From 224070014825930860ac5d8fcba3d6a954bd0fdd Mon Sep 17 00:00:00 2001 From: Javier Tausia Date: Wed, 3 Sep 2025 08:17:16 +0200 Subject: [PATCH 01/31] [JTH] change paths to relative and working with stable version of tk --- toolkit/mesh/OCSMesh_Santona.ipynb | 147 +++++++++++++++-------------- 1 file changed, 78 insertions(+), 69 deletions(-) diff --git a/toolkit/mesh/OCSMesh_Santona.ipynb b/toolkit/mesh/OCSMesh_Santona.ipynb index e45f78eb..2046c1c6 100644 --- a/toolkit/mesh/OCSMesh_Santona.ipynb +++ b/toolkit/mesh/OCSMesh_Santona.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 1, + "execution_count": 2, "id": "0b1af001", "metadata": {}, "outputs": [], @@ -15,7 +15,6 @@ "import pyproj\n", "from bluemath_tk.core.geo import buffer_area_for_polygon, mask_points_outside_polygon\n", "from bluemath_tk.topo_bathy.mesh_utils import (\n", - " adcirc2netcdf,\n", " clip_bathymetry,\n", " define_mesh_target_size,\n", " detect_circumcenter_too_close,\n", @@ -24,9 +23,9 @@ " plot_boundaries,\n", " plot_mesh_edge,\n", " plot_mesh_vals,\n", + " read_lines,\n", " remove_islands,\n", " simply_polygon,\n", - " read_lines\n", ")\n", "from bluemath_tk.topo_bathy.OCSMod import EuclideanMesh2D\n", "from pyproj import CRS\n", @@ -45,7 +44,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 3, "id": "3e16f9e6", "metadata": {}, "outputs": [], @@ -56,17 +55,17 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 4, "id": "37131a8d", "metadata": {}, "outputs": [], "source": [ - "bathymetry_tif_raw_path = \"/home/grupos/geocean/faugeree/BlueMath/toolkit/inputs/bati_santona.tif\"\n", - "\n", + "bathymetry_tif_raw_path = \"inputs/santona_bathymetry_example.tif\"\n", "initial_raster_paths = [bathymetry_tif_raw_path]\n", - "output_bathy_clip_tif_path = \"/home/grupos/geocean/faugeree/BlueMath/toolkit/outputs/bati_santona_clip.tif\"\n", "\n", - "site = \"Santoma\"" + "output_bathy_clip_tif_path = \"outputs/santona_bathymetry_example_clip.tif\"\n", + "\n", + "site = \"Santona\"" ] }, { @@ -77,27 +76,27 @@ "outputs": [], "source": [ "coords = [\n", - "[-3.52151185227274,43.332458578125],\n", - "[-3.36396021732948,43.3324127711292],\n", - "[-3.39545710759938,43.4169205706676],\n", - "[-3.39555482919029,43.4346997926137],\n", - "[-3.39935986363631,43.4478494541904],\n", - "[-3.40392834801132,43.4564000933949],\n", - "[-3.41081772017041,43.4641689598722],\n", - "[-3.41477544460223,43.4673449115767],\n", - "[-3.42914051846588,43.4741365621449],\n", - "[-3.44648610085225,43.4784363121449],\n", - "[-3.47072105539772,43.4798044144177],\n", - "[-3.47707295880681,43.478876059304],\n", - "[-3.47809903551136,43.4700811161222],\n", - "[-3.48000460653409,43.4588431331676],\n", - "[-3.52104767471593,43.4572795877131],\n", + " [-3.52151185227274, 43.332458578125],\n", + " [-3.36396021732948, 43.3324127711292],\n", + " [-3.39545710759938, 43.4169205706676],\n", + " [-3.39555482919029, 43.4346997926137],\n", + " [-3.39935986363631, 43.4478494541904],\n", + " [-3.40392834801132, 43.4564000933949],\n", + " [-3.41081772017041, 43.4641689598722],\n", + " [-3.41477544460223, 43.4673449115767],\n", + " [-3.42914051846588, 43.4741365621449],\n", + " [-3.44648610085225, 43.4784363121449],\n", + " [-3.47072105539772, 43.4798044144177],\n", + " [-3.47707295880681, 43.478876059304],\n", + " [-3.47809903551136, 43.4700811161222],\n", + " [-3.48000460653409, 43.4588431331676],\n", + " [-3.52104767471593, 43.4572795877131],\n", "]" ] }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 6, "id": "70a1c6bf", "metadata": {}, "outputs": [], @@ -105,9 +104,7 @@ "lon_center = np.mean(np.array(coords)[-1, 0])\n", "lat_center = np.mean(np.array(coords)[-1, 1])\n", "\n", - "proj_str = (\n", - " f\"+proj=aeqd +lat_0={lat_center} +lon_0={lon_center} +units=m +datum=WGS84 + no_defs\"\n", - ")\n", + "proj_str = f\"+proj=aeqd +lat_0={lat_center} +lon_0={lon_center} +units=m +datum=WGS84 + no_defs\"\n", "project = pyproj.Transformer.from_crs(\"EPSG:4326\", proj_str, always_xy=True).transform" ] }, @@ -121,13 +118,13 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 7, "id": "d856967e-a56b-4db2-9646-992d9e30c8e0", "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -152,13 +149,13 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 8, "id": "ca63eed8", "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -204,7 +201,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 9, "id": "a6cbb95e", "metadata": {}, "outputs": [], @@ -213,43 +210,43 @@ "# Format: (lower_bound, upper_bound): {'value': mesh_size, 'rate': expansion_rate}\n", "expention_rate = None\n", "depth_ranges = {\n", - " (-200_000, -40): {\"value\": 1000, \"rate\": expention_rate}, # Maximum size\n", - " (-40, -35): {\"value\": 600, \"rate\": expention_rate}, # Large size\n", - " (-35, -30): {\"value\": 400, \"rate\": expention_rate}, # Large size\n", - " (-30, -25): {\"value\": 200, \"rate\": expention_rate}, # Medium size\n", - " (-25, -10): {\"value\": 100, \"rate\": expention_rate}, # Medium size\n", - " (-10, -2.5): {\"value\": 50, \"rate\": expention_rate}, # Small size\n", - " (-2.5, 25): {\"value\": 20, \"rate\": expention_rate}, # Minimum size\n", - " (25, 26): {\"value\": 10, \"rate\": expention_rate}, # Minimum size\n", + " (-200_000, -40): {\"value\": 1000, \"rate\": expention_rate}, # Maximum size\n", + " (-40, -35): {\"value\": 600, \"rate\": expention_rate}, # Large size\n", + " (-35, -30): {\"value\": 400, \"rate\": expention_rate}, # Large size\n", + " (-30, -25): {\"value\": 200, \"rate\": expention_rate}, # Medium size\n", + " (-25, -10): {\"value\": 100, \"rate\": expention_rate}, # Medium size\n", + " (-10, -2.5): {\"value\": 50, \"rate\": expention_rate}, # Small size\n", + " (-2.5, 25): {\"value\": 20, \"rate\": expention_rate}, # Minimum size\n", + " (25, 26): {\"value\": 10, \"rate\": expention_rate}, # Minimum size\n", "}" ] }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 10, "id": "c81d6cf3", "metadata": {}, "outputs": [], "source": [ - "line_struct = read_lines(\"/home/grupos/geocean/faugeree/BlueMath/toolkit/inputs/poly_line.csv\")\n", + "line_struct = read_lines(\"inputs/poly_line.csv\")\n", "gdf = gpd.GeoDataFrame(geometry=[line_struct])\n", "\n", "min_value = min(v[\"value\"] for v in depth_ranges.values())\n", - "gdf = gdf.set_crs('EPSG:4326').to_crs(proj_str)\n", + "gdf = gdf.set_crs(\"EPSG:4326\").to_crs(proj_str)\n", "gdf_buffered_geo = gdf.buffer(min_value).to_crs(epsg=4326)[0]\n", "\n", - "polygon_detail_structure = gdf.buffer(min_value*5).to_crs(epsg=4326)[0]" + "polygon_detail_structure = gdf.buffer(min_value * 5).to_crs(epsg=4326)[0]" ] }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 11, "id": "ea82ef40", "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -267,8 +264,12 @@ "else:\n", " raw_intersected_area = intersected\n", "\n", - "simplyfied_polygon = simply_polygon(raw_intersected_area, 10, project) # 10 meters simplification\n", - "intersected_area = remove_islands(simplyfied_polygon,1500, project) # island size 1500 m2 minimum\n", + "simplyfied_polygon = simply_polygon(\n", + " raw_intersected_area, 10, project\n", + ") # 10 meters simplification\n", + "intersected_area = remove_islands(\n", + " simplyfied_polygon, 1500, project\n", + ") # island size 1500 m2 minimum\n", "final_shape = intersected_area.difference(gdf_buffered_geo)\n", "\n", "gdf = gpd.GeoSeries([final_shape], crs=\"EPSG:4326\")\n", @@ -286,13 +287,13 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 12, "id": "cfe3c032", "metadata": {}, "outputs": [ { "data": { - "image/png": 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", + "image/png": 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", "text/plain": [ "
" ] @@ -313,7 +314,13 @@ " rasters, raster_resolution_meters, depth_ranges=depth_ranges, nprocs=25\n", ")\n", "\n", - "mesh_spacing.add_region_constraint(value = 10,shape = polygon_detail_structure,rate = None, crs = domain_crs, value_type = 'max')\n", + "mesh_spacing.add_region_constraint(\n", + " value=10,\n", + " shape=polygon_detail_structure,\n", + " rate=None,\n", + " crs=domain_crs,\n", + " value_type=\"max\",\n", + ")\n", "\n", "mesh_spacing_field = mesh_spacing.msh_t()\n", "\n", @@ -328,7 +335,7 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 13, "id": "e975f319-33b8-4270-bc8c-576a2c8cf699", "metadata": {}, "outputs": [], @@ -340,7 +347,7 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 14, "id": "f74112ea-e8b7-4fe7-9040-82705037f6c7", "metadata": { "tags": [] @@ -355,7 +362,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 15, "id": "6c1bd565", "metadata": {}, "outputs": [ @@ -363,20 +370,22 @@ "name": "stdout", "output_type": "stream", "text": [ - "Number of elements outside the polygon: 6829\n", - "Number of elements with circumcenter too close: 228\n" + "Number of elements outside the polygon: 28810\n", + "Number of elements with circumcenter too close: 253\n" ] } ], "source": [ "CRS_OCS = mesh.crs\n", "to_LL = pyproj.Transformer.from_crs(CRS_OCS, \"EPSG:4326\", always_xy=True).transform\n", + "\n", + "\n", "def to_geo(x, y):\n", " return to_LL(x, y, direction=TransformDirection.INVERSE)\n", "\n", "\n", - "intersected_area_UTM = transform(to_geo, intersected_area) # clean island too\n", - "#intersected_area_UTM = Polygon(transform(to_geo, intersected_area).exterior.coords) # only clean boondary\n", + "intersected_area_UTM = transform(to_geo, intersected_area) # clean island too\n", + "# intersected_area_UTM = Polygon(transform(to_geo, intersected_area).exterior.coords) # only clean boondary\n", "\n", "intersected_area_UTM_extended = buffer_area_for_polygon(intersected_area_UTM, 0.0001)\n", "\n", @@ -395,13 +404,13 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 16, "id": "136ee331", "metadata": {}, "outputs": [ { "data": { - "image/png": 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", + "image/png": 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" ] @@ -445,7 +454,7 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 17, "id": "0ab4b6db", "metadata": {}, "outputs": [], @@ -458,13 +467,13 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 18, "id": "84ce4b45", "metadata": {}, "outputs": [ { "data": { - "image/png": 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gZz/7GTk5OYSFhbFhwwYsFgv33Xdfm3O2Xof7+voC0LVr1zb77XY71dXVBAYGkp6ejqIobV4PTm4mBs1Je9fAz8+P2bNns2bNGl566SXAET/QuXNnJk6ceNPnFggEghshBFiB4H+MZcuW8ZOf/ITi4mJmzJihOlhbY7fbCQkJcfs21xXnokqSJDZu3MjJkyfZvn07e/bs4cc//jGvvfYaJ0+edMtOupZDQVGUrz2fSZMmsWPHDk6fPs1dd92l7m/9rflXwVUMdeVWjv+Pf/wjv//97/nxj3/MSy+9REBAALIs8/jjj7dbVOFmcr6cx/3lL3+5ZjVb5/OxaNEixo0bx+bNm9m7dy9/+ctf+NOf/sTnn3+uZgQLBAKBQCAQfBWutVa6GZzrmCeeeIJp06a126a1WPpVclCvtTb8OmvGVatWcf/99zN37lyefPJJQkJC0Gg0vPrqq1y+fPmGx3+dud5qvLy8GDFiBFu3bqWurg6TyfRfz8vJzb4OlixZwi9/+UtWr17NM888w6pVqxg6dGi74vK1znmj9bndbkeSJL744ot227bOeb0e13q9rVixgg0bNnD8+HH69+/Ptm3beOSRR9S73QQCgeBWIARYgeB/jHnz5vHggw9y8uRJt+JRrYmMjGT//v2MGTPmpha3I0eOZOTIkbzyyiusWbOG5cuXs3btWh544IFbOfw2OG8vqq2tBSAsLAy73U56ejp33HGH2q6kpISqqirCwsLUff7+/lRVVbmdz2w2U1RU9LXG4jx3enq6m5P0ypUrbb7x37hxIxMmTGhTQKyqqsrNnfBViIyMBMDHx8fNKXwtOnbsyCOPPMIjjzxCaWkpgwcP5pVXXhECrEAgEAgEgtvGtQRP59pJp9Pd1DrmRqSnp7s5FjMyMrDb7Wpl+6+yZmzNxo0b6d69O59//rnbfJ5//nm3drdirmFhYepdTq6kpqZe97ibwXUdbTKZ/ut5fVUCAgK46667WL16NcuXL+fYsWO88cYbt+TcTiIjI1EUhYiICKKioq7b9uvOa/r06QQHB7N69WpGjBhBfX19uy5egUAg+G8QX+kIBP9jeHl58e677/LCCy8we/bsa7ZbtGgRNptNvZXGFavVqgqXlZWVbRygTvdlU1PTLRv3tdixYwcAAwYMAGDmzJkAbRZvr7/+OoCbSzYyMpIjR464tXv//fev6YC9EZMnT0an0/HWW2+5XZP2FpIajabNdduwYUObbLOvwpAhQ4iMjOSvf/2rKki7cuXKFcDh8K2urnZ7LCQkhE6dOn0jz5lAIBAIBIIfLp6engBtvgQPCQlh/Pjx/POf/2z3y3DnOuZm+cc//uG2/dZbbwGoXzR/lTVja5xOSte13KlTpzhx4oRbu1sx15kzZ3Ly5ElOnz7t9vi17lK7WSoqKjh+/DgdOnRQI8f+23l9He677z6SkpJ48skn0Wg0LFmy5L8+pyvz589Ho9Hw4osvtll7K4pCeXm5um0ymdqskW8GrVbL0qVLWb9+PR9//DH9+/cnOjr6vx67QCAQuCIcsALB/yDXywh1EhMTw4MPPsirr75KfHw8U6dORafTkZ6ezoYNG/j73//OwoUL+eSTT3jnnXeYN28ekZGR1NTU8K9//QsfHx91YXuriI2NpbGxEXAsGrdt28bhw4dZsmQJvXv3BhxC7MqVK3n//fepqqoiJiaG06dP88knnzB37lwmTJignu+BBx7goYceYsGCBUyZMoULFy6wZ8+er+1ADQ4O5oknnuDVV19l1qxZzJw5k/Pnz/PFF1+0OeesWbP4wx/+wI9+9CNGjx7NxYsXWb169X+VwSrLMh988AEzZsygb9++/OhHP6Jz584UFBRw6NAhfHx82L59OzU1NXTp0oWFCxcyYMAAvLy82L9/P3Fxcbz22mtfu3+BQCAQCASCG+Hh4UGfPn1Yt24dUVFRBAQE0K9fP/r168c//vEPxo4dS//+/fnJT35C9+7dKSkp4cSJE+Tn53PhwoWb7icrK4s5c+Ywffp0Tpw4wapVq1i2bJn6pf1XWTO2ZtasWXz++efMmzePu+66i6ysLN577z369Onj9iX4rZjrU089xaeffsr06dP5xS9+gclk4v333ycsLIyEhISbvh4bN27Ey8sLRVEoLCzkww8/pLKykvfee091ft6KeX1V7rrrLgIDA9mwYQMzZsy4Zv2Jr0tkZCQvv/wyv/3tb8nOzmbu3Ll4e3uTlZXF5s2b+elPf8oTTzwBOMwM69at41e/+hXDhg3Dy8vruoYVV1asWMGbb77JoUOH+NOf/nRL5yAQCAQAKAKB4DvNRx99pABKXFzcdduFhYUpd911V5v977//vjJkyBDFw8ND8fb2Vvr376889dRTSmFhoaIoinLu3Dll6dKlSrdu3RSDwaCEhIQos2bNUs6cOaOeIysrSwGUv/zlL23ODyjPP//8dcd26NAhBXD70ev1Su/evZVXXnlFMZvNbu0tFovy4osvKhEREYpOp1O6du2q/Pa3v1UaGxvd2tlsNuU3v/mNEhQUpHh6eirTpk1TMjIylLCwMGXlypU3vIbOcR06dMjtnC+++KLSsWNHxcPDQxk/frySmJjY5pyNjY3Kr3/9a7XdmDFjlBMnTigxMTFKTExMmz42bNhwzevi2r+iKMr58+eV+fPnK4GBgYrBYFDCwsKURYsWKQcOHFAURVGampqUJ598UhkwYIDi7e2tmEwmZcCAAco777xz3edBIBAIBAKBQFHaXxutXLlSMZlMbdo+//zzSuuPjcePH1eGDBmi6PX6NmvBy5cvKytWrFA6dOig6HQ6pXPnzsqsWbOUjRs3Xrf/1v0lJSUpCxcuVLy9vRV/f3/lZz/7mdLQ0ODW9mbXjK3XZ3a7XfnjH/+ohIWFKQaDQRk0aJCyY8cOZeXKlUpYWNgtnauiKEpCQoISExOjGI1GpXPnzspLL72kfPjhhwqgZGVltbkG7V0P1x+TyaSMGjVKWb9+vVvbWzGvr/I6cPLII48ogLJmzZo2j11rLXyt14CznytXrrjt37RpkzJ27FjFZDIpJpNJ6d27t/Loo48qqampapva2lpl2bJlip+fnwKoc77eetyVvn37KrIsK/n5+ddtJxAIBF8HSVH+i+o5AoFAIBAIBAKBQCAQ3CJeeOEFXnzxRa5cufK172oSfLP88pe/5MMPP6S4uFiNN/hfZNCgQQQEBHDgwIFveygCgeB7iMiAFQgEAoFAIBAIBAKBQPCVaWxsZNWqVSxYsOB/Wnw9c+YM8fHxrFix4tseikAg+J4iMmAFAoFAIBAIBAKBQCAQ3DSlpaXs37+fjRs3Ul5ezi9+8Ytve0hfi8TERM6ePctrr71Gx44dWbx48bc9JIFA8D1FOGAFAoFAIBAIBAKBQCAQ3DRJSUksX76cY8eO8eabbzJw4MBve0hfi40bN/KjH/0Ii8XCZ599htFo/LaHJBAIvqeIDFiBQCAQCAQCgUAgEAgEAoFAILhNCAesQCAQCAQCgUAgEAgEAoFAIBDcJoQAKxAIBAKBQCAQCAQCgUAgEAgEtwlRhOsmaWxsxGw2f9vDEAgEAoHgO41erxf5aQLB/wBibSsQCAQCwfX5Nte13+T/p8X6/ZtBCLA3QWNjIxERERQXF3/bQxEIBAKB4DtNhw4dyMrKEos4geA7jFjbCgQCgUBwY76tdW1jYyO+QSbMdfZvpD8fHx86duyILMs8+uijPProo99Ivz80hAB7E5jNZoqLi8nLy8PHxweLxcLevXuZOnUqOp3u2x7edxJxjW7M17lGigKFhXD5suMnIwMyMhTS0uzk5IDNprnmsR4ednx9y+jUqYHhwwOIiFC4evUcc+cOZf/+fcTETODgwcPceecEDh8+TVTUUDIzyygsrAV8sNtN6PVBXLyYjdlspKlJj0bjR1ZWOY2NemTZl+pqBav1Vv6zomAyKRgMjfj5yfj76/Dzk/H1lfDxAW9v8PFp+fH2bn+f0QiSdAuH9R1DvN9ujLhGN+ZWXKOrV6/StWtXzGazEGAFgu8wYm371RHX6Mbcjmu072q527bNJmF1KSHdZHEs8CzWloVeo6VFsLDZWxrbFAWrveUx5592RcFud69L3WSxNrdx7Lfa3EUQq83e5hizuaVNfY2lzVzemnWHeB3dJOI63RhxjW7Mf3uNvs11rdlsxlxnZ8RPO6HR397kUJvZzqn3C9U1geD2IQTYr4CPj4+6SPX09MTHx0f8Y3cNxDW6MV/lGr31lo333lPIypJpaLj2P8AajZXwcCt9+xowmfLp0UPBZktm4cKBVFRcIiysG5079+Cvf/0rDQ12pk2bSFNTFkFBFvbu/YiwsDCamlKIjtZy/vxHGI1GHn10Ljqdjk8//RRfX18eeWQWkZGR/Oc//0Gv1zNx4kSSkpIwmUxkZ2czZcpdrF69nQkT7mbXrljCwwdy9mw6HTv2xmw2EheXhodHKFVVCt7encnLq6awsJ6GBh0ajR9Xr0pcvSphtzvmWVfn+Kmo+PrXWqdT8PKy4+0NXl5WAgK0bkKury/qb9e/XX/7+MB39aUs3m83RlyjGyOukUDww0OsbW8ecY1uzNe9RruqywCw2yW0GndR0+Tjrf5ttbWIrFY7NFlkPF00EbNVwq6AoXm7wWxt01ej1ea2bbW19OcUVG12BclmayOwWppFWKvVjsalvRODCcxmW/N52wqwvz6YB1Yrszw9efpQPhZ7W3eA3eou9CrtmN8+vXdg253fM8T77caIa3Rjvg/XSGvQoDXcXgFWanYqDRs2DI1GIxywtxEhwAoE33EUBZ5+WqG+3vF21WgUunSx4ONTSufOdfTvb2T8+E6kp+/igQemsW3bZqKjozl79ixLly6lsFDh44/fA+DKlV6cPn0ae/NX/na7nW7dupGZmQlAdHQ0Xbt25cSJEwBERkZSW1ur3qJYXV3NmTNnOH36NNnZ2YDjH2ybzUZGRgZ33HEH8fGnCQ3VsHHjnwkKCqJ374706uXN5s1vA/CnP60gKMibffv24eHhQW1tLQsWLCAtLY2srDhMJhM6nZ7u3fuybt0XjBs3iwMH4ujYsTfnzqUTFhZNfb2OuLgUtNogmpoMGI0h5OfXUFBQQ1OTAUnyo6ZGorZWQlEkLBaJykoNlZUA13YJ3wij0Y63t4KPj0PQ9ffX4O8v4+MjtSvc+vpCp07Qsyd4eHztbgUCgUAgEAi+V+yodDhbZdkhYtqbxUinyNpaiG1Nk6WtIOGqhyqKglGnocl6/dt3tZoWEdTcfAKDToNB51gv1tQ3qY+bjHrqGlvyGGVZaiPCOjF4aGhqaCX2Wu3qh2/FrgBf7/aspR+ccdu229zHoNE5ro3dxSostaPffPbA0K/Vv0Ag+H4SFxcnHLC3GSHACgTfcaqqUMXXv//9AL16Sej1EuHh4YSGdmXXrl3ExV0CIDbWgFarZePGjQBs3ryZgIAA9VzR0dH06dOHtWvXMnXqVHbs2AE4sm3uueceNmzYgNFoRFEUnnnmGdasWUOXLl1ITEzkkUceYc+ePSxevJjDhw/j6emJwWBg2rRp7Nq1C4Dg4GB69+7NpUuO8ej1esCRYeMkLS2NS5cuUVxczJUrV/D392fdunXqYwADBw7k6tVqvL3r2LHjNaKjo+nVq5IhQ4JYt+5vGAwG3n//JwQEBLBu3Tp69+5NSkoK99xzD6dPn8ZgMFBRUYG3ty+hoZHs3BnLqFHT2br1EL16DefUqWTCw6O5ehXi4zPR6YKpq9NgNIZQWFhLQUEdjY16JMmXmhpJdR03Nso0NsKVK1/tOZQkha5d7fTpI9O3L4wbJzFuHLg8NQKBQCAQCAQ/OOztuEBvBpPBToOl9bGObUVpER4NWtlNhPXQaTE3O1llwNJsStDIMh7NLjOLS3utxrFPlh2/TUY9DU0Od6vVZkeW3ceg1cpcrXaItq4irPUGQjA4RFlJlprF2eYZye27YF2RNZIqwjrFVwBZK7mJsK1Z+sEZt3M7RVrnPlkrqeNyxW5TWPfgsBtNRyAQ3AIkSUZq7xuUW9qH47dwwN5+hAArEHzHyc11/A4MtDFnTiQ7d+6krKyMc+fO0b17d4KDg9W2AwcOxM/Pj4aGBgICAggKCmLYsGEUFhaybNkyduzYQVFRERaLhcuXL2OxWPjyyy/p0aMHmzdvJjMzk8zMTPr27cv27dvJzs7mvffeY+zYsVy9ehWTycSaNWvo2LEjc+fOZdWqVSQmJqLVavnd737HqlWr6NGjB6Wlpfzud79j69at+Pv7k5mZydKlS2lsbKSsrIzRo0fz+eefM3v2bA4fPsyiRYvIzc1FURQaGxsZNmwYBoOBffv2qXOrqqpShdympiYOHDiAzWYjKyuL1NRUunXrxvr165EkidTUVABGjRpFQ0MCZWXxbN8ez4gRw4iIKKF3bw+2b38dSZJ45x2HkLt9+3ZCQ0MpKipiwYIFJCQkUFdXh1arpa6uibCw/nzxxTHGjJnJtm2H6dy5D2fPptOnz0iuXGkiPj4Lu90LvT4Im82LnJwKysqsVFb60tBgJDdXQ24u7N4Nr73mEGX79bMzYYKGmBi4804ICvrmXlcCgUAgEAgE3zbX0iWtdgntdTQHuwIGrUKTS/arUdciFDY0G1UNOnBIrS1omkXTJoutefvaHXkYdGq71ufQyJo2j9ntCl7eemprzFjMdmSnw7Y5DUF7jUkZPLSYm9zP5Sp8arQy5noril1Bo9dgM9vQGh0f5a2NjpO7iq+tkbVym3gDSZaQZIdTtrW+4xRfr8Xif8a5jdH5e8OjI657nEAg+O4iHLC3HyHA3kJsNhsWS9u8nx8iFosFrVZLY2MjNlvbRcutRKfTodF8/dvKv+s4BVi9voT8/HzmzZvHjh078Pf3Jzg4mNDQUMaPH09YWBiHDx8mOjqa7t27M2bMGPbv388f//hHoqKiiIuLw2azcfToUQC6devGvffey6ZNm1i6dClxcXEoikJRURHTp0+nqqqK0tJSSkpK6NKlCyUlJSQkJACO2IHPPvuMy5cvc/nyZYYPH87evXvJzs7m3//+N3369GHPnj3IssyHH34IgL+/PzqdjtjYWGJjY5kyZQqKotC1a1deffVVunTpwvLly6mtrWXXrl306dMHX19fnnjiCfbu3UuvXr04evQoixYt4vLly/Tt25eOHTuyfv16wsPD0Wg0jBkzhpSUFDIyMggKCmLw4ME0NjZy9OhRbDYbPj4+NDU1UVpaCjgcEufOnaOpqYlLly5x6dIlunbt2kbInTBhAlVVmUhSDtu3v8zYsWMYOFDLiBG+HD/+Id27G3jqqYVoNBpWr16Nv78/ERERDBkyhE8/XcWYMXNZvfosV6924tw5hfz8SNLSNFy8qOHiRXjzTcdz3KuXhSlTdKogGxLyDb7QBAKBQCAQCL4hbsIQelMYtIoaPdDk4qbVacFpTjXooKmdj2gGnQYDGhpaiai6ViJpa5HVw9CSJanXadWYAtc4AovZfYJ6g6bZperYr9NrUOwS2uuIpk43rKZ5PHpPLdbmjFmtUYOtuQ+nEAtt3aqytkVM1ehlLPVW9dwt/bTut/1xqMfZ3EVXV+75xym3bSHICgT/HbIkId/matKyyID9xhAC7C1AURSKi4upqqr6tofynUFRFDp06EBeXp4a6nw78fPzo0OHDt9IX980TgE2MlJLSUkJAwYMwNfXl/nz57Np0yYOHDhAjx49qK6upqCggJSUFMLDw1VHqd1uJyUlhb59+zJz5kwsFguTJk3ixIkT7Nixg6tXr7Jx40ZCQ0NZunQpycnJHDp0iIqKCu69917S09MpLi6moKCA+fPnc+HCBZYuXUp5ebkaGTB48GAkSSIzM5OysjJ69uxJeHg4Z844MqqCgoLo3r27WxRBU1MTubm5XLlyBZvNRk5OjhqdkJGRQUZGBn369OHgwYMAvP3224SGhtK3b1/69+/P+vXrMRqNLFiwgI4dO7JhwwaSkpI4f/48Tz/9NKdOnSIvL4/c3Fzmz59Pp06d2LlzJzNmzODChQv88pe/5NChQ/Tt2xeNRkNDQwMDBw4kPz+fadOmkZKSQmZmJlqtlvDwcJqamqh0hMhis9k4d+4cZWVllJSU4Onpya5du7Db7RQWFlJYWIjFYiEtLY3MzMtkZr7GxIkTGTEijO3btzN2rC87dpwhI6MTJ08aKS6OIiVFQ2qqjtRUeNsRl0tUlIVJk3SMHw8xMRAa+g284AQCgUAgEAhuM3qtgtnqvm632yU1ExYcIq1WduTEto4qaO94g84hSDZZZFolA6girEaWsLYSDk16LWaX4lyW1sW1dO5Gj9aCrMnoEGRr6s18FVqLr3qDpo0LVtNKDNbqNdi+gnrd2smq83R8/HfGDNjMN2eU0ehbroHNYm9XfG0PIcgKBP87CAfs7UcIsLcAp/gaEhKCp6fn91IE/KrY7XZqa2vx8vJSM5NuB4qiUF9frzoaO3bseNv6+rZwCrBDhoQwdOhQXn/9dQA+/fRTevXqRVNTE2PGjMHPz4+SkhJqamrw9fXl7rvvJjExke7duxMWFsb+/fuRZRm73Y4sy3Tp0oWEhARKSkooKSnBYrGwdu1aGhsbyW3udPv27VitVjIzM+nTpw/dunUjLy+P7Oxsjhw5wq9+9Styc3NJTk6mrKyMmTNn0rlzZ9auXQtATU0Nzz33nFq0q7S0lKVLl+Lv78+BAweYNWsWn3/+OY888ghffPEFc+fOpby8HEVR0Gg0DBs2DC8vL44dOwY4MmVLS0upr69Xfw4fPgw43ofJycmqGOvqYIUWUfett96if//+xMfH4+fnxyeffALAsmXLCAgIICUlhf3791NRUcFvfvMbLly4QGFhITqdjlGjRhEVFcXFixeZNm0aa9euZfny5Zw9e5ZFixZx6NAhIiMjSU1NZcmSJcTFxZGfn4/VakWj0bBlyxaSk5NJTExkwoQJLF3aiy1bttC5cynZ2fXk5ISRkdGZkycNpKcbSUvTkZYG777rmEN4eAPTp3sQE+MQZL+HL3eBQCAQCAQ/EJwiqquY2lqEdf7tus/1eIDGVlmw19IGndEDzlxYg1bGYru+kKgoClqNhNWlnU4rqzmxzsK2AN6eeuoaHVbbwGBH9dX6+hbrrd2uoFFsUA8+/npskoaa6uuLtna70iZnVp2PXlZdsC1Cq+O3zWy/boyAM1tWo9e045p1Zr+27HNtI2sk0EjYLDcWgltHHwhBViD4aogM2O8XQoD9L7HZbKr4GhgY+G0P5zuD3W7HbDZjNBpvqwAL4NFcXr60tJSQkJDvXRxBbq4dkCktPcPp01l07tyZgoICNBoN9fX1DBo0iPT0dCoqKpgwYQI9evQgLi6OL774guLiYqZPn05ZWRmhoaFs2LABAIPBQO/evVm4cCFbtmyhb9++ZGRkMHv2bLZu3cry5cs5duwYM2fOJD8/n6ioKDp06MCBAwe4ePEicXFxREdHc+zYMRobG7lw4QKAGsGRlZVFVlYWERERqhjrdMtarVYMBgOpqamkpqYyfPhw1TX75z//mdDQUO6//37sdjsbN25k4MCBADz11FNs3LiRO+64g3PnzjFjxgzKy8vp1auXmv/aq1cv/Pz8GDVqFOnp6RQUFBAYGMjkyZOpr68nJyeHiooKOnXqRJcuXcjMzFSvc2lpKZmZmaSmpmKxWOjatSvr1q3DYDCQmJgIwNy5c7FYLOTn5/PKK68wb948wsPDKSgoYNu2bdjtdgYOHEhSUhJ/+MMfGD9+PL/+9a9Zv3490dHR5Obm0r17dwICAjCZTGzcuJGsrCzS09NZuHAhQ4cqxMfvYMYMmdGj5/Daa6eB8ezbZyYlxUB2tgfvvQfvvecYc7duDUybZmTsWAmr1XibX4kCgUAgEAgEtxaniNpeMS7nY62RJdDaXTMF9G6PGVyOsykt59Y3xxVYbRKGZmepTiNhayVA6poFT4tdUY01Oq2kiq6yJKmu2IYmdxHSZNSpIiyAp6eO+noLWq2MuR23qbevnsYGa0vfelmNL2hPeLXbFTfnrFVrV2MJXNHo5Zt2qbpGDLQn2rYuBObMoG2dOWtt5d7Vm3Ru+zQ6DTYX97CsldUsWSeiuJdA8O0hHLC3HyHA/pc4BSdPT89veSQ/bJzX32KxfO8E2Jwcx4IoMLCW0aNHU1BQQExMDD169CAhIYFNmzYBjlxWu91OXFwcdrudjIwMAPbu3cvgwYMZOHAgVquVjh07kpiYiCzL2Gw2vL29GTBgAPX19fzpT39Co9HQt29fhg8fzvr167FarYwcOZLz58/T0NCgjisoKIh+/fpRV1dHaWkpBoOBu+++G0mSWL9+PX369KG0tJSZM2dy9OhRQkJCyM/P56677sJisZCdnU1VVRXe3t40NjZSXl4OQElJCVu2bEFRFLKyssjJySE6OppDhw7h7e3NG2+8QVBQEPPmzaN79+5s27YNk8nEkCFDiIqKYv369XTq1ImTJ0/y85//nLi4OC5evEhGRgb33HMPgYGBrF27FqPRSH5+Pk8//TRHjx4lMDCQ0NBQqqqq6N+/P4WFhUyePJmkpCRVgNVoNJSXl1NcXAxASkoKKSkpVFRUUFJSgre3Nx4eHmrucX5+Plu3biU1NZUrV66wePFiDAYDsbGx+Pr6AtCnTx/uuOMOzGYz27ZtA6BXr17k5Z1n4MAs8vNjeeGFXowePYu//e0MNtsYDh2CxEQNubke/Otf8K9/aYFpvPhiE1OmKIwfLxETA1273uYXp0AgEAgEAsEtQKtxrHetNgm7XcKob+uu9LA7oqxskvta31WntNpaNmRZQcY9G9bZtrXo2h4aScKmXL+dTtsyFlfB1FWE9fdt/pLcBLLd4YB1xeihbSPC2qzt96vVylibhWBrswNVq9e0K8I6imy5C6qKXXHJc20RVp3RBNdCo3ff1nlqaaxqUqMJbGYbWoPjb9klNkFr0IBBo+6zVbsIsBqpORe3hcX/jEPWSGglOwtFcVqBQPA9QwiwtwgRO/Dt8n2+/jk5jt/33DOS2NgtpKamEhoayqlTp/Dz86Nfv36kpKQQFRXFggULsNvtbNmyhTvvvJPKykq8vb25ePEiGo2GoqIi7rzzTkJDQ9m9ezf5+fmAIyqgS5cuhIaG0q9fP+x2O5mZmRQWFgKQnJzMrFmzMJlMrF69mmXLlrF582aCgoJITExk4cKFNDU1sXnzZiRJ4s477yQgIID8/Hz+8Ic/0L17d+bOnUtkZCRffPEFdrud2bNnExwczNatW5k1axYJCQk89thj7Nixg7vvvpuysjIURVEd1IMGDeLs2bOAQwhNS0ujrq6OvLw8wOG6PnfuHNXV1XzyyScEBQWxceNGFEUhPT1dPQ4gMzOTzMxMIiIi2LJlC0ajkXXr1gGOKILAwEAuXbrEsWPHyM/P59lnn+XkyZPYbDaCgoKIjo5m4MCBJCQkcPfdd/P5558zffp0Tpw4QVhYGCEhIYwePRovLy/27NkDOIqQ7du3D41GQ2pqKoWFhaxYsYLc3FwqKiqoqKhgzJgxlJSUMHv2bHJzc9W5WSwWkpKOMmZMLUVF7zF4sDdDh05m3bpCysv7cuKEngsXNOTmGvjwQ2iue0Z4uI3x4yXGj5cZPx7Cwm7jC1UgEAgEAoHgJthfVaR6Vs2Szu0xVyFWllq29faWW/U1SouIZ5M0qlPWbJXajSrQaRQsLsJse+KrRpaxucQJOJu4irCu0QOtcRVfDfq2H7GttlZFuXQabHL7phGr1Y7W/bK4FfjS6DQ0NdjcnLD6ZvGzvqblOmmd4qjLmFu7YiXZPd/1WnNy9u+6z+hnUP92CrJao9YtcgDcBVmjr4HG6iY8/B3HNtW0CNVag6bNsT/6+DxWpeX4tT8d2u5YBYLvKxIgcXu1DufZRQTB7UcIsALBdxirFYqLHYuOxMRdhIQ43rKNjY1MnTqVbt26sXr1ap566imSk5NZu3YtiqIwYsQIIiMj+eyzz4iJiSE+Pl4tcLV//358fX3p2rWrKsAqioLVamXQoEGUlZVRX19PQ0MD06ZNo76+Ho1Gw44dO7BarQQEBJCenk6HDh1Yv3598zgd39o7Xbc6nQ5PT081m9dms/Hll19SV1en5rLabDYkSeLy5cv8/e9/Z/jw4RQWFtK9e3f+/Oc/06lTJ1asWEFDQwOHDx/mypUrNDY28rvf/Y7PPvuMIUOGkJKSwujRo7FYLPTu3ZuIiAh27tzJ1atXiYqKYvLkyeTn52M0GqmtrWXSpElcvXoVWZbp0KEDAQEB9OnThy+//FIdd3l5OZmZmSQlJZGUlERERATbt2/Hx8eHAwcOALBy5Uq8vb3R6XT8+9//pmPHjgQFBTF16lS2bt1KXl6eWnhsyZIlnDt3joiICGRZZufOnQCq+Jueno7dbqdXr16MHTsWWZY5duwYRUVF/OQnP+HIkSPMnz+f0tJSPmxWVr29vamszOKuu3SUlR0iJqYOq9XElStRxMf7cfFiAPHxMtnZGj7+GD7+2PF66trVxsSJMjExEuPHQ3h4S+aPQCAQCAQCwTeNXrFQb9e32e/U+aw2CU+pCQBFkpGUtgKoM45AK0OtrZ1zyQpOPdOmOMXWG4uwADqNjA7U/XqDtnlcjm2DVqbB0tZ9atBrkSWJhiZLm8fajs99MebqcgXQ6zU0Nlrd2hg8HCJs6+P1Rsf4tDpZLejlLOTlFGnrqpta5nwN8fVGY2y9325XXARZxznNtZbmKASX9lpJFV8BDN46mmosGH31zcc0xy9o2o+wW/L+GbcYA5EhKxDcOkQEwe1HCLACwXeYwkJnMQIbc+aMxGo1ExwczMiRI9mxYweffvopGo2GzZs3Y7VaVaenLMvExcWRnp5OZWUlM2bMoKGhgeDgYHJychgzZgwbNmzgscceY+fOnSxevJjCwkK1IFVUVBRz584lPT0dLy8vgoODKS4uJj09naysLDp06EC3bt0ICAhAq9UyYcIEOnTowOrVq4mOjiY5OZno6Giqq6tVt+z06dPZuXMnc+fOJT4+ngULFtDQ0EBZWRnl5eV06NABu92u3t5fWFjI559/DjgiJjZv3kx0dDSxsbEEBATw+uuv06FDB5YsWYLBYGDdunXk5+fj4+PDU089xZYtW8jLy+Po0aPMmTOHqqoq3m2uZrVgwQL8/PzYuXMnOTk5eHp68txzz7Fu3Tr69OnD+fPnGTZsGCaTiZCQEMLDw4mPj1efl5ycHBobGykuLiYvL4+amhosFgs6nU517JaVleHn58fhw4fJz8/n0KFDDBgwgPvuu4+EhAT8/f3p2bMnjY2N5OTk0L9/fzIzM4mNjQWgZ8+e5OTkoNPpWL16NbIsc//993Ps2DEWLVpEbm4ua9euVfNqAwMNTJ7sS7duR3nyyV7Exl7AYJjI55+XUVzcm3PnZPLyNHzyCTQ/zXTubGPCBFmNLIiMFIKsQCAQCASC24vTzWqW9ZglnZvr1fm3Ex02bGjcXK8AMnYkRVH3m2WHgOejacIiOz7iNlhaxEWj3k5dU4uo5yzIZbMraiEuSQKtxiHOalqthzSyjN0ljkCrkVUR1kOnaTeqwGpT8DDosNrsbRywAB6Glo/iBp2G6hqHMCrLEnq9BrPZhr5ZIDUatW4irFP4bCPetnLFOkVYp/gKoDO29Gu/RhTDtQTXm20jyxIavWMsRi+H/G1uJSKDwx3rFF8B9F46rI02wHG9NDoZq0udMqXVdb7nH6ewW1vOu+kXY244boHgfwlJkm773b7O8wsH7O1HCLA/cPLy8nj++efZvXs3ZWVldOzYkblz5/Lcc8+JomLfAXJzHb9DQppYvfpTGhsbGTx4MJs2bVJvp/fy8uLuu+/m6tWrmEwmrFYrw4YNo7GxkcDAQDVbtbKykpkzZ1JTU8P/+3//j4iICHJycjAYDLz66qtERESwdOlSzpw5w+DBg9m8ebMq6A4bNoyJEydis9kYMGAA8fHx6PV67rjjDkaPHs2GDRuIiYnBz8+PLl26cO7cOf79738TERHB0aNHqa2t5Y9//CMDBgygQ4cODBw4kK1bt1JfX8+yZcuwWCwcP36cIUOG0NTUxC9+8Qu2b9/O4sWLSUpK4vLly3Tu3JlhwxzB/MePH1evUWxsLHV1dWRnZ5OdnU1UVBRbt27FYDDw0UcfAbBlyxb8/Pzw9fUlKCgIs9nMyZMnKS4upri4mJ49e7Ju3ToqKir429/+Rnh4OFOmTMFkMrF161ZqamooKCjgt7/9Lbt376ZHjx74+Pjw+eef89BDD7F7924mT55MVVUVBw8e5JFHHuHw4cMsWLCA7Oxszpw5A0BdXR3btm1Dr9eze/duevfuzbJlyzh58iSenp4UFRURExNDXl4e8+fP5+LFi2r+7B133EFtbS0eHh4kJycTHx/P1KlTSU1NZdq0aRw7dozPP/+ckpISLl++zIMPPoi3tzd6/QGWLu3DuXPprF2bS0VFNEePasjMDKCgQMOqVbBqleNaduzYIsiOHw89eghBViAQCAQCwe1Bbzejx0ytxgTQrvjaGkWS0ShthTyjvRGzbHDb56FzHG9rvoXdZLDTaG7rrNQ1q63WZjFSIzsKc8mtFkGyJLUrwkqSBO0IsFqNRGNzNquHwSFC2syOdp5GHa1n4ettcIs4MHk4jqlrcLhoW4uwHiatKoI21LXsN3nrqHO5td9VfHVuO4VZk3fzuKwKBg/3dpYmO87i69fKpDU3tX2OnGPS6DVoXeIH9Eatmwjr4e0QXhvr3F3CGr2M60icY2idF9seC/5+zG1bCLICwc0jHLC3HyHA/oDJzMxk1KhRREVF8dlnnxEREcGlS5d48skn+eKLLzh58iQBAQHf9jB/0DgF2ODgBhobHYUHCgsLuf/++0lJSaFHjx54enqya9cubDYbEydOxGQy8dFHH1FSUsKSJUvw8/Pj008/BWDt2rXqc1pUVETfvn1JTk5W+6urq6O8vJyioiI1VsDHxwedTofJZEKWZcLDw8nNzWXz5s34+/tTVVWFLMuqe9ZqtTJu3Dj0ej133303hYWFnDt3DnDkoCYmJnL58mWKioqQJIk9e/YgSRKpqakkJCQwadIkCgsL8fHx4aWXXqJPnz7o9XqmTp3KmTNn6Ny5M3q9nt/85jesX7+eGTNmcOHCBYxGI2azmYkTJ2I0Gjl//rw6L0VR8Pb2Zs6cOSQkJHD16lXsdjuPPvooe/bsYdmyZeqcwFEYKy0tjeLiYrKyssjKyiI6OpozZ87QrVs3PvjgA0JCQpg+fTparZaBAwfyl7/8BYAHHngADw8PJEli//79lJaW8vjjj3P8+HGio6Px9/fnn//8p3qtNmzYQFNTE4cOHSIiIoIxY8YQFxfHm2++SUREBCtWrCA5OZmYmBhOnjxJQkICCQkJTJ48mTvuuIOcnBzszbfFBQcHU11dzfTp09m9e7eaf/uHP/yB0aNH8+qrE9BqtaxZs4bp0xewbVsZmzdXkJQUTFZWMEVFGtasgTVrHNctNNQ9siAqSgiyAoFAIBAI/jtkWuWhKhbMkg673enqbCu02SSHC1ajWJEUpc05AAw2Z7FYDyyyFp3d2nyseyyByeA41tURK0kSOo2kOixbRxQ41z8ykltMgdNJq9fIWFod09DUVih2LdrVHs6cWY1rrECzC1aWJPVvJ2azDavVjofJ8bHeKX46xVTnb2dcgSvOYwA02rYLPJ1BVgt9abRSuyKsqxPXarW7uWJdxVdwCL+uYrDVakerlfHyNaiRC+YmGzaXgmKyVgarM5aguS+NBmuz8Ks0R5q1dsY6cRVkJUli489Ht9tOIPiuIkkyktR+JMet68Px/hEO2NuPEGB/wDz66KPo9Xr27t2Lh4cHAN26dWPQoEFERkby7LPP8u6779LU1MRzzz3HmjVrKC0tpWvXrvz2t7/l//7v/wBITEzkySefJDY2FpPJxNSpU3nttdfQ6x2Lnd27d/Pyyy+TmJiIRqNh1KhR/P3vfycyMhKA7OxsIiIi2LRpE2+99RanTp2iZ8+evPfee4waNerbuTjfEZwCrJdXJUuXLuXSpUv06dOHTz75hKKiIqZOnUpZWRkJCQkAmM1mJEmipKQEcFzbbt264ePjoxaQCgkJYcaMGeTl5bFjxw769OlDUlISvXv3Ztu2bYBDGLz33nv57LPPWL58OSkpKarAaLPZGDJkCEajkcjISIKDg9V82ZCQEGpqakhKSsJqtfLxxx/j5+fHz372M4qKitSogZKSEu677z4uXbrE7NmziY+PJysrC7PZTIcOHaitrVXzZOvr69Hr9cTGxpKWlsb58+cZO3YsFy9exGg08vLLL9O3b1/mz59PZWUlhw8fJjIykpKSEn7729+ybt06li9fTm5uLlu3bqWqqgqNRsO4ceMoKSmhoqKCDz/8kICAAH7605+SnJyMTqfD39+fnJwc5s+fT3Z2NhMnTqS4uJi9e/cCUFpaysWLFzEYDGi1Lf+UJiYm0tTUpDpXIyMjOXnyJD4+PnzwwQeEh4czb9486urqqKmpYdiwYXzcHNLq5+enZvACGAwGrFYrtbW1HD16lKtXrzJhwgT0ej0mk4lt27aRlpZGUlIS0dHRzJkzh40bN9K3b1/8/Pw4dqxl0VlWVsaGDRsASE9PJz39/zXnBM/HYDDw6aeb6NBhLqtW5RMX58nly0GUlGj57DP47DPHOQICmpg0Sc+ECY7IgjvuEIKsQCAQCASCr0+jbAQcImxjc2kuR/yWu6Cmtztuz5eahTY7spsIKyl2ZBQkxY6ntdYtL9YTqNb7NbdsETK8PWxU17cviBq0suqIdaV1Ruz18DBo2xVhAYeT9hprKE2rW/t1mpbM2tYuXL1eg16vUaMEzOZWUQ2yhN3u7m7VamVM3jpVLHUVdWtrW+73Nxq1YGw5Z4O17Vy0OodI6yqu2u2KKu7WVLWcz7nP6dZtLdCCQ6RtsivcjNyk2Frm6ryF+lpCrJOFbx532xaCrEDQgnDA3n6EAHubqKv7Zvszmb5a+4qKCvbs2cMrr7yiiq9OOnTowPLly1m3bh3vvPMOK1as4MSJE7z55psMGDCArKwsysrKAKiqqmLixIk88MAD/O1vf6OhoYHf/OY3LFmyRM3vrKur41e/+hXR0dHU1tby3HPPMW/ePOLj49W8TIBnn32Wv/71r/Ts2ZNnn32WpUuXkpGR4SZu/dBwCrBBQfV89pnDndnY2EhRURHgKBo1ZMgQSkpK6NGjB6WlpcyaNavZ4TidL774goEDBxIcHMyiRYvYuXMnW7duBWDgwIEAVFdXA/DFF1/QtWtXunfvTnFxMS+99BIAGzZswGaz0aVLF/Lz85EkiezsbIKDg0lNTeXo0aMMGzaMOXPmcPDgQebNm0dGRgarV68GwNfXl507d6LT6UhKSgIcGax6vZ7S0lJWr15NQEAAv/nNbzh27BgWi4Xy8nIGDRpEWFgYWVlZ1NXVERQUhMFgoKKigr59+1JTU0N2djYAdruddevWAZCWlsbFixeZNWsWZWVlBAcHk5SURHJyMn379sVut9O1a1e8vb1JTU2loqKCiooKNWfWYrGQnZ2Nh4cHCxcuJDQ0lPPnz5ORkcGFCxcYOXKkmnGbmJjI1KlTSUpKYubMmZSUlBAZGUloaCjV1dV07NiRTp06ERwczKFDhwBHfuy5c+cICwvj6NGjZGVlMXr0aLp37866deuIiYkhLS2N5cuXc/78edY021G7d+/O5MmTaWhooLCwkPr6eiwWCz4+PkRFRWG1Wlm7di2ZmZm8++67REVFMWnSJCwWC3369KGiooLJkyeTm5tLQUEBdXV1dOnShW3btmG328nJSScnJ5nnn19Gz54d+M9/NtC583wOHLCxY8dVkpL8qKgwsGEDNOu4+Po2MXmyXo0s6NMH5Nv7Ba1AIBAIBIL/cXT2liJQTgFW1yzAGiWHYKext4hriov7S5EkVYR1RaPY3Nq5FuuyyjpMVseHswb55sUFbbNAabEpquh5Lbdla/cr4BYn4KTJ4pLj6vIttvMzkdVmU0VTV3TNYmV753Rt6xRT9XqNWyEvrVamvt7iHgnQTgEuLy+923GueJi0bpEDTsHV1fXaUGd1c9Z6++mx2xW1X1mW1NgD15iEa6HRy9DYMh7FjlqES9Jo3ERYANnlc6OslbE2mtV9bm2bXyvzXj/sdvzmX8XccEwCwTeJLElt4lBuRx8gHLDfBD9cZes24+X1zfZ3gy/72pCeno6iKNxxxx3tPn7HHXdQWVlJXFwc69evZ9++fUyePBlwCEFO3n77bQYNGsQf//hHdd+///1vunbtSkZGBoMHD2bBggVu5/73v/+timL9+vVT9z/xxBPcddddALz44ov07duXjIwMevfu/dUm9z0iO9sKaPH3r1H3DRw4ELPZzPTp09m/fz+SJBEVFcWIESM4efIkr7zyCiEhIeTl5dGxY0fee+89AFavXk2XLl0AR6yAU3gtKChQz52Xl0deXh7h4eHqPk9PT8aPH8/Zs2eZOnUqHTt25NSpU+zYsQOA8PBwqqqqkCSJhIQE7HY7NpuNn//85xw5coQxY8bg4eGhCvK9e/fGYrGQlpZGfn4+gJrB2tTUxMGDBzEYDEydOhW73c7Zs2fp3bs3vr6+TJkyhYMHD1JTU0NKSgoxMTH4+vpy5coVxo4dy969e+nbty9Xr17F09OT1NRUTp06xalTp4iIiKB3794EBARw/PhxwsPD1XiArVu3snjxYsrKytQYgvHjx1NQUEBsbCzZ2dlkZWUxceJEOnXqRGJiIj179gTgT3/6E+CIHggLC2PTpk3U1dWxaNEi/P39ee+99+jWrRu+vr7MmTMHjUZDZGQkp0+fpq6ujrS0NBRFIS0tDW9vb9544w31+eratStLly4lMzOTPn36cO7cOTVPdvjw4dx7770kJCSg0WjIzMxUPxAEBARQW1vLiRMn6NixI5GRkaSnp/Piiy8SFRXFY489xrlz5/Dz82PEiBHs3LkTgLCwMOLi4podyUlkZSXRv38UDz00hsbGevburaKyMppdu+o5c0ZHdbWBTZtg0ybHa8Xb212Q7ddPCLICgUAgEAjcMdrrsEgO4dXbWk2jxtPxN3WgONytrrTOfHVuOwVXrd0h5DlFVw029W+rpLvuWPTaZueo9doCh73VBy2n3qkoSpviW04nplModS3W1WSxqjOTJalNiILVRSB0irCtC13ptDJNzQKkQecQQK/lsgV3l6mn5/WvhesxriKssyAYtOTHts6VdR7XOkfWOZebKep1LSSXY62t5tqeCAvN0QWAzqMlF9hqs7UEyrZur3HIIkKQFfyQEQ7Y248QYH/g3Og2jezsbDQaDTEx7f/P58KFCxw6dAivdhTnrKwsBg8eTHp6Os899xynTp2irKxMzavMzc11E2Cjo6PVvzt27Ag4bvP+IQuwubmOBYfdngVAr169WL9+PQAHDx4kIyODjIwMwsPD3QS40tJSvLy88PHx4cSJE4CjWJezeNXVq1e5evUqfn5+VFVVtek3OzubuXPn0tDQQGhoKB9//DFlZWWcPXuWjh070rVrVzp16oROp6NHjx6EhISosQeJiYn06NGD2NhY9Ho9//jHPwgNDWXu3LkEBwezatUqwsPDuXTpEsuXL+fixYuMGzcOT09PVaSNjo7G09OT4uJizGaHE+Ly5ctcvnyZ2tpaYmNjCQwMpGvXrhgMBo4ePUpGRgYDBgxg2rRpbNiwgS5dulBSUsKIESOorq5m9OjRVFRUcOzYMZKTk0lKSmLUqFFkZWVhMBh48803Vfd3bm4utbW1dOzYkezsbKZMmYIsywQHB/PBBx9gtVrZtm2b2+v+0qVL2O12SktLAUehMA8PD+rr60lJSWH48OF4enqSlJREZWUlZWVlPPjggxw7doz58+dTXl6uRjkAaLVaPD09sVgsNDY2cunSJaqrq5k0aZIak7B69WoyMzORZVmNINi7dy8LFiwgMTGRLVu2AA7XdGVlJeBwpG/atAkfHx/27t1LUFAQc+fOZeTIkWRkZDBu3DiOHj2qupU1Gg01NTX4+/sTGVkAFDB4sJ3+/Yeyfn0mTU2j2L/fwrFjCjU1BjZvhmYNGz8/GzExMnPnSixZAkbj13wjCAQCgUAg+F6hUxy1DST0mKw11Gm9ATDYHPtdC2op13B/ubpcnWiwIbsItjqlCan5s0eVPgAPbDRYXG7Hby785fztWqTLZldoascNqpElVVTVSJKbCNv6s5WzXWtkWXb7ltranojYjmgpSxIeesdHeKcwfK2og/Zu8XfiYXCco8liU8/XYL45Ibc1drvi5rxtTetYBOc+naHlnAaPlsJgTQ0t7ZTWTmAPLZaGa49TbjVORVFUUVxrdERcuIq4Gp0BxcVtLWu02G3W5r48WPTuaayNLY7tz3857pp9CwS3BUlSX8O3sw8QDthvAiHA3iZqa7/tEVyfHj16IEkSycnJzJs3r83jycnJ+Pv7t4knaE1tbS2zZ89WXYBO7HY7puZchNmzZxMWFsa//vUvOnXqhN1up1+/fqqw5kSna/lW1vmPjP0r5Cx9H8nOtgEaOnZ0LARSU1PVx0pLSwkMDKS8vBxZlpk8eTL79u3jZz/7GRkZGRQUFNDU1MTSpUs5fPgwSUlJ+Pr64u3tjd1up7CwUBVfu3fvTmZmpnruiIgIVbzr3r073bt3p6ysjMDAQDp37kznzp2pqKhg5syZrFmzhn79+nHq1ClWrlzJ0aNHmTdvHlarVXWT2u129Rb87Oxs3nzzTQYPHkxDQwNhYWH84x//oGvXrsycOZOlS5eyevVqRowYwenTp1mxYgXx8fFMnjwZDw8PtmzZgkajoV+/fuj1ejU7Njc3F4PBwOXLlykpKeH1119nyJAhzJgxg9zcXDIyMggLC6OxsZG7776bgoICBg0aRGFhISkpKYCjiNW2bdvw9PTkwoUL+Pn58aMf/QiDwcDWrVuxWCwMHjyYjh07cvXqVcLDw7FarfTr14+EhAQ1hmDChAnExsYyffp0zGYzs2fPpry8nNWrV9PQ0IBOp2PixIk0NTVRVVXF6dOnSUtLY8aMGZSUlBAYGEi3bt2IjY3liy++ABwu4XHjxhEYGMiVK1fo378/DQ0uK1QchfWsVit79+7FbDbz8MMPc/ToUUaOHEllZSUxMTGUlZUxatQoNjltq8CXX36Jv78/cXFxZGRkMHToUH7729+yZcsWZs+eTUJCgioOjx8/njvvvJOGhgZ69ixlxIhiunTZwyefTOPf/07AYJjKoUN2jh2DqioNW7fC1q3w5JM2fvYzDQ89BKGht+gNIhAIBAKB4H+KC6Vn1b+tkh5n2qfJWnNNt6pr5ICM3S3fFVC3XT2l7RXp8jNXOERYnUNwu9rY9qOwVqNgtTk+h0iShLHZZWppFlJbF+cCMDQX1mqytgh57Qmv17uV2NtTj9lid4soaO/41tuuIiw4nLfXEn2dONsCqvjq/Nt5bOsIBNdtrVZGlqV2hdX2uJZ421pgdmbDQlvh1Ym5rp3YgusUKGpPuNLoNWqhL52HFnOd+zx01/n8O/9vscgax/Mt8mMF3zeEA/b2IwTY28RXzWT9pgkMDGTKlCm88847/PKXv3QTWouLi1m9ejUrVqygf//+2O12Dh8+rEYQuDJ48GA2bdpEeHi4W1ar3W7n6tWrlJeXk5qayr/+9S/GjXN8Y3j06NHbP8HvATU1UFfn+KZWqy1s87hTPDUYDHh4ePDuu+8CsG/fPqBFrC0sLCQkJITCwkLCwsLUgl3e3t7U1NTg7e1NZmYmQUFBarZvp06dyMpyuG6joqIYPHgwNTU13HPPPXz++eccPHiQzp07s2nTJqqrq3njjTfo168fkiQxePBgDhw4gMVioVevXsyaNYvDhw8zb9484uLisFgsZGVl0adPH+rq6rhw4QIARUVFqkiblZXF22+/zbBhw7h69SqAeiv/zJkz8fHxYePGjQwaNIgzZ87wf//3fxw8eJDFixdTX1/PP//5T8Dh3tywYQNWq5XLly8DcO+999KlSxeSk5Mxm81cuHCB++67j4SEBGJiYvD09FTza8PCwjhw4AC1tbVkZmaSnJxMTEwMVqtVHevy5cvVYll//OMfmTlzJsHBwYwZM4aNGzdSWlpKbGwsJSUlTJs2jeTkZKZOnUpFRQXHjx8nPz+f/Px8+vfvT2lpKXV1daSnpxMXF4evry+LFi2ipKSEnj17kpKSor5/ampqmD59OnfeeSexsbHYbDYqKytJT08HYNCgQWRmZnLx4kUuXrzIkiVLMJlMrF+/nvj4eCZMmEBYWBjBwcFERESoGbqKopCSkkJTUxMZGRkkJCSQmprK1KlT+fLLL7FaraxatYquXbsSHx9PfX0999xzD56envTtG8vdd5t5+mkdp06dY8+eK2Rm9mD37i6Ulhp54QV45RU7994LTz0l8wM2twsEAoFA8INEpkVY02DF1vxx1LXskiLJ6BSH0Ga5hiirSDIaxV04U5CRFAsWyYBBaXDf3yzI6uwOkc8s6zE0xw80ucQPaDUKWo1CfZO7qKfTyFhsdrVAlkbWYLXZ3QQ+rSxjtdvRa2QauTlxEsCj+XZ+vU7G+fHcNbrA+Vhdw01kpsoSGrmtC9XDoGvXUdvUjuvVZlfa9N8mlkCnQa9z78dsubk517uIqM4og7LCOnRGx9w1WrldkUKxK+4OWKcI75oRbFeQNc15s1oJu7V9IVfj4tTVm1rc1jbLtcVrrdHRzt4skjsLegkhVnA7kSQZ6TpfMtyaPhzvE+GAvf0IAfYHzNtvv83o0aOZNm0aL7/8MhEREVy6dIknn3ySzp0788orrxAQEMDKlSv58Y9/rBbhysnJobS0lEWLFvHoo4/yr3/9i6VLl/LUU08REBBARkYGn332Ga+99hr+/v4EBgby/vvv07FjR3Jzc3n66ae/7an/T+AswGU0NmAwWNqE/oeGhlJSUkJTUxM6nY7+/fsDqLehd+/enfr6ery9vdE0f1NbXV3Nww8/TGpqqpoD7Ovry7hx49i1axcAEydOpLCwkKioKJYsWcKXX37J22+/jc1m49NPP6VHjx6YTCb69euHl5cXa9euBRyibV5eHllZWaqbVpIkzGazKgKOGTOG++67jwsXLlBeXk5jYyNBQUHMmjWLI0eOsGDBAs6fP4/ZbCY7O5uoqChVgAWHmOzMvc3IyOCNN95g+vTpeHp6cscdd3D06FFycnJYvnw5JSUl2O12Jk2axPbt2wFHhENhYSHnz58nLS2NtLQ0Bg0apDpxt23bhiRJTJo0CU9PT06ePMnkyZPZsmULffv2BRyCtFOodo7JNXogLS2NgoICzGYzGRkZAKSkpDBq1Cg6duxIZWUlhYWFpKam4ufnx7JlyygoKGDYsGEkJiZy5MgRwCH+RkREoNFouHLlCpIkUVhYyJQpU4iNjcXX15djx44xevRo6urqMBqNlJaWqtd3woQJqujsHKfzdVBRUUFpaSnBwcFkZ2cTFxdHv3796NOnD+BwPW/YsAGLxcLu3btZsGABffr0ITs7m4kTJ5KSkqJGYVgsFk6cOEHPnj0JDAwkOTmZS5cu0aNHD37/+6lkZWXx058mkJc3jFdfbSQhwYOPPoKPP1aYOxeeeUZi6NCv/z4RCAQCgUDwv4+Ew8Fql27+46lN0rjkvjpwumibJHcXo4LsVqTLNfPVoFXcRFhwZMO6trG04ypt7a7UyBJycx8OMdUdo16DYnWIj3a7HWQNPh7uArMZO1qNS6Esl/OYPHRYbTco9uWiiZotVjwM1899dT1nk9nqltfauvCXViPT2GTFaGj7HNkVpY3T1Wy2uYm+9a3cqw11VjfXq6Wx+dZ/o4upx6q0ccO2ZMI2FwHTuguwjn2S22/nuQAMzUXAzLVtxWeNTm4jwjqF1/Yw+BhZ/vE5dVyrVgy6ZluB4LuOcMDefoQA+wOmZ8+enDlzhueff55FixZRUVFBhw4dmDt3Ls8//zwBAQEAvPvuuzzzzDM88sgjlJeX061bN5555hnAIbodO3aM3/zmN0ydOpWmpibCwsKYNm0asiwjyzJr167l5z//Of369aNXr168+eabjB8//luc+f8GTgHW17fabX9wcDBXrlxxEwHj4+Pp27cvly5d4uLFi9xzzz2MHz+evXv3MnnyZLZt2wY4XLMHDhwAHAW3AGw2G3V1jsqwPXr0ICsrS3W/rl27FkVRVBFUq9Wi0WgICQkhNjYWs9nMwoULaWhoIDU1lT59+pCZmcmCBQvIz88nJibGLdqgpqaGtWvX0tjYSG7zBCdPnkxxcTGZmZm8+OKLjB49WnWkVlZWYrU6FkcrV67kwoULzJ49m5SUFNXhK8syp0+fJiEhgYaGBjp16kRycjIBAQFs376d8+fPM3HiRObOncvq1asZPXo0X375JcOGDSM3N5dBgwZRXl7O6dOnKS4uxs/Pj1OnThEUFMS5c+c4d+4cy5Yto0ePHmzatAmz2Ux8fDw/+clPyM/PR6vV4u/vT0lJCQsXLuTgwYPcfffd6v/AampqGDt2LNXV1Zw9e5bTp08D0L9/f6KioggNDeXMmTPEx8eTm5vLo48+yp49e1i4cKH6ZQZATk4O48ePJzg4mB49ejB69GhSU1N577331AzYwYMHExISAjiKq124cIHHHnuMgoICCgoK6NWrF2PHjmXChAmcPHlSzdzt0KGDKiSfPn2asLAwxowZQ1paGqNGjSIjI4OPPvqI/Px83n33XQYOHMhvfvMbNm/ezJIlSygqKuLEiRMkJiYCjgiL2tpazp49S0VFBSdPnqR791Ref70TtbXR/PGPVk6f7qjmxY4b18QLLxiYMEGNIBIIBAKBQPADwi5pkVFQFLsqlNppuyhwFuhqHTFgkzSqI9Yq69TCXK40NBf7AvCSm6hX2hfWnBEEem1LHIG2lXvUeo1b5J0YtRoaXSIJnPEBzt+eRi1aXVtx1MuoUw0XTgHU9jUj2fQ6LTa7orp2XYt6aTVtr61Oq2kTgWBplYFrNGjV8znjGAw6jeqWdRWq7XbFLbpAsV83LaClz0YrCnYwgc1iQ5JlNxFWo9Nga3bbts58lWQJg0/b69pepIHeS4ul3iUPVu8u6FoarOg82solTRYrBp/2Cxvc+5/zAEKIFdwypG8gA1YSGbDfGEKA/YETFhbGxx9/fN02RqOR119/nddff73dx3v27KkKOU6cEQTgENicBX2cuDo5w8PD2wTW+/n53bBA2PedZn2U4OB6wCF+WiwWtZiSwWCgvr6eTp06UVhYqIqoAAkJCRw6dIiysjIqKyuZOHEinTt3JjIykg4dOrBz504mTZpEdnY2Xbt2paCgQC1oZbPZePjhh9m7dy+LFy9m+/btzJ8/n/PnzzN//nzy8vLYtWsXVVVVdOrUiYMHD+Lj48OpU6c4duwY999/Px06dODixYtkZ2dz9uxZHnvsMU6cOMHgwYMxGAzs2LGD3r174+/vT5cuXSguLqa+3jHP8vJy1q1bp7pgneKi3W6nvLycXbt2YbFYePbZZ9m/fz+dOnXCx8eHyspK/P39iYiIwMfHh4sXLwKQn5/PiRMnOHfuHFlZWbz88svExMQwY8YMzp8/T1lZGY2NjYSGhjJq1Chqa2sZNmwYcXFx6vVMSkoiLi6O9PR0Ll26RJcuXUhISMBoNHL4sKNa6j333EN9fT2yLPOHP/yBoUOHMnPmTIqKijh//jzDhw/nzJkzaqbqsGHDyM/PZ8+ePVy5coW0tDRmzZqFoihoNBoyMzM5c+YMS5cuVY/Lzs5W368+Pj4EBgYSGBiovibKy8tJSUkhISGBhIQEwsLCOH78OCaTifj4eE6dOkV4eDifffYZHTp0oEePHtTU1BAUFMTQoUNVUV6WZa5evYrNZsNisVBXV4de74jDCAoKIj8/Hz8/P8xmM0lJSSQkJODt7U1ISAg+Pj706tWLLl26UFpaysmTJwGH0O/l5cXAgTK/+c0JfH1H8/LLFg4f7kxsrIFJk2DoUDu/+53M7NludSkEAoFAIBB8z7BJGhRkZOxqDIETSbFjkxximEaxujlXW+P6mNX1b1mn9nMzeOgcnztqGlvO4arZaWTJLf+1tSDrMnpH/81CpEnvLgY6h+ih02JtdXebq8jiKns6RVv7DT4btR6jcx+05K3a7Uobd65WI+Ew5EpoNXrqGs1qvwadhiaXaAGdVlZFVYPOtZiZI7JA5+LebWw1vpu9i1qxt2TOyhoZuVl0dxNh9XK7ebBGX/1N9eEUWzV6jZsI60p74is4XK+KXXFx4raMCRxO2/tWxQPw6b0Db2o8AsF3AeGAvf0IAVYg+I7idMCaTA5xzblACwoKchMsa5srvvn7+xMQEEDfvn25ePEiISEhlJWV4eHhwaVLlwgMDCQ9PZ0vv/ySkSNH0qNHD/Ly8oiJiSE5OVm9pfyOO+4gKSmJ6upqXnrpJWbNmkX//v2prq4mOzub7OxsevfujdFopFOnTkRERLB7927AIQpmZGQQFxen3uIfFRXFuXPn8PDw4P3338fPz497770Xf39/Vq1aRZ8+fUhJSeHBBx8kLi6O4cOH4+npydatWzGZTPTs2RNwFJjKyckhJyeHnj17sm3bNrRaLR988AEdO3Zk5cqVWK1WduzYweDBgykrK+Oxxx5jz549LF26lKKiItWhWVdXx2effUZTUxO5ubmYTCbmzp1LYGAg27ZtQ5ZliouLeeaZZ1i/fj1TpkyhsLAQRVHQarUMGTKEgIAANb8WoL6+nsrKSvXLhurqajWeIS0tjbi4OJYsWULPnj0pKipCp9Nhs9kICQmhR48ehIaGotfrOXHiBKmpqaSmpjJmzBi0Wi0dO3YkISGBy5cvs2TJEq5cuYKXlxe1tbUMGTKE/v37c+DAAYYMGcKpU6cYNGgQ9fX1TJ48Gb1eT05ODk1NjgquTpf6gAED2L59Ow8++CCnTp1Sox8eeughNBoNW7ZsUV20S5cuZeLEiaxdu5ZFixZRVlbGxx9/TF1dHfX19dx///1otVo2bNjA4sWL2bhxI4qikJSUxE9+8hO+/PJLFi9eTFpaGm+//TYA3bpVs3HjHC5ezOUf//Bg+/ZgzpyRmTsXevY087vf6Vm6FNoxhwgEAoFAIPgfxdXVKrVTKMuJRrHdtHh6/f7aV/0sspbWMa1WO7hqanYFZNmlAFjzqdqrk+UUZK12BVmS0Gs16LWadot2OdHIknr7v2vsgLlVzIAzhsxx3rbCr2txLq0GVTDVtCMSazWyQ2x1uSytDbYmo56GJndxU+fiNJXlaxcTc1JT515subHh2sXFoCXO1YlTzLweepPOzQFrt7b/etI2i62WRqtb9uu1+rI22lRxtT3nbEvMgaz2qTW2/1oVQqzgv0VkwH6/EAKsQPAdJSdHAST8/KoAR9GsyspKiouLAVSHodNpfP6845aXc+fOMWXKFO644w7sdjsxMTGcP39eFUl79+5NTU0NOTk5pKWlsXnzZgwGAw8//DBHjx5l9uzZZGVlqc7Oy5cvk5aWRnFxMVevXqVz587ceeed+Pj4cPDgQVJSUggICODZZ59lzZo1avTBnXfeSX5+PrNmzaKuro6dO3eq8zh48KBajOvDDz8kOjqarKwsAgICeO+99wgNDWXhwoX4+/uzevVqfH19KSwsZMmSJZw/f55Zs2YhyzJr1qwBHOLz1q1bsVqtpKenk5KSwqxZs2hsbMTLy4vjx49z+fJlHn/8cc6ePUtERAQhISFs2bIFgD59+lBeXk5ycrIqMvfp04fDhw9jNBr5y1/+QpcuXVi2bBl2u52tW7fSu3dvqqqqePbZZ9m0aRNRUVGcOnWK8ePH4+npicFgoH///uzfv5+0tDSCg4PJz8/n3LlzpKWlcebMGXr37s1dd92F1Wrl8OHDREdHU1lZyYIFC0hNTaVXr17k5uaqubCdO3fm/PnzGAwGNUpi8uTJqrD85z//mYEDBzJ58mSuXr3KyZMnCQ4OJisri1/+8pfs2LGDpUuXkpyczJtvvgk4YiY0Gg3JycmAIyu2U6dOjBkzhqNHjzJy5EjOnj1Leno6aWlpbNu2jYaGBubOncupU6fo3bs3GzduxMPDA4PBwNGjR2loaGDXrl1069aN0tJSZFkmKSmJCxcuMGXKFM6fP0+XLl3Ys2cPHTp04P77G1i+PIAPP/Ri376epKcbWbkSfvc7G089peH//g+uU5BWIBAIBALB/xhSc9SAFb3btlOUdWbBXsv9Krkodtdq07qAl7MPm6RBVhQMspUmu6Mfp3Zn0NlpsjjOp5Vb9rudp1l81LV3G3+rfdcTYMFdeL1ee01zn7abuEPQoNMgy2BulWXqKpq2FmFdcXW8NrVTWKuhySGmmozu19fpgm0vL1fWtDhxrS7jMjXHBTh/VxY34BNodMRJuGjAslbCZr5WFqwDvZfOLYfW3Ogu+nr7O2IDWmfRthmr1ulkbTsPV0HW9XFro+2aIizAyrUO08YnSwZct2+B4NtEOGBvP0KAFQi+o+Tk2AENXl5VAOpt5k7y8/MBCAgIUG8HLykpYdSoUciyrApsAQEBdO7cGX9/fwAGDhyI3W4nPj4ecMQVjBgxgurqaurr60lLS+Ps2bM89NBDnDx5knHjxqnFmMxmM0OHDqWqqor4+HjS09MBh4B58OBB9Rb/sWPHMnr0aDIzMzl37hzl5eX069eP+fPnc/DgQebNm8e+ffsICAggLy+PsWPHUltby/79+wFHYae9e/c2X4ccoqOjCQ0NxcvLi0GDBnHkyBFqamoYMWIEwcHBnDt3jhkzZrBv3z7q6+uxWq0YDAZSU1M5d84RjN+9e3fi4uIwmUz85z//oXPnzsyZM4eFCxeyYcMGJk6cyJYtW5g3bx7x8fHMnj2bqqoq1cXq5+fHzp07MZvNpKenk56eTt++fdm7dy9Wq5W//e1vdO/enQkTJmA0Gtm0aRPp6elERETw3HPPsWrVKsaPH8/ly5dpamoiJyeHbt26sX//fmpqasjMzCQ+Pp7ly5fTrVs3EhMTVfeqUxSfOHEi3t7ealGxoKAgOnfuTEVFhfq68PLyYu/evVRWVqo5u9OnT6e2thZJkjh9+jRpaWncd999nDx5kqVLl5KRkUF5eTmlpaV4enqi1Wrp0qULXl5e9OrVC4vFoorA+fn5zJ49G29vb/z8/IiMjKSwsFC9zvPnz2fs2LGsX7+euXPncujQIdXRO336dAYNGqTm2V64cEEV5keOHMm2bSPZuvVLzp4dznvvGcnL0/DYY/DiizZ+9SsNjzwCvr7/7TtLIBAIBALBt4WMQ8CySRpsaFXBVUF2c8c6/3YKrU6RVWpllWxPfDXLjmxXjWJ1c8DaJM01xVqnbme2Sug0LSKbTgMNFnehT6tpyYa9EXpnnmizKHk94+iNxFpwCLGSJLkJsTqt5FIoq6UD16iB1i5X13ayBrfiXo5oAYeY6BRgLVY7Oq2siq8AdY2WNhEFzqgDo1FLY7MAaja7i7ja5nGZ2slq9Ql0iKTOp8k3xEhlhUMw1ehlbGbHRPReOjU6wFX4tFrtaLUyBg8NBg+NKvwC2CyOORqbowVu5Mp1OlwVtxxbR/RAa/EXwGa2Y220ofPUus3BlZVrL6DYFf6zbOB1+xYInEjN/93uPkA4YL8JhAArEHxHSU83Ax5tinC1pqKigoqKCiIjI5k2bRpnz57Fx8eHWbNmodFoqKyspLCwkKlTpxIQEMCJEycYP348p0+fZt68eVRWVtKnTx/S09O5fPkyly9fJjo6muzsbPz8/Hjrrbfo0aMHCxcupKqqikuXLjFgwACSk5NZuHAhly9fZsaMGWRlZXHixAnAEZewY8cOSktLVQekwWDAYrGQmJhIYmIikyZNYtSoUVy8eJHLly9TUlLCHXfcwfz584mNjeXuu+/mxIkTahGu0NBQMjIySEpKUs/p5+eH1WolLi6OlJQUJk6cyNSpU9mwYYPqvhw1ahQNDQ0MHz4cWZbVMRYUFLB//340Gg2XL1/mT3/6E1OmTCEiIgKLxcL58+fJzc1l8uTJ+Pr6cunSJSZPnszOnTuZOHEiOTk5zJkzh+rqatWJGx4eTmZmJqWlpRQXF1NcXIzFYqG8vJyrV6/y8ssvM3jwYO69914uXryILMtMnDiR7du3o9Fo6Nu3rypmOkXLAQMGoNPpiIyMZPXq1fj7+zNo0CDmzZvH6tWrMRqNXLx4ET8/P4YPH07Pnj0xGo3s3LmTMWPGoNfr8ff3V523aWlpDBs2jJqaGhoaGli3bh0Gg4EHHniALVu2MGfOHIqKinj77bcxm838+9//ZvTo0fzf//0f+/btY8qUKRw/flzNdnWK8na7nQEDBnDy5EkKCgrIyMhg27Zt+Pr6MnbsWDp27IjZbObDDz+ktLSUd955h7Fjx7JixQrS0tIwGo2sWbOGgoICxo+3ExlZxqlTfVi7tgtlZf488wy8+qqdRx6R+eUvITT0Nr3xBAKBQCAQ3BZSS44gSQ6BTaOATbr2R1GtYsHq4mBtLby2xjWuQKNYsUlabJJWPa69OIObjTjQtiOkWdsaQ69Ju45QSVITEDSyhNnFTalpJbC6dn+tYjy6VoOUW53Hzo2cuJKbCNseFqu9jWO3tUPWblewNs9FliVVhAXc3KnOtu0hyeA6XJ1Rq4q25iaXPFpPLXqDxm0fgMGj/edVo5OwNLVcZ6cQa26yYTXbsFuvNZ5m93Gz+KvYFew2R5+uObHWxmaxut6KRi+7RRu0jjIQ0QSC7yLCAXv7EQKsQPAdxGaDsjLHt/c3EmABgoODaWxsZMeOHQAUFRWpmbFpaWkA6HQ6KisriY+PJz4+nocffpjg4GA+/fRThgwZogqKFy9eZOLEiVy5ckV1WlosFrZu3YqnpycXLlzgxIkT3HfffXTp0oVLly6Rnp7O2bNnefzxxzl58iS9e/dGURQOHTpETEwMRqORO+64Qx0LwNWrV9m4cSNlZWWUlZWh0+kYOnQoGRkZXLhwgQsXLjBp0iSWLFnCF198ATgyZv39/Rk2bBhNTU306tWLzMxMAGpqakhKSiI5OZmSkhL+9re/0b9/f6ZOnUpTUxOxsbF06tQJgJ///Ofs37+fe+65h5ycHFJSUgBH8bhDhw6Rk5NDRUUFXl5e+Pn5UVdXx6lTpzh16hRz584lOjpazTi9dOkSc+bMQZIkMjMz1TiFFStWEBcXx4IFC8jLy+P48eOAI7N3/fr1+Pn5ERcXR2BgIEuXLsXb25uNGzcyatQodu/ezYgRI8jIyGDo0KFUVFRw9uxZysvLKS8vR5ZlLly4QEZGBhkZGQwaNAhFUfDx8eHDDz+kc+fOLF68GKPRyIYNG+jZsyfl5eUsWbKES5cuMWLECHJyclQXdc+ePdmyZQtJSUkkJSXRo0cPRowYQWxsrFp0S6vVYjKZSEhIoKSkRH0ezWYzOp0Ou91OSEgIAwYMUPOELRYLkZGRlJaW0tDQQEFBAaGhoZSWltKtWzeKiorw8vLCaDTSs2dPysrKaGho4OjRo9x7773cf38ko0evRZKW8NJLFtLSdPzpT/DGG3Z+/GOJp56SCA//qu8ugUAgEAgE3yY6paU8kx0JiyrK2lAkhxPWUaBLcXPFtuZ6Ai4057y6oLG35MpK2JGw46wjZbE5/tBrFcxWF3eorEArt6ssK3gaWtpdyw3rdLTKktRuAS1ZklRHrGteq+vfznNYbfavVAndTosIC6BvJ1PVbHMXfa3tiLR+XkZVZG2dC9se1la37RuNWtWV2vrx9vZ16GCiocmKxm6DK459HiYtFqfztVlw1RtaRFbn3+YmG54mHYrdIbYC2G2Kmwu2NU7xVqvXYOXaIiw4YhAAtzaWdly0crNI7RRs4dqZtkKIFQh+WAgBViD4DlJSAlarjCTZ6dRJwsMjiLKysmu2v3LFsUKJiYmhurqa2tpaxo8fT1ZWFmazmfr6evr160dOTo56zOHDhzGbzWRlZfHaa68xc+ZM+vbtS21tLUVFRaSnpzN06FC0Wi3+/v706tWLXbt2AeDr60t2djbnzp0jOTmZ5ORkoqKiOH36NLIs8+GHH6rFtvz8/Fi9ejVeXl6kp6fz5JNPsnfvXoYPH87Vq1c5duwYvXr1wtfXl4iICDeRtqioiI0bN2IymdSiXEuWLCEkJIQ1a9bQvXt3kpOTeeSRR/jiiy9YvHgx9fX1/Pvf/wYcgu2BAweoqanh8uXLXLhwgalTp1JRUYHNZmPfvn1UVFTw9NNPc+TIEbp27UpYWBhVVVX06dMHHx8fIiIiuHz5sjqmrKwskpKSKCkpobq6msDAQJKSkvDy8iI2NpbY2FjuvfdeOnbsiNFoJDExkfj4eB566CESEhLo3bs3nTp14vPPPwdAlmX27NmDVqslPT2dP/7xj9x1110MHjwYT09P6uvrKS0tJTQ0lClTpnDp0iVmzJhBfHy8GmUQHR3NhQsXuHjxonrO7du3I0mSGpewZMkSwsLCuHTpEtXV1SQmJrJy5Uri4+MZPXo0kiSpBcTuvPNObDYbBoOBMWPGcPbsWTZs2ADA2LFjuffee0lKSkJRFLp168b27du5fPkyCQkJTJ06lSeffJJt27YxY8YMTp8+rYrPd955JyNGjKCpqYlZs2Zx+vRpNeKhvr6ecePGYTabmTVrFseOHePUqVNkZqbTq9da/t//8yAvbwD/+IcPaWkBvPsuvP++wqJFNp59Vkvfvv/FG04gEAgEAsE3gqv4qlccBWVds2DBEVNgo9n12q5z1f0jrFVueyt7a/H1Wu1kRcEuSeg0LS5Ks9VxrGsBLrV9O/u0zZEFdru7cNqmoFdzfAA4RFbZJZ5AI0vY7Eq7hbMcfchuEQUaSUKvlWmw2No4ZsHdNdveOTWyjEdzCKxTHNZqZOqarBi07btcPQw6NxHWoNNg0GloMFvV7Rqre/EtaOt8dUWv16BvLoxl8mgnksDHgE3WUH6loeUYQ9vXhFYrt3XYNjt6nSKszaKoEQnXct+2J7KCwwXbUnxLQtZq1Db2Vg5nu82OplXxN7tVUc/dGpvZxrJ/n1W31/x4SLvtBD9MZOnGRe9uRR8gIgi+CYQAKxB8B2mO7sTH5yp1ddXU1Tm2u3btSl5eXrvHdOrUSS2c1aVLF95//30AVq5cSVxcHEVFRaSlpfHrX/+azZs3s3DhQnJzc8nIyACgsbGRrVu3UlRURGVlJV26dCEqKgqTycT+/fu5ePEi3bt353e/+x2rV69m/PjxxMbGMmLECEpLS5kzZw51dXVs3boVgA4dOnD06FHq6+vJysoiKyuL3r17c+TIEWRZ5h//+Af+/v4sW7YMHx8f1q5di8FgICcnhyeeeIKdO3cyffp0qqqq1HzRXr16kZyczJEjR8jKyuL9999nwoQJNDY20r17dw4fPkxeXh7Lli2jtraWzMxMpk6dytatWxk7diyFhYWEhIRQWlpKamoqAJGRkezatQuj0cjHH3+Mr68v999/P97e3qxevZqAgADS0tL41a9+xZ49exg/fjxNTU3s3r2brl27MnDgQAIDA9UxajQasrOzVUH0/Pnz9O3bl7y8PLp06cLBgwfx8PCgR48e3HnnnZw9e5aZM2dy6dIltRDWlStXWLduHUVFRdTU1ODv78+YMWOwWCxcvHiRwsJCIiIiWLFiBadOnaKmpgZwOFknTZpEQUEB48aN4+DBg6SlpeHl5UVpaSmXLl3i4sWLXLx4US08FhkZyaeffkpgYCC/+MUv8PDw4PPPP6exsZEOHTqwZs0a/P39GTlyJP7+/tTU1LB69WrVedyjRw+8vb0BiIqKIjs7m8DAQKxWKykpKZSUlDBnzhwyMzPx8/Nj7dq15OXl8emnnxIVFUWnTp0ICQnhypUrmM1mFEWhoaEBSZLULwyampoYOXIkw4friI6+SH39MJ57rpGzZwP47DMtn30Gs2fbeeYZmZEjb8EbUCAQCAQCwS3Hy5JHk8Ybi+wHgKw4xDyTrYI6TQDgcKmaJQMyViySAY1iaxMVIGN3y3Z1Fte6HkorQUxBdhR6okWEdWIyOARFm+I4Rq+1UdfkfrxOo6DTKG77ZVlRRVinoOpEK0tcK+JV1+yYNGhR27SOLdBpZBe3rl0VVT10GsxWu+p0bS22Ku04bzXXqr4FmAxarC592xQFk7FFMjAZtZRVNzTnxDrw0GtVEdfb5BDSLVY7Bp2mXecvgFbjOL6u0YzVam9XfHVi0Gno1MmLugYLRoOW+gYLNdVthV5X7K3iFFpvy7KE3a6g1cluRcHUx7WOnFenc9UZL9C6jd2qqI5XpxCr0bV/fZ2CrayV1CxZm0s+rlPgXfL+GQDW/nTodecoENxqRATB7UcIsALBdxCnAOvvXws4xMzi4uJriq/gqF4fFORwyubn5xMaGkp4eDinT58mOTmZpKQkRo8eTVlZGYGBgcTGxlJUVMRvf/tbDh06REREBJGRkezbt4/KykpGjBhBbW0tCQkJqhCmKAqVlZWUlpby0ksvMXr0aKZNm0ZiYiIJCQkUFxczcOBAFixYwJdffsnMmTPZsWMH06ZNIy0tjTlz5lBTU8O6desAR2bqqVOnqK6uVkXavn37cuLECWRZ5vXXX1cFul/84hfs2rWL0aNHs3fvXkaMGEFCQgKhoaFkZ2dz5MgRrFYrnTp14tixY/j6+nL06FGOHj3KypUrCQ8PZ8uWLXh7e5OamsrEiROpqKhg9OjRmEwmNeYgMDCQQ4cO0dDQoI5pyJAhJCUlERoayt///ne6devG4sWLsdls7N69m6ioKKqrq3n66adZv349MTExfPHFF4wfP57CwkLGjh1LVVUVJ06cUAtj+fv7YzKZKCws5MCBA9TX1/Pss8+ydu1apkyZQnZ2NidOnECj0XDnnXfi4eFBZmYmDQ0N5Ofn4+npybp166itraW4uJjo6GiCgoIwGo2cPHmS4uJievTowXPPPceaNWsYPnw4p0+fZtCgQVRXVzNkyBDMZjOXLl2itraW2tpa9RqUlZVRUVFBbm4ukyZNIjo6mqSkJAICAvD19aW8vFx93XXv3p0RI0bg6enJoEGDMJlMrFmzhvz8fHJzc5k3bx7h4eEkJibi5eWFTqdjyZIl6liys7O5++67KSgo4IMPPlBfZxMnTiQ6Oprk5GSGDx/OiRMnVCdt375XWLt2ICdPlvKf/3Rk/34ftm+X2b4dRo828/zzeqZMuX6hC4FAIBAIBN88BlsNEnaskrfbfqcY6opOaWojwiqS3OyMlZu32ymG5CLYthZewRE/ILd2jLYSYQE0kl0VYU0Gh7hmtbkLqXqt+3kazS3nMLSjKTY2Gzm1GgkkpzPWZRzN+5yirE7jXpzLrlzbJXuz6LWyW+Zs64gErUZWRVhJktqIuH5ejsgIpxvWw2WidY0OYdQp0LYXv+AUXwFMRodga7W1PP8eBi3mBse2XqfBOVKjwSFdeLYj1jqLfjXUXbuwliS3uGdd2zmzYGubxVAvXwP1dRa33FatUYO59to5xJLsLmw7j22vWJdTiFXsiuqCtpnbvv6FECsAkJCRbvAF03/fh+M1KRywtx8hwAoE30GcAqyXVyXgyG+9HoGBgW6iGEBJSQklJSX079+fjh07otFoCAgI4Pz58yQkJAAOR+mhQ4fU2ICwsDAWL15MXl4e5eXldO/encTERJYuXUpSUhJ33XUX6enpHDt2DHC4ZteuXUt9fT35+fkYjUZMJhPJycmq03LatGkMGDAADw8PTp8+TUFBAVOnTsXf35+TJ08yYcIEtm7dypw5c7h06RKzZs2irKyMVatWAQ7x2W63s337djIyMkhNTWXp0qVERUVhtVoJCAjAbrfTs2dPQkJCCA4OJiIigvPnz6vX4syZMxw/fpzS0lIuXLhAr169GD58OIqicPz4cXx8fPDz8+PnP/85hw4dYu7cuezfv5/AwEDy8/MZOnQotbW1fPnllwA0NDSoTt+0tDSSkpIYM2YMZ86cITMzk1deeYXx48czZMgQOnfuTEJCAlarlZCQEEaOHElpaSm9e/cmIyODgoICCgoKuOOOOzhy5Ah1dXW88sor9O3blyVLllBXV8fBgwcZMGAARUVF/OxnP2PXrl0sWLCA2tpatm3bps7TarVy9uxZGhoaSE5Oxmq1kpWVRUZGBv/v//0/BgwYwLRp06iuriYuLo6uXbtisVj4xS9+wdatW7nnnnsoKCjgyJEjDBo0CL1ej7e3NwcOHFBfMwMHDuSuu+6iU6dOdOnShcrKSlatWoWiKMiyTFFREb169aJDhw6Eh4dTV1fH5s2byczMJDMzkyFDhlBSUoKPjw9//etfAfj000/x9/dn/PjxpKen4+npycmTJ/Hz86OxsZGjR4+6RXDU19dTU1NDWFgtb70lkZiYz5tvGjl6NJzjx/VMmwaDBtl45hkN8+aB5uZqbAgEAoFAILiNeNTYseglrB4W9EoFABbZ1/GYvQKr5AmAWTK0OdYp0GoUM2ZJj0ZxCGhWSYfe3kSTxgNwuGG1zYW3mjTGNueRuLaI1lqUBXCVxVyzYZ3oNAoWlwxYo96O1Sapompr12uz3oheo0CrvNlrjsslJ7apnYxSp6Cq17rHFAAYm4VQu+LujtU156JabA5BV3OdrN0ml4pjrmKqRzsKs1NQvVZerEGnbTNGg06jFhFz3grtpZPVDNj2+vLy0GOzK5RX1WNsdugajVr1b4D6+mtn1nqYHO2aGlrm5uXb8rrzNOmoq3F32WqaoxJai6UGH8fYzLUWtMbryyuti3Fd69yuetvSDxxC7GcPCCFWcHsRDtjbjxBgBTfk/vvvp6qqii1bttzWfj7++GMef/xxqqqqbms//wssrP2YGb5/oW9iEp8MXkF2836TyUSdM4/AhfLycoKDg9UsWHCIth4eHmouaNeuXdmxYwd9+vShQ4cOeHl5MWjQIHx9fdWiSSaTiU2bNhEYGMjp06cxGo0sXboUPz8/zpw5w969e6murubxxx8nLi6OqKgogoKC2LRpkyr09uzZk6ysLHUctbW17N69m7y8PCorK/H09MRgMODt7c358+c5f/48s2fPJioqiqqqKi5evEhycjJLly6ltLQUo9Go3u7epUsXPD09ycjI4NSpU0iSxDvvvEN4eDiLFi1Cq9Xy2Wef0dDQQHFxMc888wxbt25lwoQJKIrCtm3bqK6uJigoSC1qlZ6eDjjySbOzs1XheOrUqYwcOVIVWM1mMxEREcycOZP4+HhmzpzJmTNnyM3NJSIigv79+7uJ4Ha7nYMHD5KSkkJDQwMmk4mZM2cSERFBXFwc/fr14/LlyyxatIjExETmzp1LcXExsbGxgCPKYOPGjdjtdjIyMrh48SLjx4+ntLSUjh078s477xAYGMi8efOoq6sjLi6OgIAALl68yE9/+lMOHTrEsmXLKCoqIjExEXBk4u7evZuamhqysrI4d+4cI0aMICkpCU9PT1555RUiIyNZvHgxVquVL774gpiYGM6ePUu/fv2oqqrCaDTy+eefk5mZSWBgoCqQ5+TkkJ2dzZAhQ+jSpQudOnUiLy+PgIAArFYrEydOpLi4mNGjR1NdXc2lS5fUaxUSEsLo0aPJzs5m+PDhdO/enSNHjnDkyBEApk2bxrRp09i/fz8DBgzAz8+PrVu3qpm1M2fOZP/+KNatO8rRo8P5z38MnD+v4Z57oEcPG7/9rYbFi7/221EgEAgEAsEtQGfsiuFqIV61FsqCHaKVRqnHJnkiK43olUbMcgDedseXrvWyH1p7iwhmlh0CrV5p2ae3OQRZg60Bs9wioGkUG57WOrfcV9dcWLskuQmu14ox0GFT25pv4qOzQau4ZcG64uZ0lRWQFYx6hUaz3Kadq04nSS2Crms+qzN7FsCk5qJKaDUKFbWKW9vWrllnFq1eK7URRN3HIuGhc8y70erIm9XIjoiBax4ju+e5amSZqtpGfE0tz09do0NANxm1WG0txcpaYzLqsGsc/beX2xro5+m27XTgtsYpzDY2XtshqzO4Pw8e9pY5NLoU23KKpVpjs7jdfC18Qh1jqb9OPILTEXstIdbRpv39Sz84g6yVWX3/4GseK/j+IblkR9/OPkA4YL8JhAD7A+abElYFX51wnwqodohLy9as4YMHHqC0Qwfq6urUDFNXAgICuHLlCqGhoWqFeovFgsXS8s1vXl4ePj4+qmg1d+5ctQDS8uXLSU9PZ8SIEdTU1KiuysbGRlJSUjCbzapQ2bNnT86fP09wcDDbt2/H29ubadOmERQU5JaZ+sQTT3D06FF69OiBoijU1dWprtPBgweroiBATU0N+/fvJz4+HnC4Xi9cuIDBYOD06dNER0czfPhwQkJCOHDgAL179yYpKYmzZx2B9YqisGvXLrWomDNv9uDBg5hMJt5++206derEkiVLMJvNxMbGMnv2bLZu3Uq/fv0wmUz07t3b7boWFxezdu1aGhsb1diA6dOnY7PZqKys5PDhw9TW1vLUU0+xatUqTCYTe/bs4ZFHHuHYsWP07dtXddsGBASg1Wqpr69n8+bNZGVl8fbbb7NkyRKioqK4cOECtbW1HD58mBUrVpCVlUVERASBgYHs2LGDIUOGUFpaSlhYGBUVFZw4cQK73Y6fnx87d+5Er9ej0+n4z3/+w/z589Fqtfj4+HDw4EEKCgp4/PHHyc7Oxmw2M3jwYLZv386kSZMoKipi2LBhVFZWqmKnVqtl48aNyLJMamoqiYmJPPzwwwQHB7Nq1SomTJjA7t27AYfIP2fOHJKTk+nUqRNFRUUMHjyYzMxMEhMTKSkpQZIkZs2aRYcOHcjOziY3N5cLFy4wadIkamtr8fT0VIusOYud9e3bl/79+1NbW8ukSZOIj49nzZo1ZGRkqO7XiIgIampqGDhwIElJSVy9ehW9vpxHH81g9Og8tm3rxs6dkWRkePB//we//73M9OndiYkBP7//5t0pEAgEAoHg65LqH+z4wwrda4qABioCWhQnD1sRAE2aIDztVTRIbd1YWsWMVdK32W+0N2KR2roynW5ZyzU++krKtcVEaHHGmrTO82jcxFSjzuFkdQqi3h42rC6uWDetTWrbl1FvV0VbpyPWVVxtfRe71Sa5Pe6Kc3+Al4TVBk0WrineqOdtlVd7MwkHRp0Gm6K0EWJbx8s6b8t3iq/OrFqfZoHWpiiOOAYkVYj9b/DzMqpCbYC3wxXtmmmLFxSX1aqCrOwyWWuruRg8NKpD1uihheaoAs3/Z++8w+Oozrd9T9mqblmyJNuSqyRX2bgXXHAB29jGFIPtUAwpJKQQkhDyAxLCB4GEEkpCIBAgFDdw7zbuuPcmF8mS5SLJ6m2lbTPz/TG7o11JpgVT576uvbQ75UzZkXTmmec8b6CYlqtWv8+yR4Rfc1anjLdev1bskRbcdfpywcxYuLwQK1mlZg5bsUlxsVtf2wvAe3f3ucxZMDH5YpgO2CuPKcCamHwTeeABmDgRdcoULDk5/PTVV9kyciTHu3enpIXFKyr0YVxB8bUpsizj9/upqakxpgVzXQF27txJXl4ee/bsITMzkxtvvJH9+/djsVho06YNkiQhCAJ+v58BAwbQ0NDAokWLqK+vp6ysjI0bNwIY4mdGRgZbtmxBFEX++9//Iooi99xzD61bt2b+/PmGi/UPf/gDq1evJiMjg7Nnz5KVlUVERARpaWmkpKQYmaQAubm5rF+/ntLSUgRBYMSIESiKQlZWFlu3bmXKlClcvHgRm82G2+1mzJgxCIJgtFFVVcXSpUuJiYnh8OHDHD582BBAg0PgN27cyOzZszl79ixxcXG0bduWFStWMGHCBC5cuEB8fDxnzpwhNzeX3NxcMjIyWLNmDXl5eTz33HNkZWVx9OhRTp8+zeHDh0lJSWHo0KE4HA6WLVvGgAED8Pl8dOjQgdLSUs6dO8e+ffuMaIX+/ftTXV1NVFQU77zzDhEREcyYMYO2bduyfPlyBEEgPz+fcePG4fP5SElJoVOnTqxduxaPx0NcXBwul4tDhw4Z4nTHjh1Zt24d0dHR7Nq1C4CZM2fSsWNHVq5cSVVVFbt27WLatGk0NDSgaRq9evVi+fLlAKSmprJ161Y8Hg95eXk89dRTjBkzht/+9rds2rSJgwcPkp+fz/Tp09mzZw+VlZWkpqaSl5dH586dSU1NxWq1kp2dbcQQdOrUiYKCAvLy8iguLiYzMxOrVb+Rio2NxWaz0aZNG+MBgiiK1NfrlZJzcnIYMWIEffr04dy5c/Tt25c2bdqwevVqLl68yIkTJ/jhD3/IHXe05a23PqSs7Caee06lsFDizTd7sXChjwcegJ//HFq1+ny/liYmJiYmJiZfnKiOo7gK2JW33JgmOdridBcbnz02vT9gU8rwi04iNB8uMV5fX2kcadQgRuEXrFjVeqzUI6LhFWz4pHAxzKHU4xX1Nu2Ku8X9UoSAwzLggm2aR9vUHSuh4G0iAF9OEG1KS1poqGPWKmu6O5ZGMbZpTuynia+h6CP3QzNkm29TFPSohRCDKg6rSE1DeHsR1oCL1BeIgxAErIFc1qYu2qYuXr+mGeLr5bDIopE3GzQnS1Lz0AhrSJGrBo9irBtElj45LzM+1hH22etVEEUBq1XCGyJ+tuS4DYqvABFR+rXm84bvod0hG7myXo+CPTIQUeAOddE2FvcKOmkVr4qmapeNOmjKXW8dYHqbT1zExORzYTpgrzxXNs3X5FvDhx9+SK9evXA4HMTHxzN27NgWh7oDrFmzhuHDhxMbG0t8fDzXX3+94VwDOHv2LJIkGS47p9NJVlYWO3fuDGvn7bffJjU1FafTybRp05plmB4+fJjRo0cTFRVFdHQ0/fr1Y9++fV/+wX9TycyEIUOMjyO3bOFn//oXNy9YQHxI1EAQWb7885Rg/mgoBw8epGfPnsb8IDabjTfeeIODBw9SWVnJkiVLWLhwIZIkoSgKr7/+OkuWLGH8+PGkp6eTkZHB0KFDueqqq+jZsyeZmZkMGTKEQYMGGUXD2rVrx/Hjx1m2bBl5eXksWbIEv9/P8uXLcblcvPbaaxw8eJBBgwYxZMgQdu/ezZEjR4iNjeWnP/0pAP379yciIoKf/vSn1NXVUVBQgKZpdOjQgaFDh/Lee++xZcsWrr/+eq677jrWrl3L7t27SUtL48EHHyQpKYlZs2bRtm1b41j37dvHwoULyc/P569//Svx8fFUVFTgcDhYtGgRL7/8MoMGDSIrKwtFUbBYLBQWFnLDDTfQqVMnbr75ZgYNGmS017lzZ7p3726I1p06dcLn87F06VKqq6vZuHEjN9xwAzNmzCAtLY1x48bRr18/Y/2MjAysVqsRuQCwe/du5syZw4EDB3j77bdxuVzExcXRuXNn9u7dy5IlS4iLiwP0iIFevXrR0NDAmDFj6N+/P2PHjuWGG27A7dZvOkRRJC8vj0WLFnHo0CHee+89VFWlsrISu93OsmXLmDdvHr169eL3v/89drudm266iS5duhj7pCgKH330EcePH2fNmjVGFm1lZSUffvghc+bMYfLkyUyfPp2zZ8+SmprKpUuXuPXWW0lPT2fq1KlkZmZSXKzfcA0dOtSY9qtf/YqsrCxefPFFcnNzWbx4MZ07d+aHP/wh6enp/PrXv8bpdPL8889z+vRpXn31VU6ePMnEiRPp0qULs2fPZsuWLWzcuBFJqmfGjIu88soa7rlnD0lJdVRXW/jTnyA1VeU3v9EoLLzsr42JiYmJiYnJFaCgPBuv380Riy6ERWhJWLwqFq9KZG2jSCppbmStlhjlLJFqcVgbDrWWGKUYh1aDRfMgaV6smoc4fyk2tcF4AVjV8CHhdqU+7LOk+ZE0PxbNh1X1fOK+C5raomPWghL2ckh631oUIKgNhoqoVlnDIukvm6VlB26wwJfcwh27TdawyRoOq0pchPKZBeAgQZHX2H+puTiaEK0RaReMVxC7RTJeQUIjDoJvw45XEvWs2SYvqySGDbEWWijaJQoCoiAgS2KY+CqJIhZZDBNfQS9wFny1hEUOLw5gtUrIsogsizidulgqyyJWq2SIrKBHFIgttBkRZTFen4TVLiNZRUN8hcYYA9Cds2HLR1qwRn5ymwB3vLaXm1/e9anLmZh8Gnv37iU7O9sUX68gpgP2CuHytixeXikirBFfeN2ioiJmzJjB3/72N6ZNm0ZtbS3btm1rVvEyiMvl4oEHHqB3797U1dXxxz/+kWnTpnHo0CHEkHEnTzzxBM8++ywZGRk8/PDDzJgxg9zcXGRZZvfu3dxzzz089dRT3HDDDaxZs4Y//elPYduZNWsWffv25V//+heSJHHo0KFPLUb1XUP8y1/gqquguhrtwAGEpUvpkZ1N15wc5syaRUGHDsayfr+fqKgoamtrAUhOTqaoqMiYX1JSQkpKCoWFhURHR1NTU0Nubi6AMcTebrdz+PBh2rZty8WLF8OE2cjISMNhm5aWZkRX9OjRg7fffhuA8ePHI4qi8XnGjBl07NiRuXPnMnr0aNauXcvo0aMpLi7mmmuuITo6moULFwK6eHjixAlKS0sNp2RWVpYRS/Dqq6/Sq1cvdu7caYi3oMckqKpqHEOwveCxpaenU1lZSV5eHo8//jgDBw7k/vvvZ+PGjUybNo3s7GwjjzTo3gwdqlVYWMixY8fIzs4mOzub0aNH0717d1wuF3l5eVy4cIEpU6bQrl071q9fT1ZWFu3atWPq1Km8+OKLgB5dkJ+fz/Dhw1mxYgXt2rWjvr6eTZs2UV9fzyOPPGJkv1osFkRR5P/+7/+YP38+Q4cOZe/evfTr14/z588zcuRISktL2bNnjyHUut1unE4nBQUF/O1vfyMrK4uOHTsCGDEMycnJPProo7z33nuMGTOGPXv2YLFY8Hg8DBs2DK/Xa7hmz5w5gyzLFBQUcPr0aR5//HHGjh3LH//4RxYuXEjv3r0pLi7G5XIRHx9Px44dad++PWvXrjWuvc2bN9PQ0EB+fj5///vfGTZsGJGRkfTv359NmzZRV1fH7NmziY+PZ/HixSQmJhIZGcmqVauoqqri6quvJi8vj3bt2rFt2zY6duxITk4OGzdupKioiH79+rFjxw5at25NfX09NpsNQRBo3bo1ffr0YdOmTZSVlfGf//yHn/70p0yeHMfy5au5dGk4r7wSw7FjEs8/Dy+/rHLHHfDQQyIhGrOJiYmJiYnJFeLWAb833tfmbWCPtxgQ6SOo2JQoVFcdAK5IXaCVNA+S5jGsQ6Kmj5AJFvCS8eAnpICSWocaKCpVL8XgUGuBKEStsV8bFGE1RBRBCmxHwSPZkTS/4YoNiq1NRVeb4kYRJMSAuzTYRihO0Wtk0Kpac+EuKLDq71t2O0Y0r0cWRlDkjLLr++dXBGyiH1UQqHBZaBXho8EnhW0v6Ky1WzRjHZenZV+Ww6rSEMiodVihIUTLtkgCvia73VJ8wSdFGiiqhgiGy1XTNMQQQVYUBDQRVDU83iAYbWALiMBaiMNWCbmH1YVYCfdl3KQOm0yDJzwXVm4i6EZEWcKcsUGcgeiB0OiCqJhAETKXH6+n+ToRUdbmxb1CtmeLtOBvsq1QkRb0+AK/W2kWLREqwn74i8HNtm1i8mmYDtgrjynAXiEin4r8Sren/emLZ+YUFRXh9/u58cYbSUtLA6BXr16XXf6mm24K+/zmm2+SkJBAdna24agE+PnPf86kSZMQRZE///nP9OjRg9zcXDIzM3nxxRe57rrrePDBBwFdJNuxY4eRLQm6KPi73/2OzMxMQM8e/d7Rti386lcAejfy6FH8996LdccOZr7/Pu/PmsW5EBE2KL6C/r02LcwVzDgNCrBBV2SQ4OfgP/RgMa3o6Gg2bNhgLHf8+HFD4A0tmiZJUli26969e9m3bx/5+fk8+eSTDBw4kN69e9OzZ0/Wrl1LYmIinTp14tZbb2XOnDl06dKFoqIirr/+erKzsxk/fjxlZWUcPHgQ0IW9nj17snHjRnr16kV2djY33XQTe/fupWvXroYTsqGhAZvNRkNDA5MmTaKiosJoo7S0lNOnT1NeXm7EE9xyyy3U1dVRW1tLXl4eNTU13HPPPWRnZxuu2GCRroiICBYsWIAsy6xfv56EhASGDRvGqVOnyMnJIScnh7i4OOrq6sLOe1VVFTabjaysLDZu3EhFRQVnz55lwIAB7NixA7vdzvvvvw/oBcHWrFnDhQsXeO211+jduzfXXXcdBw4cQFEUIiIiEASBWbNmcfjwYSZPnszq1asNQbVt27bk5uZy/vx5w53udrspKSnh7NmzPPnkk/Tu3ZtJkyZRUlJCdnY2UVFRyLLMj3/8Y/bs2cP111/PiRMnjGMoKCigoKAAn8/HSy+9RHJyMjNnzkQURZYtW0ZhYSExMTE8+OCDLFmyhGnTpnHkyBFcLheFhYUkJSWRl5fHmTNnDLE8+MCmrq7O2M/hw4dzww03UFZWhs1mIyMjg4MHD7J+/XrjXN54441GXMK4ceM4fPgw//jHPwBYsGABvXr14uabb2bDhg1069aNNWvWMHToUCRJY/Lken7841jeffcSzzwjk50dz3/+A2+9pXHLLfCHPwhkZWFiYmJiYmLyFRDVaQxjgA0n32ePz8twZxQoeh8qqqae+qgQh6BajeTT73k81ghdlA0igIIufgXFVyAgvhImvrZEMHYgKKxa0UUyRZBazJUFsGg+Q6htiiHcBqTFwEh9/JqGn88eWfBpyGpjvQe/aMEmNh5nqwh9nsOioGjhomJQfA0SYVPDRNjLuXKbOmXtFskQf0tqmh+TKIRn0GqaZkQTXM7s0xRJFAkaX5sWE2vk8sXEJEEgwiajaBqCINDg8RMdYaOqruVIiqZRBHa7jN0uo6oaUc5GRbyyRndYB92yoQQzZi8VurDaGuf5/Sq2QDyBp6Hla9Jql424AmeUlfra5kW9ZLsEnpa/I8XnYdrzWwBY/MDIFpcxMWkJMwP2ymMKsCZkZWUxZswYevXqxbXXXsv48eO5+eabjWHNTcnJyeGPf/wju3fvpqysDFXV//ifO3cuTIDt0aOH8T45ORnQxZPMzExOnDjBtGnTwtodMmRImAD7wAMP8MMf/pB3332XsWPHcsstt9C5c+cv7bi/lfTqhbxhA96JE7Fu2sSt8+fz0q9+hcdub3HxoPgqiiKqqhqO1gsXLtC6dWvKyvQqsxaLJaxg14ULF8LaqampMQp8BdtSFL1jEsyfTUxMZPXq1URE6G7sPn36cOjQIbp162a0o2ka27dvp6qqitzcXE6fPk3Xrl0NYe7MmTMMHjyYbt26UV1dTUlJCYcPHwb06+GDDz5gzZo19OzZkw4dOiBJEq+99hqJiYnccsstdOrUiRUrVqBpGtdddx1FRUX8/e9/JzIykl/96lesWrWKa6+9lrlz51JeXs7FixcZNWoUO3bsoKamhu7duxsuUL/fT3FxMQ0NDbRu3Zq0tDTOnTtHr169sNvthtBcWlpKUVER3bp1MwqkpaSkGJ3KcePGsX//fioqKnjjjTe47rrrSE1NxeFw0K1bN3r06EFlZaXh6AXwer2MHDmSrl27UlFRQWxsLMuXLzcE0bZt2zJ16lRiYmI4c+aMIS7fc889lJaWUllZaeSszp49m+3bt3PbbbdRWFhoLBsTE8OyZcuMOAeAKVOmGAXT9u/fT25uLg888AArV65kypQpALzzzjuAHivx0Ucf4XK5jAzbkSNHcurUKcrKyvjzn//M0KFDueeee9i7dy+appGSkkJBQYEhHN90000UFRWxbt06+vXrR1JSErIss3r1auP8lpSUcNVVV9GpUyej0NyqVauMc3Hp0iWSk5MZNmwYPp+Pqqoq6urqKC8vp1OnTvTp04f27duzbNky4uPjeeutt+jUqRMdO7Zj48ZMNmw4zz/+EcnOnXHMnw/z58OECSr/938iw4df9jfRxMTExMTE5EtkTOYsVh/7D4eVKrLkdni9eoxVVKXed1VkAY89RCD0umiwNfZ/Jc2DhUahVBFkNETQFARULJpH/xzAHxBV9WXAIzhC2lKQAy5bC4DkRNDUZmKrJghGgS9J86O2kO4nKQpeqXnBMF2YDM9JlQQ1TCi1oOBDuux8q9bYdwddjA3Nqg1m3gpauEvXIYKH5vcO7SwVXPC1wmZRiZZ0cdvprwMLVFj04Hy/ImCTFUpq9GMKiq8AidEioqhRXa9vp8EbKEQVcKm6fUrY8QotOFYFQQgTZgVBQEN3yFo+pTpYUJyVEPAGCm85LDJevxK2PUdADXfoAblE2PVjKatujKaIj3WGte1ye8PEV4CoCCs2i95WTX3z6ApREIhPdFBbrQuoEVEWVFWjttprRBb4/SqumsbvMVgUzGqXkQOqszNK37+mQqxsa+66FpqcI1OINfk8mA7YK48pwF4h6v5Q9+kLfUOQJIn169ezY8cO1q1bx8svv8zDDz/M7t27jWHMoUyePJm0tDRef/11UlJSUFWVnj174vWG/1MIjQsI/sMLirWfhccee4yZM2eycuVKVq9ezZ/+9CfmzZvXTLj93mG3Y121Cs3pxNnQQHxZGYXt2jVbLFh4K1RoDSU4LSkpieLi4rD4glDi4+PD8nmD32HQTdvQ0GB8Tk5ONpYNxhVERUWRnp7ONddcw0cffcQ111zD+vXr6dKlC5IkIYoiMTEx9OnTh4qKClJTU41h6Nu2bcNqtdK9e3eWLl1qCMhlZWUcOHCAgwcP4na7KS8vZ968eUBj9MDSpUuJiooC9Fzb5cuXk5eXR05ODv3796d169aIoogkSVy8eBHQhc/k5GQyMzPZtGkToBehatOmDStXrgT0TNbbb7+dhoYGOnXqZBSn2r17t3GOjh8/brg7PR4PQ4cOpba2lvPnzxti9+zZs3n//fdJS0tj27ZtjB8/noMHD3LzzTezZ88eli5dSl5eHoMHD6aoqCjs90tRFPbv34/L5SInJwefz0fv3r3ZuHEjDofDEFlvvPFGrFar4WAuLCzkl7/8JceOHTPcxGvWrKFv377GecrOzjacvD169OD48eMkJiYyZ84cLBYLU6ZMwePxcPbsWcaMGcPSpUsZOHAg9fX1pKenU1JSYojypaWlzJs3D0EQOH36NAA33HADsixTX1/PK6+8Qnx8PNOnT6eqqors7Gy6d+/O8ePHSUtLo7y83BB4nU69I1xYWIjH09jJjYqKok+fPuzfv5/+/fsjSRKrVq1i8+bNgO7ijoiIIDY21lhH0zQiIyOJjY1l0KALdO58Grt9EE89pfLBBwKrV4usXg0DB3r505+sTJjQctEMExMTExMTky+PmoYyahrK6J3YBou9I1LVOXyyHzUgKtnceh80KMRa1CoEVPyC3kewoKAGhEVJ8+AVLx/RJms+Q4QFiFBrwuYHBVlNELEr9SiCZIiywdiC4PpB96yE0swt27Sgl13zUQdYVR9CoE/tFqw4VF0stWi+MCHXBtRJ+nE4/HqfW2xSlsqievCJNmN7TYuG+UL2UxEkrKoHSVOol/V2WyvlNEj6OWxnqdBjFZqMnk/2XqTI2hZbICohMVrvl7o8jXJCMFfWaVMDP0XqQ1y1douEy/PJTmSg2dB6AEdAxPUrze8lm4q2+vKN+2UNZL66/eEHZbNI+ELiA1rHOGnw+LBZ5bDpoIu0EfZw6UQInNcGj59opy1MhBUDx2C1SM2yYYMxBcEiX/GJ4UXBANxuP74mDldnlJXa8kbXblBslWwyWkCYV5pmQgQwhViTz4LpgL3ymALsFeJ/yWT9OhAEgWHDhjFs2DD++Mc/kpaWxuLFi3nggQfClisvL+fUqVO8/vrrXH311QB8/PHHn3t73bp1CxOsAKNCeyjp6elG4Z0ZM2bw1ltvmQIsgM9nPM2uvEwp91CxslWrVoYo1pTi4mJsNluL4isQJqgGIw2CWbJNCWbOtmrViqKiIhITE9mzZ48xPzc3l9zcXIYPH05lZSVOp5O9e/cCGEW7Bg0ahMViMQTi4HFMnTqV9evXM3HiRF5//XWKi4sZOXIk58+fp127dvj9fiRJIiIigoqKCrxeLydOnGDo0KHs2LEDv99Peno6qqqyb98+bDYbHo+HEydOkJqayoULFwzhMigqg+7sPnfuHJ07d+bMmTPExcXx97//HdDF1QsXLpCSkgJgtAnQt29fkpOTWbFiBaA7vCsrK1m4cCGpqanMnz+f/Px8/vOf/3D77bfTsWNHDh48iKZpOJ1OQ3DdtWsXs2bNonPnzrz33nvccsstrF27lqSkJNq2bYvL5aJz586UlZUxdepUw+UajCPIzs42itelpaWxZcsWHA4H77//PjExMdxxxx3ExcXx3nvv0bp1aw4cOMD06dPZt28f48ePp7S0lNWrV1NeXk6bNm3YuXMniYmJbN26lZ07d/KDH/yA1NRU5syZYziD77jjDg4fPsyIESOIjIxk0aJFgO62B91hHcyvjYmJYfHixciyzIkTJzhy5Ah33HEHFouFrVu3Mm7cONauXWv8nZk6dSqzZs1izpw5zJo1i9LSUv773/9SV1fHhQsXSEpKol+/flRVVZGSkkJycrIh4MfExJCens6NN97IyZMnWbRokSEM9+tXypQpNQwcGMnKld3YsqUje/ZYmTQJevVS+L//k7jlFpCamw1MTExMTExMviQ6J2RxWqujW2XzgrNBJH/A0RkYJi9r9XgDebBBRNzYVbchyHrFCGxqLR5Rfzhv1VxYQzQ7jxAVtr5Na8AjOLBobvw0OlhDXbTB4f+hYqdF8xmCp1114xMshnAKoKkt5IKq9aiIWAICr4gaJsJGKi5jnn68PjyiflyWQNEwi+pBvUwcQihR/moA6qVIkjzncQv6PWto8TEVARGNVv7wvn68Txd5q6ytDHdtE00Sq+rlAs3vTWKc+nG7PGBtkrEqCoLhUg1isQZcqhYJ2WrBFxBeZSl83ZZiBySxuRNZ31cJn6KGOW6bYgts1yKLYSKsowW3aeM8OeynJ0QELakIrwsjioIhvIqiYEQVNNtXu4zP02i+sNhEfB6VqHj9e6+r9EAgf9jikPHX6/sqWST8n1BHbtKTqwBY+fDEyy9k8r3FdMBeeUwB1oTdu3ezYcMGxo8fT2JiIrt376a0tDRs6HiQuLg44uPj+fe//01ycjLnzp3joYce+tzb/OUvf8mwYcN49tlnmTp1KmvXrg2LH2hoaOB3v/sdN998Mx07duTChQvs3bu3Wf7s95bA8Ou6iAganM5ms2NjY8OyWYPia9ANGxkZGZZRGhQNg/Mv55p1ufRORDB+4HLCbnBaSUkJHTp0wOfz0adPHwRBoLa2lqioqGbC/eHDh9E0jQ8++IBRo0YRExNDv3798Pl8lJWV8fzzz6OqqiGCVlZWsn//furq6nA6ncaQ9W7dulFQUIDVqneWg3EK1dXVVFdXhx1zUEgOZpIGCT13QYIZpcFc3Pj4eKPtoBgdPI8Wi8WIMggiSRKxsbG0bduW1NRUcnNzSU5ONrKR3333XQBeeOEFxo0bxx133MEHH3zA5MmTWbNmjZEPu2fPHiIjI1m6dCmg59d27NiRdevWUVVVxccff8xvfvMbdu3ahdVqpba2lmuuuYbi4mKuv/56VFVlwYIFgC5+bty4EZ/PR15eHv/6178YNmwYcXFx9OjRg1OnTlFcXEyPHj1wOBxER0fTqVMndu7cCYDP5zO+x6BrdvDgwWiaRkZGBkuXLkWWZYYPH85NN93E3LlzSU9PZ9myZUybNo1z584xcOBAYmJimDNnDgCdOnVi06ZNVFZWUlhYaERDVFdXM2TIEPbs2cOxY8c4c+aMEaGQnp7OgQMHsFgsDB06FJfLRY8ePRg5ciTvvPMO69ato3///vj9ftxuN4WFhZSVlYUVmcvIyKBLly6BqIQFPP20k8cfr2XTpnSOHpWYMQP+7/8UHnpI4s47wfYpRTFMTExMTExMPh9W2UGGV0NwlQAifllDUEFSNTRRjyG4HLJajyaISLhRhObD662q3od1qKUoQvO+s1Wrxys4EVANkVUO5MDKeEGzogiSkelKSDRA0HEaFGQtNIqhNrVRfPWIjpD1w3Eo9UbBrmCBMNCFUqdSZzhcZc2HrHnxYDfEV4BItQoAtxCBrHmpl2ICx1uLhfAIBKdajVPV+8RuKQK75gJNb9uquQLnq7F/b1HcqKJgTJO0rrjkRsHaprjxSHasavOs0qDwGiQlTsDjE6h1a7SOCgqhGiAYubTFVRIo4SKpRRINETZ0migExEwBPH41LCP2cjprqDwrh2Ta+pWWV4h0WFCajOIMFvxq+m16mjhQm+bJhuJ0WHB/giM4Lii21nmbuWE/CcmiXyuKL1yJVfx+JIsNxecxhViTFjEdsFeelh8PmXyviI6OZuvWrUycOJH09HQeeeQRnnvuOSZMmNBsWVEUmTdvHvv376dnz578+te/5plnnvnc2xw8eDCvv/46L774IllZWaxbt45HHnnEmC9JEuXl5dxxxx2kp6czffp0JkyYwJ///Of/6Vi/M2RnA1CSmNji7JYERNDdsO3atQvLe206P/izpT++9fV6hzAYL1BRUWG4P5sOF0pISAB0V+zFixcN0a+wsJDVq1fTp0+fsOX9fj+jR4+mV69ebN68mZKSElavXs3GjRvD2s/IyKCyshLQ4wGAsMJfwWzQNm3aAISJq8FpQVpy8YYSExPTbFpQtAuNZbjcMsFzALpTPD8/n9OnT7Nq1Srq6+spKirio48+4tKlS9gCil6nTp04ceIEf/nLX8jJyWHp0qVIIbbLdu3akZaWhsOhD1cqKytjyZIlALz++uvU1dXx0UcfUVxczOLFi7l48SJpaWl07tyZ7OxsVq9eTVZWFr/97W+NSIHIyEgGDx5MbGws7dq149ixY2zatIlVq1ZRVFRE27ZtycjI4MiRIxw8eJCqqioeeOABMjMzmTlzJgMGDDCONTU1lZKSErZv3865c+coLCxk165dLF68mPz8fP72t7/RqlUrEhIS6N27N5s3b2bBggWMHTuWX/ziFyiKwvXXX4/D4SA9PR2LxUKPHj0QRZEOHTrQtWtXQwx3uVyMHj0ap9PJ3XffzdSpU1mxYgXvvPMO5eXlvPfee6SnpxMREUF6erpxPbz99tsoisKsWbPIzMzkV7/6FTt37qSkpIRt27aRkZHBgAFtueeekxw9Wsvjj0NcnEJ+vsRPfgJpaQr/+MflO/YmJiYmJiYmn5+2sV04YdEQRAuIjX2fYOypEKJBiSpYPBoWj4aoagghY+YlzW28LFoVVrUCi1aFiBtBU5DV2sYiWZqKqPmQNDcOtQKL5saq1WPV6o1lQC+mFYwTCHWaBt2vQRE2KLCKmv8TC3/F+sqI8lcT5a/GqbiwaQ1EKlVhRbUAopQqZLw41FpkzYdddSFrPmL85USqVcYriE3TBV+nUo1T0UVWi+bGpjWECa9B7AHBNVIpJc6bg0MpwqaUhR17THW4oB3vzyHCHz5yLlR8TRVLSBVLaCe1PPqulcNLWlz4cYYWBWsVqRIXoW8/MbpxuiXgfrVIovEedPEVwCaLyCECbEvxUZYmDlopZCFZErDKIlZZxGaRiHRYiHQE4htE0bgXCV3HKn26nGK1SsZLFAVkWUQOuIDtNrnZy2qVjPkAkZHNM4RjElqu/xF2bJZPdwtMenKVIcaamAwYMIDu3bvzz3/+8+vele8spgP2e8zbb79tvA91n37ScgBjx44lOyAABgnN3enQoQOKolBT05ilFBsb2yyb5+677+buu+8Om/ab3/wGAKvVyty5cz/TcXwvOX4cgLIQge+zEnRtBvOSoqOjqampwel0GgIrYHx/wQzYYBEuq9UalkcaFDETExMNYRb0/M+0tDQKCgpITU0lKiqKLl26UFpaSkVFBYcOHQrbL7/fb+SuBvcpJibGiEYIXj+hztKm12Eo58+fN5yyQYL71zTX9nIEtx089qbEl5WReu6ckeFV0aoVzoYG7A0NKJJEeevWyG3a4Gzd2jifXq8Xq9VKYmKi8V107NiRuro6xo8fz3vvvUe3bt2M85yUlET79u2Jj4+nQ4cOLFiwgIiICKO4VXp6Om3btjVE6IaGBvr160e7du2YO3cuY8aM4fjx42zbtg3QXcsOh4NLly5x5swZnnrqKa6++mqGDx+OxWLBbrfjcDho3749iqLQrVs3qqqqOHDgAKdOneLUqVOMHTuWS5cu4fV6WblyJX6/nx//+Mfs2LEDi8WC0+kkKiqKmTNncvbsWcaNG2cU6lJVlfj4eE6cOEFOTg7FxcVYrVb27t1LfHw8R48e5ejRo1x77bW0b9+es2fP8pe//AWAOXPmkJWVxaxZs4wiW3PnzqWystLIJL548SI+n4/jx48zceJEunfvTkFBgeF+vu6666itrcVms/Hkk0+iqirJyckkJCTw6quvAhjRK3379iUv7wCPPjqaBx6Q+Oc/PTzzjMalS3Z+8QvYuFHjv/8ViAoftWhiYmJiYmLyJSBhQ8HTKLyKevyA5NfwWRsFKskHig1EzYcqWJA0D4qgi0+hQqKs6v1cRbAhaS4k1WMIqH6h5X/mQTesiIoSeK/SshM3dFuAkRnrFyzYVRd21YVHaRTTLJo7LCNWESTsmqvRgav5Ahm3gWJRSmOfVsKPX7Aia+GuU59gx6J5jGV82LGptYjo++IRdIOFTdPbsir6iLjIhlIUC4iqxrqzBwC4OUYfDbnSXcTQuPbGNlq7nPiiSoj2ltAQaM+uuRBQKJcblwNoQ2XY+aqXI433EbIfl79lOcImKwT9m/GRCg2+xjZUVcPtE4iLCMYahIuggr+5WzYUSRSM6AKrLNHgCxfKW8qgDSKHxBsE3bZWSTSKfkUGYgh8gfbbxEVwqVIXuUVBwGqR8PoUrJbLRxqIgoAoCWF5t3HxdirL3UghLnAp8DsgWUUkPyheFckqhkUQBB2vSsior+A0Y3uSxOSn16KpGiv+77rL7pfJdx/TAXvlMQVYE5NvIf4jR5CB0i8gwNrtdtxutyFoBofqX65AWlCoDBZVC80nDeXSpUtGJIEkSSiKQkFBAaA7SUtLSzkeEI7bt28fVpCqaSRCUKxsKtpfjtTUVM6dO2ccW5Cg+No0kqG8vDwsr/VyqKqK0+nk0qVLOByOxmxYTWPE1q2MDgjGn0RNVBRv3n03xMUBGMXODhzQO7edOnViw4YNAKxapT+BDrp4AbZv3w7owunFixepr6+nvr6etWvXUlBQwO7du+nXrx8AXbp0YdKkSaxcuZLEgDv6+PHjXLx4ka5du5KTk0NUVBSDBw/m/PnzxvdktVpZsmQJJ06cYNu2bXTt2pVp06ZRWVnJsWPH6NWrl5Gna7FYaNu2rZHjmpeXR9euXVm0aBGyLLNp0yZiYmK48cYbiYmJYffu3WzdupXS0lJ+//vfs3v3biIjI4mOjqawsJBp06ZRXl7O4MGDjQJqoAvyubm5YQ9yrFarESNQXFxMfn4+vXv3xuVy0bdvXxRFQVEUEhIS6NKlC263mw8++ICCggKKioro3LkzHTt2ZOfOnURERJCSksKFCxdITU2lvr7eyCvesGEDdXV1JCQkGNnU+vo21q3L5MUX3cyZ05fFi0VOnFBYvlyiS5dPvRRMTExMTExMPgGXt4YoWyw5rZLo7PEjNFQiYUNQFfyiHzEk79PiVRFVAZ9VRPJrOPx+vA4BR4Mfn1VAlNxhbauhzkhNQSNcAJO12jARVtR8SIKCpClGQS7d3Rq+XqjoqggSUmAXgyIogF1tzAENOk6tWgOiJqKG3I5bNA8+wYYtZHkJPzZVNwT4hPBiTU3FV1mrDTsOq1phhA+ogVgGu6qPdrN7Gx2sogpOuRNosPTiOmP6VtVFvVfvh722Zw4JUe3onjyUXGqgHNLi2xPrz8Pi0/ejzp5Cgk/P+K+TEoIRpfq5QcaqeXCqdZRZk4xzFyl5jeiFIFZZgybmYUfAIdvgE3BYVRwhptAIm9pMhG3qdPWG5LlKokjo7KCo6lfVMIE1FEXTwpyvoVEHAJYWPvtCrtc2cRGUVukPAJLiI/D6wu+76hrCv0tJFFC1xrxYAJtDwh+ynsXaeC1anDLBk2aLsuJraDyBouxAaVLrQ7xMUYPr/7LGFGG/x3zWDNinnnqKRYsWcfLkSRwOB0OHDuWvf/0rGRkZzZbVNI2JEyeyZs0aFi9ezA033NBimz6fj0ceeYRVq1aRl5dHTEwMY8eO5emnnzZG3Ibi8XgYNGgQhw8f5uDBg81G135TMQVYE5NvIZ6DB5G5fATBJxEUKFu1amXkq4ZODxIUSYNcuHABm81GVVVVM8E0SDD7NZgRGxREJUkiJiaG4uJiWrdujRjo3ASjEIJtBYt8BampqTGW/STOnTsX5uBt6uatqqoyxN6guzYovl7OARy6P0HRFED0+7l+xQr6Bhy8ytChCPHxaD4fytatiD4f8tixKB4P6v79RFdXc/OHH/LW7NmosmxsIyhWByMSIiMjqaioaCYiB5eLi4sjJyeHPn36UFZWRnp6uuFCraysNJ5WWq1W0tPTjeJfGRkZjB49mtWrV3PfffdRUlLCP/7xD0RR5Pe//z2LFy9mwIABHDlyBL/fT05ODp07d2bVqlW4XC7y8/PZuXMn999/P06nkw8//JA+ffqwbds2Zs2axY4dO7jttttoaGgwcmwzMzM5e/YsVVVVnDlzhjNnztC1a1eWL1+OzWZj48aNOJ1Obr/9duLj41mwYAFnz57l0KFD/PrXv2bfvn0kJiYSExPDmjVr+MlPfsKmTZuYNm0ap0+fZuHChYAuvEuSRFxcHK+//jpdunThlltuobi4mHPnzhEXF4ckScTHx9O/f38uXbrEe++9R3V1NUlJSUydOpWysjLOnTtHQUEBv/zlL1m3bh3jxo3D6XQajuytW7cyYcIEQ+geP34+997bjxtuUDh5UqJ/f5V580SuM/urJiYmJiYmX4hNp+bhsOgFofyKF0QLmk3v22iApPoRGqqM5TVUJD/GKCQAR60uVkl+DUUW8DoaRTFR1QwRVvYpgILPYsXqdaNYAkPLNQ8aeoyAWwyPrTLaQUPkkw0CQfHVqnmwaI19Or9gbZYZatXqjXkAEUoFPsGBTdOFz6CTFzCm6cs7kULalrVaI/vWqVzA3yTn1qpWoGIxnLDGvno1bPbOxmdJkLln+FPG5ydX3sbDk+Zx64DfG9PWZ79DQlQ76r0a9cTTSQwIw+4841wqgp2GQMGzoPiq76eP1t7isCxcn2DHKzQqqnWWqMueYZvc8pygCCtLGl5/cwdraOGvUDEWdLFW1TSkQOxFi4W9PkF8hcaRhS3RJk6/rqMjbEbmrNUiNhNhm7atNtkPp9NCTbV+Hj0NiiHkCKKA0MSVbXHIYSKsxWYPLCvhcYXHUDTFFGG/v3xWB+yWLVu47777GDBgAH6/n//7v/9j/PjxZGdnExERXoz+hRde+ERXeZD6+noOHDjAo48+SlZWFpWVlfzqV79iypQpRkHpUB588EFSUlI4fPjwZz/AbwCmAGti8m3D7yciIFJWt5BR+llpqXhWkLZt24aJr6C7WKurqw3BUpblsCJGQYLD/jt27GgUrCooKCAtLY0xY8awYcMGw03btLNSWlpqtHu5QmBNoxOCBIXNYLxA0/WDYm9wnWA7NTU1zdoKEnQFB8VXm9vN9Pnz6ZSfjyaK8PLLSD/7mbG85PGAzweRkUiAVFBAQ7dutLt4kZ+89hoNDgcWiwW3qpLfsSOH+vShLvBPLuiuDYqvQcE4OD2Ye3rhwgXKysq4cOECbdu2paamhtTUVKqqqsjNzeW1117jmmuu4bqAGnj+/HkuXLjAoUOH8Pl8xnnq3r07CxYs4MyZMzz99NMMGjSI2267jV27dhEfH09sbKzh/uzfvz9r1qxBVVVOnz7N6dOnmT59Ou3ataNTp07s2bOHU6dOMWnSJKKiotiwYQMjR45kyZIl3HzzzRw8eJCbbroJRVGYP38+oIunhw8fprq6mtzcXHJzc+ncuTNbtmzBZrMZESQ/+clPaNOmDZIkUVpayqFDh7jlllvYt28ft9xyCyUlJSxbtgzQ4x0WLlyI1+uloKCAtm3bMmvWrLAIgjZt2uD3+xkwYABHjx4lLy+P4uJiUlJSKC8vp1u3buzcuZP6+noiIiK46aabjIcI77//PufPn6dt27Z07HiJ9eslZs+OYv9+GxMnajzxhMYf/iC2mDlmYmJiYmJi8sm4vDVEWKORRQs5skoXKQrB0+jc0xyxoHgR/B4EJARVwepW8dqbP6yX/BrWBlDDZunCrL1eRRNBkxpdh9YGvc/nDWiJdvUSUsCtKoutcIl6n1vU/CBYjHzX0DzY4LSmztQgNrXWEPdEzY9NbSwYZlcbo7FC4lCRNA9ywAGrCSKiFiz0VYWAGibQWkPyXWWtHosnXMCT/J4wFzHozuDTgazYWk8VMwc9HDb/4Unzmh1HdUMZ1Q16Hzu1VSbI+kk7WONioF0Xfu2coz7CZuy3R0zAGxCFIxV9XZfUqlnbkqYQ463CrVloOk7NKXhAgDq15WxTWWougFrl5oKsVRabibCXQxSgqR6rqBqaphmikqJpzRywQfdr04zZyxHpsOLzN8ZRqJqGwybTEFKky/8Z9xlAUzVkm4Tfo7cpWS2ogfUtNv178HnqL7v+9X/R4wlNIfb7xWd1wDaNr3z77bdJTExk//79jBgxwph+6NAhnnvuOfbt20dycvInbjsmJob169eHTfvHP/7BwIEDOXfunFH7BWD16tWsW7eOhQsXsnr16s9ziF87pgBrYvJtQ5apb98e5/nz9Nu3j41jx37pm7h48WKzaUEBK9jZaEl8hcZh//n5+fTv35+6ujomTJjAvn37jKH2RUVFRq5qUNgNEmw36FCVmgyRCQq2QcG0aZRAMDKhrKyMiIgIXC4XLREq/AbbCnX9WiyWsJzY6KoqZr3/PomlpSgOB9KHH8LEJpVDbTb9FSQtDccHH6Bdfz2JIc5egE75+Qzbvp13b7+dwnbtDNdwkKBgHBRgg67jsrIy+vbti9vtNqIKoqKijIiF9u3bc+zYMU6fPk3fvn0BjLzd8+fP0769ns116dIlokLCS91uN/PmzSMnJweArKwsZsyYwb59+0hJSSEpKYm1a9ca56aoqIiTJ09y5MgRAJKSkti3bx8REREcO3aMY8eOcd1119GuXTsAtm3bRklJCYMHD+bWW29lyZIljB07lrVr1zJy5EguXrzIlClTAIzCaxEREezdu5fa2lpycnI4ceIEo0ePNvJwT506xcmTJxkyZAiKohAbG0vbtm358MMPAT2SYfny5ZSVlVFeXk7v3r0ZO3Ys5eXlVFZWEhsbS0REBImJifTq1Yvy8nIOHTpEcXEx7dq1Y+jQoYiiyO7duxk9ejTl5eXk5+dTUFDAsWPH0DSNxx7TePzx1uzd25eHHxY4cEDj7bcFIhsjzkxMTExMTEw+BTWQher1uxEtEiISuUIDXRyx5Gp1dPUG+oOijGZxIqh6f1ETZSyipAu1goRXaBRsLV5dcPLYRWS/Fpim/xRUsLsCgpYb/PInPz0NRge4hQhDaJU0xchwlfAbma8qAg6tJiyTFkDU3BBwKspaAyCEuViN/daqAsv7mkUlhCL5NCT09RWLYIjIiiwYx6mEHFfwfAgqyH6BnNZt6ezxAyr9O3x2oe3mfg/w4f7nafDp53pLxSFEUaLOXQkBAbY+wobTpR+3O0LEqVzAEci29Yh6hFqEoptB3GIMTqrxhYjJqqIL04lKKS5Lo1Dr9NfhRB85VyLGEyk23gPEWPTvRbHqEselhvDIBmgs9tVUDK1zNxdv7SE5rW6f/j2H3j9ommb4eH2qZlQ3v5xMapUkvE36+/q+6A7cIGoTJ21LwqvNIeGp9UNIeoM10oLfrbevePWfsi2kmJ1FbOKKdSJKEp76WgRRRmjyHEPxeZj05CpWPtzkfsfkO8sXzYAN3su3atX4u1pfX8/MmTP55z//SVJS0hfan+rqagRBIDY21ph26dIlfvSjH7FkyRKcTuflV/6GYgqwJibfQpwvvQTTpjF0xw6O9exJyRf8o/ZFCBVLL0fQxZqdnU19fT0nT56kZ8+e3H777WRnZ3Pq1CkuXboUls3aNPIg6DoNFSZbct16PB46dOjA2bNnm+1HULxsWozrcpw/f94Y8u93u4murSW6pobeR48yYO9evc1WrXB89BEExM1PZdIkhBMnIFAkC4CyMnwvvoj95Eluf/dd3r39dspbt8YWcL/6rFYaHI6w8q2hkQ8HDx4EGiMSVq5cSe/evRk5ciTQ+B0dPHiQmTNnUlNTQ5cuXZAkySiaVlpaasQ9jB07luPHj5OamkrPnj05duwYgiCwePFi7HY7Z86cQVVVRo0axcSJE/nggw8YPXo027dvp0+fPjgcDjp06ED79u0NQRZ0Efnjjz/mzJkzVFZW4nA4sNlsXLx4kZycHJ544glGjBjB4MGDKSkpYfv27WiaRkxMDA899BALFy7k+uuvZ/PmzdjtdkpKSmjdujVHjx41snE7dOiAKIpERkaybt06oqOjmTRpEkVFRSiKQo8ePVi5cqUhpu/atYuzZ89SUVFBYmIis2bNoqqqivz8fBISEoiKisJqtTJq1Ch2795NWVkZZ8+eJT8/n2uvvZYRI0bw4YcfMmbMGGpra1m9ejV//7uTN9/cwzvvDGDhQoGTJxWWLZPo1OmzXSImJiYmJibfd8ZkzmLDyfcBcPtcyKoFuyXCcGeeselD1DupAfHVU4tmdaJJAdFOlBDctVi1xofLgr8eTbYhuwHVD5ItTKCVAyKlJuoCrKjqTliLV3fKEqH3vTTNikUDtxirC7EaNLRQtMsvWJA1H45AVICs1YbloIqaL/DZgUwdVlUXD4PSnSo0qmlWrxu/RUJAQVIVJF+jm9dvkXC4Ag5cUc9wDQquqtj4HhqLloU6XyW/hhbYsTM2mf7tr/mkr6ZFbu73QIvTg98hNV56B7S/oNDdEKEfgNNfjF9sjBwQAyKyJDSO7LMotQStCw6lHodai1sIH9qcrJaAihHzUC3Ho4Q4kts4Goz3pe7mYixAMJkg1ini9QuIYuN58oSkNdgtEg3e5uaTUEFWoXkBr6bZsdYQY4lVklA0DZ9fRQws82niqxgiHMtyc+f35dAC37/FIQMyvvpGl7bNqV/LXndDS6uaIuz3iKYjQm02GzZby47zIKqqcv/99zNs2DB69uxpTP/1r3/N0KFDmTp16hfaF7fbze9//3tmzJhhiMKapnHXXXdx77330r9//xbv/7/pmAKsicm3kRtuwDdlCpZly7h1/nwO9OuHJgiogkBRSgoFaWl8neOggyJpfX09CQkJVFRUUF5ebmSEBgktjHX+/PkwoTQpKYni4uIW2w0SXD74x7epmzYYIfBZxNcgI3r0oOwvf2HAnj1ENwms90RG4jh0CNq3b3nly5GZqb9CsPzgB3jGjcO+axc/euONZqu4bTaO9+zJziFDqE1JCSt81qpVK7p162aIkEG2bNmCqqqG63To0KHMmTPHmB+MhGjK1q1b8Xq9FBUVMXv2bLxeL9dccw179+5l27ZtgC50HjlyhOLiYnJycnj88ce5+uqrmTBhAgDz5s2jrKyMkpISHn74YZYvX0737t2pqKigsrKSoUOH0tDQwMCBA404BdAF9lWrVlFTU2MUbRs2bBjHjx/nwoULPP7440yYMIHRo0ezdOlSEhMTqaqqIisrC7fbzeDBg2loaGDHjh1GrMa2bduIi4tj69attG3blttuu43c3FwKCgro3Lkz1dXVyLLMgAED2LBhA+Xl5Vy8eJGMjAxuvfVWNm7cSGRkJD169DDcuMnJyezatYvCwkJcLhcff/yxIcomJiZy7txc7r57IDfeqHD8uES/firz54uMH/8Zrg8TExMTExMTxmTOYn32O8iSFcWv4Fd8iAFbnqz6EAWJbM2FKEhkRrTWV1L1B/XHqQe7hD2QI9vZ40ezOhE8tXp0ASC4a5GdHRGq8hBVAX/gTlhQwV6vBrYjo+LH4tWFSwAxSn+I67bGEtdwhip7R5xaNfViDPF+feRQldzRGFpvVy8ZxxQaERCK1esmqMX5LWBr8AP+MMeq7FMC4mngUK36vMhqn7Gc2MQcGRSPQwXX3UqTSARLIGe34hSTs37a4v59UYJC+kA5AbdWQoFF/55kyYrXowul3RT9xFc49T67Ra3FJ4YL2kKIch10Fts1F3bVRZWk18BwBiIXgs7ZCH8tWhMbp4qAS44m1tmoplbV60J3U/0yVHwFsFkaRVhRaJ796lU+eyRASyhNxFaHzYLL3XJ8RRC7Xcbt9qMqjeuKooDYJANWskqGC1YQBUOA/UxozY/LFGG/H7Rvco/7pz/9iccee+wT17nvvvs4duwYH3/8sTFt2bJlbNy40TANfV58Ph/Tp09H0zT+9a9/GdNffvllamtr+cMf/vCF2v0mYAqwJibfUiz/+hfeDRtoVVnJ2I8+CptXFRNDvdNJVWwsR3r3pig5mbqoKNTLVLy8kpSVlaFpGkVFRZddpnPnziiKEvYUKyi+hg5lCCIIAna7vZmwWl1d3ayQ12dG0xj98cd0f+IJLP5grpeALyYGqV8/hPh4bLff/vnF18sRGYlt/Xq8EyZgDfzDUiQJJAnJ68Xu8dBv/3767d9PTVwceampVI8bx2ank4qKCiNWIJSsrCwqKiqMjN19+/Zhs9mIi4sjPz+fTp06kZeXZywfzMG12WyG6PrWW28B+j+4G2+8kQ4dOhAXF0evXr2Ii4sLy/yprKxk2bJleL1e8vPzyc/PJz09nXXr1iGKIi+//DIJCQnceuutxMTEMG/ePKKjozl27Bi/+c1vOHLkCNHR0fTv359ly5Yxfvx4ysrK6N27N0VFRYaDOZgRW1FRwT//+U+6devG1KlTKSkp4eTJk8TExBAXF8dVV12Fx+Ohd+/erFq1CtD/gS9duhRBEIiIiGDdunXMmDGDoqIi3G43cXFxxtNep9PJvHnzyM3NZceOHQwYMICZM2eyfft2evToQUJCAhs3bqSwsJDCwkJGjRoV9lR42DDYv19kyhQvBw9aue46lb/+VeS3v/1an4eYmJiYmJh8q/AHBUPJik/1YpPsxjRRlFA1hZP+xj6g16/3F2TJitvnMkRYzRbFcdGD3SLo6zvtoNWREZ2K6mswhowjN7oxVb/X+GwBPYtWcVArFZB28RQNkRIJ3jwUWaAVIQ7TmNP6/oUUuRJVrdHd6Qsem/7T6laRJd15K4UYDCS/ZsQlBBHUxliBoCgs+TU0Uf+pigKKLITNCwqwYnRXqM422prQ857P9B38L4zJnMWmU/OwyZEMDUQbHDq/sdly5f5YvH79/CQ4waEU4ZbCi5+18p9BFeKwqFUAaIJErILhdJU0P3a1isYAAJ1KuT0qAhFqDRFevZ930d4Bq+Ilwa6fb3eg8Fdtg4TNotKSVO7xiQSibHGH1y/DKolhIqx0mc5e0CUrCIIRZWAJUX8bPD4cNgseX/N4gsshSgKWCAmaxLiKIQK+IDbe90lWEV9943UmhNwTaoHRhrJFPx9+b/NYDNBFWEm2sOz34z7zfpp8uzh//nxYBMGnuV9//vOfs2LFCrZu3WoYgECPkztz5kxYdADATTfdxNVXX83mzZsv22ZQfC0oKGDjxo1h+7Nx40Z27tzZbL/69+/PrFmz+O9///sZjvLrxRRgTUy+raSkYD10CO3f/4ZLgSftLhf+ZcuIra4mtrqalKIiugdyQhvsdo5kZVEXUpmwPiKCw717o1gsLW3hS+FyFUFDCXVENqWioiLsD3qwzaA453Q6jYJJLpfri4mvwKBduxgRyKhVsrKQfvMbxOnTP/Ufz/9EZCTWLVtg716w2ZD69NGnNzTA7t14nnwSy6ZNRFdW0qeyEg4fZmBqKvkDB1IUcHv6ZZlLKSnQuzdHjhzFHciwslgwXLPBwl7BAlzBKIfgdxPM0A26PW02G7169TIKZiUmJvLOO+8AGDmt/fr1Y9++fUyZMoUVK1Ywbdo0Dh06xPTp06mpqWHBggWA7mTetWsXLpeLM2fOcObMGbp06cLmzZuJiIhg4cKFANx77720adPG2ObRo0e566672L17NxMnTkSWZUMcjo2NZcWKFTQ0NBjXzm233UabNm0MQTgyMpL77ruPjz/+mKlTpxqFulq3bs2hQ4eMAmMTJ07kjjvuYN68eUyZMoXjx4+Tm5sL6ALz6tWrqamp4eOPP6Zjx46kpaVx2223cenSJdq2bcumTZuorKzk3LlzLFiwAJ/Px2OPtebFF7uycWMnHnwQ9u9X+c9/RJoUBTUxMTExMTFpwrjudzSbtuHk+4iCLryqPgVRlAAXqqq/FwVdTPKpPn0ZTSHHGoHXpztSaxrKkSULfsWH06o7LTWb/jNP9NLZp3FC8OjLCBrgMTJprehZpNHuBLQocHj1vpQQ6FP5RQVFFoiqDhRRDRn+r8h6kaugMNoQKRnvg8gBAdcTKCQWdOIG0YXWRkerGnBhhrYjqeERAxavAAj4rI3TvgrhNZTRGbeFfe4TEnNw4JxeaCcovgJccvkAC93dZ/FZxYBQHYVFcyEpLnxCY7i+TW0ssmtVXCgBodHqUahzJCBrtST4dNG5TtKNEx7BQWvPJaot8ca6cf4qKuVYohzB/OHmAmqrSBWPT/9u4iL07TSEmFSDAqxVCheAFbWxSFewv+0OEViDYmuDx4coCDQErLahUQQen4LVKuH1Nq7ndrdcgwNAtojIFhFPIOc11PWqeFXEENHXKot4Xfo2BUlCCRlpJ1v1a17xN1GcA0z563pThP2OMmbMmM9UhEvTNH7xi1+wePFiNm/eTMeOHcPmP/TQQ/zwhz8Mm9arVy/+/ve/M3ny5Mu2GxRfc3Jy2LRpE/Hx8WHzX3rpJZ544gnjc2FhIddeey3z589n0KBBn+dQvzZMAdbE5NtMly4If/tb2CRLUREcOgSKgrZuHZ6338ZeW4vD7WbQ7t3Nmhjz0UfUXCZsuyQxkcN9+lAdHU2Dw0H9N7CyUFBUvFyxrc9C+smTXBsoMMXTTyM9+OBXZ1kURWj6D8PhgFGjsI0aBXV1sGMHrF6N+uabOM6do/u5c3Rv0syFM2co7NKL/751O117nqLvuMPURkdjd7uRSkvJTEyk9OhR4mmOx2bDHxFhOKQ9Hg/79u2jR48eVFZWGgJubGwsW7Zsobq6GpvNxunTp3n22Wfp06cPaWlpVFVVcebMGU6cOEH//v3p1KkT69evZ+rUqaxatYqxY8dSXFzMiBEjsNlsbNmyxdiHbdu24fV6ycnJ4eTJk/Tv3x+Anj17smHDBmpqapgyZQput5vz588zceJElixZQkpKCpGRkdTU1HDq1CnDiTtkyBCKioooKSnhzTffpFu3bpSWlqKqKoMHD+bSpUuMGzeOTZs2IYoibrebRYsWERsby7333suhQ4cYP348hw8fZunSpYAecdGnTx8aGhq4ePEiaWlplJSUGPmydXV1TJw4kaSkJCIjNzF2bCv++McY5s8Xyc5WWLpUokn/xMTExMTExORTGJM5q8Xp67PfQVUVEDHEWACXpwa/ootHSkCQ9aleREGi1lPFPsAiWhBFCVm0ciLQ5fP63YbwqqoKqqbiV7wcE11YZTsZXg1N1h/MC756NItTL8SlAlLARSvWo6keBDkCi9+Dpgb2QxaIrLcTjPS0KU5kTx1+q4DFL2MJRP37RRVZlfGL/nCR1a8Lula/Fc0Rh+ovRrQlIPjqEQKisCZbEfy6kLY/wo7H3wC1OV+5+PppXJXaKN7tylseNi/bHk1Xta7pKjjdtQG3b+M0j0MOE18BnJ5SvAEBMZT0ygu4hXJKYroA4MdCvRRDnL/KiDgotSTg9Qs4LAFx1NfyyEGHtVGEjbZbwoRVJUT09Aei0FxuPzZLeFuiIHxi3ECDx48YENvVkDabCrIAdqeEVxGN5WwOXeJpqP3kOANrhAXFq6JcxnkryZc36Jgi7HeTz1qE67777mPOnDksXbqUqKgoY+RqTEwMDoeDpKSkFgtvpaamhom1mZmZPPXUU0ybNg2fz8fNN9/MgQMHWLFiBYqihI2ItVqtpKamhrUXGdAmOnfu3Myw9U3FFGBNvlLuuusuqqqqWLJkyde9K99dkpP1FyBcfz32l14Ctxvt73+HvDwIOlK9XvyLFuF0uXA2tBy6nnTpEr2PHgX0mgE5XbtSmJICgoAmCNRFRiKoKmc6d6aqhaiAbwNJhYXctHAhAqD88Idfrfj6WYiMhPHjYfx4xMcfh3feQTt4UI8PUFWorISlS2m3bRs/3baNn/IKHAOOgU+WkRQF8TO4kAHqHQ4uZmRwcsgQDiYkUF9fT2FhITU1Ndx5550cPnyY6upqGhoa8Pv9tG/fnpKSErp27cqWLVvCioO1atWKU6dOceLECZ544gkGDRpERkYGnTt3Zv369cTHx+NwOHj00UeZM2cOkyZNory8HK/XS0FBAUlJSVy4cIG8vDzy8vJwOBzs3buXVq1asWXLFrZs2cI999xD27Ztef/99+nWrRvnzp1jwoQJHD9+nKysLC5dumREXzgcDiIiIvD5fLzwwgt06tSJw4cPY7fbWbFiBaB3CtLS0nC5XOzatYvKykoSExO577772L17N3379mXdunVUVVVRWFjI+fPnueqqq7j77ruZN28e119/PR999BERERFcunSJ3/52OFdd1cDMmRaOHrXQu7ebjz+2k5V1Ra4UExMTExOT7xUtuWXXZ+sjdjz+Bj2uIJARG4wuCLplg7h9+gN8n+rFIloRBRGf2sT5p4IqqpywQKYcp0+SrZyx6P3FoHArChKZjrYACHWXDJetZnXqA+QbqsLbtcUgyTZUC4gNlaiOOKRAgTExoi2qxclJfyV+1UtvD+RFRpBerY+AEm0JYU1pshU1ui3ZSiU93Qoef81lz9E3icGdWnbDVeZ8BLg4VuGif7TTiFUIOoAj6i2cl2LIrHdzzK5/p0XVjbUOoh1By0EOA0X9HsWuxZNYnYvN2oF8R3NxMUKtJ0IEd8D1HBRiHRbFyI1tij/UZdpCzqor4Fj1+BRDhC2p1K+5iMA+qJpmOF9DYwhUVcPvVxFFIUyEFUUBv09FCOnfqy1s22KXjemCKOB3X0ZotUhIFgdeV+P9oChJWB0RqIpy2UgCU4T97jFgwIDP5IAN5rKOGjUqbPpbb73FXXfd9Zm3d+rUKaN+y8WLF40Ri32Co0IDbNq0qdm2vq2YAuz3GFMM/R5htyO0EFZtefVVOHJEd1k2xeNBW7gQ7+LF4PViq68nPSeH9JycZov6ZJmdQ4fitttpd/48Fp+PA/36cTIjQ3d4AoKqIirKFY07+KxYPR5u+vBD4iorSSjThzF5Ro3C9sor3yzxtSlRUXDffUbMfvCnf9cuKn/yE2Lz81FjYhFqa7BWVxtZtv6oKF00DyyvKgqCKCKKIorfj9XtRlAUnA0NdD10iK6HDjEiOpoDs2eTHxfHmDFjWLFiheH0TEpKIjs7m27dunH+/HkuXbpEdXU1aWlpFBQUkJCQQMeOHY2YCNAF0AMHDlBWVkZOTg45OTl069aNjRs3EhUVxd/+9jc6d+7MjBkzKCkp4fjx4wwdOpTc3Fyuu+463G43AwYM4EQgUgNg+/btKIrCmTNneO655xgyZAg9e/ZEEAQuXrxIYWEhEydOpKSkhJ49e3Lo0CFkWf+3l5KSQt++famvr6eurg6v18t1111HdXW1kXNbXl6OxWJh165d7N+/H1EU8Xq9FBYWAvrwmxMnTlBdXc3p06c5duwYsiyzc+dOQO+EJCcn88or8fz61x0oKkrhmmtUtm4V6dHjClwfJiYmJiYm33M+j+C46dS8sGxZn6q/D4q2smRF0RTdSRpYJlerw+t3IwoS7obGvFnQs2iP0IDTFk2X6BQABE+tIdR2ktqQ7a0ANE467IiSQLeA1qs64ox2lFa6QyyYcysKEkdsCnbgdEwr6j01IOiRC5JFwhooMoaiL39A9mHDwYj0Wz7zufimEdlhJGSv4trudxm1DXacWYJf8WG3RDCw10T6B5YdfJk2Npx8P+yzZovCRmOxL6dSjVd0fuq+iJoWVqDLrwhGgS5ZFJBFCZeneTRA00xYj0+huq5RzHQ1+JBlEb9fJcpppbbea7heoWVR1e9vufCXxSri8+rz/L7my+jxA5+eMWtxNrqHFY8PyWpFslrx1NU0W1ayWJn2/BYWPzDyU9s1+XbwWR2wnyVi8LOsEzqtQ4cOn7vdL7LO140pwJqYfJ9xOmHw5botIEyahO3NN/UPp06hvfMOBLJH8XpRlixBrqjA4vczYuvWsHW75uZSkpBASWIi8eXltC4rw+L3U5KQQE56OqrYpPRoEzTgfPv25GVmXnaZVmVlZJw+jaOhgcLkZE5mZhqCb9hxKApdc3NJKSxEVFW6ZWfTOiAmAni7dcO2ZIkenPotROvXjx2PP87EiROxBY/B5YI1ayAlBXnIkMuuKwOoKpSXQ14e2vvvo7z7LjFVVYx+8UVSBw+mKDmZpKQkNE2je/fuRpXLsoB4vXXrVn7605+ydetWHnjgAbZt22aIkjNnzkRVVS5cuED//v1ZsWIFd955J1u2bGHSpEnU1tbywQcfAFBbW8uHH35IdHQ0Bw4cYPfu3fz4xz8mKSmJ999/nw4dOpCdnc1vf/tbli9fznXXXYfL5aKmpoZLly4hCAJr166lqqqKc+fOERkZSceOHenRowebNm0iLi6OrKwsfvCDHzBnzhy6du3Kpk2buOmmm8jPz+fixYtomkb79u3p06cPcXFxpKam8vzzzwPQtWtX2rVrx4IFC+jZsycej4d+/foZebfV1dWMHDmS6Oho7HY7p06dYvTo0QiCQG3tav71r2kcOCAxerTCtm0SGRlX5nowMTExMTEx+XSa5pSC7qAd1/0O1me/g1/xIgeiBRp8LkRRoiHgmLWI+nS3z2UItEFUTeWIUKOLszJ4vTWoqsIRQNd2Zbx+N3bJwXFZF+6sclD4kvH6yvArXiNSIYjb5zLE4aBL16d6IaD9+VQvDksElfUlTO1zeffat5WhnW/4XMuHRlfUnl4dNq99uZ4Rmy07iY3Rc2IFTRcu3ZI9bPSYR22UTPxKo0Bqs0BdoPaCVda/K3egylpLdzmh4qvRXkBQra1vOS4gKMiKokB9vS9sWiiKX0MUBbyey4usoRmwamC7oUW7QsVXQRCQ7fo1rvgUbJHRYTmxmtYo8poi7HeHz+qANfnimAKsSYs8//zzvPXWW+Tl5dGqVSsmT57M3/72NyNn4+233+b+++9n/vz53H///Zw/f57hw4cbji8ARVH4zW9+w1tvvYUkSdxzzz3fuicUJiFkZCA8+WTYJPm118Dng3nzqH/xRezJyYijRqFduoTvX/8isbSUxCZFsVqa9knUREUhRkRwtdfbGJ8ACJpGXFVV2LL1Dgdue/PcJ7vb3XLMwkMPwZQpWPv3/9aKr5clIgJuuumzLSuKkJAACQkIgwYh//WvaI89Bs8+S+ddu+i8axeenj3ZN3w4FxITjdWCjoTBgwcbQ1H8fj+KorB3715A78BZrVb27t3Lxx9/zLhx4xBFkZ49e7Jw4UIsFgujRo0iOTmZrVu3Mm3aNE6ePMmBAwcA2LFjBx6PxyjglZWVxYEDB4iNjeWFF14gOTmZO++8k6qqKvbt28eECRNYtGgR8fHxdO7cGZ/Px4kTJzh//jxxcXGcOHGCEydOcO7cOd566y3at2/Pli1bsFgs7Ny5k5iYGKZPn47T6WT58uUcO3aMW265heTkZJYuXUpsbCxXX301HTp0YO7cuWiaRqtWrZgxYwaLFy8mNzeXixcvMmPGDDp37syiRYuIjo5m/PiB3HijLr4eOSIxapQuwnbp8uV95SYmJiYmJib/G0EH7eWKgQVp6pYNJZg3i89lCKXBbFn9RyRexY3i9eEIOGjrPTU0+FzYZAdW2a6vp/oMh65NdiAKImpA+Aq2F7ov8PlFyu8LUekTAKgp0E0E2bLufO3jBUrPU9i6FVZNF9dlj5dSa4qxrkVSsEhQ4fr0ewW7LFEdUqXLIou4Gry4GnwtCqdNUVVdSA1GDwQJdb6qqoYoCYiaPl/xayBcxvkaiC/QVA3JKqJ4g8KriKZqCKJgiLGSRUTxqUbxsCCSRULxKUhWa5gIG4opwn43+KwOWJMvjinAXin+h4JAX4gvuby2KIq89NJLdOzYkby8PH72s5/x4IMP8sorrxjL1NfX8+yzz/Luu+8iiiI/+MEP+O1vf8v77+udk3/84x/897//NQrgPPfccyxevJhrrrnmcps1+bYhy/pr9mycs2cbkwXA+sgjsGgR1NRAly7QvTuIItrbb0MT4bRFSkpQP/iA6NpaqK297GJK376IWVl4FyzAWV9/2Txbb2Qklltu0TNVrVaEfv3gttu+2ZEDXxcOB8Jf/wo33YT6//4fwpo12I4dY9ixY+wuLuZkIJcnOBT/4sWLJCUlERUVRZs2bZAkCavVisVi4dprr2Xfvn1G006nk/Pnz3Po0CHDQWu326mvr6esrIy5c+ciSRK///3vWblyJaNGjSIiIoJ58+ZRUVFBeno6UVFRhkDrcrlYtGgRFouFEydOcODAAe666y5SUlKYO3cu11xzDSdOnODGG28kNzeXqVOn4vP5WLJkCRaLhX79+pGUlMTmzZsBaNOmDadOnaKsrIy8vDxAF5UPHjxIfn6+sc1du3YZUQpdunRhwYIFKIrC8uV6MYl58+YBGOu43W7i40/xwgtJ/OQn6eTk2Bg1SuHjjyU6dLhyX6WJiYmJiYnJl8PlioF9HtYd1TNqVVVBUxRqlXBBy+NvMKIDgnm20JhRG3z/Ze3P943otOH6m5yFuvjaAnbVRXt3DrVSPBVWPUtWQ0SWmhuJJFEwsl+VQNEtMeTeQtU0XA0BET6Q6Rok+F4OOFNVVcNul43pqqp9YgEun0dfTvFr+Alsu0lebHAaATHXYpVw1/nQAsvIdgmQ8NY15h6HumIBFJ9quGfFgFPb66pvdi5MEfbbj+mAvfKYAuyV4quuFv8lO0vvv/9+432HDh144oknuPfee8MEWJ/Px6uvvkrnzp0B+PnPf87jjz9uzH/11Vd56KGHuPHGG43Pa4OV5k2++7RqBT/8YbPJQsg18mlIr76K/+hRduzYwdAhQ4z8TgOnEykrCwQB26uvwuHD4G+ewYQgYO3RA8wnep+PgQMRly+H0lJ45hl45hkGLVlCXV0dOTfdxKVLl4iNjeX8+fMAWK1WtgaiKMaNG8eePXtYvnw5UVFRPProo0YRr/r6ejp16sSUKVM4evQoo0aNIicnxyiYlZGRweHDh+nduzebN29GURTGjRtHbGwsCxcu5Oqrr8btdvPggw+yYMECbrnlFvbv32/kw+7atQtFUcjPz+fpp59mzJgxtG7dmtzcXNavX09VVRVTpkzBZrOxePFievXqhSRJ/OEPf2DevHlcffXVLFu2jGnTpnHw4EFuvPFGqqurURSF2NhYMjIyaN++PfPnz6djx45IksSwYcPYunUrqampnD17lqlTp+JyufD7/bRt25ZWrVqRkpJCaWkpf/zjVn796z5cvJjAuHEKO3dKtG799XzFJiYmJiYmJl8dozNnsCpvFaMzZxgjiS7HN72A1reZ4V31UWIrj/6bEbb2JFe72eG7BEBa6y4IqIian9YefVqpLZkou0qtO2QYv6oLlZIo4PU3CqNOq0R9QCgVL2P0aCrEBt2u7kDRrlBRNpRgZqzPoxIMqJBkIez2J1SElS2i4YwNbsMeacHnDXduS1bJ+Kk0nRdwxoZicThQffpGFX+jeGuKsN9uTAfslccUYE1a5KOPPuKpp57i5MmT1NTU4Pf7cbvd1NfX43TqQzacTqchvgIkJydTUlIC6FmIxcXFDBw40JgvyzL9+/c3YwhMPjuxsWiDB1NZUYE2ZMgnxwTYbBByvZl8iSQkwN/+pgvYjz7KmI8+IjUtjTnt2hk3D4mJiZw7d46kpCRatWrFxYsXqa6uprq6mo4dOzJ//nxqa2sNkXXo0KHU1tZy9uxZ9u3bR0FBAT/60Y/YtGkTN954I2fPnmXXrl2GC1UNuAry8/PJz88nIyODjz76iJKSEp566imuvvpqHn30UebMmcOtt95KUVEROSEF4w4ePAjAkSNHkGXZKLSVm5tLbm4uw4cP5+DBg6iqypNPPsmgQYNISUlBFEXeeOMNHA4H06dPx2azMWfOHGRZZsyYMbRt25ZFixbx9ttvExMTw/jx40lOTuaZZ56hVatWzJw5k8jISObMmUN0dDQ5OTnYbD6effYQv/vdcHJzHVx/vcrGjSLOT68DYWJiYmJiYmJi8iUxqdePWXv87bBp7coucbF1Qti0SH8tdbJewEsKaKqSpBEb6LuVNK9RBUCDxxf2WRSFMBdrkGD0QNPPoWJq8GfTKANJFowcYACrLTw7WJbFZtmwFqsUJsKGxhM0FWG1JiJw8LNokVF9fiQ5/P7s5pd28OEvhzY7RpNvPqYD9spjCrBXipaqyn9LOHv2LNdffz0//elPefLJJ2nVqhUff/wx99xzD16v1xBgmz61FQTBFFdNTL7LPPKI/vPRR+n6n//wy/h4igcNYlvbttQGXP/FxcUUFxeTlpZG+/btGTZsGPv372fkyJGsX7+eGTNmcOjQIXr37k1+fj6lpaVs2rSJq666CpfLhSRJFBUVcezYMaKiomjVqhXx8fF0796d3r17s3HjRgoLC1FVlauvvprWrVuzfv16Ll26xNq1a1EUhT179pCbm8vvfvc7Dh48SFxcHB07dmTfvn1Mnz6d7Oxspk2bRm5uLjU1NVRVVZGRkYHH4zEE4mDsQE1NjRGVEIwXOHv2LKBHtYAeweByuWjfvj0fffSRIRZXVFSwdetW/H4/586d49133+XOO++kQ4cOzJkzh3XrJEaNUtm9W2TGDJVFi0Sk8D6ziYmJiYmJiYnJFeTaHncZIuwwdJG1TdlZ2nCW4tadAGiQIon01xIpQ4kSE7a+xy8Q45RweTT8imq4X0MJdbIGXayhhIqqwfeh6zR1wkqygKQJENiUzSGh+DVdjAVCamQhfHLd48Y2rWLYe2+dD0EUEEQBUQa/R2kmxoZtIGSjpgj77cR0wF55TAH2SvElZ7J+lezfvx9VVXnuuecMgSFY5fuzEhMTQ1JSEnv27GHUqFGALmjs37+fq6666sveZRMTk6+KRx5BtVrRHnmEuPJy4latohuwbMYMDmZk0L9/f8rKygyR8sCBA0ZWardu3aivr0dRFE6fPk1eXh533nmnHjExdCjHjx/n1KlTnDp1iqlTp5KVlcXcuXO57bbbWLVqFbW1tVy8eJEf/OAHnDlzhlWrVuH1ernzzjupqanhwIEDnD17lrNnz9KtWzc+/vhjnE4nH3zwAaIo0rt3b1JSUsjNzWXLli0UFRVxzz33kJOTQ25uLjabjSFDhtCzZ082bNjAhAkT+PDDD7nzzjvZtm0b119/PWVlZdhsNuLi4oiLiyMzM5P58+czY8YMNm7cyMSJE1m7di2zZs0iNzeXpKQkoqOjsdlsDBs2jDVr1rBhwwYAZPk0jz/u44EHerFsmczPf67xyiuCGUtsYmJiYmJiYvIVcm2Pu9h3dg0nA5+7BOq5JJXlITna0hBVgxKQTuJkC5V+3ZDk8Td22hRVQxAEImwyLo9uSXXYLDhsFgpLw+tZtCTCXo6m4ivo0QJa06gAuXkHMqiN2hz6E/6gRiqIIErhy3sawmPchCZOWznEWesPOGolW6MhS/E0Ho9okZn+rz0s+Kk5OvHbhOmAvfKYAuz3nOrqag4dOhQ2rXXr1vh8Pl5++WUmT57M9u3befXVVz932z/5yU/461//Snp6OpmZmTz//PNUfZbiSyYmJt9oxAcfhJ/9DNauRX3rLcSVK5m0eDGJL73E2kDBrb59+1JRUUFaWhp2ux1VVcnKyqKiooLTp09z+vRpevTogSzL2Gw23G43BQUFjBs3jsLCQioqKnjxxReprq5mxYoV1NfXs3//fqCxwFUwYmDv3r2kp6czevRoNm7ciM1mY+jQodjtdnJzc8P2/aOPPuLIkSMApKWlGeLsyZN6l3v06NHk5+dTXV3NE088wYABA7BYLFx11VU8//zzREdHM2vWLCRJYs6cOSxdupSJEyeiaRopKSn85S9/oXXr1qSlpZGQkMDSpUsB6N69O2vXrkXTNC5cuABA//79uemmRHJyPuaf/xzJq68KpKXBQw9d4S/QxMTExMTExMQkjP4drjPebz39gfG+LxjiK4BftBBlDUYLWAwR1hnIUW3JAZuSEGWIsE5n+CjSurrLVANDd8O2lAd7OfE2NH6gaewA6MKrdhnd1+aQDRFWUzVku4TfHR5TYGy/hbatkTa8dR5ES+O5MkXYbxemA/bK8xkN6SbfVTZv3kzfvn3DXu+++y7PP/88f/3rX+nZsyfvv/8+Tz311Odu++c//zk/+MEPuPPOOxkyZAhRUVFMmzbtChyFiYnJV05kJNx0E+LSpahjxyK53XT77W8ZlJDAiBEjiIqKoqCggPXr16OqKrW1tbz//vucOnWKu+66i65duzJy5EhOnjzJsWPHeOONNxg0aBBDhgzB7XbTt29foqL0YWC9evViwoQJdOnShf79+9OjRw9uvfVWOnXqxOzZs3G5XCQnJ3Ps2DFGjx7N5MmT2bRpE6IocurUKX7729/SrVs3AAYOHGgUAEtNTWXGjBlkZWUBYLfbSUtLIzY2FrfbDejFBs+cOWMUGqupqWH//v3s3buXiooKAEpKSsjPz6e+Xq8IW1tbiyAIOBwO43QFt5WWlsbkyZO5/vrrOX/+POXl5UyfLvH3v+ud9z/8Ad55x4xyMTExMTExMTH5uhiRfgsAfeVWALSvOdjiclFWHzZZwyY39t2CQmxT4qLtxEXbm023WqWwVzD7NfgKEvreapWwO3Sh0+6QsTvkMPFVFIWw6aHzLDYR2SLiiJCxOSRsDglZFpFlkYgoKwCyVUK2SlgjLUhWMUx8BbBFWbBFWZAsovECXYRtyvR/7WnxfJh88xgwYADdu3fnn//859e9K99ZTAfs95i3336bt99++7Lzf/3rX4d9vv322433d911F3fddVfY/BtuuCEsA1aWZf7+97/z4osvfin7a2Ji8g1EkhDnzsU7aBAxeXlc/eij7Ph//4+yuDhmzpxJdnY2ycnJbNq0CQBN0ygpKUEQBLxeLyUlJVx11VUcOHCAvLw8du/eTV5eHi+99BK33347cXFxrFq1CqvVyrhx42jdujULFixg8eLFDBo0CI/HQ5cuXXjllVcAsNlsnD59mrNnz/Lyyy/Tt29fTpw4Qfv27SkuLubNN9/kRz/6EfHx8axYsYKdO3dSUFDAww8/zOnTp8nJyaF169akp6czfPhwFi1axMSJE1mxYgV33HEHhw8fJjMzE6vVSl1dHcOGDWPz5s2MHTuW+fPn88ADD3DgwAGqqqrw+XzccMMN9OrVi5UrV/L4448TERHB+PHjDSF3//79dO7cmcTEC0ycmMWqVd25+26NlBSBsWO/zi/WxMTExMTExOT7i8ffwC7/RQAyY2Xa+A4D0MYHBfYhADRITsMN6/I0io8JUbYwJ6zH39wxGsRqlcIKc4migN0m4/b4my3rdFjwK7qFVQlpMijW+v1qsyJdwUJeoSKsqmotRhsAOCJ0h27QQdu0KFcoQZesKDcKtFZZxOsKLz428839zLm7X4ttmHxzMB2wV57/yQH79NNPIwgC999/vzHtJz/5CZ07d8bhcJCQkMDUqVONoZ2fhXvvvRdBEHjhhReazVu5ciWDBg3C4XAQFxfHDTfcEDZ/2bJlpKenk5GRwYoVK4zpZ8+eRRAEEhMTqa0Nz1/p06cPjz322GfePxOTbxVr16Ldcw/a7Nmod92F9sADUFDwde+VyXeN1q2xbt+OkpFBREUFQx58kLizZ9mwYQOHDh1i9erVDBo0CID09HQ2b97M6dOneeONNxg8eDCTJ0+mS5cujB8/ns6dOxvN5ubmsm7dOnJzc8nOzmbDhg3Mnz+fc+fOAVBZWUlVVRURIZnbGRkZ9O3bl3bt2gHQqlUroqOj8fsbO7H79u1j6dKlnDx5knXr1lFbW8sHH3zAkSNH2L59O0uXLsVqtXL06FGcTid/+ctfqK2txe/3k5mZyTvvvMMbb7xBeno6FRUVCILA008/jaZp7N69m5qaGjZs2MDWrVvJzs5m/vz51NTo5XFdLheCINC+fXvatm1Lly5dSExM5LbbbuP3v69g/PgKFEVk2jSVJukwJiYmXwFm39bExMTEBGBc9zsAGEI0cVXOsFdLxDgVYpwKoqghio3iphgI949yWolyWkmMbVw/wm4lwm6ldayT1rFO7DYZuy3gbLXJRDgshjs1OD2I1aILqg67xXDPNo03uBzNinpZPrnwl2SVLvuyOMP3S1M1LA4ZySIi26Sw7FiTbzamA/bK84UdsHv37uW1116jd+/eYdP79evHrFmzSE1NpaKigscee4zx48eTn5+P9CnlnRcvXsyuXbtISUlpNm/hwoX86Ec/4i9/+QvXXHMNfr+fY8eOGfM9Hg/33Xcfb731FpqmcffddzN+/HisVquxTG1tLc8++yx//vOfv+hhm5h8e2hoQJk4ESlQkT34LNT38sv4+vXDcdVVCD17woQJ0LHj17efJt8NkpKQtmxBGT+eyCNHGP3nP/PBr37FwFtvZfny5WzZsgWAhoYGsrKyyM3NJTo6mpMnT7Jjxw7OnDnD//t//48JEybw6KOP8t577zFu3Dj27NlDVFQUfr+fjIwMUlJSWLx4MVOnTmXp0qV07tyZbdu2ceeddyIIguEoTUtLY+bMmcybN4+rrrqKvXv3EhkZSVZWFj169KBVq1a4XC769etHfn4+kydP5sKFC5w/f576+nrat2+PLMsUFxcDehRBVVUVqtoYnFVfX4/D4cBm0x0PqqrSu3dvNE3j0qVLJCYmEhMTw4gRI1iyZAmzZ8+mpKSEgoICkpOTyczMZPjw4Wzbto0333wTURR5552eTJvmYedOG2PHeti/30Za2lf/dZqYfB8x+7YmJt985ux+EoDUVpn0tuu/V9Hth3ydu2TyHSYowtZlLzGmlcSJpHiOUiF3pkFyYlP02KoGIgGIsquBn3CpWr8Dc1hkGnyNZoDEWCcut/5ZCnGsRjqs1DV4w6bbLBJKiBgqSyJ+RUWSWvbS2e26xNNUZA3NjQ3myoZOE0UNT0PA9SoL4Y5ZRWu2PIAa+CxZRRRv+LymRbxMF+w3H9MBe+X5QgJsXV0ds2bN4vXXX+eJJ54Im/fjH//YeN+hQweeeOIJsrKyOHv2bJizqSkXL17kF7/4BWvXrmXSpElh8/x+P7/61a945plnuOeee4zp3bt3N957PB4kSaJPnz76gckyHo8nrJP6i1/8gueff5777ruPxMTEL3LoJibfHux23B06EJGXB8DmUaPoefQorcvLsezeDbt3A+CTZeTHHgNVRfjxj6FNm69xp02+1bRpg7R1K8qECdh27qT36tXkBpyvoOegbt26FYBHHnmEOXPmcO2117Jr1y7OnDkDwOnTpykrK8Pn8/H444/To0cPRo4cicfj4T//+Q8A11xzDXl5eSQnJ/Pyyy8DEB0djaZpHDp0iEOHDnH11VezZ88eLBYLzzzzDJmZmQB07NiRd955B4A777yTpKQkiouL2bx5M+fPn+cXv/iF4WAdNmwYHo+Hhx9+mIULF9KuXTsuXrzI2LFjSU5O5tChQ4wbN44jR47w8MMPs2vXLo4fP05ZWRmTJk0iKiqKtWvX8vjjjxMVFUXr1q2pq6sziol16dKF8+fPo6qqUZhr//4d/O53Du69tzslJW249lqFHTskWrX6Cr4/E5PvMWbf1sTk24FXcZMQ1R6nLSASqAo1BR9zzF+Gy6OPNgmKZiYmXxaR3W+gLnsJNREu7IGaWbHCRfCCJog0iE6ihAZqtcb8f5dHJDIk8rUhZFS+IAhEOizUNYQP1YdwEfZyyJIIakhsgSCgauGCazB6wFhHFi9bvCuIzSHh9+nLWKwiviai6ie1IVlFVL9mCK9NYwtEWeQH7xzkvTv6fuI+mJh8l/lCEQT33XcfkyZNYuynBNS5XC7eeustOnbsSPv27S+7nKqq3H777fzud7+jR48ezeYfOHCAixcvIooiffv2JTk5mQkTJoS5BKKjo5k9ezbJycmkpKTw05/+1CjgEmTGjBl06dKFxx9//HMesYnJtxBBIGLlSjwBd56jvp5X7ruPf//4xyy+4Qa2DxtGZWwsFr8f4ZFHEP74R9TkZLRf/QoWLoSzZ7/e/Tf5dhITg/TSSwD0OHGCsx9/DIDFYjGGyQqCwNy5c8nLy+OJJ54gKiqK6dOnM3nyZMNlFhQk6+rqOHToELm5ucYm3G43NpuN2NhYABwOB5mZmWRmZiIEhnmlpqbSsWNHZDkwjMuu94CDUQAAx48fZ9WqVeTm5rJlyxYKCwtZvHgxGzZs4PTp07z11ls4nU62b99OUlIS//73v1m5ciWRkZFUV1dTUlLC888/j8ViYdWqVVy4cMGIHdi8eTMbN2409sflcpGamsqgQYPo0KEDV199NdHR0dx2222kpKRw44030qdPHzp06ED//l148slDJCcrnDolMWWKSqAmmImJyRXC7NuamHw7uGvo/0NVFS5W5pKr1RnT7ZYI4pyJxDkT2Xr6Azadmsf67He+xj01+a6hRjU3qTg0vW/rUOuJVGpJVksuu35ClB4P4LDI2GUJuyzRKqRolcMmG6+EWCdRTpvxahVtx2Gz4LBZiI6wYbNI2Cz/+9D+oBM2VKgVJcF42RyS4X4NXUf1q2iqLrYGX/rnxuVCYwpCM2J/8E7LBc1MWkYQv5oXmBEEXwWf2wE7b948Dhw4wN69ey+7zCuvvMKDDz6Iy+UiIyOD9evXhz2tb8pf//pXZFnml7/8ZYvz8wIOvscee4znn3+eDh068NxzzzFq1ChOnz5Nq4A16E9/+hP3338/oig266ACRk7f5MmT+fWvf/2JroWW8Pl8xiv4WVVVNE1DUZSwoanfd4LFuDRN+0rOi6IoaJqG3+83vp9vOqHX0RWjc2ekOXPgppsYtGcPJ3v04FzHjlwK5GMe7dOHe0P+wIqaBi+9BC+9hCYIqLfeivqXv0Bg+a+Dr+Q8fcv5xp2jrCzUrCxshw/z47lz2frHP7K/rIzq6moyMjLIyclBFEVEUcTpdHLq1CnatGmD1+tl6dKliKLItddei9fr5cKFCyQnJxMTE0NlZSXXXHMNS5cupVu3bhw4cICf//znHD9+nMLCQsrKypg2bRoxMTEcOHCAnj17YrFYePDBB/nggw+IiYnh0qVLzJgxg+LiYiIiIkhPT2fx4sXMmDGDPXv2MG3aNOrq6nC73VRWVpKQkEBKSgolJSWIYrCTqmKxWGjTpg2lpaUoisKIESNQVRVFUejYsSNlZWWMHz+eRYsW8bOf/YzS0lJ27txJ69at6dWrF5mZmezdu5cnnniCmJgYJk6cSOfOnVm4cCEAo0aN4m9/O8aPf9yd7dstzJjhZ948DfF/Sm7/ZL6M6+gbcw2amHwOzL6t75v3f+QbiHmOPp2v6hxd1/2H7DyzDFXR8AsCqAqqoCEKusAlCzb8/noccjQbs+chixbcPhcqKmMyZ13Rffs0zOvos/FNPE+OpP7kXqwHoF1dIYqkYaGSGCqplBsfyAlSIGpACe+0ef0CMVYRX6AugappCECsTV/Oq4QX3bIK4Au4TQUNnDIoigaKikMCX6Cwl0MCQgROf2h1LknA42v8LNB4Xx4UXSURVKExYkBo4qSNjBDwNjRxs1oFlKZxBMG2RdBCZgli8ziEu97Zz+szwuN+rgT/63X0Tbr+vgrMCIIrj6BpWsvl71rg/Pnz9O/fn/Xr1xv5WKNGjaJPnz5hhQWCzqCioiKeffZZLl68yPbt2w0HUij79+9n0qRJHDhwwMjH6tChA/fff79RAGHOnDnMmjWL1157zRgG5vF4aNeuHU888QQ/+clPPnG/z549S8eOHTl48CB9+vThmmuuISkpiTlz5tCnTx9uuOGGTyxWUFNTQ0xMDHPmzMHpDA/dFgSB5ORkkpKSWuwYm3w11NbWUlxcTFFREZ/jkv7e0O+552i3bRunpk/n5MyZYfN6v/oqHdesAaCse3c8sbFEFBURm58PgN9mI+fGGzlzww0oNluztk1MWsJZXMzQP/2JiEuXaGjVioO//CWlgWG0Jp+do0db8+c/D8bvl7j++jPcc88xBOHT1/u6qK+vZ+bMmVRXV5sdOJNvBWbftnnf1sTExMTExOTr7dcG/09PfbQPFvuVLWTmcyss/X+HSE9PR5Ik7rvvPu67774rus3vK5/LAbt//35KSkq46qqrjGmKorB161b+8Y9/GFlVMTExxMTE0LVrVwYPHkxcXJzhMGrKtm3bKCkpITU1NazN3/zmN7zwwgucPXuW5ORkIDwXy2az0alTJ6Ma9ufh6aefZsiQIfzud7/7XOuNHz+e6OhofD4f69evZ9y4cVgsFi5dukRNTQ12ux2n02kMOf0+o2kaLpeLiIiIK3o+NE2jvr6e2tpakpOTjZy0bwNNr6MribhhA2zbRmlREUeOHAmb54+KIliCq9rjYc511wGQfPEi41evJvXcObrNnUvH1auRhw9HGDEC9Wc/g09w/nyZfJXn6dvKN/YcXXstrlGjiCgoYOhjj7F34EDWTZiAKknExcVRWVlJRkYGHTp04OTJkyiKwvDhw8nJyTFyUocNG0ZlZSXZ2dn07t2bESNGcPz4cQ4fPkxiYiJjx46ltLSU+fPnY7VamTVrFm63m7lz5wJw8803Y7fb2bdvH1arlfr6enr27Inb7WZN4MHD4MGD8Xq9VFZWkh948NClSxcACgsLqa+vJzk5mdTUVMOxW1hYSEZGBnFxcVRXV3PixAljvfj4eKxWK9u2bcNutzN9+nTatGnDhx9+SN++fTl48CDTpk1j+/bttGvXjqKiIpxOJ1FRURQWFjJo0CCWLFnC6NGjqa7ezBtv9OeuuyRWrOjM8OEdeOCBKzOq4Mu4jkIjHkxMvg2YfduW+7YmzTHP0afzVZ+jvWdXA9BN0E0wZyQfaiAX06t4EAPjamWxcV9q3BVYRL0PO7TLDVd8H5tiXkefjW/6eaor0CO2yuyN/Z5KqRMA9XIkiqDLLHVq+P1SvbfRqeq+TMyrT1ERQ+6ffUpjv88fMrJU8/tJyztIXoc+aGKjQBfqeA3mwoZOU/xqM0eq0b4S3sf0+1UjgiDU1RqaDetrkvUaSrBIl+rX21CV5n3Y//ygz2XX/1/5X6+j71u/1nTAXnk+lwA7ZswYjh49GjZt9uzZZGZm8vvf/77FSrCapqFpGh6Pp8U2b7/99mZ5W9deey233347s2fPBvTqszabjVOnTjF8+HBA/2U6e/YsaV+gPPTAgQO58cYbeeihhz7XehaLJewXN/i5bdu2SJJEWVnZ596X7yqaptHQ0IDD4fhKBOm4uDiSkpK+leJ30+vqihD4Q5p88WKzSIjzbdsa7zufOUPihQsUp6RwMTmZt2bPpvvx44xbv57YqipYsQJWrMD/zjvYPvgAAoWNvgq+kvP0Lecbd446dMBy/Dja736H8K9/MWDPHlxOJ1tGjaK8vByAEydOcOLECe69914OHDiAJEmUl5cza9YsPv74YwYOHMjy5cv53e9+x/bt2/nHP/5Beno6P/vZz1i2bBkul4vdu3fzy1/+kq1btyIIAgcPHuTOO+9EkiT27NlDt27djKHCgiCQlJTE9u3bueWWW2hoaKChoYFhw4bx4Ycfcuedd7J582amT59OVVUVK1aswG630717d5KSkigrK6OoqAhVVcnJyWHmzJm0bduWuLg47HY7eXl5DBo0iN27d3PHHXcQGxvL0qVLyc/PZ9CgQcTExJCWlsazzz4LwOTJk4mIiGDt2rUA9O/fny1btuDxeHjrrbeIjIykbdvFzJqVwfvv9+WhhyRSUyVa0Hy+NP6X6+gbdf2ZmHwGzL5ty31bk8tjnqNP56s6R37NQx+b/jBDUP2ki05ypQYArFYbfkVXuNQQ5SjSofeJRUHi4IX1uH0uAEak33LF9zcU8zr6bHxTz1Ncl9HU5m/mXF0dXaL1PmYb7SQ1ckciNBd1QiwuORpBbZRbVA19vH8Aqx08LYxw11DRQu5ptcDQfk3T0AIPFVRNQ5ACwqgooUoh2wnRQ4MCrMUmGXEGkgRaC0Kr36+CEP4/z6cCgV3RQm6zRZuE16NvSLCKhggbLMBl7HsgLzaoOmmiZIiyAJqqcee7R5hzd7/mJ+JL5IteR9+Eay80o/VKbgP0DFjTAXtl+VwCbFRUFD179gybFhERQXx8PD179iQvL4/58+czfvx4EhISuHDhAk8//TQOh4OJEyca62RmZvLUU08xbdo04uPjiY+PD2vTYrGQlJRERkYGoBchuPfee/nTn/5E+/btSUtL45lnngHgllu+2D/LJ598kh49ehgFWv4XgjEEiYmJ37uckMvh8/nYunUrI0aMuOJ/uCwWS4s3SCYh3HUXPPkknfPyiK2ooCqkpHpDk+GTA/fsYdkNN+gfBIHsnj05mZlJ57w8koqKGLxrF85jx/D17o3lH/+AH/2Ib/SYaJOvl4gIhFdegYEDYfZshm/bxvEePShLSAhbbOfOnRw+fJg9e/bQq1cvamtryczM5LnnnsNut7NlyxZKS0tRVZXa2lrmzp1LbW0t//nPf+jUqRPHjh3DZrPxxhtv0Lp1a86cOYPP5+PIkSMcOXLEcMdbLBZeeeUVnE4nycnJ2Gw21q9fz/r165k0aRI2m42OHTvy/PPPk5CQwE033YQsyyxevBibzcaePXuYPXs2W7duZdSoUaxfv56BAwdSXFzMjBkzSEpKMoYt19TU4PV6jafn586dazYqwOFwEBsbiyzL+P1+OnToQFpaGh9//DEJCQm43W5uvvlmRo+uoLQ0m3XrunPnnRpJSQKjR38l36CJyXcas29rYvLt5pCniL5yKxAk8kQvaNBFc5AneKl2lxNjj//0RoD12e8wrvsdV3hvTb5LRHUcxYDzO0GBSkkvHivSmOMa4a+hTtT7u1ZZF0IbAq5XUdBfsg1cHrBIjX1DVQu/r7LKou5MFQQkBNz+5o5TWRLwB5yqNquMx+s3xNcgFlk0RFhZEsPcrsFiXP4mua6yRcTvU7E7ZBpcTTJqbZKxvM0hG4Ls5Qg+BxFDingFmfnm/isuwpp8OqYD9srzpfbQ7HY727Zt44UXXqCyspI2bdowYsQIduzYQWJiorHcqVOnqK6u/lxtP/PMM8iyzO23305DQwODBg1i48aNxMXFfaF9TU9P5+677+bf//73F1q/JSRJMoXAAJIk4ff7sdvt34gnR997unShPjoaZ00NVm/4eBev3U5hcjIpRUUAJBUXN1tdlWVy0tPJSU/nYN++TFu8mE75+fCTn+BbtgzL889DevpXcigm31LuvBP1gw+QV61i8rJlvDV7NqEVpWpra2nVqhUVFRW0atUKWZbZt28fAG63G4DbbruNDRs20L9/f2pqavjoo48A6Nu3L1FRUezZsweA5ORkunXrRnl5ORERETQ0NJCZmcnJkyexBXKMU1NTad26NS6Xy9iH+vp6jh8/TkFBAfX19VRXV7NixQoAcnJyyMnJYfjw4bhcLvLy8hgyZAhdunRh/vz5gJ7pGB8fjyAIaJqG0+lk2rRpLFmyhJtuuonNmzfToUMHTpw4wYwZM3C73Zw7d442bdowcuRI+vfvz4IFC/B6vfh8PqZNm0Z2djYvvfQSTqeTefNm8KMfaSxcKDB1qsr27SK9el3h783E5HvO971va2LyTUYURHpb26ChO2BBF18Byl16v9av+hCF5vdnqqYgChJ2SwQAdksEe/JX4Ve9DO18w1ey/ybffqLbD6H29Gpkp35/Fes9Q5W1sRhijKD3MxvQs7ZjnAq1DeHXY4QNvOHaZjMkUUQJjGK0yxKKqqGqulArSQIa4SIsEBZj0BJiiFs1GEnQVIiVZdGYZgkUC/P7VENMlWXRiCkIvm+2HVlE8aotTPtkwdZER5Aa3c5XchtgOmC/Cv5nAXbz5s3G+5SUFFatWvWp63xakaSzZ882m2axWHj22WeNYZufhw4dOrS4zddee43XXnvtc7dnYvKNxOeD117Dv2ED1NaGzVJra3F+QobNxmuu4Qfvvw9AcgsCbCh10dG8e/vtDNm5kzEbNmBZuRJWrqS+Xz+cb72FqQiZtIggIP7rX/gyMkg9f54R27axdeRIY7YkSVRUVDBjxgwjv3X06NGkpaWRkZFBWVkZc+bMIT8/n127djFgwADuuOMOzp07R2lpKRaLBavVyqOPPsoHH3xARUUF+/fv52c/+xmqqrJo0SJiYmJQVZU//vGPLIjUzIMAAQAASURBVFiwgJiYGA4ePMgPfvADampqqK+vp0ePHly4cIEf/vCH7Nixg1tuuYXt27cTFxdHcXEx6enpHD9+HL/fz6ZNmxg+fDhDhgyhpqYGVVUZO3YsFouFnj17Ul5ezhNPPAFAQkICrVu35s033zSOV1VVdu3aBeg5kIsXL6aoqIj8/Hzat2/P3LlzURSF2tpaamtrWb9+LZMnaxw4MJT8/PZce63Cnj0S7dp9xd+licl3HLNva2Ly7UCWrGQrlfQQokDx0lmT0ALa1gBHGvvduisxKLZ+pjZFK1tPf4CiKYzOuO1K7brJd4iPvYX0duojCr1SBE6lmDoxNmwZh1KPS9RFWJtFFyM9vubjyluKZm36p14JLCR9gsBqkSV8TZyyfkVFChFdJQQjX1YUBaxWCa9XQRQFZFm8bE4shA+JF0XBEHNliz7D3eDXpwWmNxVgW8J0wX79mA7YK485RsnE5LvAzp14774b68mTX+iXuqBDh7DPTpeL+oiIy68giuwcNoz8Tp0YvXEjXXJzce7fT8PIkThOn4bWrb/AXph850lNxfLCC3DvvYzetAlNltk2bBhWq5WcnBwgXKSwWq243W5sNhvR0dFEhFyTlZWVrFixgpSUFNavX48kSYwdO5b169dTXV3NBx98QFRUFMuWLQOgoKCA3r17U1tby6JFi1AUhX/+858kJiZSVlbG/2fvvOOkKu/9/z5lyvYGC+zSdlk6LIh0kSIgRRAQsUHsUROTGM3Pm8Ro7k3Rm6KJSW5iYjQxNrp0FOm9w8IWYDtLZ3ubesrvjzNzdmZ3QSyg4nnzmhcz5zznOc+ZsnPmcz7P5ytJEhs2bGDDhg3ccccdyLKM3W7nX//6Fx06dGDy5Mls377drIT+gx/8gI0bN6KqKhcvXuTee+/l1KlTpoO1TZs2HD16lMjISLxeL+np6Zw6dcocf69evRBFkaNHj9LQ0MCNN95IWloay5Yto3379ly4cIGZM2eyYsUK5s6dS0lJCYmJiSQmJvLjH+/mlVc6UFAgM2mSys6dEvHx1+IFtLCwsLCwuLZsPP6eed8hOfGqxqyYoKDqkJ1AQGgKxhCAmf8aKryKgogoiCjapSPjREEk0h6Dy1fPjoKljOo++4s8HIvrkCn9HmHZ4T/TKaEHKBAb4SBBNRzY56Rul9wuVIgVRUPsFDGcrG5fIN81RAOVRBG/qplRVsH/RUEwM2PtsoBP0RBFwYwiCNI8dqA17Hbj8xIUYkNFWFG88sg5u0NC8TftS5SbZcNqOrLT2FeoODv3rUO89+AgLJoQxbBJg1dtH2A5YK8FlgBrYfF1pqYG9cc/Rnr9deyAKyKC3SNGUBcXF9Zs1rJll+1Gsdko7dKFridPApB65gwFVxApcL5DB+bPnUtMXR33/+c/tKmsRHnoIeRVqz7zIVlc5zz+OJSXwwsvcMv69cS0acO6QBXwMWPGsHXrVsAoWLNnzx5qa2vZvXs3gwcPZuLEidx8880cOXKECRMmUFBQwLLAe1tVVaKjo8nIyCAxMZGMjAxOnTrFLbfcgtvtNp1iY8aMITk52YwviIuLo23btmFRBHV1dVy8eJFjx46ZFdAXLFiA3+9n8+bNJCQksGfPHiIjI834gVWrVuH1ejl9+rQZLTBhwgTGjRvHvn37OHv2LCUlJfz0pz+lpKSEnJwc3G43s2bNIiUlhYULF1JVVUV8fDxDhw5l/fr1/PKXvyQlJYWKigoEQTDjENLS0vj+99fw3HO3kJcXw8yZGuvWiQTSFSwsLCwsLL72bMtfjF8zRFSH5ESW7CiqjxhHAj7FjaZryJKN/kGnoQi67CAdKMYoxBXjiMenepDF8Er0stgyHi20UBcYkQSK5mNb/uJrXqDL4uvHrBt+wIHSjwCoc3uJjTBOyhyBCwaqIBGn1VIrxxErealTjfWaJmCTdGwSuP2CGSsAegvnq/8TxNPWEAPKWrAIc3MR1iaJLfpVAgKusb3QIlbAHlKAC0CSBVSlabBmnEEgPxaacl+vBEuE/fKwHLBXH0uAtbD4urJmDZ5583DW1ABweOBA1k+ciLsV52rfnBx6BByGl6IkJdEUYGtrsoErz3Stj41lyZ138tjrryOvXg35+VYmrMWlef5545L+z3/ODYsWseP736cuPt4sVgWQmJho5rX27dsXv9/PypUriYuL49ChQ1y8eJHk5GSeeOIJ1q5dy4gRI9i2bRsTJkzg2LFj3HXXXZSWlvLaa68B8OCDD5KVlcWOHTsYOHAgqqry85//nBUrVqDrOnl5eTz88MOcO3cOQRDIyMjg/PnzDBo0iNOnTzNx4kQ2btzIyZMnSUxMZPjw4bjdbvbv3w/AoEGD6NixI6tXryYyMpKamhqSk5MpLi4mJyeHnJwcunTpwgcffICu6+Tn5wPgdhs/EktLSyktLaVz58588MEHZp54XV0dbdq0MYt1OZ1OZsyYgc1mo6ZmA7/97W1s3SrxwAMa778vXvUr5BYWFhYWFleTjcffwxYQTG2iHbvcVCzWLkcgCiJOWxS+gLClizKC6gVNRVC86KKMJqiIooTH34hX8SDb7a3uqzWCQqymGwKTLFm1LCyujMFdJ3Og9CPS3eXghorEjkRpTee2dVICTt24qNAktBo0esNP4ByyiMffLDc1sEnQlNpaDE1o4S1/iOApiqIpwoaiarqZFRvctnmWazCOoDUxVgwUDxMlAb+3Kc7AOEbdFGFFUYCACNu8CJdkF9ECAm5QpLXiCJoQxPDIh6u1D7AcsNcCS4C1sPg6kpODMmMGTlWlIimJ1dOmcTIt7ZLNPc6mk9dRO3bwwZ13tmizZWAasSePktVO5W+9z9GyxeXJKCpCDH7pv/oq2vnzaPX1SBMmIDz9NHyKk1+LbwDPP4+2aRPyli2M3b2blVOmcPjwYdMFO3/+fO69917sdjtnzpwhMzOTgwcPmoKnz+eja9eu5lXaLl26MHz4cP75z38CsHjxYrp06UKHDh0QRZETJ04ARjGtEydOcMMNN7By5Uq8Xi/vvvsuYOS0RkZGsm7dOgDuv/9+kpKSyM3NZfXq1WbG7Pbt2zlx4gSlpaU89thjxMTEsHTpUjIzM3E6nUyYMIE1a9YgSRLx8fH069ePbt26UV5ezsSJE82ry9XV1UyYMIGEhAQWLlxIeno6p0+fZvbs2Wzbto3777+fhoYG3gvkM99///1omsabb76J3+9nzJgRxMQc40c/6s3ChRIdO+q8/PKVTw+zsLCwsLD4KrH5xAJEQQoTXaFZjIBo3Nf8hkAqaAoIkjF3O0CGHkG+3oAs2sPE16BrVlEvHUHQfL8nK/NYWPVb7h7y4896WBbfIAZ3ncyhsvXGA6+CLfBWLrenhLWTmxVVCj5W1JCM1mB+aitZrLqu0/yMzxRQJYFWtFazTTBaoHm/oiCECbitEdzW7mj6TAZFWZtDNEXYsGNr5oQFTPHV7FcWUDyquR4sEfbLwHLAXn0sAdbC4muI8vzzyKpKQUYGC++5B1W+/Ec5NM+1/SWKbKntejP4sQ8A6E+HTzWeYbt3MyEwpRuA115DJHAuvGEDvvffx754seWKtWhCEBB//nPYsoU+hw+zffZsql0uiouLzSYHDx40naJHjhxhypQpjBkzhgULFjBr1iz27t3L+++/D8A777xDamoqQ4YMwe/3U19fj67r9O7dm7i4OGpqaky3KRjRA4MHD6agoIALFy6QnJxMnz59qK6uNtuUlJSQm5tLbm4uYEz9DxYIC44rSNDBmp6ezpIlS8wxAdx2221ERERQVlbGL37xC3r27Mntt9+Ox+NhxYoVOBwOhgwZQo8ePcjLy2P58uWcO3cOp9NJUVFR2Hjq6uqoDxTZi4yMZNo0J1lZW/jPf8bzyisCnTrBU099MS+RhYWFhYXFl0FQcA26UI1l4RYwpy0Kj7+RI0olTlsUPXUbqD4E1QeiRE9sHBO85raarrXo49OwLvctkqLam87akd1mfua+LL45OHTjnC1CdYUtj8BFuZAQJrjCpYXY0OxXdB1BEMKzYAUBSRBQNc0UXx02yRRUg1mwQberKAnIEnj9TZ+xUPFVDhFCQyMJQjGjBpo5ZkPXmf3ZxLDYgtaQnZLphA1iibAgiDqCeHlh/IvYB1gO2GuBJcBaWHydqKpC/6//Ql6xAh1Yf+utnyi+AuwfPJiUM2dIqqxkz4gRrbaxYSOGGOqpJ5tsxjCGNly6mFb7s2cZsXs3HU+fJjFEtALwyzJ7hw3DFRXFqO3biTx6FM+QITiLiyEp6VMdssV1zOjRADh8Pjzl5RAVxfnz5xk9ejTbtm1DEASGDBnC/v37SU9PZ8eOHZw5c4b8/Hz2799PWVkZCQkJVFdXY7PZ6NOnDydPnqRdu3Z06tSJjz76iIMHDwIwc+ZMqqurufHGGxk2bBgHDx5k1apVuFwunnzySdauXYvf7yc3N5cHHniAkydP0qZNG5KSkqitrWXgwIGcOnWKyZMns2PHDpKTkzl9+jS33347oiiyaNEi2rRpQ3JyMgMGDODIkSPk5uYSFxdHTEwMDQ0NpgDs8/lYv349iqJQVlYGGFPDDh48iK7rZkGyY8eOcdttt3HPPfewYMECBg0axMqVK/n2t79NaWkpbrebc+fO8cILfejZE557Dp5+WqdTJ4E77vgSXk8LCwsLC4vPSLDYVowjIWx5kxhrCKiappouWFlqcreeEP30kKINRyyA6qM3MidkQxgKumoV1XdJIVbTNXyKOxB1INHoqyM5tguK6iMhMtloo6nYJScbj7/H+F5zv6Cjt7je6Fldbt4/074Dbf3FlNvSzWU+0Y4s6qbg6lWkFn3YJAG/GijOZYqtrTtig0itRA1omo5NlvArLQVQh00yM2ElhFbzYEP7gSYXbGui7KVcsC3GaZfCYgiCiLKApuhhebGWCHvtsBywVx9LgLWw+DqxfDnCm28CIAAVVyhmVrVpw78feeQT27lpcgjmkcdoRrdo0/7sWcZs3UqvwJTu5hzt358NEyZQHygEltOvn1mgSx02DOnFF+Guu4wzCItvNgG3qyqKtE1Lo+ziRTp27Mi2bdsA8Hg8jBkzhtraWiZOnEheXh4rVqwADMfpfffdR1VVFUeOHGHYsGFs2bKFQ4cOAdC9e3fS09PJzMwkOTmZ3NxcoqKiOHbsGKmpqdTX15uxBAsXLsTv9/Ovf/2L+Ph4unbtSlxcnOlknTt3LvHx8eTk5PCXv/yFLl26MG3aNC5cuMCKFSsQBIFbbrmF1NRUFixYQEREBAUFBTz//PPs2bOH+vp6IiMjSUlJ4b777mPt2rVMmzaNnTt3Mnr0aDRNo2PHjqSnp7NixQqmTZvGiRMnGD58OPv376eyspKSkhL+9Kc/ccMNN3D06FHcbjdHjx4FoKGhgS5d9jFu3A1s3tyLBx9UGTZMIjX1mr6aFhYWFhYWn4n1eW8TYWtZwyA0egDCRVjjflNcQTdFBF1Bl438eEFXQVPpIURTLBq5m4rqu+QYQotwefyNOG1RRNiikEUboiiZ+wxiE+3sKFjKqO6zP/uBW1yXhIqvADoSauC97BMvHckmS3oLR6xNCs9nBbDLIqqmI+if/FvKLot4fIbweikR9nIE3a3NHa1BERaaHLLBx81F2ODy5sW7mouvgOmADY0i+KYjCFz1Gg/Bn+WWA/bqYwmwFhZfJ+bMQfnXv5B37gTgjg8+YPW0aXgjIr6Q7m/kRvayF4ASSsIE2PZnzzLlww/pfOpUq9sWp6Wx6ZZbONOpU9jy+thYVt5+O9965x1sRUVwzz14lyzBsXjxFzJmi68x642MrAvduqHajCIXJSUl3HjjjRw8eJDevXvz+uuvA/DrX/+ayZMn89RTT7Fu3ToyMjKYP38+N9xwA4IgcPbsWWpra82u7XY7KSkpVFZW0qtXL2JjYykuLsblcrFx40Yefvhh+vTpg9vtpl+/fnzwgRG/0aVLF2JjY7l48aLZ1+nTpykpKeH06dM0NDQQHR3NokWLwoppBQshlJWVkZ+fT2pqKkuWLMFms5GdnQ3AmDFjKCgoQBRFfv3rX9OhQwfGjx+Prutmzuv06dPp2bMnOTk5KIoSNsUMIDU1lbS0NC5cuIDP58Nut9O9e3f69OmDICylsrILR49G8OijGmvXitZ1DgsLCwuLrzwT+9zP5hMLsIk2FM2H3IpIFXStBt2vaKBoRpZrOhHoooqgKUYhLtkBihFFIPhd+CTlsvEDwYJe0CTEGsW3mgpwiaKEy2NMJ/drPhySIfweKP2IWk+l5Ya1MNHFpgsHgtYkONo0LzbNiMWocLSDgP6oaQIxTg23X0CWdDw+4716GaNrq4iAquvIUvjJn9Muoai66XRtjiyJ5jqbJLZwwV4OJazQlyHCaqqOJAuoit4yiiBEWNWUlvuR7AKqL3y5runMfesQ7z046IrHZfHZsBywVx9LgLWw+DoRE4O8YwesWIF6xx30y82lX24ujZGR1MTHU52QQE1CAjl9+3Khw6fLcQW4mZvDBNhGGjnGMQZddPD460tbtHdFRLBixgzye/a8rKP1VJcu/OmHP2TI/v2M2boVx5IlcOQIDBjwqcdocR3Rrh0ASadOYaupMRcHYwPOnj1L586dKSsro3PnzuTn57N161bcbjddunQhPj7edKkOHDiQO++8kzNnzlBeXk6fPn346KOPOHbsGAcOHGDChAkAdOvWjcGDB7NixQpSU1OpqqoiJyeHMWPGcNddd/Huu+8SHx/P7t27+cEPfsChQ4dITk4mKiqKyspKxowZw7Zt27jrrrvYunUrXbt25dSpU4wZM4b4+HgWLVpEp06d0DSNMWPGUFJSQnZ2NoIg0KVLFzRNM5238fHxVFRU4PE0/fC7ePEip06dMjNlH330UWJiYtiwYQOTJ09mxYoVlJaWcvHiRe644w40TWPRokUsXbqUESNG8Pe/+xgzxsFHH4m89RY89NA1eB0tLCwsLCw+J+N63sO2/MWItJyKHYoWELRcvnrsshOf4uE4HnrJCaApTTmwAJqK7ohB1BvC3KtguFwBvIobWbLjCDhpZcmGsxU3rk9p+q6OcSSECbpR9lg2n1jAuJ73fPoDt7iuOd8uDjmQAwvhMxeDM/hFSafe0/R+cto1XN7wCwZyoLHSiiprl0S0YMEutXXVNlh8y2E35J/mRbjsooiiGp8thyiFZcM2jxoIjSIIrgsu00L2H7re3FbUzYJcdqdsuGtDhFhd080YguZ8U0VYQTRuV3sfYDlgrwWWAGth8XVkxgykjz7C9dBDRJ45Q5TLRZTLRerZswAMyMriD88886nnK0QTTSKJVFEFwO/5PQBH7fAzEeyB78fKxETKOndmy9ix1MXHX1HfjdHRbBk3jqSKCvrl5qI99BDiv/9tibDfZGbNQh0wAMeRI4x/913+NWMGesh7NjjF/q677iI7O5vevXubRbri4+OJjo4mJycHr9eLKIosXbqU9u3bs2PHDs6ePYvdbqdDhw506NCBkpISYmJiKCoqIjMzk5SUFHYGnORJSUns2rULURQpKSnhtddeo2/fvhw9ehSHw8HigFt71qxZuFwuZFnml7/8JT179mTKlCl069aNpUuX4nQ6mTBhAp06dWLFihUcPXqU7OxsfvKTn3D69GlycnLIyMggLi6O5557jvnz59OnTx82bNjAvHnzOHXqFAkJCcTFxSHLMn369GHTpk3ExcXRrl07Dh06hKZp5OTkAHD48GFsNhsul1HYQVEUamp2MXt2exYsuIH/9/9U7rxTIibmmr2iFhYWFhYWn5nRPeYAsC1/MbJkwxsQPaXA9G2nLSpM+PQpHpy2KOyyE0Hxgq5C0H0oShDYLuheDcYVhIqpDjkCVVeRRTuaroZkxfoDLtgmgoKvovmwBxywQReuhUWQLGeTxDKwvIELbaMBiNaqaRCNjONopZ4GuekEzSHreJVLm1kEQUDVdDMLFpFWIwjskoivFQer2MwoI0oCqhYeRyBLEoqqhrlWm+e+tuZo9fma+pFtoumCFUTQWzHTyjYRxa+hKJrhiJVFfB4ju1kICLai3BRHILSSNWtxdbAcsFcfS4C1sPi6MnEikadPQ3U1lJYat8JC+K//IqahgeSLF7nYvv2n7tZHy3yssngY+Qh09ybTK+07nyu/dffIkfQ+dgzp8GEYOBDvlCk4Vq0C6fKOB4vrEFFEevNNtJtuouORI0zNzGRNt25hTRwOBx9//DE1NTUcO3aMJ598kq1btxIfH8+HH37IY489xu7duxk6dCiSJPHXv/4VgPr6em699Vbq6uqor69n2LBh7N69GzAyU/v168fFixfp1q0bZ8+eZdasWTQ0NFBdXc2FCxfo3LkzqampnD9/3hyL3++noqKC6kDROb/fz86dO/H7/WZkwY4dOwCoqakhKyuL+Ph4M94gPz+fQ4cOceONN7J161aio6P5wx/+QGJiIt26dSM5OdkUe2+++Ways7Opra2luLiYhIQEpk+fbgq48fHxNDY20r59e/r160dmZibHjh1jzJgxnD+/lF27+lJWZuePf4Sf//wqvoYWFhYWFhZfMEEhNsi2/MVhrlRN10xxVNF82HGiyw4Ed40hvIoSgs+F7ogBUcLn9yAKIorqo9ZTaRbUUlRDPI2yx4ZFDri8dQD4Au7YoGBrl504bVEomg+PvxFN14i0GyKaQ3ayo2ApXtVjxRF8wxnVfTZ7ileh6SpHIyVo9NM+UgTBEGG9QgRe3YmkG8KlWw2XZBRVMItzBR9fDl0PF0WFVn+nXVmegZnjKgUudEiYbtjQnNfQ9nIrea1BUVZDN0XY0G1FScAuSWiqIerKdgklsE0wG1aUA+7agBD7TY0iEEQdQfyUeRSfYR9gOWCvBZYAa2HxdSchwbjdcAMA/g8/xLZ5Mw/9+99sHTOGPSNHfqru+tGPPexpsfxgKnRhFEb5r8/O2dRU3nz0UR4LZHs6PvwQ38yZ2N95B67QTWtxHXHjjYg/+hG89BL248ehmQDr9Xrp0aMHsbGxTJw4ke3bt5OTk0NOTg6DBg2irKwMRVH429/+Rs+ePXnsscfYtGkTt956K/v37yc7OxuXy0X79u1p37498+bNIzc3l4iICLp06cLw4cM5dOgQy5cvp6GhgTvuuIOEhATmz59Px44dycnJ4emnn+bEiRN4vV5SU1MpLS3lmWee4YMPPmDChAns3LmTyZMnU1VVRbdu3UhLS2PhwoUMHz6coqIiZs+eTXl5uSkGBzNpgwXDAERRxOv1mo/j4uIYOnQoBQUF+P1+6uvrOXLkCLqu061bN3w+Hxs3bgSM+IXTp0+zd+9e9u7dy5w5c/jVr+CBB+D3v9f4zndE2ra9Ni+nhYWFhYXFF83oHnPMjFhZMvJhvYrHfJxOSC0EUUIIZLWiqxTqDciiDbe/kXE97zGFMVm041U8xDjiw/YV6o4FoxBY0HUrizZD/BXt+DSjcG2tpxKACFsUoighapahwAKGp09nV9Fy83FytUZRmwgUwY5HjAxrGyEpgf+hym1HFIx4guDM/KABVBeacmFFQbikpCoJAmqIKKsHcmGVkHgATdexBYRTf0gEgN0mt3DBhsYMBMXWoBu2NVEWmop3GU5bvVVXLRhCbPBxqAjbnNYKdll88VgO2KuPVV7OwuI6w/bjH6PIMk6vl0kff0yP48c/1fbjGU9Ss4wigO/wHTLJ/ELGWN6mDUqI49W+ejWeUaMMN6/FNw+nMY1PVRQ6duwYtqpr165kZ2dTVlbGtm3b8Hg8SIH3jt/vx+FwEBUVZT6urKxE13XsdjuSJJGUZLyXOwWKw+3du5eDBw+yfPlyamtrWbhwISdOnODo0aMUFxezceNGlixZQnl5Of/85z9xu91s3bqVqqoq1q9fz1tvvUXHjh0pKioiMTGR//3f/6WwsJDU1FQyMzNZvnw5L730EoMHD2bAgAGkpqayceNGPvzwQ+bNm8fjjz/Orl27qK2tpb6+nhdeeIFevXqhqiput5tbb72VH/3oR+Tm5lJXV0d2djY9e/YkKSmJkydPcvToUdauXUtkZCTf+c53GDBgALfccktYjuzJkyeJilpDhw5naWgQefFF66TVwsLCwuLrjaKGz9AKZrZqukoxbsTGihbbFMhNwpJNtLEt35hlYpecyJKNuIgkQzQVw0XT4DK7bAi7djkCuxyBx9+IT3Gb7lfALMYVRBIktuUvNvdl8c0m02vczidGEqUZYr1Tc7XatsodXnxOFo0CXaEExVm/qpkZrqGO16BOKQWWNXfHGm0uf14oN5uVaJPEFiJr82zXsP6DgmpArJVslzfvyLYmSUq2S9iccljsgCgLCKJx0zWd+/518LL9WVh8lbEEWAuL641Jk5BPnkS//XYA7l2wgG//4x90KyggorHxEze3YWMuc3HgCFv+Fm9xkYuX2OrTodjtFHTvHrbMmZuLd8wYS4T9BqIHilKlT5rE6dOnAegQKCJnszXlrw0YMIC77rqLzp0789xzz5nLHQ4HDzzwAHPmzOHQoUMUFBTwhz/8gTZt2vDwww/Tp08fxowZ06I/j8fDrFmzGDVqFIMHD6ZPnz6MGjWKe+65h7S0NPr370/nzp0ZO3YsvXr1MreLj4/H4XCYjlVRFCkuLub48eO43YYjJi8vj8WLF3P8+HF27txJaWkpK1euZPXq1ZSUlPD+++/j8XhYtmwZjY2NLF++nPXr11NdXc22bduIjIzkn//8JyUlJSxbtgxRFLnvvvvIzMxk0qRJ7N+/n7Nnz1JTU8OmTZtQFIWf/vSn9OzZk7Fjx9K+fTJPPFEGwN/+pnPy5Bf+sllYWFhYWFwzJva5n1HdZ1PrrqTWXWk4U0UJRfWbBbUAUHzosgMtpl3AvWq0i3TEYpedyKINRfMjCi2dqg2eGmrdlTQGIggUzRB9fYobn+Ju0V6WbNjlCGIcCdglJ3bJiSiI2GUn9kAkgcU3l2Pn9rKwai9ZtsB0fMGGiBa46UQr9UQr9Qi6hluVibCHB6YqGoiibt4EQUDTDZFVFAQz11UUBKRADQVRMERXXdcRCRdnRdG4yZKxbdDFKn3OjNVQMbY1N6ym6kiygCS3LMp1KVpzvIYW6/omEXzdrvYNjAiCPn36mJFuFl88VgSBhcX1SEoKwsKFuG++mYgDB0g5d455770HwLpJk9gzYsRlN08kkZ/yU45znAUsAMCNm7/xN+Ywh770/dxDXHrnnfzwj38kOkQUdmRn45s4EfuuXWC3X2Zri+sJLTsbCTjQ2Mhts2ezZs0aamtrAcwM1mnTprFp0yaWLFnCqFGjqKmpYfjw4SxZsoTq6moGDBhAY2MjaWlpeDweBg4cyLlz58jJyTHF0czMTG666SZ69+6N3+/Hbrfzr3/9iwsXLvDAAw8QExPDypUradeuHampqQwbNozVq1dz+vRpDhw4wJNPPonL5eLw4cPceOONpui5cOFCBg4cyOHDh7n11luRZRlFURgyZAiLFi3ivvvuY/fu3dx5553U19fj9/uJi4sjPT2dnj17UlBQwJEjRwAYPHgwDoeDrKwsACRJIiEhgezsbFasWIGmabRp04bY2FhWrFgBwMWLF+nVqxe7du3C7Xbzu9/9jn79+vHDH97K5s0qW7ZIvPCCzttvW0UMLCwsLCy+3kzq+yDrct/C7W9EUX20jelIRmMjaCoCoNsjjeJbmmpajYJia7DAVl/Nhk4EhTSE9e20ReH2NxpxAoKEpqumuGsIqxGIgojLV0+0Mz7ghFXN9QB+zY9f8xNhi0LTNbblL26RaWvxzaBnu8Hm/fP19bSLiSdaraBBaoOoK2iCIcVEqY24BON3T4Rdw+27tEcuKJaql5mSL4mBaf+Bx0YBr8uLl8FtALRW2jYXTn3NogKCUQTNIwm0kNiDYBasLIc7an3e1mMHQmkuvt73r4O8//CNn7idxafDiiC4+lgOWAuL6xWnk4h9+1Azw2MDuhUWXnEXvejFd/lumBt2MYv5mI9R+eQvy8uhyjIbJkwwH28ZOxa304n94EF45ZXP1bfF1wtXmeHUPF9VZTpgXS5jepaiGLlYFy9epKqqCjBODo4cOcLx48epqzNcKmVlZXTs2JHevXuTnp5OSkoKaWlpZlxBkOLiYmpqamhoaKCsrMx0rBYWFrJz507KysrYv38/RUVFzJ8/n8rKShYtWkRxcTGbN2/m0KFDZGVl8eabbxIfH8/+/ftJSkrij3/8I3v27CEhIYGEhAQ2btzIiy++SLdu3Wjbti0DBw7kzTffZOXKlcycOZNp06aZx3DkyBGee+457r//fvbu3Ut+fj4NDQ38/Oc/Jz09ncmTJzNixAjzhDg1NZWxY8eSnp7OuHHjGDp0KLfccgtpaWmUBZ7LyMhItm7dwvjxGwB45x3IyblqL6GFhYWFhcU1Y1LfB7GJgYJZvjqj2BagizIohmtV0BTSiQjLh83QI8jQI9AlB3n+CjPv1ad48CkeZMlGQmSyEUEgSMiiHVmyIUs2/Jrf7CfSHoOmqdibxQ8AxDjiiQgUDBsYYcQqWXEE3zwW7v8tZ2oKOVNj/O5qFxNvrpN1470k6gqCriHoGjGCG1nSkSWdmAg14HJtyn9tzifVQ24uoQYdskEUtXVBtjXxVdV0021rtGlZeKs156sSIprqrewu6MANjSAILpfskhk7cCnufePAJdddTwSLcF3tG1gO2GuB5YC1sLieaWhAPHo0bNGe4cM/VRfJJPNDfshiFlNMMQC72MUpTnE3dxNN9GceXnb//vjtdk537EhdXBzVCQnMWrYM33//N/Z58yCQ22lxfRN9993wj38w6eJF1gScr0Hsdjtut5t9+/YxevRoGhsb8Xq9dO3alfLycoYNGwZA37598fl8bN++naysLLZv385NN93EHXfcwcmTJ6mrq+Ps2bNUV1dz4IBxwjZq1Ch+8IMfsGHDBvr27cv58+fRdZ3k5GTsdjuDBg1i1apVdOrUiYqKCmbNmkV1dTX5+fm43W66dOlCVFSUKQJHR0fjcrnw+/2oqnGBorKykl27dlFfX8+FCxcAWLNmDQBFRUUUFRXRpUsXlixZAkB+fj5gnADt3r0bXdf5zW9+Q+fOnXnmmWcoLy8nKysLSZIYOXIk6enpLFu2jAsXLrBnzx7uv/9+RFEkNzeXyZMn4/OtZPz4ajZuTOCnP9VYtcq67mphYWFh8fUmOLU/LqINoiByAg897UZhI8FbD34XemQSguJFF2XSCZ9VJWgKfWxtKNQb0DQVn+LBLjsNEVa0IYtN7WXRbrhfJSearoXFF4iCiCzaaI7TFhVeGMziG8fdQ37Mwv2/BQgIsTC4Uz8AbLoDnSt3GTbXIIO5rs1F2GDcQGvu2FAHrKa1nuEaul1wvf8y0/5lWWzhhA1uqygaotgUOeD3hvfTXLCVbSKKX2uxPBhF0JoQaxXm+uKxHLBXH0uAtbC4nsnKQgDqYmL44zPPICkKqq3lieInEUEE85jHFrawjW0AnOIUL/MyD/AAaaR9puFpskxe36Y4g6OZmQw6eJAuZWWo992HtGQJJCZ+pr4tvj4Ijz0G//gHCZs3w+TJYetqQwTZbduM917Hjh15LxCp8eijj6IoCvn5+XTt2pXa2lratWuHKIrU1dWxbNky6urquHjxIpmZmURGRjJx4kRsNhuapjF//nx8Ph979uyhc+fOzJw5E5vNxuLFiykqKiItLY0hQ4awa9cuDhw4QEFBAQ899BCyLLN27Vpuvvlmamtr+dnPfsby5cvp0KEDx48fZ9KkSSQlJVFYWMj48eNZtGgRjzzyCJs2beL222+noaEBRVHo1q0boigyfPhwDh48SGRkJJWVlQwdOpT6+nrWr18PQEJCAuvXr8fr9ZoircvlYt++fVRUVJCdnU1MTAx5eXnExMSwf/9+9u/fz+TJk3n11SgGDtRZvVpkxw4YNepavKoWFhYWFhZXh0ZfPWAInbJkiKVFEnRze9Ej4gEQ3DVG48BjXZQRVCO7XbdFGoW7BAmfZjhfgyia3xRVQ8VWn+ox7wezYYMO2GBBrl5yAsUEZtboDSiq33DQinY2n1jAuJ73fNFPhcVXnNvk9ub9i7qKIsYg4idRPUOVlIpPNGYZSrpKtNpIgxSF5zIRBBAUWvWQx6CGFNaSRAFVDRcnJVFE1TSCOqwoCGHFuIJCqyiKKGqTqGqTxaZ1gtDCOWu3Sy1EWKUV0dbmaIodUP2Gg7Z5u6AIC00CbVB4lZ2Bz55HDYsjuPeNA8x/dDDXM4Jo3K72PsAwgEiSxJNPPsmTTz55dXf6DcUSYC0srmdycwGw+f043W48kZGfuSsRkVu4hVRSmc98c/l/+A9jGcvN3IxEy4IGnwpBYO3UqTz2+utIO3bg7dEDad26z9enxVefQYNwd+5MRFkZ0uHDtB0xgvLy8hbNEhMTqaqqwmazERcXx4gRIzhx4gTHjx83naGPPPKIKY7OmjWLQ4cOsXr1asTA1KvExEQEQcDv95OUlER5eTnZ2dkAphDr8/nMqfyKolBYWIiqqhQVFQGwYYMxrb+wsJDCwkL69+/Pxo0bcTqdvP766wDcdtttpkC6b98+swhYZmYmL7/8MgkJCcydO5fY2FiWLl1KfX09Xq+X22+/naNHj1JYWEhFRQXTp08nOTmZAwcOMHPmTD788EMmTpzIyZMnmTx5Mg6HgyVLltCnTx9kWWbgwIGcOXPGfM5qa2s5dWolN93Ul23bevNf/6Wyc6f0iVPXLCwsLCwsvqrYZSdR9lg0XcOneMz8VT0iHkEJiKz2SASfC1QfiBKhP3sFbz3pgdgCbBEU6kYWbHn9GaLsMSiqzxR2NV01BVdNV9E0FVE04gk0XUOWbIhIZAhNM8Kaog0MMdajGnm16/PeZmz3e6/eE2PxleLuIT+m4fB/zMfJ56s5mxJjPpZ1P75mRY8BnHYNpx3q3UHB/9Pv2y6JKKrWIooglKAI29zl2tyFGirUNs94bY3WxNXQbSWbgN+rme7YT+ovbCzf0EJc1wrLAXv1sQRYC4vrmeHD0YEIj4c7PviA9+fN+9xd9qQnP+AHzGc+5Rgi2Ra2kEcec5hDW9p+rv4vtm/Pfx58kKlr1tD+wgU8kyYR9dvffu5xW3y1caSnQ1kZQzMymN+K+AqYGbB9+/alqqqKtLQ0SktLiYuLo7y8nEGDBrFmzRokSSIvL4+qqir69+/Ps88+y4cffggYrtGPP/4YMMTQ0aNHk5KSgiAIHDt2zHTJNjQ0kJGRgaZpjBgxgo8//pguXbpw8uRJ7rrrLjwej5kR27t3b5KTk00hNykpidjYWPz+prw4XdcpKSkxj6G6uprt27ejKAonTpwAICMjgwULFqBpGoWBrGaHw4HL5eLIkSMcOXKEgQMHkpaWRvv27fn3v/9NUlISkyZNol27dixYsIDOnTuzf/9+vv/975OTk0Pbtm1p3749p0+vZ8+eHuzeLbF6NUyffhVeRAsLCwsLi2tAsPBVc/L8FWi6SqQ9lm7YQfQaMQT2SARNMYpzAYgg+F3oNsOYECy41TYmlQZPDZH2GHyqIaIaLlcbPtUT5mgNoqiB73pRBdHoR5Zs5nJN1wJOXcNVu6twOWAVmv2moMd3Qaw5xcX2TcKrhvFekPERqTbgkqKx6X6q5fhW+wjGrcqijsdviJY2SeRS5Xx0XTfjBESa8mCNHNigw9TIgb1cMS8AfytZsc1F2KAL1m6XzOVBcbW5OzZYlEuSA9EEvpYu2GBRLlEWwwRXXdMRA0/GN8kFK4rG7WrvAywH7LXAEmAtLK5nBg5E+J//gf/5HxIDws8XQSKJPM7jbGADe9gDwEUu8lf+ykQmMpzhn8sNe6pzZ/798MM8+O9/0+H8eYb/4heGYpSa+kUdgsVXDCEpCYDTR47AgAGXbJeens7mzZtpbGxk165dTJs2jfvuu49Dhw4RGRlJ3759zYxVt9vN2bNnSUpKwuVyERsbS0FBARMnTqS0tBRZltm4cSPHjh1j7ty5DB06lDfeeAOAefPm0a5dO1atWsWFCxeIjo7m5ptvJikpiY8//pjKykpuv/12YmJiWLRoEaNGjeL8+fM8//zzrFu3DkmSKC0tDXOw3nrrrSxZsoQnn3ySDz/8kAkTJnD+/HkAOnToQFRUFAMGDGDdunXouo4gCAwcONDMmAWIjY3l+PHjVFdXU19fT319PZs3bwaM/Nj8/HzS0tI4dOgQERERLFq0CIDHHnuMc+dEfvc7+MlPVKZOlZA+p2HdwsLCwsLiy2B8r7lsPrEAgAhblOlQBUNM9SkejgF9AFQfgttnFOoKuFrR1LD/07GDKFGoNxDtjAdA1sNFUk1TsctOM4agBWLL5XY5wnTnOm1RKKofP/4W7Syub7T4Toh6OZpgw6bVogqRqIITFRlVkHBo7hbbKGrrU5WCUaihummwQJauty6mBmXX0BzYYJSAJAphIqyiqqbA2pr4eins9qb3f3NxNvjY41auqK/QfNrgCIJ5r5JdxO+6sn4sPj2WA/bqYwmwFhbXOdrx44hAdULCF9qvjMxkJpNBBu/yrrl8PevJIos7uZN2tPvM/fscDt6bO5dH/vUvEs6fxzNpErY9eyD6sxf9svgKk2bkCLc7cYK+991HbiA+oznx8fEUFxebj0+cOMGJEydwuVycOXOGHj16MG3aNAoLC0lISKB9+/asWrWK0tJSMjMzGT9+PMnJyZw5c4abb76ZpUuNQh5lZWXYQvKRCwoKyMvLo7CwEE3T6NKlC/Pnz0fXdQoKCgDYuHEjAKWlpZSWltKtWzdWrVqFruu8+67xmRg3bhxer9d0sI4aNYqqqiq6d+/OK6+8Qnx8PN/61rdwOp0sXryY0tJS2rVrx+TJk1m3bh2VlZVkZWUxb9487HY7WVlZjB07lmXLlvHtb3+bDRs2MGvWLKqqqlAUxRShExMTTUcuwN69e8nIUHA6byMvL4L33oP77/8CXz8LCwsLC4svgVA3rChI2GWn6T7V7ZFAJIKn3hBbRdVwwYpSkwgbQoYQbWa4ypIRJaDpKrJoMwRULVC9XhBD7kuIgki+WmvGFjSNRwz0ZTedsTERidTQwMGTHzM847Yv/Pmw+ApSV0YiUNUWNME415R0DxFaPfVSIprQUpKRJZ2YCOM9Wu+W0PRwUVYUAFOM1ZEkAVW7tAgbitZMVw2KsKHZr5ffXg+7HyaYXsZRG5rxCqAqTduGLg/bxi6hhrhdVZ+GFBB71RB37fXsghVEHUG8ugXHgv1bDtirjyXAWlhcj+g6bNuG96c/xbF7Nzqw+ZZbrsquMsjgJ/yEdazjMIcBKKec13iN0YF/8mf8U9MYE8P73/oWj771Fs7cXHwzZmD/6CP4DIXELL7aCPPmwcsv07uggI3Z2Zeca3Po0CFmzJhBeXk5lZWVTJw4EVmWefPNN80227dvJyEhgZycHI4cOUKbNm2Ii4tDURQOHTpETU0NxcXFVFZWMmfOHM6dO4fL5UIQBMaMGYMkSbRp04bk5GRqamoYOnQoBQUFTJs2jXXr1tG9e3fy8vKYNWsWiqKwdOlSHA4HAwYMoGvXrhw+bHwO2rVrR3p6Ol6v1xxbZGQkdXV1XLhwATAyWnfv3o3P56O0tBSAHj16UFpaisvlYs+ePYiiSFRUFE6nk0OHDnHo0CHGjBmD2+0mIyOD3/72t3Tq1Il77zVy5ZYsWcKQIUOoqKjgpz/9KYsWLWLSpEmcPn2aWbNOMH/+QJ5/XuXuuyUcLaPHLCwsLCwsvtJsPP4eNtEeVjzLLjkRAy5UURARRYlsfz39hRjQVSNyQJQAIyoAUULwuwCjKJegeNFlB+lEmAW6nLYoPP5GszCXXXaiBYRbUZBo9NURYYtCFER6CNGgQX4gT1YUxDBBNpgRq6BxigZ6yPHsKV7F8HQrE+h6Zum5jeb98W17I+p+VMGIvtAFMUx8TVBqWsQQNHpFRFFHpKUrVglM5xcFAV0QUPQmoVIKCJv+5nmureicQQesLEn4/MplYwmai6/Nl12KYCasbBPxe4MFvz65IEFQfBVEAcUTLhALocKvcnUFym8KlgP26nOV0yQsLCyuGUVF8MorqPfcg7tjRxg7Fsfu3aiiyMeTJnH2Kk7fd+JkBjOYxzzEkD8r29jGy7xMPvk00EAVVZRRxgUucJGLAGhoqDR9oUa4XHTPzyetqIjIxkaq2rRh7/PP47PZsG/ahPLQQ4bAbHF9MWAAamYmot/PyO3bL/ka9+jRgxUrVpCVlUVkZCT/93//xzvvvMODDz5I7969mT17NqNGjWLz5s0cPXoUVVW54YYb6NKlCwB9+vTB5zOmKrZt25aPPvqIwsJCPvzwQzZt2kT37t3JyMhg0aJFvP3224wfP54OHTrgdrv5xS9+ga7rDBw4kHHjxrFixQqWLVvG1KlTmT17Nvv376e4uJizZ8/ywgsvkJGRQX19PTk5OcyZM4dvf/vbnD9/noyMDGpqanj66afp2rUrt9xyC507d2b48OEMHTqUYcOGcddddxETE8OQIUMYNGgQY8eOJS3gEgaIi4ujoqLCzIqtqqpi+fLlLF++nOLiYhYuXEhERAT79u0jLi6O3/3ud+zcuZO//70vHTqonDol8dprV/k1tbCwsLCw+AJZk/062/IXE+NIMHJVRbshvAoSiuZH09SmTFaMaf9FNsGIHhAkBMXIhEVTw26CalwoDa5L1+zmrY+tDX1sbeghxbUYjyMQSSC2Ej8QJJ0I0okAoBg3pXjMdYrqY0fB0i/q6bH4ipIQ2Z6EyPbmY7tWhVc0RK5YtcJcrjaLt2guuDrtTerpp6hbZSKFmBtkybjfXGy125oEYbFZxdbWxNfmiKIQVlxL0/RWC3JdCaHO1+biKxCSB2uM5Z7XD3ym/XzVEcRrcwPDAdunTx/++te/XnZM27ZtY/r06WYdjeXLl4etb2ho4Hvf+x4dO3YkIiKCPn368Pe///2yfebm5jJ79my6du2KIAi8+uqrLdqoqsoLL7xAWloaERERdOvWjV/96ldX5Pz+qmA5YC0srgf+8x+URx5BVlUkIALwyzJHBgxg+803Uxcff02GkUEGP+bHbGazmQ3rwcP7vH/JbWzYSCCBB3iArhcaePSNN7AHihd5HA7+/v3vU52ZydK77uLe995Dfu89uP12uOuua3JMFtcO6Yc/hIcfZvDmzURcuMCKmTPx2w33iCRJqKrK2bNnSUtLY+jQoWZhLUVR2LVrF5IksWfPHkpLS7nzzjvNKf/79+/n4MGDZGZmcuDAAebOnUteXh52u51evXqxcuVKwHCnFhYWUl9fD0BdXR0HDx40C3RBk9Dp8/lM8XPDhg0AlJSUUFJSQnp6OosWLUIQBHbu3Gn2ffHiRY4ePcrRo0cZM2YMp06domPHjvzud7+jffv23HnnnQAsXLiQ2NhYhgwZQs+ePVm+fDmnTp1i//79PPXUU5w9e5by8nI6depEcXEx3//+9/nwww+55557zCzcyspKhg0bhtfrNccuSRJr1izhttvSeeONYfz8514eftiBdaHbwsLCwuKryDt7fkGEzShelBKfbi4XBRFN10wHbOgP2mAerFOMMvNadYfRh+CtNzJhNRVdDpkCogQyZGU7QmAati4Z64Mu2QLZEIM8/kactiijeaAYlyhIoEOh4ManhBbvgny1FqCFgFuoNuW77yhYyqjus6/8ibH42vDgyF/xs+W3IYs2DpXBI4PvAcCp1aAIkfiESKLVGmrlJFRBIkpz0ShGXjIDNogoNOWjghFDIIQIppdyscqS0OScbZb/GsQWrPoFeP2qKcSKUlP/CuGianNBNrRQlyyLYSKsZBNQ/a2LuaH3JVk0RVjZKaGGFOzSNd2MIBCahmvxOblSB2xjYyMDBgzg4Ycf5o477mix/plnnmHTpk28++67dO3alY8//pjvfve7pKSkcPvtt7fap8vlIj09nTlz5vD000+32ua3v/0tr732Gv/5z3/o27cvBw4c4KGHHiIuLo4f/OAHn+5gvyQsAdbC4nKUlEBCAlwjAfNTcfQovvvvR87ORtQ0ZKCsUycKu3fnbIcOnOrcGd+XML/YgYPJTKYvffmAD6im+rLt/fipoYYLhW/zu3eNadmaICDqOk6vl4f/8Q+EBQuIPHfO3EY/cgTBEmCvPx58EE6fhp//nL55eVQnJrJxwgTAuOIJYLfbTaHz6aefZvXq1dwXyIxdsmQJAKNHj6ZTp06cOHGC6OhoIiIiTPeo0+lkyZIlJCUlsW/fPtLS0hg2bBi33norH330ESNHjmTJkiU8/PDDHDp0iL59+wJGQa+RI0eyZ88e7rjjDtasWcOsWbM4cuQI06dPR9M0fD4fSUlJpKWl0adPH/bs2UNRUREdOnTghhtuwOVysXXrVsAopqUoCpWVlQCIosiBAwfwer2Ul5dTXl6OJEkcOnSI8+fPc+TIEdq2bcvHH3+Mw+EgKysLgEmTJnH+/HlEUeSXv/wlAwYMYMaMGZSWlnLkyBEkSaJ79+7MnDmTHTt2MHPmTNq02cLatXWcPRvLK6/AL35xrV5gCwsLCwuLK2Pj8ffo1nYAsmg3c17bRnc0xVe77ETTVUP8DAgwPsWDKEjIoo0MPYJiwRBWiwLiaTdiENw1l9yn4HOZwqyguQyHrGyIrBl6BIWCm0hHLLXuSqSAuGuXDaG1WPShNcvQ9CkePP5GvIqb2D6TGQhsyH0PMOIIIh2G0OHy1mFx/fLizDX898qZAEiBCAu/CLLuChTismPTvNgAjxRJlObCLUfiU5pHDoRMudfDp/CLgoAoCXj84e9BSRBQA+7AoEtQFJviC4JiqxZWiKtpe4dNwn8FDtZQwfVK2qqExxfINhGft6XLNVSEDUW4RHzBPa8fYMFj11cWrBD4d7X3AVeeATtlyhSmTJlyyfW7du3igQceYOzYsYBRDPgf//gH+/btu6QAO2TIEIYMGQLAT37yk0v2O2PGDG67zcjP7tq1K/Pnz2ffvn2feIxfFSwB1sKiNRoaUB95BGnRInwxMdjffhtmzADh6v7xu2JOnsQ/eTL2gCipiiK7brqJTePGXTI781rTiU58n+9zgANsYQsuXNiwEUssMjI6OhVUICPjx8/Y8wmAIcAKt98O//3f+IYPJ7a+HgKORABfXBz2u+/+ko7K4mriuuceIhYvNk8xzrdv36JNly5dSE1NJSoqii1btlBYWMjSpUux2WzMnTuX/Px8OnbsyIYNG8jOziY7O5sZM2Zw00038eGHHzJ58mQaGxvNIlk+n48jR45QVVVFfn4+v/vd7xg/fjyappGens4777wDwKxZs3C73Xg8Hn75y19y44030rVrV+Li4nj//fdxOp1Mnz7dfOzxeLh48SI//elP2bx5MxcuXCAvL4/7778fWZY5dOgQw4YNIzs7mx/96EcsXbqUW265ha1btzJ16lROnTrFiBEjiI2NZcmSJQwYMICIiAiGDBlCTk6OKcAmJibicrnIz88HwOPxsGDBgrBiYaNGjaKsrIz8/Hx++ctfMnHiRP7851juvBNeflnju98VaffZ6+VZWFhYWHyNWJ/3NhP7fHWrMK7LfYu4iCSi7LHIYsDhKtmMeAHNjyzZUJSmmIGgCBv8X5ZsZjGt4NR/MKb/F8kaSqSTnj7dcLu6a9BtkWYbXXYYMQSB+8hGdAGAoClkiEZ/ebYo0+nqtEWR0dhotBdtCIFZXHgayY+JJVqKJ1KLMfcRdOV6/C7EgK5kuV+vb+pO7uBHN/wYse4s1EJtnAcdEV8gF9glNhUYdqouPFIkmm4U4pIlQ6Bs9IrIkt5ClL1SQqdoB8XXUIICql8JF0E1TTeLdH0SlxNhm7tgbQ7R6BvDDatpOnaH8dlQ/FpYP0Gx1XDBNo3PFinjdylNx/jZkg4sQti4caPpgK2rq8PhcOD4DIaukSNHsnLlSh5++GFSUlLYsmUL+fn5/PGPf/xc4xs5ciSvv/46+fn59OjRgyNHjrBjxw7+8Ic/fK5+ryWWAGth0Qr6q68iLVoEgL2+HmbNAsDboweOv/8dxo378ganaXhuvhnnuXP4ZZm3HnqI8jZt8H8Fq+mIiAwN/LsUOjoaGucH+ykoXUL3wkKEFSvgBz/AnpuL+p//cKSujv7f+x62xETsiYlfHSHc4gvFvno1gq5TmZjIlnHjyO3XD7vdbma2durUySxw1aNHD1N0rK2tZfjw4XTo0IGsrCwURaGhoYHo6GhiYmIoKiri+PHjRERE8Lvf/Y7evXtz7733snv3bsaNG4fdbmfjxo34Az+aTp8+jaqqSFJTFpeqqlRVVVFXZ7hUXC4X27Ztw+v1ci5wIeTjjz8GoLi4mOLiYrp168aCBQvQNI3t27cDRhSB3W4nKyuLrKwsxo0bR3FxMYmJibz00kukp6fTv39/2rdvzz//+U/atm3LHXfcQXJyMvPnz8dms1FcXMzPfvYzdu3ahd/vp6KigltuuYXU1FQKCwsZP348q1at4qabbuLChQv07duXyspKPB7jx+KpU6dQlPfp2nUCpaXJ/OpXOv/3f9ZnysLCwuJ6Z+Px95AlOxuPv4emqV8pIXZN9uvmlH5oEioBFNVvumB9igdNV00BVJZshtAqEPbL1uNvJI/GsH0EBd2iCAfd3E25r4Z4Gp6/KShedHuIOCs2dd5HSqBQdgOY4xIUL7q3mlD5qUdlA4JoY5dNMWMGbu4+m7UFaxnR7XZsVlHZ655DZetBgBTlItE4uZAUBUQhcHm1MGjwDOqQmiaYyy+lhWq6jl0WUVQtbNsrJSi+ioKATTY+D26vv9W2stS0n9DM10vRfN2V5Ml+0jpoEmFDxde7/7GfhY8Puex2XysE4er/9g3036lTp7DF//3f/83//M//fOru/vKXv/DYY4/RsWNHZFlGFEX++c9/Mnr06M81zJ/85CfU1dXRq1cvM57uxRdfZO7cuZ+r32uJJcBaWLSCMGcOvPBCi+WO/Hy8U6bguHiRsOBEVTVuxcXo//43emIi4tNPg93eoo/Pha7Dq6/iPHUKgH8/9BDnrmJxrWuBgICEhM8p8f7cuTz16qvE19ZCbS1kZKD9/OecWruW/l27gnWiel2jp6ZCQQEfTplCUffuAKb4arfbOXXqFN26daOoqAhN07j11lspKSnhtttuo6CggL/97W+4XC6qqqr41re+RXl5OWVlZQwePJjNmzebffl8PvLz8xEEgX379nH+/Hk6d+7MxIkTkWWZ/Px84uPjKS0t5Vvf+hZ1dXXU1tbSo0cPioqKmDNnDh9//DFTp05lzZo1zJkzh8OHDzNlyhQziqBDhw60a9eOzMxMduzYgdfrxeFwMGrUKOrq6ti1axdgOFgFQTCFXbvdTm5uLi6XC13XuXjxIps3bzYdrQUFBaSnp7N48WJ0XWfz5s0ATJw4kfr6enbv3s3u3buZMWMGAwcO5KOPPqKuro7s7Gzmzp1LWVkZnTt3plOnThw7toMXXxzPP/4BzzwDzc65LCwsLCyuM8RmRX7W570N8JUQYu2Sk7iINoCR46qoPjNrFQgU2vKhaSp2ucnZqqh+8oVafKohyEbaY9F0FbvsbBJpRZtZKMso1OWjKMIBEQ4y6uuaXK8BwVUXZaNgl6feWCa1PJ/PEKIp1BsAyI900t2jINhCfht4jexX3RFDnOPSRbosrm8GdZ7I+ry3aRcrUZHYcr1bjEHW/Yho1MhJAHgD+cFgxA54FQFR1MNEWIDms9JFQUALcboG2ymhYqeuh+XAhuKwyy0Ez2CxLlnCFFyb+mopCraW/Rp83JpDVlN1JFkIE1DtDinMLRsaTSDKIlqzSALJ3uSM1Vo5Losr59SpU2EZsJ/F/QqGALtnzx5WrlxJly5d2LZtG08++SQpKSlMCMTLfRYWLVrEe++9x/vvv0/fvn3Jysrihz/8ISkpKTzwwAOfud9riSXAWli0Rs+eqD/+MdJvf9tilcPrhfx8GDwYvF60Z55Bf/11JMWYAiEEbt6XX8Zx8iRERrbo4zOzciX86EcA5Hfv/rUXX1vD4TVOgsnI+HIHYnFtKSlBChS1qkpKarE6KJ5GBj5PhYWFdOjQgaioKEpKSjh58iT9+/cnPz+fG264gQ8++IC6ujouXrxIcXExw4YN4/jx40yePJlBgwaxa9cuDh06BMAtt9zCsGHD2LdvHx06dKBz58784x//AIyQ+ejoaPbv38+WLVuYPHkyFRUVyLLMr371KzIzM2nXrh0jR47k73//O4mJidx1113ExMTw/vvv09DQQF1dHQ899BCbN2+mrKyM7Oxsvv3tb+Pz+cjNzaV///7YbDZ+9KMf8cEHHzB69GhWrlzJvffey8GDB5k8eTJutxtN00hOTqZjx4706tWLDz/8kMjISFJSUkhJSaG6uilvubi4mGPHjlFZWcnevXtJSUmhsrKS5ORk3nvvPVJTU3n88Uns26exfr3ICy/ovPXW1XyBLSwsLCy+bMb1vIeNx98DCBMkL0ewPcD4XlfHZbQm+3XzfrCIltxM9PQpbkRRMscdiqL5zRgCRfUhS3bjf9GGohkOPkX1m0W7QgmKroK33sh8bY4oga7S4mezptJdM/rTRRnBfwE9It4s6CWoTqPYl9+FRxQZ3WPOFT0XFtcXwYsceXUq3RMAjPeYKkTiF5rErTo5ATHEFdta1IAo6jjtOh5fILe1mdZ4qZgAKcQ9GRRoLyXCNscmS6YzNtT1CmCTRPxBt23IvkVRMAXU0JxapZlwejmxtLlYGxRzBVEwBVdNCSnYZZfwu5viCK4nF2xQW7ja+wAYP378FWXAXg63281zzz3HsmXLzKzWzMxMsrKyePnllz+XAPvss8/yk5/8hHvuMYrZ9e/fn5MnT/K///u/lgBrYfG1o6wM7X//F72kxMhR1S/zpZScDF4vysyZyB99ZC4OFo8CcFRUwIcfwuwvMNepqsq8m52Z+cX1+xUhwuUiIjBNmm7dvtzBWFw7GhvRZs1C1HVKunbF2bcvhBRdCyU7O5sJEyYgy7I5tT8rK4uJEycyYsQIqqurufHGG5EkiVWrVpnbFRUVAYYwWVpaSlRUFLfddhuaphEREcGiRYvMNoMHD+axxx5j48aNzJo1i7KyMvbv3w8YRbzcbjdVgc+iqqocPHjQzIc9e/Ysa9euNfdZVFRERkYGCxYsQFVVM4ogOjoam83GgQMHOHDgAOPGjSM/Px+Hw8GLL75I//79iYyMZODAgfzpT38iMTGRuXPnEhERwcKFCzl27BgdO3bk2WefZdmyZei6Tm5uLg8//DCFhYV07NiR5ORkli9fTmJiIl26dCEpKYni4mIAzpw5w/bt2xkzJoH166fw/vvwwx9+8S+thYWFhcVXi/G95rI+7+1WhcwgQdFIluzYRDtqYJr9xuPvXTURNlhgqzV8ijvssaL5zLgCWbLhCwpEot0UbmXJbhblEkUJRfGHtGsSYoscMt0UET0yCcFVCZqCYPtk84SgKeB3g63JjSv4XGFRBboogS0S8FzBM2BxvTIspjtoKpVUIOp+vGIbc50itLwoEKG68BHVYnkooVqrqunoQkhmqiCYma/NRVmbKKLquumEhdYzYYM0z4QNOmKDQqxNEvH6W164aO50/STxVRCbMlzD4glUHVlu+XdB15qyYXVNDxNfg9z12j7ee/SGVo/LonX2798f5oD9LPj9fvx+P2KzujSSJKFpny+o1+VyXZV+ryWWAGthEcA7erThWL0CfAMGIGdmIm/bBsDCu++mpGtXVFmmTXk5j79uXMnX33wTQdOMKIKxYyEu7vMNMqLpJM8ecAReT7S/YBThakxMJOqLdA5bfHXRNPT770c8cgR3TAxHf/hDzp8/DxCW/xokIiKCDRs2AEYQ+5gxY4iMjMTn8/H2229TWlrKP//5T2688UZ+9rOfsXTpUu666y5yc3MpKioiPz+f3r17M2jQIKqrq3G5XKiqan5xJyQkUF1dzZkzZ4iKiuLYsWNkZWXxzDPPcPLkSaqrq0lKSqJ9+/bce++9rF69mvHjx7Ns2TLmzZvH3r17mTx5MoqioKoqHTt2JC4ujhtuuIHNmzfjdDpRFIVbbrmFmpoas2pn27ZtEQQBl8sFGCcTxcXF1AcK0FVVVbFt2zYUReFk4O+U1+ulqKiI8+fPc/ToUVJSUiguLiYyMpL3338fURT57ne/S0xMDAsWLCA9PZ1z587xve99jzVr1nDPPfdw8eJFli7N5/DhHjz/vMh3v3v1X3ILCwsLi2vDnuJV2GVjOnNQjAQYHtEZgFy9nnpPdZiwGhRnRUFCCrSXBAm/dvXOO4NiqqZryKLdiBrQVTTd2L/TFoWiGTmwoTmxiuZDFEQzYkBRm/IqPf7GsMiFoOja5IhtctqeEDz01JumfeN3gWS4E4MxBILmCo8i8BuisNBwocmdJtkR3YHZKJqKLtvRZQeifv2ds1t8Mn9Y/yiP9noEgFpbGbIOPtH4LagKRhliAE0Il2R8ogNRaz3DNSwLNrDMJov4PsXMe62ZySjUDRua56pqOqIothC3guLrlRTmCvZ1uQJdzdsGEUUhTKg1Iw0UDVEWTAesIArIDgnVFz5OnU/xpFh8KhoaGigMzFwEKCkpISsri8TERDp37syYMWN49tlniYiIoEuXLmzdupW33347rFjW/fffT2pqKv/7v/8LGLMd8/LyzPtnzpwhKyuL6OhoMgIzY6dPn86LL75I586d6du3L4cPH+YPf/gDDz/88DU8+s+HJcBaWADoOkLIl9FzbX7FTUN2o8oSRRkZtDt/niiXC4fXy+SPPsJeUwMB8RVg6N69aKJIfs+eVLRpuqopfPih4YIFvG3b4jh6FFqp7H7FVFSYd4/27//Z+/kKElVfz9Q1awCQhlwfU0YsroD330f44ANUUWT+nXdyqqaG2NhYMxMVoE2bNlQE3vtut5vo6Gg6duxoFs1KTU3lwoUL5gliMJbA6XRy7tw5Vq9ejaIoiKJIZmYmQ4YM4fDhw6b4OWrUKO677z42bdrEoEGDiI+PZ8uWLRw9epSjR4+Snp7Opk2bcDgc7N27F4DJkydTWlqKpmn8+te/ZtCgQURERDBkyBD+/Oc/k5CQwP33309sbCzz58+npqYGv9/PnXfeyebNmykqKiInJ4fvfOc7NDY2kpeXR69evYiPj+fOO+9k+fLlTJ06lSVLlvDoo4+yadMmJk6cSFFREdHR0Xi9XgYPHkxsbCzLli2jS5cuJCcnk5aWxrFjxwDQNI3169ejaRolJSW8/vrrjBkzhqqqKtq1a8eCBQvQdZ3//OcOBg3S+fhjidGjk5g69Zq9+hYWFhYWVxmf4qGv5kBwGxf4sEWiB2Y+9xViOCx7sMtODpWtZ1DniYARSyBKEqqumiJsqJj5RRfxirBF4fE3EmmPQdO1Flm1QdG0+XJRkJAlOx5/IzKEOWhD82MNMVdDlmzYQ6IXNF0zhdgiWYPYBDJqykGUjdiBkP0Jihc9IMAKrkp0xSjwpQOCpoPsNIRbc3ASiDKCz4W7WTEwi+ufP6x/FIA3jr/JnL63mMs1nKghgmtQfLVrPjyik9ZwyDpuX7jr71JapvoZnYDNhc9LiavNc2CD7UO3D3W7thBUW+lXVS4tlMo2EU3T0VQdfyDnNeh8lewCiqf1CBUtMM4H3jzI3R0u2f3XhGsXQjBkyJAriiAIzt4L8swzzwDwwAMP8NZbb7FgwQJ++tOfMnfuXKqqqujSpQsvvvgiTzzxhLlNWVlZmJv17Nmz3HBDk2P55Zdf5uWXX2bMmDFs2bIFMLJlX3jhBb773e9y8eJFUlJSePzxx/n5z3/+hTwL1wJLgLWwABAE7AUFaCNHIR7cz0sVL8CHoIoihRkZrL3tNuoC7lWnx8PYwB+BIGmlpSRVVpLfsyeK3c6HU6YwJSC8BnGUl+OdMwfHli0gXXra15WQ17s3yhdd4OtLJKq+ngf+8x/aVFbiSU7G+dprX/aQLK4VgRzW4+PGUdWnDzQ24gnEUAQF1crKSgBSUlI4e/YsDQ0NxMTEkJeXR2NjIwcOHGDKlCncf//9LFq0iHvvvZdz587xxhtvoGkaZWVljB49muLiYrxeL7W1tZSXl9O1a1dUVaWhoYFFixZRUFBAfn4+cXFxtGvXjrS0NFRVJT09nQEDBph5qmA4ZRVFMR2qmqaRn59vOlirq6tZv349iqJQWFhIYWEh3bt3Z/78+aiqyrbABZzIyEjsdntYFMGJEycQBIGXXnqJQYMG4ff76dOnDy+//LKZMet2u3njjTdwOBw8+OCDtG3blvfee4/ExEQuXrzI//t//4+lS5dy9913k5OTg8fj4dSpU3Ts2JHq6mqOHDmC2+2mc+fOZGcvY8KE4Xz0UTpvv92HZ5+9di+/hYWFhcXVY3j6dAAa8pYbjk7VixZlGAUExQuqjxuIBgVOiCoHSo1YLSN6wIZX9aDpapgbdvOJBYCRIftFRRLUuivoEJdmPg7mucqSLSCUqi3EVyPP1Yamq6bYagitLdsC2GVnICPWjyiIIbmxGormw6d6iLTHms5XVK9xvq6rhvgqO0D1IbirDWFVdKBrgeJdooAQKPhFSLwBgsResZGJvb78ImcW15ZRGXeY91XBjaR7zcd2rRGfaLxnZd3fIoZA1vy49XCZRhQNkVJRQwpxhWhywhXqc1ciz/oVrdUp3c3FV0kUzAxYURTw+UKKZYXkwIbSXIS9nPgatp0kIMkiait9QsAF6zQ+975Gf6ttLD6ZK40gGDt2rBlz0Rrt27fn3//+92X72NJMT+natetl+wSIiYnh1Vdf5dVXX/3EMX5VsQRYC4sgVVWIB/eHLZI0jZ75+cTW1fH644+DILB17Fjy+vQh0uWif3Y2Nx48CEBe377mdvuGDeNicjJxtbU4vF5OderEg//+N44dO9AffRThlVcgJubTjzElBYC0khIiGxpwRUd/9uP9itD2wgXuXriQpKoq3G3bErFrF6SlffKGFtcHgazX9sOG0dhoOESio6OpqqpCCJxN2u12vF4vgiCQlpZG27Ztw5yeAwYMICcnB5fLRX5+PitXrsTv9/Poo4+yZcsWpk+fTm5uLgAnTpygoaGB++67j8rKSgoLC7nxxhvZuHEjYIi9vXv3ZujQoSxbtowHH3yQlStXUlZWRlZWFk8++SRnzpzh7NmzpKSkkJqayrx581ixYgVTp05l+fLlPPDAA+zdu9c8OdE0ja5du2Kz2Rg6dCgbN24kLi6OxsZGJk+eTG1tLQcOHACMKAJJklACRf00TePs2bPU1NQARhRBdna2eWLs9XrZsWMHfr+fkpISSkpKyMzMJDs7G13X+eUvf8mQIUN48MEH2bVrF6qq4na76d+/P8nJyQAMGjQIp3M3Gzd2JD8/kRUrFOZYtUIsLCwsrgvqTu2GmHYAxHYaYTwGM+8UUUYPyTwNLX7lkJy4/Y2IkhTmLg1GEiiqn3W5bzGp74Ofa4zRzgTqvTXEOOJDCmW1zMYMIgoiHn8j9mC1eNEQbUVBwqd4IDC1u5ecAEAhDUB4wbFQkdYuOdF0DZ/ioTAmlm5+HaHRa4iwAJqC6K032wclAjHwU1rX/AiI6Gjomh89KhndEYPgdzE+Y+Zne1IsvtZcqDvJODGRqiQddNAR0UKEVp1AlmpgmUd0ooZFZjQJUbWuyxt3RAFjH5fQrj5JdA3NgL2U87V5bEGwrSgIra6DpsiAFn1pOmIgf/ZKBFgtJB4h1O+qtzJWTdGQHZIZTyBebePoNUBAMH8TXc19wJU7YC0+O5YAa2GxZQts2ID3D3/ArEX5xBPQowf6Sy8hVFQgqWrYpcXygHBxsmtXVk+fDppmFO4KobSZiLh62jTuWLYM4a238C1YgPjjHyP06/fpxjptGu4ePYjIz+e2NWtYfPfdn/JgvzpIfj+jt2/nph07kDQNd3KyIb5axbe+UfhOnsQObDlxgpGPP86uXbvMAlcRERH4/X5zyv3Zs2dJTEykpKQEl8vFE088wcqVK5k6dSqVlZW89dZbgFH8atCgQQiCccJSWVlpZqNGRkbSu3dvlixZQl1dHeXl5Zw+fZoxY8bQtm1bUlJSUFXVzChauHAhqqqyePFic0xBxyrALbfcwokTJ5AkiZdeeol+/fqh6zoDBgzgb3/7Gw6Hg0cffZS4uDiWLl1qCqnTp09n165dZGdnU1hYyBNPPIGiKOzdu5cbb7yRmJgYnn32WRYvXszkyZNZtmwZjz/+OBs2bGDw4MEcPXqUmTNncuLECcaMGUNBQQGxsbFUVFQwfvx4zp07R2lpKQC1tbUsXLgQj8fDxo0bSUxMZPLkycTFxbFq1SouXLhAQkIEzzwj8dvfwvPPC8yaBbJ1hmBhYWHxtWZd7lsAYQJpbKcRrM97m4Qo41y2V30tguKlV6CQjhbbBQCxIh8ccWhR6QAUCm4aPDVE2g0DgREVIFLZeJ71eW9/rjiC09UnqGo0LsiO6XEXiuozi4QFIwmCDlaf0uTKNV2sqoYsBSMJbCiqHyWQWVuM22gb7DOgBwXbgeHmFZFMUVa3RV52wq+g+Ix8V1FC0FSEgJgW/D/fKQNuBmXc+pmfE4uvN+PERAASKwVDhAVE3Q8CeMWWJhy1Fdd2EFkKmd6vtnxnev0aeqA4liSKZgxBczFV13UEQSBobg0VTps7U1vLfg0bbyvi56UE18u1szlEVH8rQuolhGCbXcLvU03xVbKLZvar1prY20qBMItL80UU4bK4PNbPK4tvLroOf/sbfO97AE3iK8Df/w40zez4eNKky/cltl61NZTsAQNwR0YyfsMGo9jUL37B4OHDYfr0Kx+z3U7EggWogwfT59gx+uTkkPdpRdyvAG0vXuSuhQtpE5ha7p8yhYh//xvatfuSR2ZxTfF6kbKyAKho04acXbvCVktSMKfNOKHSdR2v13CjNDY2cuzYMc6fP8+qVavw+Xx861vfYt++fYwcOZL6+nrWrFnD6dOnOXHiBPfeey/Hjh0jJSWFYcOGERERwYoVKwBQVZWTJ0/i9/spLCzk7Nmz3H777WRnZ3P33Xezb98+7HY7uq4zefJkLl68aAqw7QOZzsHoAVmWOX/+PA0NDYFDbHKonjhxAoBu3boxf/58dF2noKAAMFy+drud7OxssrOzufnmm8nOziY2Npbf/OY39OrVi8bGRvr168ef/vQnRFFk1qxZJCYm8re//Y2UlBTmzZvHli1bqKioYP/+/dx3333k5eVx8803I0kSy5cvB6Bfv37U1NRw7NgxTp8+zenTp+nevTv9+q0lJmYS+fl23n0XHnzwi37BLSwsLCyuBRuPv4ctUKwqyh5jxgaA4V4NZq5mOlPQtYugNU2PFqoKmjry1iJ6a9FFge6BRSfsMfT06RyzQU+fjh7bkzx/BdvyF+Pz+4BPPzvrW8P/mz9tfIIbO0+kwVONXY5AxDgHCDpifcEp/q0QdOemE2GcvMuG8FqMO6xdcwdsULQFAvEEhkhbSAPdo9ogeAKuV12FwLa6HCjO5TO+97WYdkbxrbqz5MbGA6D4GxnZbeanfh4srg+yTm2C+Lbm41jBOCf0i/EA2HQPfsGJioSsX366fHPBVZZ0ZEnH4xNbiKBBQVUQhLC4gNBp3Zea4h0UPKWQ/NdQEVYUBNO16g0RNYP7DG7fXISVZTFsfejyy4m1n1S0SxAFU3Bt7oRV/U39CoH9P/jvQ7z32LBL9mdhYDlgrz6WAGvxzWPdOpg8OWxRSdeuZA0cSFG3bgw6fJjkCxcA0AWB3H79KApU3vu8FHbvTmG3bvTLyWHGihWk7NmD+vOfw29/e+Wd3HAD4nPPwa9/zdS1azneqxfa18yqdvuKFbSprMQfG4vtzTexzZ595eFFFtcPW7ciud2o7dqRceednN+5E2gqulVdbVQSVlU1bLkoikRHR7MmULTt2LFj9OnTh7KyMjRNY9GiRcTGxtK5c2dSU1NJSEigqKgIgMLCQn7/+98zbtw4nn/+eRYuXMg999zDkSNHWLlyJWCcfMTGxpKYmMiGDRvweDzceeedfPTRR5w6dYrdu3fz1FNPUVFRQWFhIR06dCAlJYW5c+eajtXly5fz0EMPceDAAYYMGYLNZsPr9dK3b19qamoYN24c27ZtIyEhgYqKCqZNm4bH4+HEiRO4XC5iY2NJSEgw828vXrxIRUWFWXhM0zQaGxtJS0tj586dDBw4kLVr15KTk8O+ffsYMGAAHo+Htm3b8pe//IW0tDSmT5+OLMusX7+evn37kpeXx4MPPsjWrVu59957qaioYNasAt5+uy+vvKLywAOS9bG0sLCw+Jqx8fh7OCQnsmTHLjvNIlMAUXbD2SQKIpquIVWVADIaCoJoCIthuaaBZaJi9KGJOr2ry0GU6ON3GE5Rdw19bTFgi2G3t+wzj/up8X9nR8FSop1GbEBolmuo+KqoPmTJjizaEEUjckAURBTVz3GqEQWRHlKc2T5dM4ToQlENbO/HLrde7CgUXXKA7DOycgUJXZTQHSHOMMluiLGSHaHhAnrAsTs0zapkaWHQreo0lclRra5TAxcYVCS8khNbQIj1ByIJNC0k67UZLm/AcR04SdN0vYWwKggCuq6jXiZT81LxAZcSYYP7sslGYSx/iMgbFEwvJ5qafYSItZqmIzqaxFbVryOIoGtGn5fsoxXxNlicS5QEM7bA4tNhOWCvPl8v1cbC4gtA/ctfCJ3kUZmYyNsPPGAKgNtHj766AxBFcjIzkQSBmUuXIv3ud9C/P8ybd8VdCN/9Lvz610S5XES6XDR8zf5QRgfcgbaFC1uI4RbfHLQ1axCBIykp1Dc00KtXL44fP05FRQUATqcTj8dDXV0dADZb8KRUY/z48TQ0NNC/f3/Ky8sZNmwYWVlZHD58GDCyVPv3709VVRU+n4++ffua6wRBoLi4GIfDgdvtZvfu3ZSWljJv3jwOHTrEgAEDOHnyJAcD+c4ZGRksWLCA6upq9u3bR3JyMlu2bEEQBLICDt6RI0eyf/9+BEHgN7/5DX369MHj8dCrVy/eeOMNAL797W8THx/P2rVrWblyJbIsM2XKFE6cOMHWrVtpaGhgzpw5JCcns3jxYqZMmUJFRQXPPfcc69evx+l0IssyU6dOJTU1lfXr1zNlyhR69uxJ+/btyc/P5+abbzZjDCoqKli/fr35nK1btw5BEDhx4gQ5OTncdtttOBwOOnXqxLZt2ygtLeXWW9uyeHFvcnIktm6FsWOvxTvBwsLCwuLzsvH4e00OT6lJqBRFCU31YBPt5rR8u+Skl5yAFmGc+xoFuQIu2Ii2CI0XjeWoprAIoIkgaBrIRmas6DYulGq2iBZjmdz/wU99DHa5qZ8MwXDSFuoNyJINj78RWQwcj67iU1XsOLHLTjNiQNM1cxsIuFuD49chQ49AwMYJ1WPEDgSKfUGTO1bTVERRolj0YYZiiRKoxvGaebmi0bfgrQdbJPhdlvhqARjCa2uIut8svhVEInyKvE33U0/roq2mCYTqm0HR1S6L+ENCM0IFWUkQzAzY4DJZEsJyX5uLppfKgQ3Fr7Yy3d8UbcPdq5e6H2wb6oSVbE3iqSnU2gJ5uQFnqySLYa7XYPEtxaO2KswC6IrGnL/uZfGTXz8XrBD4d7X3AZYD9lpgCbAW3ziEKVMg4JwDONWp05fivsweMIAh58+TunMn+gMPIHwKAVb/858RgHPt29PwWYp5fcl4HYHAh6+Zc9fii0VTVUQgobqaEy4Xihp+EurxNDle7HY75wIFu6Kionj11VcZOnQo0dHRrFy5kt27d3PDDTfw9NNPs2bNGm6++WYOHTrE3r17AaNQlyAI3HLLLaSkpJCSksLSpUvNKfhTp04lKSkJn8+HLMuUlJQwbdo0CgoKmDFjBoIgsHjxYiIjI+nQoQOjR4+mtLSU48eP4/P56N27N4AZKeB0Oqmvr6e+vqloR1ZWFn6/n2PHjqFpGp07d2bBAmNaaH5+PgA+nw9RFKmpqeG1114jIyODrVu3EhkZaUYITJw4kZMnT5KSksJrr70GGMW5Zs2aRfv27SkvL0dVVTNCobq6msTERLp27cratWsBiI+PRxRFcnNz2bFjBwAdO3YkPt7PpEkXWL68A6+84mfs2EsXQbGwsLCw+OoQOr0ewK/5TUEywhYu6Gi6RjFu0h3GOWSBUyZDb4OgesPboYCmoAeStqRAYRtB8RrFpjCcstSVQUwqQ+zt2IYHkU+O5mqNMzWFAHRJ6k2x4DYiBQI4A8cQFJEB0wHrtEUhihKK4kfTVewB0VVRfSDYETSF7tgAo8BlT80GGui2CCNeQJTIp7bpuDUVDRXdEYPuiDGEZlskeOsR/C5DlNZlBLcPPSIewVNPTlQkFK9iePqniBazuO5JuthIeXK8+diuNeIXIrDhxS3GIOoKDtU43/VKTjySExsqfrXpwockgF9tcsQ6bTpuH5dEFASkgBs0KKY2d8ia6XmaQPOPqygK+JVQd2tAAFUvn6caGisQdK9eiSO2xfil8P0HuZK+xEDkgCiD4lXRryCT1qIJywF79bHUD4tvHOKTT6KfO4fw4osAeJ2fPA3panHm5ptJ3bkTQdNQbTa0fv2w/fCHcPfdcKlx+f14//xnnMDWMWO+llP3TQE24Gy0+GYi/7//h/bPf5JWWorr1CmWeFrmu9lsNvx+Pz6fcaYZFRVFY2MjYMQJtG3b1lxWV1dHSUmJ2b6+vp7OnTtTVlaG2+0mMjKSmpoaKioq2LVrF126dCEpKYlevXrhcrnYsGEDhYWFFBYWMm7cODp16oTT6WTv3r2cOnWK8ePH06FDB1auXMnBgwc5efIkTz/9NGfOnOHIkSMkJyfTtWtX5s2bx4IFC5gwYQLLly/nkUce4ejRo/Ts2ZPY2Fjq6uoYMWIEubm5zJgxgwMHDpCQkEB5eTm33XYbkZGRLFq0iLq6OmJiYsjMzDSPGQxxNyEhIWxZZmYmBw8epK6ujoKCAo4fP05mZibV1dXY7XYWLFhA+/btmTJlCjNnzuS9996jR48erF+/nnHjxlFdXc2IESPYvXs3Y8ceY/nyDqxbJ9LYCFGtGzEsLCwsLL5CTOxzP+vz3gYM8TUUu+TEFxB5gkJmOhEUi4GMVN0ostVd0xHc1YaoGoLgSDAzUBElNFE2XbJaQLwR688gKgIQyxC5DfUlW4hJG3vF4//TxicAuCmQnZpOhFlAy+Nv+r6TRbsRORAowAXg8Tdil5vcsEE0VPL1BrSAB1CWbGQI0Qh+V6CBav4vS/awuAYwnpMMPQLdHongc4W5gdEMMVdorDBiGwLRCRYWxKSad6ud5ci6C6/Y9jIbGDhUD27JcFjLko7HHxBdRR1aKb51KdSQyABJFFBbcauKQpMLtnkUQWtCp6ZpZjtN07EFin6pmm5u21qma8viXuHC7JUKtIpfC4skkO0Sii+Qy3yJPiSbCPrX73dyCwTh6v/eFywH7LXCEmAtvpEIbZu+BDeNG/eljePckCEcuvFGBh08iKQoRkGiBx/E84Mf4HzqKfjxj1uqH+XlOF0udCC/Z88vY9ifG0uAtQCga1eEp56C3/+eDr/9LYP/6784rCioqkpkZCQulwtJkszcUzCKb02dOhVBEKivr6eqqorevXszYsQIXC4XH3zwAdXV1bz55ps88cQTJCcns2DBAu68807Wrl3LoUOH0DSNAQMG0LlzZ6qqqqiursbtduN2uxk0aBBOp5OkpCSysrLYs2dP05StgGO7oqKCrKwskpOTWbp0KdDkYB08eDDbt28H4He/+x09evSgqqqKTp068e677wIwb9484uPjAfjrX/9K+/btueOOO6isrGT16tUkJCTQp08f7r33XlasWEFtbS0HDhzgkUceITo6mlWrVjFt2jS2b9/Ok08+yZkzZ/B4PIwfP55Vq1Yxfvx4ioqKGD16NDU1Nabr1e/3s2PHDgRBoKioiFdeeYWhQ4eaBb6CkQv9+kHnziplZRKbN8O0aVf5fWBhYWFh8YXiCGScikJwmr1GZCD/1XSVairp2CkWDdGxu2qDZoXYBdGB7oglz6YjCjZ66gFzgN+NHpVsCJmaIY6KWtNUZ9FVCc5ItuUvRg1M8R/X855PHPfN3WeHOXmNwlh+MyrAOB7RyICVjGzXvkQaWbSK4d4VvPXookxRhIOePp0Cp4yiBPPTRYolN9gEuikigqYYDlggo86IP9IdsWZsgW5req4AM2rAOEjZcAcHMnObi7cW31xi0sdTX7wRofY0ibVQ1c5B+wtnqEg2PoMCKqrgxKG78QoROHQ3NXLSJfsL5sECBDVO4VOIclKg3SflwYYW7gp10IZlwDYTOyWxKTLgUoW1LrX8UuKrpupIcmD/iiH4Ns91DYqxzcXX5o9lR/gfta9rDMG1wnLAXn0sAdbiG4leWIgAVCUk4PsSHbBIEmtmzGDfkCHEV1fTtrycwQcOEFdXB7/6Fe7Fi4lYtw46d251c138bFO8vmxMAba29vINLa57hOeew/3GGyRWVzPl+ecZ+tBDvN6uHb169eLQoUNmDEHQCRvMUI2OjiY9PZ2jR48CkJeXx4ABA5g+fTqHDx+mW7dubNq0icTEREpLS/n4448BuPfeezlx4gSDBw8mLy+Pbdu2AUbO6/Tp09E0jb179xIdHU1FRQWjRo0iKyuLdu3a0b9/f3r37s2CBQsYO3YshYWFzJo1i1OnTlFXV4fH42HIkCEIgsDp00b+V2xsLKIohkURlJWVUVRUxJkzZ8yiYsEogmCEQY8ePTh27Bher5f333/feK4EAVEUKS4u5s9//jMZGRnk5ubidDr56KOP+Oijj5g1axa9evVCURROnTrF8ePHGTlyJKmpqRw8eJCpU6eyc+dOamtruXDhAh06dODIkSPk5uZSX19PZmYmdruN0aMbePfdONas0Zk27TpwD1hYWFh8wwh1ghpFqnxGcSpNbXKAAhm+wH1v0zmZAAiIaBFNP8Q1XeOIUokoSvRztDH6baxARgjkoYIe4rwVGi5wQ0SCkZEK7CpaDsDIgMO1OT3aDTH6DGSzoqkgGK5VAEWFXmKsEZMQzERQfeiOGIpxgwzd/AHxRbab97t7FEAGWwT43IAXZDsEogwExUthVBRaXCIZQjRiYwUExdxAxi2AHpGA4HOB5ADVawq+iA6QHAz0Q5bt8lO0Lb45CLVNObAJnrbAGdpcNIwnF9sZvz1tugeb7sEtxpCglFMtt8WhevBKTrPQVhCbpOP2X/p8zCYJKJpOc431cgbT4M9I7TKz9JsX4GruaP2shPYTer958azL7SsYNxDMfZWdEn6X8rnH9lVDCNyu9j7AcsBeCywB1uIbh/7mmwj/938AbPmKVJi50L49F9q350Tv3uy86SZ6HzvGlA8/JPr4cTz9++NcvRpuvtlo7HSiY/yhHHD4MEduuOHLHPpnwnLAWpjExxORnY32ve8hLl9O2zfe4DsJCayLjGTMmDFs3boVwHTBJiQkYLPZGDVqFJGRkZw7d47y8nL69etHeXk5KSkpCIJAaqox/WvTpk34fD7y8/NJT0+nffv2prB75swZRo8ezbFjx8jMzGT79u0cP34cl8tFaWkp3/rWt3A6nVRUVDB79mxWrlzJ0qVL6dOnD23btuXs2bNs27aNkydP8uCDD3L+/Hn27dtHYmIi6enpzJ07l/nz53PzzTezevVqvv3tb1NYWEhcXBwpKSlcuHCBO+64g40bN3L33Xdz9OhR4uPj8Xq93HDDDXTu3JlVq1aRmppKdXU1d955Jy6Xi/r6evOY27RpQ2lpqfl0njt3jvz8fI4fP46qqiQkJBAbG4vP5+PAgQMcOHCAqVOn8vjjj/PRRx/Rvn17vF4vKSkpOAKfyw4dOtC5cy4wkhUr/Pztb/avY9KJhYWFxTeKbfmLkSU7kiAhi3ZzuSzZTFep4HchuGuMFb4GsEeDIIWJr0F0uzEV+phNR9F8Zh+K6icHwy2aGRFv9OutB00Njy6QHIZgKUgBwTeSTI/KnkvkpNplp7mPDCECRIkMoinUGxAFid66SHMpJlf0IipNgku27gMbiLiMOAKbA5/iCYi4frr7McTXEAqjosxCXMeVanBI9JLbmOvFmjLjGH1NojWibJyLayqCpqKLgQJeupU3aWEQfcMDANQXbwxbrjXzzqghcoyIhkdyIqAR5dBo9IZLNaIASkgUQfNcVzBMsbIk4gtxnAqCgHIZlVUUDRG2ubgaWowrNKIg2K55Ia7WXK6tcamogmCRLYDgR0mWxTChFsDjbl1k1ZRWohOCy0QBrOsjn4jlgL36WAKsxTeLTZvQHnsMCdg6ejTZAwZ82SNqgS5J5PXrx+mOHblnwQI6nD+POnYs0ocfwq23QmIiPPUU/OlPzFixAuBrJ8JaAqxFGKmpiMuWwfLlaA8/TGJ1NdG7d3M+Pb1F05KSErp3786yZcvo0aMHDz/8MOvWrWP06NGIosiSJUsoLi7m6NGjzJw5k+985zssW7aMadOmsWnTJv7zn/9QUVHBmTNneOCBB0hMTOTcuXN069aNsrIyunfvzpEjR8jMzGT58uVcuHCBhoYGFixYQGSk8WO0Xbt25Obmkp+fT1VVFfHx8XzwwQdAUxRBZmYm69atQ1EU/vjHP9K1a1fKysrCimnNnDkTr9dLUlISv/rVr+jUqRNz5sxB13U++OADYmNj6dy5M4MHD2bPnj3s2rWL0tJSpk6dSlxcHEuWLOHWW2+luLiYZ599lpUrVzJ8+HCqqqrwer20bduWTp06maJzkOLiYgoKCjhz5gz79u2jZ8+ezJo1i7Nnz3L06FEqKyvp1escdrvGuXN2jh2DPn2u8nvAwsLCwuIzs/H4ewDEOIwcUlEIV3lkyU43RTSu3muKMZU+iK6iJXYztqs7Y67LjwwIonpQ/JDwKsasFFVRkQSJwqhYuvl1dNmBWH8BItsBHnMKfygDGlxoEQn01ST2FK9CUX2M6j7bXD++11xWZP0VAE9UezLt7QwRNiSzVVC9nBD9KJrLjFcATAFVFCQU1YeGGlgXnoVb4JRRAoXGRFk0YwyCBJ+3Qr3BXJYRa1zQFRsuGM+deOmfz7ERl55GbvHNJBhHACF5yboHu+7BJyYiBQrD+QWjAFcoohjMSTWEx0uJr6qmowt6mGDaHEEQWhVsg2h6uMjpN4tpiWEu2KaxhQualxNfQ9ddql1r4uul2skB56tZ8EsWUTwt1VVN0QleE9IVDT3gnL/zL3tY8v3hl97JV45r54G1HLBXH0uAtfjmcPw43mnTcGga2f36seVLzH69Euri4/nXww/zs5deQtI0fH/8I/ZbbwVA+OMf0f1+hL/9jRkrVuCOjPxa5cEGBVi9tvaqf51YfI2YORP92Wehupq0W25h6YkTYauTkpKora2lvLwcME4KV6xYwfHjx8nKyiI9PZ2MjAx8Ph99+vQhNzeX9u3bm20BkpOTzWiBzZs343K5KC4u5ve//z0PPPAAXbt2xe12M3ToUACKiorM/d9444106dIFp9OJpmlcvHiRCRMmUFZWxqRJkzh48CCSJFFbW8u4ceMQBMEUZtu0aUNycjK1IbEbbrebhoYG83g8Hg+bN29GURROnjwJgNfrpaCgAEVRKC4uBkCSJARBoKSkhH/84x8MGTKEnJwckpOTefXVV0lISODee+/F4XCwdOlSunTpQmNjI8899xwLFizgjjvu4MyZM6xbtw6Xy0XHjh1ZuXIldXV1tGnThr179zJr1izGjNFZvx7WrrUEWAsLC4uvKsHCW1GO2DDhVWxFBAUojG9r5J8CuiMGPURQ1OKNyKtQATKYvarpKjbRFuby9CkedJtRoEtNTKNIM4RSXY5E8LvQZeN8T4swhGHBa1x47xvVhmNyy/HNGPikKcIK3vowt2qBrKGofjNrNSi+ioJoFuXSdNU87uC4g+MM5seGPj/msQWct609Z4WCm+6KCJLduIXEN+iiZAqyeyUPNJ5r9Tm3+IYjSBDbGRrKqGoT7i5UBDtuMQaAWH8ddbam9f5PUXirOaJgxA+Eiq7NRdigrqo1E2b9ISJpUHwNLdTVmvv1UihhfbUeYRDMeIWWEQQQ7syVbSKKX2sh5AY/2sEYAsuM/tmwHLBXn69ngKSFxWfA+8QTONxuyjp1YsWMGVetmmAjjegtJkl9NhRZxmczsq9s5883rRAEhP/7P7R58xCAO5Yuxel2fyH7vBaECrAWFiaKAgGRcW9NTYvVlZWVKIpC//796dKlC0OHDkVVm654OxwOEhIScDgcDBo0iGHDhvH222+Tn5/PH//4R8BwnY4ZM4YOHTowePBg80S0Z8+e7N69m0WLFpGfn8+f//xn4uPj+a//+i8yMzOZMWMGx48fZ9WqVSxevJi9e/dyyy230KlTJ2pqalizZg0XLlxgzpw53HrrrWzfvp2dO3cycOBAXnjhBaqrq4mOjiY3N5cnnnjCdL9mZGQgCAJPP/00UVFRTJo0ia5duzJs2DDGjh1L3759ufvuu4mKimLq1KlkZGRw9913M2XKFNoGigmmpaWRmJhITeA5i4mJ4cCBA6xfv56ysjK2b9+Oy+Vi06ZNuN1uXnrpJQ4fPsyDDz7ITTfdRLdu3RgxYoRZZGzkyJEUFxfTps1+AFasuP7ytCwsLCyuJ6IcsWGxA6FCYlCEDIqhAEWyRp5D4hgu8vUG8vUGjmt1HFeqOa5Uo2kqPsWDEpLpqmlqmPgazGY1xdqQfeoRcYCRr0owizZkveBz4VNaP2+dMfBJ/JqfE3YB3RZJgaxRIGvhxbk0FUVrWfQqeKyyaDdF41AhtrWIgNaKZ2maGnYrsoX8ZhBlEGUzfkBQjDzYoY5UhjpSWz0mi282uXo9WoMRZaEjmjePEIWCLaytqouoAaemJDTdwHDEBl2xkii06njVdb2F6BoUXi/ngA2iabpZgKu581UUmoRQm9TMZS+3lJWCgmvwvtlPSFRJ6PLWxNfWaM1FK9kDn/FA5IBwOZXra6bOBl/Dq30DwwHbp08f/vrXv37JR339YjlgLb4xqAcOAPDxpEmoNtsntP70ePGygAWUUEJ3unMzN9OZ1otnXTGCwMXkZDqeOQNZWbBuHUyaZK4Tf/pTePddHD4fdyxdyvvz5n3u47gWeAOFz7SaGusqkEUTlZVImoYORGRkmGJscw4dOkRjYyPz58/nu9/9LsXFxURGRtKhQwf++c9/0tjYyMqVK4mPjyc+Ph6Xy2Vmwi5atIjCwkK2bt3KgAEDmDNnDufPn+fMmTMMHTrUjAdo27YtWVlZHDlyhIKCAvx+v5lDC0ZxraNHj+J2uzl+/DhgFPIKFtMKRhH06NGDEydO0NDQwGuvvUa7du3Izs5GlmW2bt3Kli1bmDBhAqdOnSI1NZXf/OY3JCUlceeddyLLMosWLWLTpk2MHTuWgQMHIggC27dv5+TJk9x9993ous6mTZsYOXIkXq+XH/3oR3zwwQfceuutbNq0iSlTpnD8+HFmz55NaWkpe/bsAQy37fLly/H7/ezcuZM+ffowe/ZsNm7ciM1mo2vXrgwceJD582HPHonaWoiLuxovuoWFhYXFZ2XziQXEOA13qSE0hjg8BYl0IowHmkqh0AASKIofj7/RbCtL9jA3qaZrpvCq6SpexYOi+nDIESF9i2iaihgQYQoFN4riRwnksR7T68kMCq66UfRLj0xCj25nPPbUg2S4dyf2ub/VY6v31kBk0xePKEpoqoYs2tGEEDG2mZiiaSqaoIZFFATHHNpe0wy3rChKKGrg+127tHNYF+WmwlutIDRcQI9qc8n1Ft9sjkUl0LuxmqSKGirbxIetUwUJSQ+fQh+a/xp0wgajCC5Fc4E16IL9JEQhGHHw+YRJWRZNcTRMWP2Ci3Y5I2R83tALMsZyXQMhIO4211gFUYArzKj9JmM5YK8+lvZh8Y0heGVn2J49ly/3+BlZzGJKKAGggAL+xb/Yz/7P16kg8K9HHuFo//4IgG/2bAipph46L7h7YSGOQMX4LxM/fny0dBMAoOvE1dTQtcR4nvwVFddwZBZfeQJT8f1xcRRcQnwFmDhxIgMHDuS2225j5cqV5OTkkJWVxYoVK5g6dSrTpk0jLS2Njh070qZNG55++mmio6MBGD68KfPJ5/OxfPlyzp49y8aNG1mwYAFDhw7l4YcfJjU1ldmzZ+P1Gj+2gs7Trl278swzz+ByuRgxYgR9+vShf//+zJgxg5SUFO69917S0tIYMWIEaWlpTJs2jTlz5hAfH09ERASpqakMGDDAFIQBoqKiUFWVukAmsqZp5ObmcuDAAcrLy6mtreXYsWPMnz+fY8eOsWXLFkpKSvj444/ZunUrx44d48033yQ1NZWSkhLi4uL49a9/TUVFBZ06daJt27a89NJL7Nu3j6eeeoru3btz7733MmbMGDNiQVEUVq1aBcDKlSvZvHkzTz11GxkZKooisGHDF/g6W1hYWFh8Ybj9jQABx2eTuBjq7CwUmtymrTlHQ8Xb4P+K6kNR/Wa+qldxo+pNxaZkyW6KlUEB0xQygfy4RATFZxbiMhEkECUGquH5q6GM63kPHn8jO2vzyBCizeVG1IAvJPNVNG+yaEMUJOwBobh5m1BkyWYIugFXrSzZmgTaEGFWFCV8qgeXrw5BU1DVOtAUsyCXrvnRgy5hUUYPzda1sGiG6GhLXZKMLtjRBTsO3U29nAgYIqwqhIv/flUIiyGwy01CpjdETFS1y+e/QusuyiCarofFEHxSX0FskogoCE0C7hWKr8Fll3K/CmLrDtagczY0LxZAUzS0wL51TTfdsKHoarjAfeefd136wL7BWA7Yq4/lgLX4xqClpUF2Nv1zcsjt25cTvXt/of17aCl+SrR+Ff3ToIsiRwYOJDM7G3tjI75Jk7Bv3w5SYKrFb3+L+OMfA/CT3/yGpbNnk9O//+fe7+VQUKinnrrAv1pqqaaagxw028jITGYygxkMQFR9Pd965x3aXbxotrFlZl7VcVp8zQg406X6emLq6qhv5Qpsv379TJeqy2X8ACoJCPrdunUjJyeH2NhY9u7dC8B9991HQ0MDFRUVpKSkkJOTw09+8hO2bt1K3759SUxM5J133gGgvLycgwcP0rFjR3bs2EFeXh6TJk3i7rvvZtmyZezevZshQ4bg8/kYOHAgr7zyCgAPPvggkZGR5OTk8Oqrr9K1a1dmzJhBRUUFq1evJjY2lt69e5v91NfXs2fPHr7zne/gdrvJyspi2LBhHD16lB//+McsWbKEwYMHU1BQwMiRI0lISMDv9zNs2DCWLVvG9OnTycvL46677qKuro78/Hx8Ph8OhwNd13EH4kiqqqo4fvw4nsCFGVVVOXr0KB6Ph/Xr11NZWclTTz3Fhx9+yF133UVVVRW7dhknpElJSSxdupRu3W6gsLA3q1frzJ5tJTZbWFhYfBXxKR6ctigAPP5G7HIEoiBSqDeYTlBNV02BNBgfAE1CpaJhtjOWa/gDYm1orqpNtJn3fQF3bKiYCSCLNjL0CPSIeFB9huvVW4/uiAHVhy47ENzVDI9of9njGhXVDRQvGWIExaIPRfcji3YUzYcstj6bTdMvX+o8eOzB8QajFeyys9XtI+3GuUihHTo31KDiC0wDV5B9oMd0QAeKHDLpmlVm3aIlfZVwycWuVeGWOlAjJSMHBHyXHI1PtJvuuMvlv6qajiwKNNMUWy20FXwsApq5fUgua7P2alhUQHgBruZtP4mgwBrqXm0eRXA5d2zo9kF8XhVRFMxtFV/Tk6CH9CU7JTRFM8VhiyvDcsBefSwB1uIbQ9SOHeYc2gkbNnChfXtqEhK+sP7v4R42s5kyyogmmtGMJo20L6TvU506mfftu3fDhQuQkgKA+OyzRjGrl14CYNT27Z9LgJX8fmLr6mhwyuyPKjFF1mqqKaLokzsIoKCwhz2mADv4wAFTfPX27Yt93DjkX/3qM4/T4jqkZ0+0wYORDhyg1/Hj7A8UwurUqROnTp0CjGJWgiCQmprK9OnTKSwspFOnTpw/f56pU6cSFRXFtm3bALDb7VRVVVFWVmYKsI2Njaxduxa73c4bb7xBly5dGD16NLIsc+7cOQYPHkxWVhbQJGDm5eVx+vRpPB4PJ06coLq6OuyEtLS0FJ/PR0VFBbW1tVRWVraIIqirqyMvL4/GxkbeeecdZFlm1/9n78zjoyrv/f8+y2yZ7AkQQtiSsIdddovIpgKyiOBWrbZqvbW9drm1v9pb761tb9X23mv32mrrbauCiCCoiIAgsu9BCAkhOyEEsk8y61l+f5w5JzOTsLjgOh9eeTFzlucscyZ5zvt8ns931y5kWebIkSMcOXKEKVOmUFhYSFZWFk899RR2u53bbrsNu93OmjVreOutt5g/fz5jx47FbrezZcsWzp8/z9e+9jVcLhdr1qxhwYIFHDlyhIcffpg333yTzMxMkpKSGDJkCH379mXdunXU1NRQU1PD2LFjqaqqIiEhgTfffJPm5maSkpIYM2YMX/rSl5AkiaNH97Fx4zDeeEND16UrFZ0dV1xxxRXXB9C1Q25l+8lVFlQ0c1UVLYhdckYNwfdHOGWhK2hU1CCyZA+3Yzy4c9ncUWA1dni+UdxKjHC+GvhokCIi6F7wNQEgiDZ0TTEKf5lFvyQHZQ4Zat5mTN+ZXY7thoKvAeAp34KgQZ4mUiKIxj5GRJOb8Ndy/0ZkvkbOB6zjizz2yAiDXFycot06NqfNTS4uipVmhpGAqunYggIBp4Ddr3Eyw+iLj+s3hzFdjiCuuAwlDb6B9uOrLzjfKxsub7sWJBjOck5JUGn1dl7HQaVrB6w7uHgx96oIhDTNGgh6uZEDkeDVhKGB0IUfNlhOVSU2HuQi+yYJUS5YVel87fdF1yKIBa+XJUHkszr4WwCEK1y22mx9woQJSJLEgw8+yIMPPnhFt/lFVRzAxvXFUXIyvPgiype/TGZjIw/+7nfsmzSJbddcQ8jhuPT6l1AiidzIjR/BjnZVyG7nt9/6Ft/67W8B0EeORNi3D/LyjIJcP/856okTSGvW4ElKunBDuk6C10tKa2v0T0sLfWtqSGpvj1p8wW3w9pBL71/PhJ6c857rMv1arrVeuyLiERzf/z76kSPoP/whtLWhtbQgPfooTJp06Y3F9bmW0K8fHDiApHR2tkz4CrBt2zbGjBmDqqqWA/Wb3/wmw4YNY/PmzWRmZhIMBvn3f/93nn/+eUaPHs3atWtZtmwZJSUlLF26FJ/Px3PPPQcYrtDTp08zatQodu3aRV5eHqWlpXznO99hw4YNTJ48mUAggNfrZdasWWzatIlZs2axevVq7r//fo4dO0ZGRgY9e/akvr6e2267jc2bN3PLLbdQWFhIeno6Xq+X8ePH07dvX1599VX69OmDz+fjuuuuo6WlhSNHjqCqKtnZ2bhcLpqajBtWWZY5c+aMBXcBysvLKS0tRdM0Tp06BRgOBVEUaWpq4re//S0FBQUcPXqUAQMGsGHDBnw+HwMHDuT48eNMmDCB8ePH097ezqBBg9i7d68FnEeGH9ykpqayfft2mpub+da35vOb32icOydx5AiMHXslP/244oorrrjer6YPXsamor8bsDQME0WMOALTnRoZDQAGhJVFG5quWdA2Eq6aQNfMW40EmmZhqygwa+bJyk5AQXckIvibrPm62XbIi2BLMPJUAx5IMpxWW4qfZ9bQO7o9vhIxxBDdWH+wkEg5QeyyMyJiQEKUJAsa2yXDyapoIcvVihidiVsu+BAlw+3rD3SQGM7R3dlaZJ2X60bcDRg5u2kJPSlDIx83usuOHdDdsgW144rrUjqZlEwP+bz1XtIDpKrnaJF6Ri1nQlh/KML12Q181XTeN5ILRZgHuoOvsfA2tgjXlZYJYSPh64Uk26UuELYz/1VHDc/ThW4KlYV/dy399U5WPzTtw+7250pxB+yVVxzAxvXF0q23Io8YQeDBB3G8+y5Td+3C5fWybvHiT3rPLqmmjAxK8/MZdOoUQlMTgdGjcRw4AEOHAiBddx2sWUPPc+cYUlxM/8pKpuzZQ+GoUWQ2NNDnzJn3vc1xdfD6JQDs7cNv5283/Y0ndjzBo9seBeBrfI1e9MLoohqqyclhUnhYOHffHdVpkIDAnj04zp2zohXi+gLqvfdQX30VGTibZQxLTE5OtrJR7XY7iYmJTJ06lbfeestabd++fbS0tFhu0+HDh7Np0yYqKip44oknuPbaa0lPNzK23n33XWpra1m8eDFlZWUMGzYMTdPYvHkzFRUV/OUvf2HixIkcP36c7Oxs/vjHPwKwaNEimpqaSExM5Oc//zn5+fk0NzeTlZXF6tWrrWV8Ph+ZmZn89Kc/JScnh+XLl6PrOqtXryYlJYUBAwYwbtw4tm7dSlFRESdOnOD+++9HkiTeeustrrnmGpqamvjhD3/ImjVryM/Pp6qqimnTptG7d2/q6+u59tprefXVV7nxxht57733WLp0Kbqu8/zzz9Pa2orb7SYzMxOfz2cNPWtpacFut3Pu3DmSk5M5ceIE1dXV2Gw2vvGNb/DOO+9w7bXXsn37drZt24amaUycOBFZVpk9W2D9enjjjTiAjSuuuOL6NMosZLWl+HkDlqpheKpriEjIki06diBmqLyma0YBqog+WGdhrugCXZca4g8ges6DqII9EV3pQFSMKAPdngCaihDe/qCGWnTZTpvDzvaTq5g+eFmXtjyBFsoSeqLpKvmCg1zNTrkYtPYtFxfl+KKOL19IBEE1xlyLEghQjo9yfFFtN3vPoaghfKEO5gy/izF96SKbaCOo+Bmmylb+q25PANlhwd7tJ1eh6ipXCSmUOmXydRfFWhsTB8675LmK6/Ovf+z5CSOyp3Je6UEP+TxBMR0dkWbZ6Ou6VC8+qTM/2BswHmjYJJ2OQFfX5oWMpLHxA5F6v/A1UqIgRLlgNU3HJomEItqJdbd253btLnIg0vXand5PAS9RFtAUHUEUkOySBWEBZJdMyKtZ8DWuuD4pxQFsXF88jRyJ4513QDT+oHkTPjuB+S/dcgu5ZWVc8847ZNfVEXjoIRwbNxozr7sOgGSPh1vDw58BRh89+r62Ud+zJ3W9e3M2PZGyyencThJ72WvFD5T/azn9UvohxQxDG5LZSWrbaacv0b3Y4yNHcr5nT657801yw5mdJYMHMyQMzRxNTaAocQD7RdXx4wSXLMGuqpwcNIjKgUZ8R1tbGw6Hg0AgQDAYpKmpiT/84Q8sWbKEpUuX8tprrzF79mzWrl3LvHnzOHXqFIsWLeLs2bNWDqwoihw4cACA3bt306dPHw4dOsSpU6fYsWMHeXl5UU97+/TpQ1JSEo2NjdY0TdPw+/1W7qymaYRCIdSIAC6v14vX67WAcVtbG9u2bSMUClFdXQ1AIBCgpKQERVEoDxca27JlC5IkcfLkSU6ePMnYsWPZvXs3aWlpFgC+5ZZbcDgcHDt2jHfffZeZM2dSUFBASkqK5XK95pprGDBgAC+++CITJkzg0KFDXHfddSQmJlJbW8u0adM4ceIEr7zyCgBZWVlMnDgRp9NJIBCwjnfJkiUUFhZSUFDA4cOHychIBSazZk2AH/3ow48WiCuuuOKK68po1tA72Fpi9AH9oQ4rFzZSRmyAZBXj0mLLhYdlZMYG0XQNZ4S7FiCyeBVAgb0XAGrATz1tCEGPVURHv8CoX122G0W6lCBj3dnsC57t1gmrqEGCih9ZslGOj1zRRa5mR9AU0FUQAiBDY3sdABmJvQEsSHsxZbh7dxt/ECm77GJ4QAVUo9CWjAFilQBDFdDcmRzBY2Tj6jDIr6A76FL4K64vpl498nuSnZlWMblzok6HmAFAgtqKV0qJWj4o2klwaBaEvRzZJJFAGJBKohAFU1XdzF69eBuXcruaEDakXBi6iqJAMAJ6mlEEmqZHLWsW0RIloUv0QOSvI3Md2SZ2KbwFhgtWVTQr+1W7hHNWskso/s8igBV4/37nD7KNeATBx6E4gI3riylBoGPwYNwnT3K2d+9Pem8uW4rNxsmhQ2nMyOCbv/898ubNcPYsaBrKz352yS+03+Ggpm9ffC4XjkCApowMSoYMweX1cq5XL5oyMqKWHxz+v556C8C+VfYWX7/q69Yy3pCXI2eP8MTOJ6xpCXQPtc/16sULd9zB7M2bUUWRzXPmkFtWxp3//KexwHPPwde/3u26cX0OVVWF7847sR89itTaih3wJCby6qJFRIaNBgIBAAYPHszJkydxu9289957VFdXc/z4cTweDzNmzGDgwIG0trZSXFzM4cOH+cY3vsGpU6dITk6mR48eFBcXM2nSJAYOHEh2djZFRUUATJ06ldTUVDRNY/bs2axevZqlS5eya9cuHnzwQWpqamhoaGD48OGUlJTwox/9iJdffplevXqxf/9+br31VmRZpqioiBkzZlgRBmvXrmXGjBmcPn0aWZZJT0/H5XIxbtw41q1bx5w5c6isrOSWW26xCoWdP3+e/Px8UlNTKS4uBiAhIYGOjg6am5tpbm4GoLGxkfXr1+Pz+SgrM76buq6zb98+Kisr+d3vfkefPn3w+/04HA62bdtGQ0MDoVCIe++9lx07dnD99ddTU1PD2rVrKS8vp7y8nFGjRjF48GBOnDhBz549EUWRsrKDPPccHD5sp7ERYn5NxBVXXHHF9SmSogYhnHWqaEEULWiBWHOYvglfFTWEGuFojS2oZUJXRQt2yVUFw4E6XEozwCguBF8TsbeXgqajo4PdAFDoKoISQJcdQBBdNvZ1oj2LfcGzXY7H7Ug23LeaakQ4CoAoUSYGAYFcTQaCUYDYLD4Wq9h8WOCCztvIdY7ZoaDDGz4e1dj38HkWfC0kOlONhf1GfFK5GETGzq6ytUzNW3zBtuP6fOtA5Zv0Sc0DYGvjIcb2zEAgCT0Czmth8GVmv0YqpArYZT0qgkDVdMuNKoT/VzWd7kL61QjXqiwJKJEZq1ZRrAs9gOlcNqR0XeZy82ONbXQPRk3wakYOmMBWFIUu+bGyTYxax2xTv0Dbghh9Poz1BAQxbvS5mOIRBFdecQAb1xdWCfPmwcmTjDl8mOMjRqCLn50n1Y09enC2Vy+y6ushDJDNL3P5wIFUDhxIc2oqnqQkPElJtCUno9i7/mG/XE1iElvYAsADrz/Ai0dfpLa1lkZvIy1Ki9GxDms0o+lP/wu2pcoyG6+/3npfnp9PwG7HEQyivfQSYhzAfjG0ezf+G27A1dpqTSoeOpQN11+PNzGxy+I9evRA0zScTicLFiygpqbGAqjV1dXs2bOHPXv2UFdXh8fjIScnhyNHjpCQkMDLL7+MzWZjxIgRTJkyhTVr1pCWlsaSJUsYPHgwK1eupKysjEWLFnHmzBnS09P57//+bzIyMjhy5Ai6rrNr1y527drF2LFj2bp1K263m6effhqAlJQUJEni0KFDHDp0iKuvvpqamhry8/P5n//5H2RZ5qtf/SoOh4PVq1ezb98+xo0bx6RJk0hISGDr1q3U1dVx8803k5CQwJo1a5gxYwZnz57lkUce4bXXXiMrK4uqqiquueYaevfuTXV1NTNnzmT16tUsW7aM/fv3c/PNN+P3+1mzZg1er5errrqKpKQky2l77NgxRo0aRWtrKzk5OVRXV9PY2IgsywwaNIi8vDzOnj3LypUrKS8vp6ioiAkTJnDXXdfyxz+qHD8u8dZbcNttH8P1EVdcccUV1weSKBrZpm57MrJoOFRNoCoKkpVbqsZECZjvtQiwYk6TsRlgl2j4apednMLH4BYj71VXVEBGR0OXnWAW3Aq2Gz/2RISgF0TJgLAOo26B6Kk3/ndKbC1ZgaIGcdnc2GWX4b7VVERRQhQkC/aaOqm3I2OnV3K/qFzYWMXCV01X8QbaunWq7ilfbxXhEgWJ4V6fFZsQKSHgQQAGhxwgSKCr6I4k8juMc3zU1mWVuD7n2n5ylfU6wd5Zl2OWvQ/1og2PlG1N6xAvH3RFulplUUCJAY+SKKKGYaogCF3iCEygaoJT0ykrimK3EDYSmsa6ai8GX2NjBmJBapfjinCtalo0XP0odKGIg89UDqzQLV//yLcBcQfsx6E4gI3rCyvhX/4F5be/Ja+8nBs2bOCN+fM/6V26bDXTzE8mnOOPr3VOa01OZs2SJVSFh25/lDrO8aj379S8E/U+kUR605thDGPMRerApjQ3E3Q48MXEPuycNo2ZW7fia2ig62C5uD43KiqC0lIj6/UnP8GpKJzNymLdwoU0p6Xhdxk3VN11BjMyMixH6MaNG7npppsYPXo0u3fvRlEUJkyYQHZ2NitWrCAvL4/evXszcOBASkpKAKyogDfeeIOKigoqKipob2/n6NGjnD1rOG4qKyvJyclBCsdguFwuRo0ahaZpFBYW0tHRQZ8+fejXrx8V4RgNt9vNwIED0TQNWZZRFAWbzYaiKPh84WrUikJRURHBYJAz4SzmU6dOUV5eHlVMa8sW4yGH6UYdMWIEb7/9Ng6Hg2eeeQYw4gEADhw4wK5du5g9ezZ9+/ZFVVVeffVVOjo6WLBgAQ6Hg/Xr1zN16lTOnj3Lt771LTZs2MDs2bM5fvw4mzdvBmDMmDEsX76cgwcPkpKSwtmzZ0mMAOA+nw+v18uCBUkcPw5vvKFz221XuhcYV1xxxRXXh5FRkEtF0bAgrClZsnUpymXKBK5SBKiUhE5HLHQW8FK0kOWoPeY2+nXDWj2djSl+iISwYEBYRNBUdDQItIIjBd2WAGoARTVGvKS4MqMyXWWp00RgwlcTCJuvI5eJlT/UYRTrElRkyU4uLo4GOmsjtFXt4EigDlVXcdncjBCSwJbECbwMIwHdJiAoxr7pWgiCIePYwjLnaa400FTQVIoTnNiJE9gvkrYUP48t7GQdIgVIbPajiQYAPN8zmXYxC0HXCIrG90XSVVRBwmNLuWCbF5IsCpgpWJquW/3mSFAandsaXk8SLwpQ328+bNS6YdhqOlhjQWp3MQKxuhR8FSUhqp3YGAKrHaUz5sD8X9QFlHgG7EUVd8BeecUBbFxfXA0ejLxkCbz8MhP27+fN669H+4zkj/6RPxIcr3O0J2S1wxCGkpi3hJDjyuQzJpNMEkl48JBAAnbsXMM1ZJFFEkkk0tWxGKu0xkb+5Y9/RBcEts2Ywe6pU0EQkBSFXvWG80GyxTuqn1v99a/wta9ZbyXgxNChrLnpJkIR7mwz7zVWxcXFLF++nMOHDzNu3Dg2bNhAXV0dM2fOJDs7m7Vr1+J0OpkxYwZ5eXk8//zzZGdnU15ezve//33WrFkDGDEGycnJeL1eJk6cSI8ePVi5ciW33HIL7777LiNGjOD48eM88sgjHDx4kBMnTtDW1saiRYvo378/K1euJD09neLiYn74wx9y7NgxKioqEASBOXPmMGzYMNasWcNNN91EYWEhDz30EG+//TZDhgwhEAjg8/kYOnQoZ86cYdasWbz22mvMnz+foqIibr75ZgKBAC+//DJtbW2MGDGCnj17cuzYMcBw2oqiSHt7O8GgcePZ2trKtm3baG5utqCwWaDMzJSdNm0a1dXV1NTU8Mwzz5CRkcH1119PSUkJWVlZvPjii5SVlSGKIqNGjWLKlCnk5+cDkJOTw44dO0hISAJm8MYbGqoqxaOa44orrrg+pZo19A42Ff0dgCRnmjU9soCWLNlQlQuDCFVXkQQJSZCs+ILY4lsmhDVfi6JEaaoDqsOFrmSnAWFd6caPpiKEjGH8iqgAAqLWNdkwI7F3lyJhJmyNhayartERbEPTVVKcGQyWUjilt3dxu44ggeO6F1EQyfMFgAAJzmSCip/hknGOxoVEEGwGDDbXa2sBWqKmmdIdyWhhB2+R2kyBL2gdH4LEYOHSfeO4Pvs6UvM2+Z42dFcqkwMC7YmdfdimXhJBMQUNA9bLhPCI6dZ8s/CWgIaO4cRWVMGKHIgswtXFharp1nfnYsW3upMsiQRCkVmtncaH7gpldaeLFd2KBLGXakuShSgX7AeRCV9FOZw5q+iIsmhBWGMZ0HWsCILPVjEuMfxzpbcRd8B+HIoD2Li+2LrjDnj5ZQBmbd7M5jlzPhNRBDnkUC6Uc7ifiyEMYSSLCF3BcO488vge3/tQbeSWl2NTjGysuZs2MXfTJt4rKCDn9GnSWloAsE2d+mF3Na5Po5qbCX3jG9iAlpQUWlJTKR00iF1TpyLKMmga6enpNDU1kZmZicfjsQpZAWRnZyNJEps2baK5uRlBEEhLS6Ouro7ExESqq6utbNSDBw9y8OBBKioqePbZZxk1ahSFhYVkZWXR3t7O7t27Wb58Obqu88orr6AoCjNmzMBut5OYmMiTTz5JQUEBO3bswOPxcPjwYQDa29s5cOAALS0t/P3vfyc9PZ3Vq1cjiqLlzB0/fjzNzc10dHTw3//93wwfPpxTp07Rp08fnn32WQDuvPNOXC4Xe/fu5bHHHmP69OmMGzeOlJQU3njjDdra2pg/fz5JSUm89NJLXH311dTV1fGjH/2IN954g+TkZMrKyrj++utJS0ujsrKS2bNn89JLL3HXXXfx7rvvsmzZMs6ePUtbWxsdHR1kZWUhiiKBQIBAIMCcOXMYPHgwp0+fZsKECWiaZuXIAuzbt4/29nacTieSJJGWlkbfvpU4HH6ampzs3w+TJ39M105cccUVV1zvW5quIQoiQcVPED/2CLemKZsZT6BrUXEEmq5aLr7I9UzIKgpGxMEg1YYedu6dVFvJFxLR2uupRUAXBXQtgIiI5khCCHg4mehmSLMBKMUII9xOvYVeyf0IKn6m+Bzo4RxV3eHilOCLOibT/XpKb0cUJRQlhMvmpiPYFhWNkBdQAAXBZ/QNBE1lJKCLkhUlMMRnvIcwNBVlUAMIHZ0ATRclCMNXzWWAWguydqNitxtRlBjsNZzBJ/V2rrrg0nF91uWp2EZeGFwFgzXgBFkBxQSB2Cz4akpCRSX6KXZIfX9PtWPjB6LaD4Najc5YgtiEgUj4akoURZSwpTayeFas+1XTdURR6JLTasLW2MgBc7qm6V0KbkUucyFF7ospu0NCCXU6bGW7cf6UYMxDIqeM7uu+GF8kiP1MxBB8TIo7YK+84gA2ri+2Fi9G/8//RPjP/2Tq7t1kNjSweulSgs6uHdVPk27jNhQUXBEZWJ92dfendWTY2edPS8P55JNI99zz8e5UXB+P3nkHWyCAz+nk1w89BKKILMugKCQlJdHa2kpTk5EfV1tb22X1M2fOkJOTQ//+/WlubqalpYUZM2bgdDrp2bMnx48f5/bbb6ewsJC5c+fi8/kIBoM0NjYyePBgXC4XhYWFiKJIKBTi4MGDhEKhqOiBs2fPWvtgulQDgQAejwebzcbEiRPp378/69atY9iwYXg8HhYvXsz58+epr69HURTGjRuH0+nk/PnznDt3jsTERJKTky04DFBXV0cwGKS6uhqAs2fPsmrVKhRFsaIIzHgAMyph8ODBbNiwAYC//e1vACxYsIBAIMDu3bvZvXs3N9xwA2lpaYwcOZKXX36ZYDDIV77yFXw+H6+99hqjR49m6tSpzJw5k+3bt3P8+HGKi4vxer0UFBTw6KOP8vzzzwMwcOBAXnnlFet13759SUxMZOzYc+zZ048NG+IANq644orr06zrRtzNluLno6ZFDtkXYwrRSILUJRMWDBgb6SbVVA27LDHIHwacIR/IdoZgg2ALYGTAApSk9Ay34QWHxFAhETU90ch7DRkPWUVNYBpJHPI14rS50Z1JiK1GNICuBMhP6hV2tGrYZSdCyItuS2CQaqNM1hhuy0TsaACSob0D6CC/m+MwFZvjGvk+CguZsQndZMmaBc50RxJCODIhqPgpdnfmfZ5McDKu39Vx+Po5ly7KKN4KI6NTAz3s4VEcAqoooYgJiPgtCBsSHFbRLQA1fH05CeLXO93dkYzS5I6XGwNgrB+9rOkt0jQDoNpkY0JkcS1N0xDDQaNmdEEkGO0CYjW9Cxy9EEi9lAs2MoZZROi2vVg3rWwTCQZigKtd6gJhba5o3CU7ZJRA+CHPZ8QFK3wMGbBm+3EH7JVXHMDG9YWX8B//AUOHEvrylxlcWspX//pX/nHnnXQkJV165SssP34aaSSLLKSIp6W28L/PixxA4E9/wjF0KFx99Se9O3F9lOroIHTffdiAM3I2u/dOYezYwzidnUPoYxVZPODqq6+mqKgIu91OdXU1w4cPZ9SoUbz99tucO3eOQ4cOMXPmTOx2O3l5efz5z3+mV69e3HzzzSiKwptvvsnYsWMJhUI4HA7S0tKYMWMGBw8eZPr06QD06tWL/v37U1tbyyOPPMK2bdsoLi6mpqaGJUuW4HA4eOmllzh+/DhpaWlMnz6dXbt2sX37dqqqqrjnnnvw+XxW1EBWVha33norL774IpMnT2b//v184xvfoLCwkPT0dFwuFw0NDUycOJEjR46wcOFCXnvtNRYtWkRhYSFLliwhFArxyiuvIEkSY8eOpU+fPpYbNyMjg8TExKiohqamJnbt2kVTU5PlZjVjF8xM2by8PF566SXAiCcA8Pv9nD59Gl3XaWxsJCkpiZMnT/Jv//Zv7N6923LBnjhxgnvvXc6ePfDaayo/+Uk8gyCuuOKK69MsM4rAIRsP683h+yZQFSXDyUqEYS2kGX+bzQgCAFm0h9cxh0gHwWa0KbTXI3QEjTxXCLeVSkVaH6AzZzao+CgPu2nzXKkWuCS8vbFiCmJbQ5djEDsaGAzosgNUxZqmizL5vgCo50FyQCx01ZRui2aB6Xo1NxBzK6wpXVfQVKtomHFyjP8Fe4IFaKcPXsbG489x3Yi7u91mXJ8/HareBALkJww0ICzgd0ePorRpHgJiD9ok42GEP5z9KushPHJ07qso6miaCTQFIpllLPwUBSE631U3htfHSusGxEZ+LWyyaEHYCxXjEkUhCtTGbtvUxYptRcJTM5M1aj8jiLMgGi7eWOlaNJDVNB27Q+oewhIxrZuvtNHeZwO+ftyKO2CvvOIANq64AG65BdvAgfivv55e585x0yuv8I877+x8ZPgJqIgiXsKAJcMZznKWf2L78lHoTO/e6HTvhBWam3EcPIj+/PMIcQD7uZMZ6zGnfRMVG3M5ezaLJUteteanpaXR3NyM0+nE7/ej6zo2m42BAwdSXV2N2+0mOTmZ8vJympqa6NevHwMGDODcuXMAJCcnc/r0afbv309HRwft7e2sW7cOMEBjcXExU6ZMwefzkZqayuOPP07fvn1ZuHAhNpuNVatWsXnzZsaPH8/evXtpbW3l+HGj8Nzrr7+OrutUVlZSVlZG3759LZeuCTFfe+01631JSQnDhw+31vvNb35D3759KS0tJTEx0QKgy5cb3+e2tjYee+wxpkyZwrBhw0hNTWXdunUEAgEWLFhAUlKSBXLPnj3Lj3/8YzZs2IDdbqeyspIbb7yRlJQUTp48yaxZs3jppZf46le/yttvv82SJUvo6OggFArRo0cPkpKSuPrqqzl27Bgul4uMjAwyMzPJzs6mqKjIin0IBAKsX78et9tt7e+//du/4fEYN5qHDknU10OvXlfogokrrrjiiusj0Zzhd0VVZQeislFNEAuGi9Mm2i3QarpkjWJYNjRNNYb9qyFKpRCDW5suum1N1wgqPqstb7CNAnsvdBlwpaHbEhA7GhBCXgQlEM6FxYo6lAKtCIjosr3LsH9RU41iWGDkzAJCREaiLtutuAETuAqaipbU+YdL8Hu6glsT5prnKArWSga9siVAyIvQ0YCe2AtdlNlRuprrRtzNrrK12CUDNDd7jT7KnOF3XfQ8xfXZltjRgC/ZuPbUiOtFE2wExB4AJGrNtIudecyKYEMMe641BMP9qoOiQSAU/v6Fb5icNmO5jpjyCKqmI3TjLFV1PcrIcCnFQlgzhuBiEgUBpRtYa7QR7VSNdLNeyAl7oWiCSAmiAWEj24TOOAITAGuxEQjhOAhBBCG8ms0lE+z4LAFYge7voD/qbcQdsB+HPhRdevzxxxEEgW9/+9vWtK9//evk5eXhcrno0aMHixYtsvLxLkcPPPAAgiDw1FNPdTs/EAgwZswYBEHgyJEjUfP+8pe/0L9/f8aOHcvevXut6du2bUMQBEaMGGFVwjaVmprKc889d9n7F9fnWBMn4ty1i6DNRm5FBfNffx273/+x7kIDDTTSyAu8YMFXMJywn3WdyclhZwRcVSSJ0vx8mtI6OyRCQcEnsWtxfdTSNDC/O2439upq2rYdooJcABwOw/GSkmI8/TeH6Psjvm+hkHFjZRaPSkpK4hvf+AYTJkwgJyeHpqYm/t//+39MnjyZlJQUNE1j0KBBfOUrX6F///7cdttt5OXl0a9fP9xuN8OHDwegPlzwLSMjg0OHDrFt2zZqa2tpbm7m+PHj9OnTh9mzZ5Ofn8+UKVPIzc3llltuYcCAAdxyyy0kJSVx6623MmDAAGbMmMGAAQNYsmQJCxYsYMCAAfTv359JkyYxZ84cUlNTAUhPTyc7OxuXqzMyxOPxcPr0aSsGoaWlhddff51du3Zx4sQJysvLeeutt1i9ejWVlZWsWLGCQCDA2rVrCQQC/P3vf2fPnj0EAgFaWlrYt28fjz/+OAMGDEAURUaOHMkTTzzBP//5T2bOnMnUqVOpqqriZz/7GcePH2fhwoVMmjSJAwcOUFdXR1lZGQ888AAA8+bNY9myZQgR451ee+013n77BfLyWgAIJyLEFdfnTvG+bVyfN00fvIyOYBsdwbaoGIJY2WUndtmJLNlx2tzIor0zekBTLQetKIjGdFEGUUaX7WBPRE/JQU/pF9WeCXEV1fibXqw0c0pvp8xheIAigahkS0NSdONHSgZHCrojqatL9QLSUrKtH1Ol6VmcSu3BqdQeUdsC0O0JnExK5lRyGnpChvHjTOo+dgBjuDmiZPxvSjUKbyU60/CUb2GUX2VY83kGC4m4bO6oImhxfb40rt8cxvWbQ+LwxSiiHUWMLhCnCk5E3bjuI+FrpEKijCpK2CQVkxs6bF3BZlARsHXjHDUliYKR/XoB6KppnT+d03RCihblbr0c+KqoGsGYDNlgULVyXruDr5cjURIsd2zk667H0rVN2daJtEQ5Gm9pFyjwJYhS1M/SX++87H39PGv//v0UFRXF4esV1AcGsPv37+fpp59m1KhRUdPHjx/P3/72N06cOMHGjRvRdZ25c+d26Rx2pzVr1rBnzx6ys7MvuMzDDz/c7fzq6mqefPJJVqxYwY9+9CPu6SZLsry8nL///e+XcXRxfWE1dCj23/8egKsOHuRff/MbUsIFoq60jnKU34X/neSkNb0f/VjM4o9lH660tl57LYfGjeP48OH8+f77eeHLX+a3Dz3E8TAcC/3tb3D+/Ce8l3F9YHk88NRTKP36oSUkoF1/PY1Pv8yv/ldizD3DABAEjREjjuN2u7vED5iAcvTo0YwdO5ZRo0YxbNgwvvvd75KUlMTrr7/O/v37eeaZZxg6dCiFhYVomsb//d//sXPnTrKzs1EUhfLycn75y1/i8Xi4++67ufrqqzkfvq4GDRrEfffdh91uZ+bMmSiKwrx58xg0aBBjx47l3Xff5de//jWZmZkMHjyYw4cP89Of/pSsrCx69epFRkYG//M//0N1dTXTp0/n2muv5bXXXuPVV19l/vz5LFu2jG3btlFaWoosyzz66KP4/X5cLhfHjh3jgQceYPbs2dhsNrKzsxk4cCD33XcfkiSxZMkS3G43S5cuZeDAgSxevJh58+YxcOBACgoKmDRpEvPnz6dHD8NR0bt3b3r37o3b7bbOoaqqlJWVUVVVBRhgt7CwkJ07d1JXV4eqqvj9flauXMnq1aspLy9n5cqVpKamUl5eDsDvf/97VqxYQZ8+ffjxj3/MwIEDWb58ObNnzyY314BOb7zx4SrWxhXXp1Hxvm1cn1fNGnoHmqai6doFIawoGAW25HBxLtMJ6w91RC0jS3ZyNTtC0IuuhOfFDN0foHXGZHUEPfhCHVbxLi089LdcDMcdpA80QCugu42h2kLAE7NzsuFOlRxWtICWnhf1o0sOY1lB6oSu4QxbgFJZs35OCAFK5BjQZbphxQtH7OiysQ3dkQyKP5w/G96s32OdD72tnFHO7G6Ln8X12dWByje7TKs60+kwVwUnITGJkGhczwExKdr5KtqsHzUC9PtC5oMOAU0TsEk6NsnoZwWVbobsdwNaVU1HCj84N92voiBEQ9eI9S43UzYa0JpO2eh96i779f3A16i2IsBrLIQVuiFXVoGvcGGwyH3RNb37dSLdtroGuhZlOvi0SfiY/oHhgB0+fDi/D/OQuD56faAIgvb2du644w7+8pe/8LOf/Sxq3v3332+9HjBgAD/72c8YPXo0lZWV5OXlXbDN2tpavvWtb7Fx40bmz5/f7TIbNmywHEEbYuw3bW1tpKamMmrUKLKysvD5fF3W/9a3vsV//Md/cPvtt+NwON7PIcf1RdK99xIqLsb2P/+D2+tlaHExe69wxZkgQd7iLQD0iDIAAgJ3czfihzOrf2qkSRLrFy7sMv3tmTMZVFqK/eBB/MOG4Xz1VZgWr0b5mdC5c/CPf6C9+Sba1q3Iqtr5h2XjRoRt+/h/gcWoOHG5vPzLv2wnObmajo7oZgYMGEBlZSUAXq8Xh8PByy+/DIDb7aalpQVJ6uysCoJAeno6paWlAOTm5uJ0OmlsbKSxsTG8a+dYsWKFVfRq1KhR2Gw2mpub2bdvH/v27eOOO+4gPz+f0tJSRo8ezZkzRvGPtrY2zpw5YxQLAxoaGtizZw/Nzc20t7dTXl7OihUrgM4ogk2bNgGdxbMGDRrEK6+8QigU4k9/+hM9evSgpKQESZKsiIQlS5bg8/nw+Xw89thjTJ48mQEDBuB2u1m1yujU33jjjSQmJvLCCy8QCAQ4f/48jz76KBs3bkRRFEpLS1m6dCnJyckcOXKEWbNmsXr1ah588EHefPNNrr76aurr6/F6vYwfP56SkhLmzp3Lhg0buPbaa6moqGDKlCmcO3eOs2fPomkaNTU1yLJMa2srVVVV/PznP2fIkCH84Ac3sGkTbNyoEwoJ2D4/UdRxfcEV79vG9XnXnOF3sbVkRWfEQBiIxkrTY4bwChKKFkLTNYbpxjUmtlZY83UtgCA6ED31iBqAGyHkw6v7CCh+a3sefzMprsyotssJX9NuN3m+AIKmgCsdHcOhauyQ2glkRQk1fSCn9HbyI/mOKBltiQKaHsIfNDoZTps7fEzGcQYVv+XqVbQQdtE4B6WSSr7uQlADxnbDywi+FqN9NQCOZAu4epJ1SJURNA04R74n0VjekYYSMkb16C2lDHJl4Tn1Fkn5cy/wqcT1aVcsdG1/byVtyQqKTUInGtaHxOhcV0UwOkk+ybg+JF1FFSQ6wlmw5i2fmf0aq+4YpglRJVGw8lxVTcfcldjoAVGMdr5eSMFQ17DUkBpZpKt7oKoonVDWXOaDwtfLkRSOFFCVaLetbBNRQsa+yHaJkP8C4a8YYFeFzkyDuCzFM2CvvD4Q1XnwwQeZP38+s2fPvuhyHR0d/O1vf7OqKF9ImqZx55138v3vf58RI0Z0u0x9fT333Xcf//jHP0hISOgyv6CggFGjRpGSksKIESO6dJ4Bvv3tb6MoCr/97W8vcYRxfaElCNiefJJAT+MpfHrTxTOuPgrtZCfttFvv7dhZxCJ+xI8+N/D1YmrKzOSZe+/F53TibGwkOHs2hIeKx/Xplf6b36Dl5sK//Rvi5s3IqkpDRgY777qLP3zjG7x79dXsnjqFvMFnmD//Nb73vT+TnLw3qg3TvWnCVzAyXU2ICtC/f39uv/12Fi5cyJgxY7j99ts5ceIE9fX19OjRg0cffRRd18nIyODMmTMsXryYqVOnMnnyZG6++WYSEhJITDQ6vz179oxy3u7du5dXX32V0tJSfvGLXzBixAi+973voSgKffv2JSEhgW9+85sAzJo1C1VV+epXv0pOTg7Lly+nX79+zJw5k9zcXBYuXGg5VocMGcLVV1/NjTfeSFo4ZiM7O5u8vLyojo2iKDQ0NFhRBO3t7WzdupX9+/dbIPfNN9/k5ZdfprKykldeeQWv18vKlStpbW3l+eef59ChQ5w7d46qqioOHz7Mr371K7Kysqirq6N///489dRTrFixgrFjx2K32zly5Ijl6p0+fTpDhgyhpqaGigrjhnr58uVMmTKFpUuXWvEOqqoSCAQIBHaSkhKkrU1k166P6kqKK65PXvG+bVxfBJkg0oSQpuv1YssCyKINu+xE8LUgtJ5GR7MKb4nICEoQNBUtXPFGt7noCBiRB3OG34Us2ZElO/5QRxfAa0p3paK5IwCtIBk/ooRuSzD+DztlRUHipN7OKcFn/Ojt1j5HQtZ2fwv+UAeKGrJiECJdseY0gFOCD11yoEsOSiUj51a3JyAEPAhK0MqhDdhV/E4nfqcTX4ILUQOfrR2frR18TVaMgqlC3cOO0tWX/Gzi+vRoT/l69pSvx3NyA0NjHANtyZ1gTxNsaIINVXAQkDqv3aDgJii48YlJBEVjdFdIsBESbGjd3Nc57V2/E4EI52tI1QnFZKR252DtLpc1cpIY4fLUNC3q52KKjRUwf2ILb0W6UGPdqOb896v3E0VwOfMsdfN76ObfxDu2cQfsldf7dsCuWLGCQ4cOsX///gsu84c//IGHH36Yjo4OhgwZwqZNm7Db7Rdc/oknnkCWZf71X/+12/m6rnP33XfzwAMPcNVVV0XdqEfq2Wef5cknnyQhISEqa89UQkIC//Ef/8EjjzzCfffdZ+UPxhVXF0kSjh/8AL73PVLD+ZRXQkEtyBvaG+xhT9T0fPIZy9grtt1Pm2RZRpUkXOEMULvfD2fOxKv8fJr18ssIDz2EgFFg7eioUZwpKGDULbewa9s2vF4vb4dBxu38DTAiBnw+I3+1sbERh8NBR0TH1izGdfDgQb73ve+xfv16lixZwtq1awHDDTZs2DAEQaChoYFTp04xaNAgVqxYQUNDA3/84x/Jzs4mPz+fAQMG8M9//pMBAwYwbdo0FixYwFtvvUVaWhq7d+/mgQceYNOmTdxxxx0cO3bMyl08ePAgqqpSWlpqFbY6ffo0jY2N/OIXv2DmzJnYbDb69u3Lz372M4YNG8aSJUvIy8tj/fr1hEIhFixYgMvlYtWqVQwfPhy73c6jjz7KSy+9ZGU8Pvjgg5SWlqLrOunp6eTl5TFlyhR27NjB/PnzWbNmDbfeeit79+5l0aJF+Hw+QqEQaWlpDB48mEGDBrFjxw6Ki4vp378/I0aMwOvtLFKSmZmJIAi0hCNUEhMTqa+vJxgMEggYlRzKy8s5efIkra2t1NfXk5ycTG5uLgkJCZSVlWG326murua73/0ua9eu5Y477qCuro4BA0ooLBzJhg1wzTVX9jKLK66PQ/G+bVxfFM0aegc7SlcTVHw4bW40XevWBWvKBJmyZGdQk/Gg0CioKqKjIWg6OgbEFEQbgmg4ZE9qHlJcmbT6Oofo20QbdtmFXXai6WoX8FuOj1xcBoTVVAN4ihKipx7NlQYhL2VuN5rebsUYRBYGE4XwNF2NAquKGrKWjzo20YDPZhuiCXw1lXwhMbxURBSCpqBrIURNwOX14Uswvo9+t4iOiBxScTk6v39iqA0h4GEMcMQOW0tWcO2QWy94ruP6dOhIzds4bW76tdcSAuwkREHYtkTw240HAQIaqmA8PFNwEBDdFmCV9c6oj5AQPVxIEjRUvRPEBhUBUdQtJ2wkfJUlncjIVVEQopyp0e2G3aG6jqbrF3S+hhQNURQt8KrpepciWReKKBBFoVvXa+wykcW3gC7vY3UxaHo5Rbpi25HsEmqw88RJNgkl2NmG5LBFzY+7YQ3FHbBXXu8LwNbU1PDQQw+xadMmnM4LZ9rccccdzJkzh7q6On71q1+xfPlydu7c2e06Bw8e5Ne//jWHDh26YPbGb3/7WzweDz/84Q8vuY8ZGRkXnf+1r32N//7v/+aJJ57gv/7rvy7ZXqRCoZD1Y76Pq3t9Hs6RkJyMjFETUBQ/eheqKIo8ffppC74WZBZwrOEYANOEadaQrS+CNE1jzpYt1vvAt7+NWFAA8e/bZeljO0ehEMLu3QjbtsF//zcSsGfKFDZdd50xxgmofdMYqiWKIk6nM6qwltPpJBAIoGlGx8/8MeMHWltbmTZtGqdOneKFF15gypQpNDc3M27cOKv4lMPhYNKkSdx1111s376dqVOn4vf72bx5My0tLeTn56NpmlUgp7KyElmWrf15+umnuf7663G5XKSmprJ7926qqqr43ve+xyuvvMLixYuprq6mrKwMMP6mhEIhmpqaEEWRQCDA8ePHqa6uRhRFPB4Pa9euJRQKWets3LgRgKqqKqqqqsjLy+Oll17C6/Xy7LPP0rNnTwoLC5Flmc2bNwNG4avGxkba29v5+c9/zoQJE0hLS2PChAk8++yzJCUlsWjRIpxOJ6tWraKlpYXW1lZ++MMfsnXrVhoaGigqKrKGIR86dIgJEyZw5MgRvvvd77JmzRpGjRrF22+/zaJFi6iurmbs2LHYbDY2btzI6NGjSUtLo6WlhSNHjlBbW0ttbS0TJkywiqDt37+fEydOcOedsykshPXrFX760+gOcfx7GtdnTfG+bbxve7n6vJwjNQxPgkRnwZru1U4wKoIgGIBTUQiZw6aVVkBDFwWrCrsuCghKiJC7B+AlEPCjCiFmDLqNt4uMuB5ZcqKpOkp4O7HbG4ATBQ1zXLXYWmcsJ9qgoxldlOinGoC3XDeAmAFawxBF0A2grHXGuQIIgki3aEUHRVPC21eRJRunBONBpt9vtB9SAqgOG+N8AQga/ZmgLuCzi5gR0LpuwFeVziJGQtALCOiK4cydNPh2o734d+2y9UmcJ0/NbvohUymGCIR/dwckH66Qi+bUEJpgA5wRMFAgJBjXpCKYQNO42ryCk2AYxopq0Mp8DUo2UBRE6ISwYeCqqgJBNfpvRjBk1qc3FFI1672ght24igK6bk3XNWMZia7xA6KuI5qwU9MM+GrOwwCYqmZMM6erWnQUgRQBS4ULFP6KnX6h5UxJwsUhbOz6Uphpq0qkO1eN8hdLMojh33cyGqoQsaygIwpaJ3gNn7zY6+3T8D0VBOGKZ9Sa7U+YMAFJknjwwQfjhbiukAQ9NijkIlq7di1LliyJyuFTVRVBEKwb08h5AMFgkLS0NJ555hluu+22Lm0+9dRTfPe7340CXKqqIooiffv2pbKyksWLF7N+/fqoC09VVSRJ4o477uD//u//Lrrf27Zt49prr6W5uZnU1FRWrVrF3XffTWlpKcOHD+epp57i7rvvvuD6bW1tpKSk8MILL3Q7RCyuz6cKnn2WvPXrqZ06lQMPP3xFtnHPsXtoVpq5t8+9NIeaWX1uNV9K/RLfG/C9K7K9T7Omf//7pIXzPGunTuXA978PH+EfG0FVydq7F+cHjJTQ7HbqJk8m+AV9Kpi1bx8Fzz6LOyIa4vyoUex+9FF0+QPFicf1GVVbm427774BTRP4y1820qNHJ2T3er3cfvvttLa2xp+gx/WZULxvG+/bxhVXXHHFFVd3+iT7tebf6W/8bQqOhCt7rxXwKvzhnt3x/vvHoPf1Sc6aNYv33nsvato999zD0KFD+cEPftClgwrGECtd160hj7G68847u+RtXXfdddx5551Wtdff/OY3UblXZ86c4brrrmPlypVMmjTp/RwCAMuWLeOXv/wlP/nJT97XenPnziU5OZlQKMSmTZuYM2cOtngFkm71mT9HR48ivf46AO8OGEDp0aMf+SZEUSRJTqJZaeam6TfxpwN/gnOQ2JrI0SuwvU9SCQkJUcOju9PJm2/mK88+S89z5+izaxdZr76K9stfEkpIiL6WdN140htzXQnbtqH/6U+o4ervhJ8W6rpurFNejvNDxkmM+NvfUIcNQxfCtSIFAcHpRLrvPvQvfQkkCXr2NP7/GHVFvm+aBkVFiNu3w4oVSHsMp7bX5aIiL4+K3FzKp06ltaioy6qJiYm0t7d3ccBGqk+fPtTW1gJG5mtbWxtgFKUKBoN4PB5qa2sZP348WVlZrFu3jkWLFrFmzRqWL19OIBDgz3/+M4FAIKoIjulCnT17Njk5OZw4cQJZlqmtrSU5ORlRFBk3bhzNzc0UFxfj8XiYM2cObW1trF5tZLQNHDgQSZJQVdXKRZ0+fToOh8MqtLVgwQJSU1PZv38/JSUlTJgwgWnTplFbW8uhQ4cIhUIsXrwYgHXr1tGvXz9EUWTSpEm88sorTJkyhW3btrFgwQKKi4txOBzWkP+xY8eya9cubrzxRtauXctVV13F7t27WbhwIR6Ph3feeYf09HT69u3LkCFDePfdd6msrMTpdHL99dfj8XisquhLlixBlmX27dtHVVUV48ePJzMzk/Pnz3Po0CHcbjfZ2dlomkZFRQUFBQUMGDDAKiB27bXXsmXLFsaNG8fRo0eZOXMmVVVV9OlzmpqavgSDs5k3r9MZYX6OccX1WVG8bxvv216uPg/naHfZOuu102aAd1E0K7CraLpmjcBStFB4OSOrXVGDDG7v/B2vazHXf0IvFFVnV2kA54BWZg43Hk5sLX4RWbIjCRI2OVzEy4o2sFnvBxB2k2sqQsiH0H62c1sJPahwOWjxngcg2ZVu7TN0Fg6LzbhVtAvHDxjLhYeLi7aIaRKKGkTROnNjR3d40WUjcsTnCBFwh52Nmk5QcqPhwKYb+fJpLeFrI2i4X0+l9yZXd5LUdwrw0V9Hu06tRdVVEsPxB7Jk7OcAzWhbCLRT5pTxh7zYJYcVt+ANepBFG+P7fzoLhH0c37fC01ut1/le0+HcSsge8WDMIRAIF9ESUVBIRBE642D8ohFHYJagDYl2TI+qJnSiFp/cOVpC1UVCURmv0YYTf6jrKMhgRN6qGQ8gqAo9Sw5wJn88euRDxBh/naLqXSIFAt0U3TIdqJHLqqrWxZl6Iaeq1o2vr7tlP2iRLk3Tu0QRKMGu/vZgxDQZjett1axvzUZBRA2pXdrQgmpUBMHfH+j8G/zp6NcKRPugr9Q24g7Yj0PvC8AmJSVRUFAQNc3tdpORkUFBQQHl5eWsXLmSuXPn0qNHD06fPs3jjz+Oy+Vi3rx51jpDhw7lF7/4BUuWLCEjI6PL0CqbzUZWVhZDhgwBoF+/flHzzWIqeXl55OTkvJ9DsPT4449z3XXXva91bDZb1B+A2PdxddVn9hxt2mSN2SgoLMTrcFDTv/9Hvhk5/If5wQ0PUtFigB6H7rhggYLPqtrb2y+5jNfhIBhxrUjPPUdo5Uoc999PXmsrjv37CW3ciPPAAQCCGRlIQ4Ygfu97qMePIz/6KAAXu9o6EhKo6t8f7QNESgyorCSxowPboUNdZ+7YYb1UHQ647jqk6dO7d/DabHDVVTB58kfq8DWa/hDftzBwZds29K1bCW3Zgj2iWJUmCOyeMoVtM2ag2O3YbDZCF4CrZmfFjBvIzMykoaEhahlJkhg0aBCBQICBAwdaTrOysjJaW1u58cYbGTZsGC+88AKtra3MmTMHj8dDfn4+v/rVr+jXrx+33nqrBRcXLVrEtm3b6OjooK6ujqSkJE6dOsXu3bsBA6qCEYPwzDPPMGzYMJYuXUpJSQk1NTWoqsrkyZNJTzdu6saNG8cbb7xBWVkZw4cPJy8vj4aGBisvKxgMUltby8mTJ9E0jY6ODrZs2YLH46G8vByAN954AzCyVsvLyxk0aBCnT5+mqamJ5557juzsbA4cOIAkSVYUwfz582lqaqKxsZEnnniCqVOnkpiYyPjx43nqqafo3bs3d9xxBw6HgxdeeIGmpiarMNiWLVuora3lvffe49577yUUCnHkyBEKCgpITEzk29/+Nq+++iqzZs1i5cqVfP3rX+ett95i6dKlbNiwgZ7hwoMej4d169ZRVlZGWVkZS5YsYfDgwZSUlCBJEjU1NVx3XS+eeQbefFPkG9/o7PR/Jn/fx/WFVrxvG+/bvl99ps+RGB6OK9lQCCCLdmRrFIvxv5mhKouy8VoPIAoioiQgOxJANaILBCUMP1EQNQHN7uCEYvz9VwUFm83GluLnkWwSsihhDwOoWPhqTBOQzcHDgo7o93WOf5adoHgQJSeCZGTJImgGSJRkA7DqRn9KjLm1lUXJigWIOg1WN1ALZ7/qaCjIkg1RELBLDoaSyim9HX+og5L0DOyyk/yGGpJ8YBd02pKTUDGGeQuCgEYqTqURT4ZxjtPCA4aGtjejpfbj8OlNDFNlnP2vBS7vOtpTvh5fqIOr7FkQ8lEoeBkTru5+zG0A9PG6jf2SyvDwA6HTGQYQlP0gaAptSc30BlJaFIrTejHUY5gRFDGALKXhP70TPQzGpSbjXkRLzgZdpUQMMUR3kjRwxkX380rqo/6+tVUZfXYh4GEIEFKN/mnAaQ3sR5AFJEVHcQgoUhISoIjG5y0ANlQ0bPjEJOsyVQQbmiBbQ/e1cFKyGr7XEyJGi8lAiIiHexH3A0FFMMbjx0iPuDcMPysgZEaASBK6FP7+YjwkjFRIVbuUXtfEbsAouvW/BVNl0UJ/VtGtC9xGqUrX+1dNiM6X1TT9A7FEcz1NiAGwMfdSRsxJN/smSqiIYZAdvY6q6xDRbOzfxC+S4hmwV14fqZfZ6XTy7rvv8tRTT9Hc3EyvXr2YPn06u3btsm7sAEpKSqKqUH8SmjlzJjNnzuStt976RPcjrk+pli1DWbECubCQguPHKTh+nFcXLeLI2I+mMJYXL29rb1PuM0CNCV8HMpBhDPtItvFpV//+/aky3aph7fjSl5jz1lvU9e5Nr/p6ejQ0wK9/jXlrHOlDsjc2wq5dNBdW0CpnMgCoGDCA/RMmoHcDWAMOB9X9+qHGDJc33ZqXkqQoZNfW4o5w8gq6ztATJxh88iS2UAhB15ECAVi3zvi5iAL9+qGnpiLIMvbrrkO47Tbo3RsyMj5yMHtRaRr84Q8EfvpTHOfOAUa3xA4EbTZq+valPDeXo6NG0Z6cTK9evaivr7cykXr06MH58+fDBbZ8VrPmebXb7V3ga3JyMpWVlaSmptLe3k5lZSUDBgzAbrdz8uRJADZt2kRycjLJycm0trbS2NhIKBSyIGhVVRU7duzA7XZTWFhIYWEh1157Lffddx/bt2/HZrORlpbGyJEjsdlsjB49msOHD3MufIxer5eVK1cCUBqOvli+fDnJycm88sornDp1isGDB0cVzyosLOTBBx/k+PHjJCcnoygKo0ePZuTIkRQVFTFnzhxWrVrFl7/8ZXbu3Mny5cuprKzEbrejKAqzZs0iPT2dVatWoSgKeXl5jBkzhpqaGuvcJCUlEQwGrf1UFIWioiLrb2ZdXR3r169H13UqKiqoqKhg0KBBvPjiiyiKwo7ww4CEhATsdjuHDx/m8OHDzJo1i9LSUkKhEI8//jhXXXUVtbW1lJWV8V//9V/cfPPNzJw5ky1btjB8+HBOnz5NTk4OTqeT9vZ21q5dy4kTJzh27BgzZ87ka1/rzTPPwObNOoGAgMPxUV6UccX16VG8bxvX50nTBy9j+8lV1ntFC6IEgyTYjRvuXFycot0AtGrIKJgVdsYC6LID3ZWG6GsGxQB+YrhwELq5nAEwNxX9HVmyYxNtyJIdWYwGGVHFrzCKcOUp4f5bIPxdsieCZuAUf6gDSZA63a6aarg9DdrVrXlB0zuLdAFd6itEFgLrrvZCbKEwUw6vRg9vK+ezoovehSQDMkt6AMUuIAd1UPyIDScZLjtB8dNx9AUglY6iVziZbMBSu+wkr+k0nlSJ01oaEwcaD3dGKDIIndvo69Yg/Ow7yxXO8PVL5CXBKVt/nFpnsaiKcNE+m248gG7NhgSgIiHTaOt8EWdTHfhE4+GPQ/fQJ+Y48zvOoQIdh/8BgO5I4mSim2bvOWyinYBi9PtkyU5Q8XPdiLu7PV+fpNpqjAfxx4IGER8a9CAnDCSkNmCTMlHl7vvcqiygip2fv6QHUMN5r6GwA1bUFYLhbGSjLF2nRPQuxbci5bKpdASMexJJAFUPw1eIKsgF3RfECioRWbCCgE5X5ysY7ldZElEiCneFlAsX3rtQ8a1I12psYS1Tshx2zyuaBV3NZSP/VyJArblOFKC9iERJQA11LiPLotVed4W69Jj27G4bil+xllUDn3zGa1xfLH1oALtt2zbrdXZ2tuX4uZguFTt7oUqwpgYMGHDJNiI1Y8aMbpc3C6XEFVcXVVaixVyHyoccVq6hcYYzFFPMDnZEzetBD2Ywg+EMR7jiQww+HaqqqmLEiBEcP37cmlYydCglQ4cabzSN4UVFDCorIyM5meaWFkYVFgIQkmX+7+67uWbbNp6r+gonOoax4OrXaZ6YRvtlPrUbNGgQpaWltLe3IwgCEyZMYN++fd0um5WVxdmzZ7t1QZ8YPtx6LWgaPevrGX30KAkRFVMj5fT7GVRaiqO6GqqrjYmHDsEvfgGAr18/XE8+CbfcclnH8b7V0gJr1kAY8Olvv43w1ls46ASulQMGUDlgAGeys9FigHV9OAPWjA1QFOPGyISvbrebjo4OC2oHg9FFPsBwyE6dOhW3201paSkjRoywCnCtXLmSMWPGcObMGa699lpWrFjBN7/5Td58803mzZvHypUrufvuu3n33Xe59dZbOXv2LEeOHAHg/PnzPP/882iaxtatW3G73Xz9618nGAxaYDIpKYlbb72V8+fPM23aNDZt2kRpaSnDhg3D5/NRW1tLU1MTTU1NVjGviooKiouLGTBgAEeOHEGSJF566SUAli5dSigU4r333mP//v3ccMMNZGZmMnToUP7617/idrtZvnw5HR0dvP766yQnJzN8+HCWL1/Oiy++iMfjobCwkO9///scPnwYn89HMBjk6quvpqCggHfeeYfZs2fz0ksvcd9997Flyxbmz59PS0sLgiCQlZVFWloao0eP5q233iItLY22tjbmzp1La2urVdXd7XbjcrkscN7R0YHT6aRv377U1NRw/Phxjh07htPp5Pnnn+fWW28lLS2N1atXM2rUKOrq6igoKKCqqgqHw0FV1XoSE6+jvT2Jd96BuZ/OEYxxxfWBFO/bxvV5lqqriFonbLTLLmvovtkFzRcSO+8SpU5npK6FwN0TXZTRXWngO48mg6zJlMoaTiEB8GGXnKhCCEmQrCHxF5Kmq8b2NBVdBKmlGsKwVgcQO/shdtlJUPFbcQEmMBZFqQuE1XQVUZA6jy1G3cFVTVPRMMBuOWG4KNoJKj6Cig8tczBii9F3a01TsKtGX88v25A1L3oY4qqCg5Z0B5lnww/4w+7f81kppJ0x4LInSWFIewMliZnkNZ229iFHbKa4fgeSHiALOJtsB1QElwSkcLYHaIINu2bUNDje0+g3O3QfftEdBWFj1SGlWa9regynVc5AsM5ZGq4edeHXZwBICj9Xrw+D5gS/h2y1AxJ60u5vwSG7UHWVCbqb3UKQTUV/Jy2hJ55Ai/UZKGroEwGzh6o3MdjrRw81I6QOYqSewHvhImshfwUChvtVdYqoNpDCHM4sLKfaBBQhAU1woiOhCTZUZHRBtApvAQi6Zn3uWsQ9nBLxwKE7EBtSJeyybkFXALuso6gCitoVvsqigNJNRIC1XHfD/7uZdjH4KoqC1bYoCNb63cHXiykStnYHVGVZjIKz3a0bud3YNiRbVwgLEOzG7S5EtBcJY0VJQNdAdhq/nxR/5/3Kzb/Zxcv/OvUiR/jx6uMLIIhHEHwcildO+TxK18Hjgc+LfVzToLERusvvTE+HzEwDKoWBEgDZ2RAezhfVTkODcV6cTqivh44OGDCgcyxSTQ2cPk1w0SLsHR3oQMXAgWybMeMDRRCoqFRTzQlOsI/u4d61wrVM06chfwG/jpHwFaBnz56cO3eOtLQ0mpubKSoooHjUKEaNGsXRo0dZs2QJmefP43c4aE9O5oUvf5nC/dfi9QaomzUbRSm95DbNYeCapjF58mTOnTtHSkqKBQrNbQEMHz6coqIizp49y+TJk6mrq8PlclFTU0NHGLBGOmh1UaS+d2/2DBly0cygtMZGMsOu0ASvl9GFhfSprcUWCuGqroZbb0WvrET4wQ/e/0m9mBoa8I0YgSviuyJgxAu8dd11HLjqKlRZJj09naaYYmVut5tQKEQwGMTtdlvH1xz+XiYlJeHxeC6YiRipvn37smvXLgDGjx+Pw+Hg6NGj7Nixg5tuuok+ffpw/PhxHn/8cebPn4+maaSkpPCzn/2Ma665hpSUFPr27cuf//xnEhIS+Nd//VdOnz5NW1sbV111FWvXrgWMnNm3336b9vZ2ysvLGTVqFLm5uWRkZLB7927a2tpIS0vjxz/+Mf/85z8ZPnw469at45ZbbuHQoUPceOONAKxevZqGhgZGjRpFnz59KIrIvVUUBa/Xa2XdNjU1sWPHDurr6zlz5gwJCQmsWmW4jUynrcfj4dixY5w+fZrnnnuOvn37snnzZmRZtqII5s6dS3V1NVVVVfzXf/0XU6dOJRQKMWrUKP7nf/6HtLQ07rrrLhISEnjppZc4c+YMLpeLuXPnsnfvXo4cOUJVVRX3338/TqeT1157jblz55KYmMiPfvQj1q1bh6ZppKamsnTpUkpLSzl8+DBOp5OcnBzeeustZFmmuLiY4uJivva1r5GTk8M///lPxo0bh8fjYdKkRrZsSWLDhjiAjSuuuOL6tGtL8fMAuGxuy32qaSpBxWe5P0+JRn/mpNoaBU4HaaoxZFkUEAJtYEtADzQbsCoMOAYpIiVCOINVlIhkK2LYuWpC0Ui3qQVCRQnR01no05KmIChBCoLt6Ck5HJcNUDpEERGUBgY5kiiVOh2usRA2MgNW07Wo6IMLydxPwIpOCCo+Y/8kB6gBUtrcCCEvAbuKkmKAPT1irJaAyrmsTuDp9rYBDhp6pUAnb2VIewPeRJHGxFzseueIrCa5D03pxtD2nqFKdCRa5Gxcmge73kFQTKdZ6m0tHxBc1Is9ooeLAem00SYl0SN0Pmp6qxwdk5KottAkD7Fgol3z4THMsji16JFMboeDXmKQoOQmsyMFlABTxDQjykAB3WnEqOz3VSEKIttPriKg+Jgz/K6LnvcPqpX7nwAgr8dowLj+Brc2oWL0SfWWUhRZYJAsWI5XTQbddHKKAth0y8EMoGFDE4z3AiqiDqogG8A64toW0EA3PieIBq/QCV8lTbUctSG180OKhbBKTB6sFIaiihad4yqJAkI4ekPXdWO5COBqwVNdJxQTDdAdWI3dHhgQ1ngR/i/G+XohwBo5/WLLXGidi7V3IV1qviB2blPpJkFNkCT0bgDuF03xCIIrry8e8fm869gxgvPmYa+pQXv4YcTHH/94hzN/lPL5UG69FfkiQ7k1QUDv1Qvp7Nmo6aokIdxyC+LVVxN64QWUsjJs584hqyohhwM5OxshXFwn0K8fjn//d/x//rOVL2oHGtPTefqBBwjZL/7kvss+oVFBBe/xHkc4csHlBjOY7w77LudKzn3uMl/fr1JTU2lpabGGXTd3A9tFUUTTNBp69IiavmDBe9TX19OvXy7l5Vjw1uFwEAgELKgLMHjwYGuI+9ixY3G73SQlJTFgwAD+8pe/AOD3+7nvvvvYtWsXdrudL33pS9TV1ZGamsqecCGq7OxsevfuzalTp5BlmaSkJLKzsykpKQFg2LBh7N27F+gEk5Hy9OpFc0Q+YGE42sLh9zP9nXeYuns3wv/7f+heL8K//3uXgmMfSIcOwa9+ZcHXw2PGABCy2SgaPpyqcEYq0O0w2o4IR29HN+7e2GOMLLJlymazEQqFSE1N5dy5cwQCAYYPH05bW5sFdE+fPk1tbS3VYXdwbW0tLS0tnDljuDEaGhrYtWsXjY2N1NfXk5KSwptvvklSUhIHDx5k8+bN3HPPPSxYsIDXX3+dhQsX8vbbb1u5rD6fj/3791NVVUVVVRWDBw+moaGB6upqnnjiCSZOnEhKSgrjx49n1apViKLIvHnzSE5OZsWKFSQnJ3P27FkeeeQR1q9fT3Z2NgcPHuTGG29EFEW8Xi8FBQWsWbOGr33ta2zfvp1bb72VgwcPkpGRQUNDAzfccANut9uKNsjNzaWgoMACtJIkkZWVRSgUss61KIqcPn2axsZGwPiOvPPOOwSDQSur1Ywi0HXdaksURex2O2fPnuVPf/oTY8aMYffu3WRlZfHyyy9b53j69OnceeedbNy4kYkTJyIIglVwLCcnh507d6KqKmVlZfz85z9n4cKF/Mu/DGDLFnj9dZX//d+Pt/BcXHHF9cXT1pIVXDvk1k96Nz4ybS1ZYbkzI4EowJzhd7GpyCimaBbGuhC82nj8OcthuP3kKlRdjTpPJni1ifbOoleiZDg7NR92ubOgUCSszPMF0F2p3W5TCHggDDwkKRldAt2WAIrRF7BLDhQC4fgCNQpomsc0VDbgpOk0RVNBDRj/m0O/BQkkCT2CmMiijSG6EyHYghDyIgQ85KcP5CRd+y6iIKGhouoqUgT4vVC0gChG7mPYmQsU6R1ousYhWWN8hx/dYUQH6LIDuwaEB5/riAho6IiExM7oAFEP0eY2ipmp6EAHLc6BeN0K3ojlWsWeiHrXBMtztgHYdcMo4BOTqLUPoM0vm5uln3iuyzoev3GsHlKRRcBl9J/9wTBNU6Gn1HnOWmw9aFQ6zSupDj9yuBBbRjgaojxtAgBZwRqa7YMAaExxkxE2QKQ1GfdjXptEIv25KqRSkWrA2Pq2ajYV/f2KQdh5mZPQw3mrYmttJ3w1DzciakCVBTTRcLmaioSv3UlAteB0pOvVmKd1Aa/dSY8JTzW5qDlyXlEFZEnvAmGVS8BFU5JgQNhI52ssmBRFEU01H5R0DzYjISxEu2Fj1+uuja7bFLoAV6WbvNjuoKy5XOw2RYdAKGDGkYRdwjYRJfT+76kj3a+fSgnClec5QrwI18elOID9vGnVKuzhPEHxySfRDx9G+CxmgYVCBObNwxExDBDA74gc8qHjCAYhDF8DdrtRnd6c/sIL8MIL2IguzGQLBCAMXwFjKPj995u1V/E7HPidTlYvXfq+4KuGxha2sJOdF1wmjzwKKGAwg0kSk8hyZHGOrp2mL5paWlosOAcGkE1JSQlXWzcSqTRNo2/fvvTp08cCoT169KC+vp7s7GwLsKWkpNDc3ExiYiKBQICGhgamT59OU1MTeXl5BINBli5dyuuvv05xcTFguDC/+c1vsm3bNqZOncqbb75JdXU1NpuNCRMmcOrUKc6ePcsNN9zA0aNHSUxMpKSkhF69etG7d2+OHDlCSUkJkydPxu/3s3fvXpKTk+nTpw8nTpwADGh75syZbgtSmQo4nWy67joCDgfXbtuG8Nhj+J95BudjjxlFu2IlCJCTAy5X13mmVBUefxz9xz9GCHeeGtPTWbd48UVWUUlJSaG1tdX6XMzIgYvJXDYtLa0LfAWjom1OTg7vvfceQ4YMoVevXjQ1NVFWVsayZcvweDzY7XZ69OhBa2srU6dO5dChQ0ybNo3a2lruv/9+tm/fzvXXX8+KFSu4/fbbOXz4MMuWLbMctQDvvPMO6enpnDp1it/+9rdMmjSJhx9+mDfffJORI0eyceNG5s+fT1FREcuXL6elpYXCcLxFYmIixcXF1NXVWRDYdKVWVlZSWVnJ8OHD2bRpE6Io8sc//pGUlBSysrKQZZlNmzaxadMmbrrpJux2O+np6fzsZz9j6NCh3HTTTbS0tPDGG28gyzLTpk2jX79+vPDCC2RkZHD8+HEeeeQR9u7dS1tbG42NjVx//fXk5uaydetWbrzxRlatWsWDDz7Ixo0bmTFjhgVkzYI+EydOZNOmTWRlZVFbW8tNN91EIBDg/PnzeL1eUlNTGTBgQBREz8nJ4dixY5w8eRK73c5f//pXRo4cydKlS2lsbKSqqoqJEyeyZcsWa52ysjKamk4iijdTWipRVgZ5eRe9POKKK664PrC2lqwADJg4a+gdn/DefDhtKvo7jjD0dEhOAqofl82Ac77w8PEdpastIGtCU/McAEhhgBgIu1d3lK625tlEGztKVxNQO6Gly+ZGFo0+baRLNMFhOJ1M8GrCXlOipx7UALo9ASHYjiDa0IHS9CxyMY7BBKi5mkqu7qQ2/N4ZdtoGVX9n4S3RFgVfAfJCOggBxLYzBnwNS7clhF+oRhasICH4PQwFTiZKDBYlNJfRjlFQSaRE1qzjM+MHZMlOQPVbENgGiOFYsVgoLEbYR034eirClTrGlQMdpxACHgPChvNpM+qNcx10+mlJTUEX7Ei64YrV6BzCLuqdeZM6Ij4xCRUZKVw2KCTYcIQB7HmpB2lai7V8ULATkDr7e8lOxYCwQLXW03JRJjk1C75GyuPrCp3rdAP+SgJEBpiGVIF2yYEvaGyvjmQynH78evf3RWftRrWGQKZxT5bsr0JvM/rlA1sMu2+eKxuAXWVrmZq3uNt23q/2lK8HYL57CELbGdTUcHFDUQbNALCCBkFn5/kwQWwkfDWzXc3PSQ/fOWoR0QEKDgRdIyi6UMMIxYwi0LvJD45VJKCNhaw2SScU8d6cb3JMmySiajqiJBCKyHLtLoZGEARjNCxWPWmkMNjsLrqgO4B6oRzYS613oXndRQ3EZr/Gvo5czowriIW2NofRhgliAewOKXrbMYP3NUVHdhrfBTVoRq+I8AU3Q5mKO2CvvOIA9vOmmOG/wqZNxi/hz5oL9o03LPhak5PDqUGD2D15MqGYSi/pjY1knzlDTd++tKamWtMHlpUx8+23yamtpSktjdcXLKAxIwNPYiL9qqsZXlSEqGm0paRw7dat1nq/f/DBLg7Ly1EttbzCKzTS2GXeMIYxghEMYhAO4pVqupMgCBZ8BQPI2sPw25w+ePBgiouLqamp4frrr6e1tZVgMEh6ejo2mw1JkkhOTmbQoEHY7XYmTJhg5YHW19cTDAZ59dVXAXjttdeMDkpYqqrS3t5Oe3s7x44dwx12KaSkpDBo0CB27dpFRkYGgiCQmJhIv379KCkpob6+nmuuucbKIO3fv7/l1OzRoweTJk3ixIkTjB8/noMHDwKQm5tLcnIyLpeL48ePW07dSG2fMYO2lBRmbd5M4pkzcO+9Fzx3iiwj3XYb/VJTIT8fRowwZug6vPkmoUcewXbkCAJQPnAgrSkpHBs58pKfiemCNc9/5OdjyoS0pkKhkAWYY+eBAQmrq6vJyMjA5XKxfft2AHr16sX58+dxu92sCzve77jjDgRBoLGxkSeffJKFCxciyzJut5uf/vSnTJo0CYfDQWNjI4899hhTpkzhkUceYdWqVdx+++0cO3aMAwcO0NzcTFlZmQUqf/nLXzJv3jzGjRuHpmkcOnSIkydPctddd6EoCmVlZUycOJG1a9fy1a9+lXfeeYdbb72V6upqNE2jvb2dadOmkZCQYIHZPn364HK5olzAzc3NnDt3jvLycjRNw+Px8PLLL6NpmuVOVVWV3bt3Ww7Wvn378uqrryJJkgU7p0+fTklJCSdOnODEiRNMmTKFxsZGBg8ezFNPPYXL5eKuu+7C5XKxevVqiouLyc3N5Utf+hJFRUVs27aNpqYmZs2aRf/+/XnhhRcYMWIE77zzDvfccw+tra34/X6uuuoq9u7da2X8+v1+1q1bR0ZGBnv27KG4uJi5c+cyd+5cVq9ezdKlSyksLKR//xoqKgawYQN885uXvKziiiuuuD6wpIvkeX5WtKX4ectl6QgPbXeJnZEAbkdyJ6yU7Gi6SkDxYwvDm5AWstZT1BBuR7JVjEpRDReXpmuENOO1GTcgi/YosNrdMHwTjAoBD4KvGUFT0SMcochONEcyyEb/rFgxRitZ7QqdcG6w14uUmIHgbUNPyECXHZzS2xmkGtsVOhoMFy0GaNWdhqMUUTJyZjXNAK+S3QKDQsiLbkvgZKKbdn8Lh0RIdhmjiUwYLOrtxrm0nK4iinbpIjvdFeCKlF12oqhBxI4GwxUcPtdIDtBVBKLdkN1hKVEPoQk2gqIdiB5JpCLjlQzgGxCNY9F0aBRSI/ZBxxsQSbX5aWjv/PxiawgFQiKODzFwKhIEuuwavrBjNhK+Vtry6KEakQaa0BUntDn743V4SfR1xh642ww4W5Cay6HqTeS11iG6+3BCCFjfa1+40FrpuUPcNemxi+6nCV+HdTSjAjIyUku1cf0AagR0jYg8Ro05N6oQfW+mR9h2dCSUiOvaBK4SCn7BHdGG8T3REC2zgzlN0lUC3bhrYw2gthgo2x3bjM10FWLu7yOb1GLaj4SqsiShRAy3v5wh/hdTrDs18v+o/fuA2zDbiiy4FSmbQ+ziho2VbiRFWJmwZh6spupIdsn6Spta+uudrH5o2gfa349aQvjfld4GxB2wH4fiAPbzpphfzJrN1pnf8llSeAh6+cCB/OMrX+ky2+X14nO5aMrIoCliKLepirw8ns3LQ1SULkWEKnNzqczNBWBoRJYjwIytW3l5+fLL3k0vXrawhYMc7DJvEINYznJsfATDxz/HMl2TkiShqiqSJOFyuazYgHPnzpGVlYXdbsdmszFmzBhOnDhBVVUVAEOGDOHYsWPWazP/8/z589x7770UFRWRlpZGaWkpN954I8XFxSxdupSVK1dy5513UlhYyPTp0/n73/9OS0sL6enpzJkzB7fbzZgxY3jmmWcA6N27t1WIpbm5mXvvvZe9e/dy/vx5ZsyYQW5uLvv37ycYDPKd73yHd999l3379tGnTx/a29utCIXz589TEeHAvlBm6pGxYzk+YgTjDxzgqgMHcPq7BhbZg0FsigL/+AdjAX77W/xZWQgOB0J7O/bGRmwY7vA3b7iBI+GogwupO2hqyufzWcXITKndZCXZwnEJ9m7c44nhXObGxkZmz55NY2MjiqIwZMgQ8vLyOH++s6NeV1eHruvUhB395eXlNDQ00NLSAhh5qomJiVacwblz53jjjTcoLS3lmWeeITMzk+9+97usW7eO2267jdraWguCV1VVcfLkSTweD3V1daSkpFBUVITb7WbXrl3s2rWLxYsX43Q6yc7OZsWKFei6brl0t2zZQk5ODunp6fz4xz/mhRdeoFevXhw6dIivfe1rVFVVkZiYSGZmJvX19SxevJgdO3awbNkyNm/eTF5eHidPnmTBggWIosjq1atJTU2lf//+DB8+nMLCQo4ePUp6ejpDhw6NukbMImfm98Pn83H06FFCoZB1rmw2Gy+++KIVGQCGg3zfvn1UVFTw+9//ntzcXGpra0lMTOSNN97g0KFDDBs2DDBykhcvXkwgEOAf/zAqHzscDnbu3EmPHj0oKSnh6aefZuTIkTzwwCh+8AN47TWNb37z0g6QuOKKK64PIkUNYrO5Lzh0/LMiUZAs92rU9Jih75HHaRNtVh6ruZwoSNjl8GvTzSlKiEj4Qp1wLzb/1ASNJvCN3rfO3+G6FkDQBARNpTA5iQJ7LwQlAGoQ3ZZAUGnu0q6gBhAiqpCLLTWGc9bbiBj0MsidaUUqmfAVDLBKoNWClrooWIWQ0FQDxGIM9zelxoD4cnzkKSKDsFEqRR+3KEgkOdJQtKAFq83p3YHX2GtMFCT8oXAEgehnXEgMg+HwNjQFXbaD4qc11XCU2rQWQmISoh5CJBQu5CSi4uoyDF0XRFQk7FqAoGgcY7vkhpgulkP14yWBltDFh8qHVA0tnA3qshv/93R04NFd2GWdVq9EuqvrkGtPsPN+xWXXol77giKKBnLErntk41jdauf15hOTcGnGZyvqfrzOJBL8xvuOZAlXuwpt5QzRZBQR8NRCcibDbeGwWSmNU4KPsf1msrtsHSCzt+J1rh682NqG6Q4f4Y0elaWIhnNYl6Pve0N2wbqmFIdg5L3SGQcQmdurCgnWa02wGbEDkXBd1wgJXc+/FhstEOF2FS7grHTadPwhY19M6N1d/IC1jfA9/kXdrOZx0FnexB5+4QtEX1AXg7CxEQQXizSIXP9SuhSUvZxMWdM5250bNuAzjsfukAgGLv6wThCNIlyxEBtA1z7bD/o+jOIO2CuvOID9PCkYJLh+PXYMcJlbUYEQCsH27TB9+ie9d+9P4V+GuRUVzNm4kdaUFBLb2xGAzPPnGVpSwuExY1i3aNFF3b2x8DVWxcOGsXPqVKaFhy8PLS5GUhTUS6wHUEMNz/Js1DQ7dpaxjHzyr/iTqs+LTGelCfMkSbKKWiUlJVlDpVtaWqxlRbGzo9O3b18yMzPJz8+3nIUACQkJHDt2jMbGRmt4elpamlXUaPbs2SQnJ1vwatSoUVRVVZGZmclvfvMba5umsrOzGTx4MM3NzYwePZqSkhLee+89ALKysjhz5oyVL6vrOoFAwILE06ZN45prrmH9+vXous6ECRPCQ7ijC111OTd2OwemT2fP1AtU4tR1Rh09Sp8zZ8j1eMgsKsIZAUiDNhsHrrqKXdOm0RFTlE4QhC5Dly4EX02Z8NXMdzU/J1PJycnU1dWRmZkZBVNNFRUVsXDhQgoLC+no6GDgwIFcc801PP/884wePZp33nmH+++/n6qqKnRdJycnh3PnzjF79mzWrVvH/PnzWbt2Ld/61rfYvXu3lZ961VVXkZiYyNtvvw0Ymab9+vUjGAzicrk4f/48W7duJTk5mXHjxjFmzBhSU1NZvXo1V111FUlJSRQUFHD6dGdVDI/Hw5EjRyguLqapqYmePXuyerUxxPPkyZOcOHGCoUOH8uqrr+L3+/nNb35D//79qampwWazWQ8Cbr75ZhTFuCl47LHHGDduHNOmTaNPnz688sorSJLE9ddfT2ZmJs8//zyiKFJRUcGPf/xjdu3aRX19PTU1NSxdupSsrCy2bNnCDTfcwHvvvcd3vvMdXnvtNSZOnEhNTQ2aptG7d28URbFcvAsWLKCoqIhbbrkFj8dDMBiktbWV8ePH43K5rNzis2fPkpiYaEV3PPHEE+Tn57N8+XLOnj2LpmmMGjWKDRs2AFBfX09ycjIZGRIwma1bjZqGccUVV1xXQimuTERBxIkBYK4etPST3qUPJDMP1SF1ulgBQloQl81NQOmMIzBBoAlYI6ddsH3NaNt0wQZUPw7JSVDxkeBItrYHRA23lyU7+S3n0bVziFpnze3CZMOZelJtNSbJgNrapdgVQIkYQgyDJyHoBTH8v7m9jgZj2H4EbI2VWRRJQISgF92eYOTAghGF4EpiUFDnAAaYtpyvbWfQEzoNGZF5uua+yqIdLvKc0ATSphvzFO0oaijKLZzsyoCOGiMSAax9UwmALJDe0EZ7Wtj5qLVYuaJKGOxFukV9YqL1eZrgFcLwlU4HpNOm4wjHSaTJXgKSkwQHNLZLhBSjBpq5bOTw9MwkHSLOtF02XqckqHT3ASTZjWujydd9zECyZDwM9uoOnELQAMeChF83jjFVaUTWQ4QEJ06tFVVwI+kdBB0S9oBKhysDr9MAvza9HY+UD8CIM2V4E5uocfRikGYLQ/TO63SQ4qG9aC1HbMbnMlwxrinR3QetozPuSr/EM2Bd7ApfVcEZjhmQ0MKGGTNOQMERFS0QEhxW9EDkcqogIaJFQdjIjFhdEJF01XLERgJWWezqhJUlHX9QjCpid7nG0Y9yEL0JeiOvqY9DFwK5sQXATDes+V4N6V2WuZD0C7pkv7jg1dTlOmC3b9/OL3/5Sw4ePEhdXR1r1qxhcTjeLhQK8e///u+88cYblJeXk5KSwuzZs3n88cfJzs7+QG1+mHY/bYoD2M+azpyBbrIVSUxE+/3vsZ84gd/hYP3ChUx/5x3GHjlCYPFiHM8+C4sXf3aiCIYOtV5O3b2720XGHjnC+Z492X0hOHU5EgQ2z51LeV4eN61ezbZrr70s+LqPfbzBG1HTZjCDaUyLO14/pExolpaWxpkzZyzYKoVvQPbv38+yZcsYMmQIaWlpnDt3jp07d7Jz505uu+02evbsiSAIlJWV0a9fPxISEujZsyfNzc0kJSURDBqdv/Lycis39sSJE+Tk5FBVVYXb7bbcuKdOnQKgoKCAV155BYApU6awadMm8vLymDZtGjt37rSqzweDQRRFYcaMGWzdupUpU6aQmppKUlISf/7zn4HOuIVLwVcw4LLpauxWgsDR0aM5NnYso0aNonrbNtwREPV8jx74Ezqf5kfmz3aXG3UhxcYkdJfvarZtFj0zC6u5XC569epFUlIS/fv359ixY1YBrLFjx/LWW2+h6zq//vWvGThwIOXl5YiiyFvh7OrrrruOmpoasrKyeOKJJ0hPT+fs2bP069ePd9991wK9EyZMYO7cufTt25fc3FwEQWDjxo2Ulpby3nvv8aUvfQmPx8PgwYP55z//SVZWFvPmzbPAZ25uLocPH+bb3/42hw4dIjMzE7fbzblz57jxxhspLCxk0aJFHDx4ELfbTXNzMwsWLEAQBFauXAkYWapZWVlR8Lmjo4OWlhYLxvv9fjZt2oTP56OyshLAihswr8mBAweycuXKqGJasixz9uxZiouLKS4uZtKkSZSVlZGTk8Ovf/1rHA4Ht99+O3a7nRdffJGNGzeyYMECxoZdz5s3b6auro6FCxcC8PbbbzN69Giampr4zne+w7p161i2bBkbNmywsm81TWPXrl1kZ2ezYcMGTpw4wcCBA7n//vt57733mD17NsXFJaSktNDamsq2bfClL132ZRVXXHHFdVkyhxrbZaeV6flZV0D1g2oUxrKmdVOaW3wfsQuiIHUCRg0L8oa0EGkJPQEs12xQ8aOoIcsBOrijzYgcMFdPyQZBQsZLq6+BDtpwh/NiY+MMImUVFUvujep0I/haABA0BcHXYmSnhpfV3cY+CR3njNc2A6YK3kZjqLASMUJIlACHVaDLFlPwSEvsBcApwdfNPl0eQDIKhnUuq2hBREEiqBjQ3Ix1OJXZl/wW8++88YBV1DqHucsBw2kJBuBThKSo7QgRmMwnJhArux4iKNhwywqCrqHE3Fc4VD8ByUlGooqARptfpsNv5IWmJxrbzbB3XkspoUaDzCngkxJJUoz+p0dOxyd13X66K0ii4omalxhh+kyig6A5FD/8edu1AEHBgRzOuPWLKRaEVQU3IZcxXRfs+MVU/Hqm1V5DLycJHQH6BupRg8a5yQVqUnNpppGOJCduD/R1a8haEMLm6VDgDGLMZahdAN4Jmm7BfRO+mg5XiHa0KuG4OBGNEMb3UwlnwUooqMjRBbhiCnKZoFXQNYIRv6s6P/fohyiyCKGYr7jTrlnF0jTdcLtGFsISBcObG9mXj7zKJVFEjcgg0LROoGrtp6YjSxKapnW2exlRBLGA9MNEF0B0rMClAGrsdFkWCQa7/n4URaFLQS7JLqIEo+Gr7JRQ/J3rC+aoAF1D13Vu/s0u/np3wQc7sM+oLtcB29HRwejRo/nqV7/KTTfdFDXP6/Vy6NAhfvzjHzN69Giam5t56KGHWLhwIQfCBc/fb5sfpt1Pm+IA9rOic+cIzZ+P7SIXl/mrf82SJbSkpfHmDTfQt6aGzMZGuOkmAkOG4Lj+eigogK985aOprH6lNGkS+lNPof3+90ilpSipqUi33w52O0JSEpw4AS+/zOxNmzjbqxcVEdVfXF4vQ0pKKB46FP/FihNFqDwvj189/PAllwsRYg1rKKIzuiCNNL7Ml8mgaxRCXBeX0+nEHzG0Pj09HY/Hg8/nw+czOtH9+/cHDIfeggULaG1tpbW11QJ0I0eOtHJZ9+zZQ0VFBWPHjqVHjx689NJLgDGkurS0lKKiIsaMGYMkSdZw9IKCAnr06MHWcBZwUUQsRVpaGs3NzVbEQe/evS2XpLmf5vTf/e531v7++c9/JjMzk8TERDZs2EC/fv246aabOHDgAKFQiNraWnr37k1dXd1Fz0+/fv0sADt27Fj8fr9V1CtSPcK5xS3p6aj9+3dxsprD1k34asLs2AgB83gjlZCQgNfrvWjxMDD+KIIB7SK3EQkaz58/z8iRIzlz5gx+v58JEybgdDqtc+90OsnJyYm6JmRZjnLrNjU1EQwGrczf8+fP06tXL1pbW9m0aROlpaVs3bqV/Px8K/LAPAcej4eioiL8fj+VlZVWhquZwTpkyBAOHjyIzWazoOrtt9+Oy+UiEAjw9NNPk52dzY033sjp06et9SdMmMCdd97JCy+8wOjRo9m+fTsPPfQQhw4dIjExEVEUGTRoEJMmTWLXrl0sXLiQNWvWcMstt7B//35uvPFGgsEgoVCIXr16kZWVxejRo9mzZw9NTU0kJCQwefJkfD4fe/bsQVVVevbsidPptDKHJUmiqqqKUChkFUurrq7m1KlTtLa2UldXh8vl4s033wQMF++xY8eYOXMmNTU1+P1+fvnLX1JQUMDXv/51Dhw4wFVXXWVly4IB3nv27EkoFOLs2bMcPHiQ0tJSliwZyHPPweuv63EAG1dccb1vbT+5ynodUHw4ZBcBxUd7oIX2QDODeo5juC2TcnzhofdO9lW8QWNHHTcUfO0T3PP3L7OA2Mbjz3HdiLu7zN9assLKchVFKTxMvhPCXk4Eg+Gy7QQP4xP6c0pvZ7CnjVPJRtEqu+wkGAt8NRXcPdCAUlkjGHYaJjnTrO2bhbzM9s24BGt7YbhRJmugtjLYlYrga0FzpSE4kozsVE21YCshH1rmYMrxkWvWSTCdrN5wXQVdRZcTOvdRlBhNKvuCZznqP4Mz7BiWJXu3zs7u3Lrm9Kj3ooSmaihh0GoCcZfNzRDFg8Onga8G5Jgh6IofRIGgU4yCsH6XA1VICEM+Y6i7X3CjCca+BMTuowR0QcQWkT8gd5Nh29tfhVdKQdZDpIvgSzTOT72S1GXZVluGAWGBNKXeArq9g0W0i1kAuLVGy6UL0Cwb0zOC0f3UFpvR34yMSwDDwSurIbxiIglaOyIKIcH4jG26Lypn9bQz13qdGPKgCTIneuXSx19pTZf0oGUNDQppNKYafVNFtANdH1RA9/BVlYUoOB4ZJyDqIRQhAUEPooVjBcz91AQZjU6YGul8Vbv5Dgq6hoQWdU66Ww4uHjMAhkM2cr4odKZRRMYKSqKAJpjRBSKiKBDqBlyaHFaWRJSwm/VC8QIQDWFjwe+Vklloq7t9uFxJNiGqGJcpVdEs5i3ZRQvy65qOGlQxfw0YObCqVYyru2iCT0qCIFzx/THbv1wH7A033MANN9zQ7byUlBQ2bdoUNe13v/sdEydOpLq62ioc/H7a/DDtftoUB7CfEemDBmEL31QrkkR7zHDi1DBwefdLX+Jk2D0adDh45t57mbprF5P27sVRUgLh4aaB//1fHD//OUybBh+g6NTlyObxIOzaZViiYh9RXoaEhx5CeughaGhATkqCyAJcuo52992If/87d/3jH7QlJaGHf3GkhM9TZkMDm+fM+UiOBaCVVp7nec5xzppWQAELWYidz74b4+OU6Y40lZycTFtbm+UK7dGjh+UirKqqYtSoUQQCAU6cOEFZWRmZmZlWQaeOjg5SU1NJSUmxgOjhw4cZPXq01b4ZXdCvXz+rYBYYUM6Eqy6Xi4yMDKsIEdAFRkYCUzODEzrdpCkpKWRlZdHQ0EBDQ4O1vs1mY926dSiKYsHSS8FXgJ07d5Kfn097ezuHDx8GsBymEydOZN++fYBRoMwsADV37lwOHDiA0+nkxIkTpKen09TUhN1ut9y/JnhNTEykvb3dOt+xxwsGWE1PT7fg64VArNfrJTExkYaGBtLS0mhsbLRybwcNGkRjYyNut5tNmzYxd+5c+vfvz/79+xk5ciSiKPLoo4+yfv16vF4v7733Hvfccw8Oh4OtW7dy/fXXc/DgQb7//e+zefNmkpOT8Xq9JCUl8W//9m+8+uqr3Hbbbezbt8/Khl22bBknT54kLS2Nfv36WZ9ze3s799xzD1u3bmXp0qX4/X6CwSB+v58RI0bQo0cPyxkNBjSuqamxwLfL5WLFCqMStRk54fV6OXbsGDU1NfzhD38gPz+fQ4cOIYoiq1YZYGHx4sW0tbXR0tLCY489xuTJk+nZsydTpkzhT3/6E2lpaSxbtozExESef/55fD4f58+f58EHH2Tnzp1UVFRw6tQp7rjjDpKSktiyZQszZszg4MGD/OAHP2D16tWMHj2aQ4cOMWfOHDRNIyUlhby8PF5++WWWLFlCdXU1CxYs4MSJE9TW1mK328nJyaGlpYXa2lrLbV5YWEhycjJbtmxBEASGDh1Kbm4uffv2xeFwsHv3bioqKqioqGDevHlAkOeec/L66xq/+MUlL+u44oorLkvbT64i2ZVBm68RWbJZYDAtoafl2oxUrmanWDP6eSmuDLafXIWqqyhqkDnD7/q4d/8Dqzv4CnDtkFvZVPR3632SM42OYBtBxU+KKyMKxFp5rhEwFAxIKkc4a4sj8lrzPca509yZINqRWqqteZo77EqU7Shq13z6yDYjtxfl0NUjMmYlgVN6O/mu1PAsiXJZI1dLQNAM52iZy4GmG3FGp2gnX0i0Ml/RFKOaPUaUgW5PsAqAvad7rGPXdA1ZsnVxCsfGEHTutxa1TKwinchuezLD2z0E7BBIEHH6JQgXJwvKQfPE4E8Ij9ZSdNrdBuTWcEa5I82iTaHwedRj6rOL3Qwgj8xXNd2lds0A4wmqce8XFBPoHTRGbGWIburs/a11egWrkXTjXJvZpYlaZ1SV+TqxoxlZ0TmfOhCA7MBh/FKvqEJTAClKZ7Fhs71IkKwj0iEmY9MDuMKfUUhw4RVTopYx3aAeWwoemzGv1jmABKUDh+YjSe0cJdYk9yFJTMWue3Gq9bSndBqIEltDiJqOKnfGC4jdZYhq4HcJ4QJp4YiBmLxXAJEQquCyljOXNZ2vxjI6GgKirqAJMmKY+msRn6ZVgEtTUSOuMbO9SAiraEYBrlAEeI2cfzEOabpazfsQWzi7VdUNcKqo0SvLkkgg1m57EZntSwjdZs5quv6hC3hdSJfjhu2uIFfs+rGS7CIhr9J1eUlAdMmEvF3zkb9I2rJli+WAbWtrw+Fw4Igpgv5B1NraiiAIpEYUTf8odKXavZKKA9jPiIL9++MI500++YMfEIopcJPa3EyP8+cpzc+Pmh5wudg6axa7p0xh+IkT9Dp7loJjx0goKoIlS4wK6r/5DcK//MtHs6NtbbBuHdof/sC8cHRAIDsbxze/CWPHwuzZcBlD/KOUmdl1miAgPv00Sn098saNJEdUHzfVKyIL88Oqggr+j/+LmnYt13IN13xk2/giyXzKZjodTbek6dQ04Wtqaqrl5gOsLE2zqJY57fTp05w+fZrhw4db8wsLC8nJyeH06dNWjqw5tNoEj+Z0h8MR5bqVZRlFUSwwfDFlZmayO3ytt7a2snfvXuTwNW6z2VBV1YomAMNReiGZ2aoOhwO3201TUxNOp5NZs2axdetWcnNz2bNnD2AUofrud7/L9u3bSU5OxuPxcOutt/LCCy8AkBd2hZtQ24SvkTIzXE33ane5sJFtmK5d8/xFyszuNZeJhOzmZ5WSYnSyy8vLqays5OTJkxw+fJhp06bx5ptv4vf7LdeyIAjY7XZKSkooKSmhoKCAffv2kZCQYBWGWrJkCfX19SiKwk9+8hNGjBjBQw89RE1NDb/85S8RRZGvfvWraJpGeXk5/fv3Jy8vj7S0NCZNmsT69evp6OjgxhtvJCEhgZUrVzJnzhzKysp4+OGH2bRpE3379qW9vZ2RI0cyatQoTp06xXXXXcfmzZvJycmhvLzcGibz/PPPU1NTQ35+Pv3797diB8zjaW9vtxzUwWCQ/fv3W9dhR0cHr7/+unV+ysvLGTRoECtWrEDTNCsOQ5ZlbDZbVBTB4cOHSU9P53//939JT09n3rx5SJLE//2f8Tvrrrvuon///lRUVLBjxw7q6ur4zne+w1tvvYUkSVRWVrJkyRKrYFd+fj4rVqwgGAySlZWF2+0mPT2dyspKRFFEVVUWLlzIuXPnSExMxOncjSTNorpaNp/xxRVXXHFdlsxiSqaL0XwdWTAKMECebjjqZMlmgTVZsiFjQ1GDbCl+3lredJpeCW0tfpG5I68c7J0z/C4Lwka6VH2hDtx248ZYFMTOglyYsQKdQFQUJIaKyRasBjiZlMwgxTinQsiL4Gu2HKWaO9MoLAWcICK31cyhNau8XyIOIdZVqmkqp8R2REGy8lrLxSCaEG5H78zBlSWb4YSVwjf77kzEVmOUh+5KNfZVUxF9zYyyJXAoDGMVLRiV0xq1P5HFzbqBsbHzlHAWr3muR7Q00pouYo4z1EQD+Di9CmZOrhpR9MmEr6ZMF2ikElTjM3FqXuwRI5HUmNtyqZtznawa/eNIMJqqnLFeO7UWBvpbjGMREqIcn06t+5z/xI5mHH4NVRbo0dJZJDaRKgJOkfMuw9hj0wMEuzkeUwaI7Nxnn5hkQWUTYDY4jKgIHZGgYpw3M5vWVEB0Aenha80Avh1iMpIapEPqg0M3zp+kd9CWakPSAzg7uoI4E8ia7lcppKPYooG7boJS3YsqJFifl4ItKlbAPAYNEUnvhLGRmb6qICPpKsGYBxWSplp5uZGSJZ2gIlhZr7ZunLEme7xYUaxYSaKAGgavshQNYTVdxxZ2m5rtyZKZTXvh73bktm2ySMiMDAjfz4lSN8W1Yp21gtBleqzr1ZwWCU9FUYiKKNA0vUsOrHXssoCq6FY7sk1EliXQjaJblwrJDfkUEETLBft+4tqurDpzua/sNoz4u0j9x3/8B//5n//5oVr2+/384Ac/4LbbbvtIC3xdqXavtOIA9jMix9/+BlddBcCC9evZMG9e1PD6lrQ0WtLSLrQ6/oQEDo0fD8D2a65h9qZNDKisJLW1Fe3BBxH69IHx46FPnw++k9XV+CZPxlVXR+RzEseZM/DIIwDo3/8+wpNPfvBtRMrpRN6wwXD1ejs7i7z6Kjz2GIkxgOiDSEdnBzvYwpao6V/hKwxk4Idu/4umXr16UV9fbzktk5KS8Hg81nsTiJogtqWlJarglgm0IottVVdXM3DgQCoqKiznogkbTdhlOmDNbNfYofdmvqkJFs0/uJGQMaOhgcT2doI2G3W9e1uu7oaGBrKzszlz5owFME3Yarfb8fv9ltt15MiRVuGu7hQIBKwYgEAgwJe//GUOHDjA008/TWZmJqqqMnDgQA4fPsz48ePZuHEjx48fRxRFRo0axfHjx622LuawjY1+MM/7pToadXV1Flg0IbUp85ya2410OIMBl5OTk8nNzWXo0KFRUQ+iKDJ58mSqqqoQRRGfz8fChQsJBoPU1tZy/vx5cnNzycrKisrEFQSB8+fPU1Fh3DDY7XZ27dpFKBSy9q2wsBCbzWbFMjQ1NbFt2zY8Ho91HW3cuBGAyspK/vKXv1BQUMCePXtITEzkr3/9K9AZRVBXV8djjz3G1VdfzdVXX01OTg4bN27E6/Uya9YssrOzeeGFF+jTpw8lJSU8/PDD7Ny5E7vdTiAQYOrUqRQUFLBr1y5uuOEGVq15BaTiAAEAAElEQVRaxT333MM777zDggULrOuvd+/epKenM3r0aDZv3kxSUhJer5d58+bR2trK8ePHCQQCDBgwAIfDYRVIS01NpaGhIerzLSwsZN++fRQXFwMwcOBAXnrpJRRF4W9/+xu9evUiJycHp9NJMBjk3XffZcmSJRw+fJhFixZRUlLCq6++iqqq9O7dm+uvv57evXvz4osvMnHiRAoLCxk3ro39+9OJGRkUV1xxxXVRBRU/9W3VuO1JjHIaRTTK8VnD8MFwLIpIIEqU4wPdAGt2nJab0XSKuu3JdATb2FL8/EcGYU0YKugSkIgoSmwpfh6baMcX6rigm/XDqDs379aSFdYxarqGFh5ObMJHWbQRVP3YJSeeQAsnHaI1nF5RQ4yRcwAvZTaBvAAgGZmqmjsT3WY8HD4l+BA1EaWbYe8XUiekFdHUSKASDW9PhZ2usVmr1rqaanDO8HpC02kiq2aZrlkwAHJCQnq0mzUCcHUHiiMdsQCKFkLUTZAkRq070a+Bv4WQXSeh3VinJd1NyBYeFu8K4vJolhtTDbtBJd1vvYZoV6vhCm1DvUBfK1Frpl1Ms1ymqiBFAVS31oSkB1CEBBK0li7rS3qHNZTeOk9hJ6dN73pP5FRaSPamAxkIWhsqxrUiKboFlUUNenUUR63XlpCNjoQrHMYa0pz4xK7RB7GKBZqx4DVWZu6qqYDoRtZDqJj5s+G+KyIhe9gBGtQt8BqyC9bxdCfj3EjhNmxo2NARUenMcEWIiS2IAcqmKzlyX8WIHAwNwTruyEJcgAWgoRO0uuwavmD3o0ZNCHupOIBYp6oodsYQRAJT9X0UnDK3bZONfYuEsBdaXkKwCnhFRidcKtKgO+dq5LRY16sc3qdgINYBH17HfNaj6ZiQUZRFNEWz/gfQVN2KIYi8H/ryH/dccF8/j6qpqYmCmR/W/RoKhVi+fDm6rvPHP/7xw+7eFW/341AcwH5WNH48PP002gMPMOq99+hdV8fTDzxwWQWjYtWRmMirS5aArrPklVcY9d57sGgRAMottyD/539GFcG6XAW/8hVcEdCnYcQIDvbrx+hDh8gyh3Vf5OnaB5IgdNlX/c9/RgArkuCDKkSI9aznKEetaT3pyR3cQQopF1kzrgupvr6elJQUC4Z5unEuQycQTEhIsECSy+WypsfKBHDmsuZypoPVhIHJyck0NzdbTtdYh6stnItswkQzz3Tqzp3MiSBLpfn5/H/23jxOivrO/3/W0dXdczMzMNzHzDDch4qAiCgSUVAQPEDjkWxMspu4u/luNptv1t3sla+7j3x3cye7+e7G/BKjch8qoCiIcqOgIPecnMMwzDDM1dPddf3+qPpUV/f0DOOBmmRePHjMdHUdn/pU9XTVs16f13vFQw95nz+x3VSAKdadk5PD5cuXu4WvOTk5NDQ0MGTIEA9IX7hwwXPtNjQ0MGrUKG688Uba29sZNmwYZ8+eZcaMGZ4rtq6ujoKCAhobG4lEIt7++ftctFfEDvTE5ZtOWVlZnSCrgMfpYgpkWebQoUOA47B8+OGHWbt2LQsWLGDr1q28+OKLxONxnnjiCU6cOMGuXbtobW3lc5/7HIMHD2b16tUMGDCAkydP8p3vfIc333yTjIwM2tvbueWWWxg2bBjHjx/nzjvvZO3atTzyyCMcOXKEcePG0dzczA033ICu68iyzF133cWqVat46KGH2LdvHw8++CCRSIRYLEZjYyNjxowhPz+fkz475+XLl6mtrU06HitWrEgq1mbbNpIkcerUKZ555hlKS0vZtm0bsix7mbLz5s3j4sWLnDlzhqeffpoZM2agKArXXXcdP/zhDyksLOTRRx8lMzOT5cuXU1dXh6ZpLFy4kJ07d3L48GFOnjzJn/zJnyBJEtu3b+f666/HMAyeeuopli1bxvjx43nttdd46KGHqK6uZtSoUeTk5BCPxyktLcW2bW666SZeeeUVqqurycjIIC8vz4vf0DTNi8qwLIvTp08zZcoUamtruemmmzh16hRvvfUWNTU1/PSnP+XLX/4y9fX5vPMOvPrqJ1stt1e96tXvt+4c90VeP/YsGcEcx+UqZVFMmGqfWUw4J8XvlTgwSUBCkZOaHXSySjO1HOJGlFeOPIMqBz6WaAJV0ZAtp1EBWcOSTGJGR5fFqK6FxL6J34Vc4yuyJKMpIaJ6u1ekSlNCxM3kzMwS3QZFozxLolQq8qb74bacEmuQTqkxCE6GqluUSu4MQwX8vFpRrGo6nDZqWdhx51hLHVeww3nYsooEmHlDKQNO2C3IkszIuA0YVAVVr22p7U8qUgbItkVUT76uvF6XQVKw1aBXBCwQl9A12wFyYp9kifbcFDelO2Rdsk3MlKH7ACrJsQ5hqw1VspIyUrMs5/pPsZ15ZV/eqekOmVdtn+mEro+PyJ6VUubp0+SMatLsbN5VXTAblMnQ+jKm+TIWhgthQU9JWLNkyIo6jtvW0BB0KYRqx8k2HWjcqhSQZ9TSovQjaCcKovUE0ELi3i2qZCC7560pKUiS7LilpQCGlA84Ga6q3UpEGUxAbkOx24m77ZVsi4DuAGWv+Jaor+QCVtmFp6aUgSUFkNHRbJ0OKdlJJ+IS/CAWXAhrq2KmLvYnZRkXwvoZaeoIe1lypgmHbOp7siRhdDEsX8BXRXJa7S/ElSq/q9ayrOQiX2liBYIB8ZlyYbcPwgowqxtWp2Jfcjf34x8mvkDTXMeuYSUtqwUVDMNCVpKzYCU3RFdRZYzOyQPIqpMLK0ZnOq8/Zl7xEfXJ+V9hzpw5PcqA7YkEJD19+jRvvPHGx+ZSvVbr/aTUC2A/K7IsYl/8Irz2GtKAAWh//dfwyCMOYBT66leRc3Lg4Yfp29BATksLTfn5H36bksSGe+6hX329B0jVFSuwVq7EWrIE9eGHQQyXDgRgzBgoKuq8HsOA8+fR3nwTgHemTOHdadO4s6KC2954g6DrLowWFhL6q7/68O3toYzWVgLAgLo6Jh46xPu+LNCeqp12nuEZLpPIIMoll6/wFQKkH+bUq+4lijmlFohKVWZmJtFoFNM0iUQingNWQFMhkW2amifrlwC8YtsCbAroKByuYl3pMlDHHjniwVc9Px/18mVGVlayaN061tx/P8gyly9f7gQ5IeH4FUP4u1NLSwsDBgxIcnhu3bqVG2+8kWAwSFlZGWfOnOHHP/4x4OSP3nPPPZSUlCQVubJ8F1sCrKbrcxHzkOoGTifhHC4sLOT06dNpi3WBk5nrz4v16+zZs4wePZqhQ4dSVVVFIBCgtbWV8vJyOjo6PHfzypUrk4bcd3R0cOjQIWpqavh//+//MW7cOHbu3Imqqjz33HMALFy4kEgkQnl5OQcOHOC6665DlmVGjRrFr371KwC++MUvcvDgQc6ePcv3vvc95s+fT0lJCZZlsXnzZhobG1mwYAGhUIg1a9YwZ84czp49y9/+7d+yceNGBg8ezKVLl5gyZQplZWXU1NRwxx138NJLL7Fw4ULef/997rvvPgzDIBaLYRgG48ePZ/jw4Z7zNBAI0KdPn6RCWeAUARP92dDQwNatW9F13SsOVlZWxrJlyzAMw3N5K4pCIBDg6NGjHD16lKlTp7J7924yMzP5j//4D4YPH45t2xQXF3uRDV/72tcoLCxk1apVmKbzhP8f//Ef2bx5Mx0dHbS0tJCZmcnMmTN59tlnaWlp4Qc/+AH33nsvY8aMobKy0suDsm2b0tJS4vE4u3btQpZzgLvYs+ezU7SgV73q1e+H7hj7OG/XbHJgngtJigm7hZkS8LWaDkoMGVlNBl/C5SlAbNwFo7KkEFTDbDvp5HbPHvXQB27b68eeRVU0gmoIYRjTrTiKCxg/ydzZgFcAy+wERsVrTQmhqeGk9zUlhGHqnDCaGGM5t352IIhlRTlhJ77LNbe4lGWZSYWr/EXA/EoXg5AuU1Ws079cKoT1R05YtuncW1iGU/DKiGJjgWUiWSZ2MAHzRss5jmu3/RJWZiElbsRClZpoOyQgfrXkXEtG4onv4OsCfZFiriFARCOISvYWGKpNIC6R19hBWx/FLQSVLKcmfQK2CXdmwL6CjYIlhZIKUQEErWZkN+NWs9y4KDnfg68Akm0mDZP3PiCJLSEgrC0pHlx0lnUd0nYrlhQgq72JQDwBrOxQNhiXmVX2IFtPPE9ztJG3QwpTXOarGBCKOOsWjthYKLGPGeY5bGQiymBvmohDyDHribnQNWRdIWRdoVEdyoDoaeJyBm1KtucGNeSr31fJtkFcCqL5+saQMpJyXP37bUsycS2EbOudAKpzrBQv91VKGZcesGPo7rHSLOd8icmZXjtSoaopKegpbl2rC1xmem5xxwEs+GE6Nyw486RCWABVdiCs3+3ayflK13heFOMCku4bkpyqaWIF/POIOAO/xGsBRgNK+gdUyU75nkHY1EzY7pbpap2KAMVpMmAts/sHQ38seueddz4WoCkgqSiOXFDw8RQrv1br/STVC2A/Czp4EH76U4LuTTIXL8JjjxH/3e/Qfv3r5FgAnw08kCbT8YNKDwb59RNPMPT0aeLBIDN27WL0yZPIK1aA69gSsgH9jjvQvvUtuOMOBw6vWIH+6KMEfI+Uxh09yg0HDiC7T8g6Bg4k9LWvEfra1+AT+JAEfvELjMZG1M2bWbxuHQMuXGDz3Lk9KgTWSCPP83wSeAWYz3xu5Eaka/786Q9H/qJPkMgZDQaD3pB/v4QjU7hXhZOzKwmo2RV8hYQjVWxbQFIj5RFoV4B0yJkzLF63DgDrL/+SwE9+Alu3Ys6dy/ijR2nJzeX1uXOB9JDTX9DLr/79+1NXV9fJfZouNqC+vp7Tp0+zc+dOpk+fztixYzl27Bjjx4/Hsix+8pOfIMsy/fo5xUpEDIIA01frx/b2dg9AdwVWTdNEVVUaGhq8nFoBZf0SubXpMmLD4TAnTpwgEomgaZqXd6ooCvfddx8zZsygvLycadOm8dJLL/G5z32O06dPs3TpUhobG7l8+TJ1dXWMHTuWgoICr6hWZmYmoVAIwzA84J6ZmUl9fX1S3wpwKYbqnz17lpqaGmKxmPfea6+9BjiO6l/96ldMmDCBHTt2kJWV5YHcpUuXEggEqKqqYs+ePdx2222MHTuW3NxcNmzYQCQSYd68efTp04dly5aRmZlJVVUVf/d3f8f27dvRdZ2LFy9y5513MmLECHbs2ME999zDqlWr+NrXvsZrr73GHXfcQX19PbIsU1RURE5ODpMmTeKll17i1ltv5dKlSzzwwAPU19dz5swZWltbGTNmDJqmUVvr3PxkZ2fT3t6e5DLfvXs3sVjMy48dPnw4y5YtQ5Ik9u7d60VZ7N27l0GDBtHS0kJ+fj6NjY1s2LDB6/P+/fuzdOlSFEXhjTfeYOHChRw6dIjc3Cs0N39ybrBe9apXn33trloPJAobdQVBDSuOKmuUm83IskLciBIKZHqvIXmIuZC/8FSqMjUHAJm2SUAOsLtqPZZlorvO2YAcoD3e2mWEwLaTy7lj7OMewPXrw8Dcj6pZZQ96RccAz+VqIfJwNQxLR5UDnZy5GVo2lm1RoUmMNJ3lyqQsTtiJ78liwkhmDFsOc8xsStvf4EQdyLKSBGZFVq3sOgIty0w2kZCAswLwppNlmd58djAHuaMJ5AC2pSeKc6Egt5x3IhSA0uwi7GAUud15+GvmjwASD+39EF9I5M6mSoq1EhOj+DWIhxTCbSaGO1xe0UEhcW0b9zFVPziVEe7KILKtO25NWh0Ia4vCTh3IdsqwfOsyEhaK7XMtuxxJAEMBdGV3nsT0rkGmcHvqmkSmnoutZXDYbmVW2YOAk5n8+rFnnXMps7/TF60XSPXdBeI2uiZhBhLTHRDrusP1OHHN6cCAeQVDSsDykNXu7mMEUUq6Wc1DtXTCZsLVmwpk/UP6TVQvi1VPiVvQJWetih0jYF/x+kZAWH8BLtFnlhTCIuDBagFXA3byfUrQavegrL+wmoSFalsYtoiiUJPgq3+9VsrnIR0/1M3O95kiqiHWTSqIdJVRn/4YAj98VWSJbkyyXepqMQipMQKpMLSTK7aLS0exXGomLCScsHGfW1WAXUl2Hb5p4ifMNNEJqfBV0QJYuvHZyYCVpE5/T6/JNoAbb7yxRw7YtrY2zywDzr3TwYMHyc/PZ8CAATzwwAO8++67bNiwAdM0vfuv/Px8NLeW0Zw5c1i8eDF//ud/ftV1Dh06FF3Xe7Tez7p6AeynrWPHnOJUrt6bPJkrffpwy/btaK+9RnTkSIJz5hCrrCQ4bx7SrYmiT7e/8QbLP//5j9wEXdOoGjkSgBVDh9L/wgWm79lDYUMDigtYArpOweXLaK+/Dq+/Tqy4mODChfDjH3f6us9wnYp1N9xA4b/9G+E5c3oEPz825eWhbtqE/Q//gPT000zfu5czQ4ZwfNy4qy76M37WadoX+SLDGX4NGvqHIeHyTM0VjcfjaV2hWVlZxGIxZFnGsiwPQgpHphi+LqBhnzTZxgLWCpB5NYmsWdEWcaFSVFTUZVZqfmMjDy1bhmqa6HffTeCHP3TemDMH5be/hcceY8bu3TTn5PD29OlXbYOQLMtJeZ2pw/9FnwmAKpyheXl5XtTA3Llzee211zhy5Ah33HGHNyweEtD5ypUrXkGsq0kA6O7cySJbVMDzdBd7oVCI9vZ2MjMzOwHYvn37cubMGQoKCsjLy6Nfv37U1tYyefJkNmzYQE5ODgcOHKCiooIFCxYwYMAADMNg3759nDx5kqVLl6KqKuvXr2f69Ok0Njby93//92zatIlwOExNTQ1z5871hv3ffPPNrFq1iieffJK33nqLsrIy9u/fz3XXXUdJSQl1dXXceuutrF27lvvuu4+DBw+yZMkSIpEIq1evpqGhwYsiOH78OOA4WNvb22lqaqK+vh6AxsZGNm7cSCQS8YpYbd3qZEbX1NRQU1PD8OHDefHFF1EUhR07dgAwe/ZsampqPAfrzTffTEtLC6NHj+aHP/whOTk5PP744wSDQVatWsXJkycpKSlhypQpbN++nb1791JeXs4TTzxBJBJhz549lJaWkpuby1NPPcULL7zA6NGjeemll/jSl77EoUOHGDduHFlZWcTjcSZOnEhtbS3z5s2jsrKSmpoar0DcggULWLVqFX/913/Nq6++SllZGRUVFUyePJnLly8zffp0L0e3urqahoYGRo4cyfDhmRw6lOxU71WvevXHqe3lqwAH/Ikh8aqisbNiDTNH3t9p/hkli9h2cjmZWg6G4ZAGAfUs01/lXqbYcm6yjtGeBOyE/EW8DEtHU8OuK1ZBC4SQzajnyMwNF7CzYg11Lad54IZveuvYWbEGcCBs0HWGOu0Jc2vZko+voz6gZpU96AHh1EJl0BWkTs6KtWUVyYyBpDAGn4PQHXIvmTHGBgo5YXQNYf3Fufx5vSIWwrItsN0hvT6nLHTOYk1tq4zCISlCVqgPI7v4SpGMOBhxzMJSDkROEwyEmKAlRukVE6bSbsOyTMqJY1g6YwOFtEUTD5mv12UnZqCjFtvSMVWJ9nyFUMTpL5HvGg0JoOgWjvWBMAkrCeBdTaodccfCa9guqBPgNjUqoCtJmB58TchxvwowKNs6tlO7HoBgvJ3MaNgrtLY3er6Te1s8bDhktzJJyoZwPipgmE0ohu24gTUIRm0Mz5Vpue7YRNsDZtTLYVXsGDG50HXvOiacgB0jYLoRC7ZjiIjKifNQFeeQ2F/bcvfFmSIKYMVdIKpgEPBxMlMKYkpFBOxmQMHyAXPVjmBJAc8FmxorYKN4URGKHSPmiyMQkQoxt1CXyIhNbFe4meOdCnEJ+CogcCp81VSb9pjTFjVNMS7DlFBkx+XaVfxA0vbcn4osezEE4lZctj86yEsFqFcDsqlKLSrWVS5sV07W1OJdXblhFVUC3+dVwNdAhooRNd1cWAiEVacAl0+fGfj6CaunDtj9+/cze/Zs7/U3v+l8f37hC1/gn/7pn3jppZcAmDx5ctJy27Zt47bbbgOcEYD+UZPdrfM3v/kN58+f79F6P+vqBbCfpl59FebN816+fM89vHf99diyzPExY7h3/XoG1dbChg2EAE6cgB/9yJs/oPc8IP+DqG7AANa7Vb39ym9oYOo77zD5vfcIVleDOxQaYPusWZwdMoRHnncq0Jp33cW+P/1T5t922ycLX4VkGen//B84fRqee44BFy70CMBOYAKHSc7p3M9+znOeGczodcCm0cWLF+nXr58HpIRkWU4L9IT7VAx5Ea9FTID4QyxAbFNTE0OGDKGgoIBLly55PzVN6xK+pmafChegcHgKl62Ak8IBKqRFo3z++efJ6OggNmkSwRUrQPHdhDz6KPbZs0hPPcVdr75Ka3Z2p/NLOFFT5R/qc+bMGQ9gC4k+SwWofqev39F67NgxLly4wMSJEzsVtxJFs2KxWKe+EhA7tW1dQduGhoYuYbu/XWKeVKfzmTNnKCkp4b333gOc2ICqqiqys7MZNGgQ77zzDuA4VN966y1s2+by5cs0NDSQn5/Pq6++im3b3rD8sWPH8sorr2DbNr/97W8B50lqVVUV5eXlfP/732fq1KnU19czfPhwfv3rXzNx4kTGjx9PRkYGO3bsYPv27cyfP5/x48cjyzKvv/469fX1LFy40IsiuO2226itreWpp55i48aNFBUVcf78eW6++WZGjBhBeXk5d955J2vWrGHp0qXs27ePxYsXE41Gicfj5OTkMGrUKEpKSjh48CCHDh2iT58+FBcXJznENU3j8uXL3ueopaWFvXv3YhiGB9gty6KiooJoNMqZM2eQZZlNmzYBTiTF4cOHueGGG9i2bRuSJPEf//EfjBw5ksuXLzN48GCefdYpJPP444+Tn5/PqVOn2LBhAy0tLXzrW9+iubmZXbt2sXPnToYNG8a5c+cIhUL8+te/pm/fvjzwwAOcPHmSUCjEiBEjOHDgAOC4mGVZJien9+9jr3rVKwe+CjAoywoZwcTNXCiQyds1zt+tpojz905TQygu0GuNNXlZrpZtOoDPimPZJqFAJlWqRbEFJ6wWJ3LAdWIaVjwp91OVE4WpLNvqNCxflhUy3DzVNjPO8IKx7D/1Khdbz5Ad7IMsyR547XBzQmeNXMKmik3XrN96qtmjHmLbyeVJfQx4/eWXgK+GFfdcxpUKjEROArFAwmHqwtHRcg7ICsd057pMlhRUJeDkrRqGVyyrQlW8G8q4C2Mt20Tu5jYzHYSVZYW4HvUiJYoJY+aPQL5yBiwd4m0QzPXaB042LMB4rQgbpzhXd5oYGuisz9mg01YM8DnsohnO9Jjc13NS+iVZiSJVim5jB9wIABHD4CM+fldsKuwL2O3ItuwrBJUApqpuepmlZppYBzGfP2vWPzReOD8B8htaUA0JiFBR6Jga7hiyoNM6wTm3dlas4ZDdymQciKhKOZimYxZQ4zZ2N7d1ieJdtg/COsekj1FBTO6LLiU7koN2B7Yl+jzhalW6yR9OVYec7QFa4bRNZOb6HhC400Ssg+Q7Vv7+T7TN2W+LQFKEhGRbGJLmrjOAaute/1vIXtvNLh9gpHfACvkhrB/GKnJy/qvIWzUtG0lx7jtSHwX4IayzbgnDFwEQ1NS0ADM10sDqxirrjyVI+34aSJoOwqbK6EEsgKrKngtWCypJxbhMIxHK4cDXxMlrp7pyFfkzC10l99+13gb03AF72223ddtfPelLEaHX03WKeLXfd/UC2E9LLS1E77+fEBANBnn1rrs45HPCXurXj2eeeILr332XwefOYUsSme3tZLmuspacHLbPmvWJNvlyYSGvzpvHG7NnM+n99+l38SKWLKNrGvtvuAEJx8F73cGDMHbstbfK90RuIZmetuQe7qEf/TjIQRppJJtsjrj/3uM95jOffPLJIQe5q/ESf4RKha+Q+KLuCjAKiXgA8VPAUwFic3OdgmfCKSrgY7yLCI4hQ4Z4Oaqp2xLD68PhcFKmbGoEwawdOyhwpwVffRUyOxdTkL7zHcwzZ1B++UvuW7uWZ7OyODtsmPe++IJI3VaqLl68yMCBA6mtre0U2yD6LbWo1YEDBzxQev78eS8nV2SNCpgNzrHp6OjoBJlFP6ZGFFy4cIHBgwdz7ty5pHaKIk3duY7z8/O5ePFip2MuVFVVxYgRIwDYs2cPly5d4ne/+x1f+MIXKCgo4MqVK9TU1HDnnXeSkZHBypUrmTFjBqdOnWLRokVcunQJXdeJRCJMnTqV/Px8DwIWFRV5w1NENIIoPOXf75qaGkzT9CDzqVOnqKqqQtf1tFEENTU1jB8/nm3bthEKhXjmmWcAvLzX8vJy3n77bW677TYGDBjATTfdxLJly5BlmXvvvZesrCxeeOEFTNPk7NmzfPe732Xnzp00NjZy/vx5Fi1axMCBA3njjTe4++67OX78ON/4xjfYuHEjM2fO5Ny5c8iyTJ8+fcjKymLixImsXr2aefPmcebMGe6//37q6uq8TOMpU6agqiovv/yyd3xVVU3qg6qqKo4dO0Z1dTUtLS307duX1atXI0kS4XCY3bt3I0kSc+fOZcqUKTQ2NjJr1iz27dvHu+++C8BNN93E448/zrp161i0aJH7FPsU0C/tudGrXvXqj0MiM1VTQ84QdReWlSm5lJvNIDtOTMPUKcjsT2N74vtEkRTCgcT3bSiQ6bhdZaiUOrBs0xk+b8dQVWcdqqy5wFVLyoKN6u1oqgN6hPMTAsiSQpk7VFmKRagKqkw2Ne87+yKOazcSb/VyTcOBTA/CflakuPBZSOTfpstXlSXZ6x/LNokbJnag0M3Y9eeSqh7AlGKtICvYBB3nsBoibkSd/lcAM+7Bz5HhPA/IGlaQS0QZreRxSknAx1I7Ad0q3RxW0f5S93hgmRyh3Xuv2o0RKAn3QW51ryn0CHYgAzuY7bU1O5jnrVtqb3Cu+ZUgRlgjqrczOTwYOXIRohcTWa+yApaJrQYRlXnac5z2tIUGOrPYujeEXrVb0ZWQ54IVQ/Fly4GlRkBBRu8EWb1jYNlIpoli2Mi2CQJu6iZmwEJOhUEWno1RwSQacobKdyUbGdnWvaH1quXsZ94V5zrYUG1UQyJuRJk6Yn6X6wGYOfJ+tp1cjpU5MNHvPkmWA2INTUIxbAw1cZcVjLrAX5UQ2QmK2o7hFnBSbadduhRGwSDXvIAhZZBhJ9yHATuKIWnE0/SlKSkotpmU25ra51E5E9V2CmoB2JKGRcDL5e1KMlFsN0rA7zC2JQ0ZHZMghqShYGJInY+FiCaQsZBtKykXVrHMTiA9FcL6I1d1UyJlFH8nYGvbePEUsuQYzi0k5+N5FUiVCmF7IjFysdt5unCyOst/8IJbqiJ3664V69M0xYOwsiJhmXan+IFgSMGIJqYFMtSkLNhUsCfJCrZlInUB0f9Q9XFlwPaqa/UC2E9LP/sZoUiEhoICfvm1r3nV1P2yFYUDN97IgRtv/BQa2LXioRDvTJ2aNG3a3r3c9eqr3mt97174hAFxd1J6UGgIIEiQW9x/FhZrWcsRnNzDBhp4FsdBVkghT/AE4TS5Ur1Klh/EXQ1GggNas7OzsSyL9vZ2D6LqV3F8q6qKYRhJRay6UndtyGxr4+ZduxITCgvTzyhJKD//OfGzZ9E2buThZcv49RNP0OBC/6625XeeCuAqcjtTobJlWSiKQkNDQ6diYwIgZmVlebAV6DSf2L4AcMIVLC6i0uXDpgOsYp2prlm/BOAWPwOBQKfjVlNTAzhu1erqaiZPnsyBAwdob29n6dKljBs3jueeew5d11m0aBHDhw+nra2NLVu2cOHCBe6//35s22bt2rXceOONXL58me9+97ts2bKFaDRKRUUFixYtYvDgwbz++uvcc889HDp0iCeffJIdO3YwevRoGhsbmTJlCkOHDqWpqYmZM2eybt06Fi9ezKFDh1iyZAnt7e3EYjFaWloYP348BQUFHD16FMAbqt/a2ur1S2trKzt37qStrc1zrL7yyivePtfU1FBcXMyKFSuQJIlt27YBjnv08uXLXi7rTTfdxLlz5xgxYgQ//vGPycjI4LHHHiMQCLBy5Ureeust5syZw/jx44lGo+zcuZOamhoef/xxGhsb2bdvH4WFhZSWlvLII4+wbNkypk+fzoEDB3jyySfZt28fpaWlWJZFS0uLt8/33nsvBw8e5PTp0wwYMIDJkydz7NgxOjo6OHXqFIWFhbS2tjJr1iz27t1Le3s769evp7y8nO3bt1NXV0efPnO6PDd61ate/XEoEm+lKGeo97o1dsX5JSMXVdE8F+potQ/VdFCUM7RzjqgkM1oV8UPOew54NbEVFck0GWnIVKgBbxkgCTJatkXc6HCcr25MQamU5UE9oZKY4VW8t2WVWcEhnHTfM0wdTQ1hmHGCSnLe5GdBfrdrwv0rik/JSREFsiSjKSHPeXrCaMKyTaoDvgJVdEBQpSSWgBKSZTDGVME0kDpagVZn+D9ga853oR/SOfgnhNx6gTIZ7EznGkqKu0P/LROyMpPaLF85g51ZiK0EGa8WUi076y+JGVQF3UzZ3IFIzedATQxVt9Wgk/uq9eVgxzmut5xjJLYpSzrXGwFoTYBXS7YdZ677YEAyYsRCCdIViNsQEm7WxPWLP2JAthLzxsMSkilAqrMePxCUsFD0LoZH63anmlpqzFckyyVwAr7avuMt2cJ169+WjmLrgJLkwjVVCTWrFBOw9M5FUtNp9qiH2F6+ipxsJzagtBXPBeu1340lUNPkbPolIDWAqTmFybyMVgJYLoDXpSABH/hUfVBWAFfVTr6mlDv5PZ1jZaLQIeWgYKISQLFjnltYwvScr5JtJrl0xHRbUjwHMa6D1nI/SwK+KhjEpDCWGz0gYyf5ZwO2nuSAVSyzc76tC2H9Ltd0ObB+bhlQZOLpckyTYK6UBGEV2XF3+mGm37WaWuDKWUbqXNgrzajWVCj7QeIJUreRbpvpJGBuKtQ13H6RFQlZkTB1G7uLzx+AlEq5O73/WYGvEj23k32UbfTcAdurD69eAPtpqKWF6L/+KyHgrVtvTQtff9+UGodgDxz4KbUkRWPGADDqxAm233ILme3tNKYAsq4kI3M/9zOKUaxhTdJ7DTRwlKNMYcrH3uTfB6UrsgSdnZqpEjAwXQEnv/yFg1LV1RPY1MJaH1a3vfkmAHpREYHnn4fuPp+KgrZyJdGZMwm/9x6PPPcczzzxBG2+J4cZGRnk5OQQjUa5cuVKEsD0A1fhWk3tG/G7AH2pLtm2tjbvgig3N5empiavUJaA0kKhUIjm5uZObthUddWX4vh2BdJt2/Yctant9Gvs2LFeTmogEKC8vByAtWvXIkmS17Z3332Xt99+m9bWVg9Si+wfATVLSkpYs8b5fC5btgxwCr01NTVx8uRJTp48ybRp0zwo+qtf/QrLsviTP/kTgsEgu3fvZtu2bcyfP58JEyagKAqvvfYaly5d8qIIVq9ezS233EJtbS1/93d/xyuvvEJ2djbNzc3cfvvtDB06lEOHDjF//nxWrVrF448/zo4dO1i4cCEdHR0YhkFRURH9+/dn4sSJvP3225w/f57s7GxuuOEGYrEYO3fuxLIs7+GDePAQiUQ4evQo8Xjcc5ofOXKEw4cP097ezvnz58nIyGD9+vUAXl+OHz+eV199lUuXLvHjH/+YsrIyjh8/TkZGhhfZIGB2fX09//zP/8xU98HawIEDGTFiBKNGjeInP/kJAKdPn2bOnDkMGDCAtrY2br75Zt58800Mw2Dnzp08+uijrFvXH0i+QetVr3r1x6NXjjzj5q8mogPAcZAe0xsYGyikWupwXK22SbHsPsS2Tc8VCcnuR2Ro6WhEc+MAxiY5NvGmG6aelIcqSzIh102rurmXWCYllgwYoHdwPGA7cBE4EQowyq0QP8qQOe7uh2HGsWyLmPHZyrfWrTgaCSgs9t3vfu2q0JUsK8goWJZMVG/nfbPJcy0D2IEMJMsAMw6YYJnO60AG+If4x9uQkB2nrKyArJLKwyS3MBYuKDdVibJGd3SSGgJZRbJMpNaLDgiPRxjpLmtlFzHycp3XJrFNgrnuDAa2qjGm+TK2rFCeG2Kkme1FKYxpTn+dY2Egyyq6amDJvuxS9/grdgzNukxEGUzYrPXeVywTS5aIZkqdHKve/voKPYXbk6+ldM0BHJmtpvu+iSgiH81Q0KIWtow3dN903xP5p7aP1tpSImNU6gQhnfVnt0TQDA07mEOV+3maXpw+eiCdRN7wDaHBzv4rOUkQVnI3K2IJLDm5XwzVcQhb2CjuvEESblgRBxCyGjDkbPSUz7aAq2GrjYBlE3Nds4m9VJOArIXkFeyyUmCVPz7AyYZ1JECrleJolWzTyWp1C30ZUgYyFqkD/GVs1yntQlnb7DJ2IBW+CsXdPF1ZtrGsDwfZFFm+aoKwJEmubRZ3e3RywfqLXVmW7UUcCKWDoz1xxqZbv3+abljetgSE9V4joaeJIpBlyQOuor3pgKz/Lk4AV9uysQwLWZWwjEQOrBk36WGc8x+seh2w116//+Tv91D2//f/EYpE6AiFODp+/KfdnI9Fb0+dyhwXqACoP/oRuEODP1U9/DDRv/5r8pua+N//9/8CcHj8eNYvWoTVA/AtITGBCfShDzvYwUnPFwFx0sOlPwalg6/pMkXTFeECOsHXq4Fbv1K/5AW4HDZsmFewCjq7L7uCxqka6q5D6dMHbr/96g3KyCD02mt03HADeWfO8PkXXuA3f/InxIPOxV4kEiESiVCYxkkrhvr7IwNM0/SyalMlyzLxeNzr61QQKvpaZNwWFBQkOZCj0Si5ubke4BTFyYRS3bN+ZWZm0tDQkDbvVyg7OzspB9YvEbMAMGbMGC5dukQoFMKyLK677jra2tpYvHgxu3fvpri4mGg0SlZWFmPHjmXVqlU89thj7N69myVLltDQ0IBpmmiaxrRp0xg0aBB79uzh2LFjDBo0iIkTJ3pQU/Rn6lP7U6dOoeu65/atqalJG0Vg27YHe0ePHs3mzZuRJMmDmHfffTfNzc2cPHmS9957j1mzZpGRkcGUKVP4wQ9+QP/+/Xn44YfJzMzkhRdeoKOjg7q6Or75zW+yb98+ampqOH/+PA8++CD9+vVj8+bNzJs3j4MHD/Ktb32LF198keuuu47Tp09z0003kZ2djaZpTJo0iZUrV7Jo0SIqKiq4//77OXXqFKZpEovF+NznPockSdTV1dHe3k5paSkDBgzwqouGQiHi8TgtLS3ecWlsbCQ7O5uLFy/y85//nNLSUr785S+zbds27r77bg4fPszy5U7xl7a2NmbNmkVmZiZjxozh2LFjnDunAblpz41e9apXf/gKBTK93FShoOsgDQUyqbSd72ABWy3TpEzJBVmh1ApTHVCwbJNSKcsroCQkoG6l1AEqjDRk1wWb7Pj0RxH4VWxpDkQEjhNBjOY+LLlA0YSTWogyJRcp1spoOYdjLphsbL/A3RO+etWROJ+0GtudkTB9swZ707qDrummqThO1LjR4QHrailOSbrhyT74KkCUrtkE4iaSZQJxt9R6HpIRx1ZFRXLnesj0DVW3ZYm4FicUNRNw1TaxVc1dl+usddtt6y0gS8iWBLFWx30rq0hGDCvsuKXLIlHsYAAkBbklAU4TDmcFLCcWIaaZpDrKZMsZTp/Z0YgelMgwz3kwVTg40yUM6AEN1XfOBTsMYmEVS064ZQGyrzjrEAhRMXAKK6mOmzQ1P1UxbNqz0o+0Sx91oBAyGslqcnNkDQmIU5nn9H9LR+cRTz1RpdRBPKQwNlAIV7p+yOqHr4rPFWv5oJti2Mju8VUCrRhusSrFjIGC61QNEifTe5ig4BTf0+xYEtzMtJrRXUCq2RGvOJclqUnGYlNSUVw3rYzuZcOKbFog4Xalq751ZLgF14TrNZ382bUhK4ouBTDkAIptoqdYnuNGyjko28g2Hoj14KwvrkDAScu2P1Dan5kGkqbLXRWO1Q8TGfBhlQp6U18HFDkthE0nP+QNhhXMSOJ4pOa+AsiqhG2RFEfgTJex0jiNe9Wrj6reEMtPQ+4FXCgaJbebquO/TwroOmcHOxeA0YEDod9nJAcwK4vQd7+bNGnCkSOMcaua91SDGczDPMx4EsD8IAc/jhZ+7Eo3POSjKBgMpp2uugA7Pz8fSD80XbgtwYFzXamn8DWdRDEokVkqtiNulPq6jmcBXzPdPFdNS65QKvSmW31RPnECDh9OO08nFRYS3raNaG4uA+rqWLJiBXKKi7ShoYGBKc5wAUIVJfmCTLS1b4pbW8DnS5cuEQwGu4xSEBBVZLaCA6QhAWmHDRvWyWncFXyFBNTtCr5CwrmcLv9VQL5BgwaxZs0aLl26xKVLl6isrPT24/vf/z7Nzc2UlJRQWlrKyy+/zPe//30vAmDUqFGsW7eOzZs3c99997Fw4ULefPNNjhw5QlNTE//wD/9AcXExly5d4sCBAzzwwAP8xV/8BdXV1QwaNAiAv/zLv2TMmDGMGTOGfv36ceONN3LfffdRVFTEkiVLCIfD3HfffYwYMYIHHniA+fPnM3z4cIYMGcLkyZOZOXMmeXl5gHOu5eTkIMuyB9Dj8ThHjhzh5MmT2LbNhQsX2LhxIytWrKCqqopXX32V1tZWli9fTnV1NZs2beLQoUOcPHmSvXv3Ul5ezk9+8hMKCws5fvw4gwcP5mc/+xkbN25k9OjRDB8+nO3bt/P0008zadIkJkyYQL9+/di6dSu7du1i6dKlzJ07l7feeoudO3dy00038e1vf5vjx48jSRLnz5/nqaeeori4mEGDBlFXV8eiRYuYOXMm06dPBxKfJdu22b17t9emqqoqJk6c6L1XXl5OW1ubB8Njsc6F2XrVq1798ciyTTr09sTQcklxh/GHk5yZUb2dqJupmnC6KhRbmpMH6gIaw9KdLFYXKqo+B9lxKUZVQGJk3GZk3GaUFWCMHUSWZMZrRUwMDaRMyaVMyaUkZjhD0M24A1997VVlDcsyk2CvFHfmGav04XTjMdqinR+IftqaM/oR7/eo3o5h6RhWZ0Asy4lCZf5MXv8+W7bpAdpiwk4kgWUixSPOfz3iumFxwKoLX+MhGUuWiIWcof2G6hs+78/otGLYsoSpOv/jIZl4SAyvNzHsFjeTNfm6KRYCXe1+dJOtOteoAq5LsVakWKs3PdEGHYwolpzIegXHlWqoif/OumwU3U6KDhCuTdmyicu5RNU8omoehpwMX7UOi6wWm/xGicyIc76GIhZatGuQEwt1vm6XLdsDmpYUSIKCls/57MQOtKPY7WS1NyRFGAiVxIykqI4PotmjHqItesXZlhvjoFqd4aNkJRyx/mnOviSDaMmykVJAmC3JaJavGG4Xea0BO0bAjhGy2pHRCdqtBO1WJExUYknzCmdwct8FfL+HsAl4LldnGRMZHRk9yVlsIWNIGrYkJ8FXybaS4in8ErDY73wN+HyqRpqcVxE/IMt2JzgLdCpaJV5btgNluxtRr8gyiiwjS5L3P53802VZSgKaqWC0J7ra9sR2ulNXsQSqmji2mpbeeSxcr5IsEc5MdiHbFt06XiVZumpMwSchSfpk/oMTQTB27Fh+8YtffLo7/QesXgfspyDpG98g9sILBN97jwdWreKZJ57AVj4rGSMfTBltbczftIkxx48j2zbxQIDQsmXon4UCXEJ/9VeYhw6hPP88AIaiUOvCmJ7KxGQTm7w8WIACCj5Uc0SRKaFRo0Zx/AMC4e5kWVa3w78/iFRVTapk75cYpt7dUPbU4j8fh1KdtgJKCletgIDCzSngrnDACpDYVf9UjByZeJGRkXaetCouJrRlC/Gbb6akupoFL7/Mi4sWJRWjExBSOE8FtBNtFo5WAY/9LtdUV6w4LtnZ2d4+pZNweIoCWUKnT59O6kvhwg0Gg10ec+FsTS3c5Ze/CFo6nT9/nhkzZnDhwgXC4TBDhw7l8uXLvP3224BzPu3fv98DxuDA69raWi5fvuy5U1988UXAcbKeOnWK0tJSli9fjm3b7NixA3AeHpw7d47y8nIqKyuZOHEiFRUVDB48mP/8z/8E4Itf/CKaprFr1y7efPNN7rrrLsaMGUMgEGDTpk1cuXKFhQsXEg6HWbFiBTNmzOD8+fP8/d//PVu2bAGc43TnnXcybNgwdu/ezcKFC1m5cqXnHp03bx4dHR2YpsmIESNQVZVp06axZ88eAoEA7e3tzJkzh2g0yvHjx2lra6OwsJCcnBzvmJumyZkzZzzXKjhF1w4fPkxzczN1dXVkZ2ezevVqIBFF0NzczPHjx6mpqeFXv/oVo0aNYtOmTbS3t/PLX/6SYcOGEQqFKC0tZcuWLRQWFvLggw9y9uxZRo4cSUFBAYcPH8ayLG688Uai0SijRo1i6NChvPzyy5SXl3PkyBEeffRRRo4s5uDBruNDetWrXv1ha87oR9h64nnvtWUnj3bxQ05NCSWiAVxVy3EMF/SJ7/ZEAS2Im1ExuhrLMokbHaDkuROcN0ZJITBiCTDnQiM7mE15GletgI8ZWg4lug1WBFsNcsJq4eTFdwB4bPo/fqj+uNa6e8JXAafwmZCqJQMGsb+yonj7KjJxEzPpyJLi7L9xBXcBMBPXApJlen0MYGh+NyseUBXMqiNTQfVtQrg7TV/zJN/pEYg3e3moSkqm6OW+ACqZzWbifStx3aPEDGzX2SoFHTdse6iDrDYHzsTUCKgywYhFR5azkXhIJhbUEkWrXDekjZxwuwK6nOe0z7pCTMvs5I4MdcQwgs6+5V1yrovtYGL4bjiuYtOObOFBRysN0IlmyoTaLTemQCIYtWjPFm7LkGfWtSXZKfbkdpbILBXFwcS+hdtMrx0VmkR7x4ePB5pV9iA7K9ZwiDiEMrkuEkty7PoloKv/PTnNftuyhBqzkdQ4ZkDCdOMHBEw2pUxClrNPYesiiil5QDQRF6BgSkHPvWqjEKDDyct1j5Pl++nPixXQNBHvILuv5aTtSOjYBBy4a8fQbGiX85P2OV3kgD8CIWxG6FC6vp+wLClt7muqZImrxgx0lwMrJEmSlwcry65p/Wrbdt2wPcln7XY9vtzZrrbjl3DgKrKE4vap3wkrYgeMdJm47rKBoIzvuRuKC23NeEqchHvOWoaNbdtIspTWMfuHrt4IgmuvXgD7aSgQQJs7F957j0G1tQw5d44zvurpvzeybR5YvZoRp04BELvuOoI//znMmOG5fD8TUlWUv/s79BUrCBgGW+fMoSk//+rLubrIRV7gBZpJuJVLKOEe7vlQzRGwbbDrGD558iTjxo2jtrbWgy2hUMhzdn4YxePxDzSsvyulZoEKcJia99NVpqtYXpKkbnNde6qsrCwuXbrktaO7fhIQMzMzk7a2th7FDwD0u3gRS5KQbfuDn8dTpqCtW4d1zz1MPnSIK3l5vOU6aoUyMzNpbW1NG8/Q0dHhwU0BQlNdrqkgVhwPcPOdutDFixe9bYp1CPgaDAaJRCJpYyRS19FdBEE4HE6Cr+I8SX3o0NbW5hXjqq+vZ+HChUQiEaZNm8abb77J2LFjqaqqYv78+QSDQZqbm5k1axYrV67kC1/4Ajt27GDJkiVcvHgRy7LIyspiwoQJFBcXs2PHDm8o/fTp04lGo7zzzjveuRgOh5OcvmfPnkXXdQ9Onz17ltOnTxONRr02vuoWGBSwt6SkhJdeeglJkrzc2c997nOcPXuWiooK/vVf/5WbbroJXdeZNGkSP/7xj8nKyuKLX/wiOTk5rF27lra2NqLRKA888ADvv/8+Bw4coLGxkUWLFtGvXz/Wr1/P/Pnz2bt3L9/+9rd5+eWXGTlyJGfOnOGWW24hNzeXeDzOlClTWLFiBUuWLOH9999nyZIlVFRUoKoqkUiERYsWIcuyFzUwdepUioqK2Lx5M+A4ktva2nj33Xepra2lsLCQxsZGxowZw44dO8jNzWXp0qUMGjSI1atXe1m648eP57rrrsMwDG644QZ27dpFU1Mfei8retWrP26V1+0HYNKQW4FkgCrgXyiQiWU5+ap+CCvgq2HpDhxNAYX+olMWznuH3arqGcEcSgznu/CkFAUzyig7xEnVQpYV4kaTk3HqukTFtvzOz6pAB6WtLR68DQeyeeCGb36MvfPxa+uJ55FlxYsPgOQcWKFiwlSSDKDBAbTjpGzH4epzckodiesMKWUZW5ac4fPYmCpg4Q2Zjymdr0MEjLN87DKuZHrAVbUj6IHEeSCjE5dzCceueIWtLAK05gYI6HFsxSlWJdarB2TwiuJGPSh6JSjAn0JGq0lTUYCA6xDtCCX6CyDug2qxYACZqFfoChwQG441EtdCYOuYUgjVcqhOOtep01Eu/LYkLNl2XcAJx52pgiRDMGoRD8teRixAe7bzuTGlIDJ6knPTL81yriMFzA5FnJVLcgB/q1IfhnxQzRx5PzsrnLz9ozl5jLvSiGqQ5Hr2yx+jYKpSUrEuQ5U8GC1bgG6jEHX6FrxiWV1FASTiAnQkt0CWKFBm42S6SphexqyQhIXkIkzbddV7IFbSkOw4tqQk1iH6TAJ8/Z9hNRN12xh34zVk2/Ccsan5s7oUQLV0zwkbwIkiUBU7qfhWqvzvW3bXLlC/elrECnwwlM7zy5LUCZJ2td6e5r+m3XZSJm3PzFvdxREIR2w6ICukBRU62nUUrWsQa7rud1mVPTD76aq3CNcfknrvlD4N7diB/X//LxJQVVxM/WdluP4H1IiaGg++sm8fQbeAy2dOsRjRxYsJGQaVJSXsdYfZ9mhRYjzDM0l5r6MZzYM8iJJaurSHst0vm3PnznnD86uqqpJAYjQaJScnh2HDhnE4ZRi8AHNd5asKx2Qo5FzI+PNFhQQQE8WYBgwYwIULF67adgFRU79s/U697vb5o0iSJNra2pIKSKUO3Qe8wlPCFSrgZFeFo/waXl3NY7/7HbJt0zFuHOHRoz94Q+fPR/6f/4Evf5lb33qLmuLipAcs7e3tBAKBtMcO8JylWVlZSU5U0b9NTU2eEzW1yFY4HPbckw0NDZ0AtdimH4aC46bNzs7m0qVL3ULYvLw86uvruyziJfpXFAFLPU8E+H3//fe55557OHz4MMOGDePXv/414GQB5+bmeq9nz56Nqqq88cYbvPHGGyxcuJA+ffowduxYfve73yHLMkuWLEGWZZYvX05DQwOtra38+Z//OTt27ODMmTNUVlby4IMPkpuby+7duykqKmL//v38zd/8DRs3bqSsrIwLFy4wdepUhg8fTm1tLbNnz2bt2rU8+OCDvPPOO9x///1EIhHi8TgZGRlMnDiRYcOG8d5773n9MmTIEOLxuHfMZFmmtrbWg71tbW3s3LmTeDzOiRMnACguLvYyVYVjVdd1NE2jurqan//850yePJl3332Xvn378stf/hKARx55BE3TWLlyJa+99hqLFy+muLiYpqYmNmzYQEtLC0uXLuXixYu8+uqrSJLE7NmzKSoqYt26dUycOJGsrCz+9m//luXLl9OvXz9s22bOnDlcunSJgoIC9u/f77Xp8uXLnDhxgtLSUs6cOUNJSQmWZaGqKoqi0K9fP0aNGsWFC7VAovp5r3rVqz8uCSfmhEEzMUwdVQkQM6IYkk5WKM+bL9WFWu0rwCXgoSprGO61l+rmRIocWMs2PXArwFIk3kKFgJDuV89RuxVssFx3oBOHEPLiDwAPXEp6hBLgWFgDbKaOmM/UEfM/hl65dtp2cnkSlBZRDSIP1z9d5O8KWZaJYekJ+ApIRsyJGwAnL9WV97v46bpN3fplBOLOjbuhguJmxwZ0C9l2Xa+q5MHXVPenJQWIS7kodtR1eybcix3BPASlFaDNCLpxVqrpAdBUeWBWCaHYTlsj2c569KBEXM5NyvwUQ9DFNmSXZsro4M6X3eJsK/tKO439MilqjOIk+YUxrXYUORMCigPvRZSCz5ggu5meJjaWJKIOHORhyxCI2UmAWshO466UXderf8g+JIqICUl6hJN9+mKYH48pJgnC5hUw7krXmbKShVcQSzHspOOu+l5b2Ihx86FolHhQQbavOM5UG0BDxkgutuUrmCVhenDacasm+kuxYygkYGuq/OcAiMJmLqD1wV9nvuRzTXHPmUyrhXY5B8U2O+XC6imFvVRLp0NOzsgWgDWg2EkuWME6VSURRZAKV9O5SFPvt67mgnW24cDWVI6aDsKmU3fRd1eDs905YrvLnw0oMjGfU11VZeLxrl+nSlFlTBfSKpqMETWRXXj7x5772uuAvfbqBbCftKJROh54gLBtc3DSpE5DlIUsLJpwgEsLLbTTThZZBAmSRRbZdJ2n+UmpPdP39LgH8O7TkvXP/0zopFM868VFi5yyj1dRAw38nJ97rzPdf3dyJyWUfOxtTOfibGlp4fDhw4wZM4bjx497sQIC8AiYllpsSkCwc+fOUVpa6hXdSV23iAfoDr52VQwqVT2Z56NKXCgICNxVuwWQFJBSwMaeRDIEYzHH+QqEv/GNtJ/NHumJJ7B27ED+7W9Z+OKL/PLP/gzDlzmbWsijsLAQXdeToGxjY6MXo5B6HIRbMz8/P8mNKkB7Q0NDpwJbfpmm2akomZi3u34Sx0DA/a4qn54/fx7AO2fFMRD7IEkSGzZs8NYhlJWVRWtrK1lZWRQUFDBixIgkGHzp0iVqa2upr6/3nJjr168H8ApljRw5kuXLl2NZFtu2bQOcz4jILP6v//ovbrjhBo4ePUr//v35r//6LwAeffRRgsEg5eXl7Ny5kzvuuIPi4mICgQDr16+no6ODe++9l8zMTJYtW4ZhGJw7d47vfve77Ny5k6amJurr67n77rspLi7m1Vdf5b777mP16tV87Wtf480332T69OmYpomu64wbN47GxkZuv/12du7cSZ8+faivr2fRokVecbD6+noGDBhAUVFRUoG5y5cvo+u695ChurqayspKmpqaOHfuHJqmsWrVKiABdsXfherqaqqrqyktLWXNmjVev915550MHjyYS5cuEYvFaG5uZuDAgWRlZRGPxxkxYgQjRoygsbGRu+66i/fff5/n3ViXiooKbr31VsaOvYGjR9PfEPeqV736w9brx55FVTRGD5iWND1Ty8GyTaJ6O+O1IqqVDooJU24633eldhhsp9CPLCtYpoUqBzyA6Hd2GqIOkgth/fDRMONezqVhxtHUsJNBa8W9+Q0rjmHFPWetALtlkShYJnY4jzFksLfjDK8fe5Y7xj5+zfrr45Blm2QH+6QtvJUKYS3LgdYj7QBVqkWxpTlsU3dyXv1xA4mVuLeJigZmPFEsy5UCSLEWbBVQgmC2ePEBliQRcnNPFcOmI0tJAoyqHcGUgki27AFFW5I9h2I6qXYEXXKOmWzrGHKGB2EFlLORMbUgtqSg2FFMKYhixzxIZ8gZ7vwhJDuelPMpJNlmJ/AZiipEQ07bCurbQc0ESQHbRFFykjJnbVl1MmlFv6maF5Hgl+3rj5BbKCiSJaIFLOKyKGppAoFOINGQMrzohEDcTgKwFflO/n9cb/fc3h+HZo68n5aze5BbL2IHs1EA0+xZvIFkJe+zkJyGd8noLr7tXK9BtvUkCCujY7rgVSZxP2V3YZTxg1cJK8lFK9lmUiSBcM2KwlqmC17D1iVMKQOLgPee5BUNSx9LkCrDlJJcrgHFJpYm99WvVAjrz2QV1+j+gl227exJOqTojyIA0sYR+CFsQABK3/av5rZNB2fT3Tek5sM68Qg+IP0BowDSwVdZlrB92/GiCIxUB6yMqX+2IKzk/rvW24BeB+wnoV4A+0nrnXcI19cTCYd5Zf78JMATiMWY+vbbVBcX81eDnidC1zeys5nNrdz6SbS4S9UXFbFv2jSm7dtHbOlSgu+9B2PGfKptSqfou+8iLhmLLl6krZtiUAAGRhJ87UMfD7wGuhgCdC0l8mG7qr7rn56a3yng67hx4zh+/HjSl55hGKiqyoULFxgxYoQ33NqvTwKsflCJ/b1w4UKn/fXDaAEphRs0XURCqk6OGcPZwYMZcu4csX/5F4LTpoFbdOiDSv7JT+jYuJGChgbmbN3K5nnzvPdSnamRSIRIJEL//v29zFZIFMUSPzMzM5PyXuvr6wmHw2kzWwVQFZEGqY7pdJEMAvR2BW+bm5vJzc2ltrY2rbM6VV3BXNu2PYAuzslbbrnFg7Lf+MY32LBhA+FwmMOHD/PVr36V06dPEwwGGT58OC+99BJ/+qd/ymuvvcYDDzzAuXPnkCSJnJwciouLGTVqFNu3b0eSJAzD4Pbbb6e1tdXLmS0qKiI3N9eDuODAXV3XPaB98eJFXnnlFSKRiPc5euWVV4AE7B0xYgQrVqxAURQP9s6YMYP333+f2tpavv/973P99dfT0NBAWVmZ52B94oknyMnJ4cSJE6xYsYKcnBzuuusuqqqq2Lp1K5FIhLlz5zJo0CBWrFjBsGHDOHXqFN/+9rd5/fXX6devH42NjcycOZNBgwZx5swZbr/9dlauXMmjjz7Krl27eOCBB6itrSUQCGCaJjfffDODBg3i+eefJycnB0mSuPvuu1m/fj233347586d47e//S3jx4/n+PHjPPLIIxw+fJhQKMTIkSPZt28fP/rRjwAHAE+ePJm/+qu/YuPGjdxyyy1u4bHjwO9hnE6vetWrjyxZVlAkxYOBmhpKAqSa4oCLYksDGcoUFy65bthSO0y569L0u2AjsRYy3CxLVQkkFROybBNNDRE3oklRBqqiYVhxVFnzIKssKcSNDizbcuCkZaL6ssb5iEO0Pw15xc5kpVO0gPO+r/iQbRE3othyDsUoIIPcnhxTJVlmkvMVwA5kIFlGAr7KSlIWrJ1VBHoHkhFDDvbFMpzrRs3OBje6SzFssq4YxEOyB+Ai2QqhaBR8wEyybDoynCgBxY660NTZlppUsT7q/nSGmptSsqsQHIiq2DG0Doto2IGjqhUnoDvXJVEtm+w2BxxacuJ6yJYlsq4YSMi05UhejiyAFhXD5iWIR7CD2aBo2PLVb6clOYhtxRznp+9QyRaYok+yfA8UfMPnRdEtybZcCGsi2zrBeLtvPZ0BlWHGUeUAsqQQMzsbPT6sThhNaNnOZ7Lk8jkH8KUBqwK4ShZe2W+vMBcJF6y/IJcWM7FkvOgJcJysEsmu1ERfiHmc/fNDV0sKIWF6UQIC2jrQXUBTX/E9/+8usuzqgYAu5Sa9NlLcroptornQXcQUeEW5UmIHrhZF4FdXwDPV+SpLPYssuJrDNd37Ig/2w6or80b3y3SGscGA8oGjCCzLJh5LPqaKKmOkHGfZF6Uip4lV+UNWrwP22qsXwH7SEkAlL4+4W10+2NFBWUUFt775JgWXL8PWrRhT4Kk50BxOv5ptbGM84z90IaiPS6/Nncu0ffsIxmLEnniC4O7dn2p70inj2WehqAiArB7kkP6KXyW9XsISBjDgmrTtg6gnw/i7Al5Hjx5NO124RdPB198HpYJHAV8HDRqEpmnU1NR84BzcTfPn86f//d8Ez52DSZNgxw6YOfODNy43l/Dvfgfz5jF93z5ODxvGibFjgYTjeejQoZw5c8YDmaKQUir8FMe+vb290/D/jo6Obof/NDY2Eg6Hk7Jfu5I/3iBdZEN2djbNzc1euz+ssrKyPPeycHZeunSJAQMGcOutt7J8+XIuXrzIL37xC2688UbOnj1LMBjkpZdeAuD+++8HoLS0lH/9139lyJAhfP7zn0dRFF544QXq6+uJRqN8/vOfZ8+ePZw4cYJTp04RCAT4+te/ziuvvML8+fPZtWsX3/72t3nllVcYOnQo9fX1TJs2zXOOz507lzVr1vDwww+zd+9eFi1aRDQaRdd1+vXrx4ABA5g4cSLvvvsulZWV5ObmMmnSJHRd9+IJMjIyiMfjSf1+7NixpCiCoUOHdooiMAyDd955h1OnTvHLX/6S0aNHs2fPHjIzM/ntb38LwAMPPICiKFRUVLBnzx7mzp1L3759uf7663nuuedQFIWlS5di2zYrV65k0KBBlJWVMXXqVI4ePcqaNWs4f/48Bw4c8KIXLl26RG5uLi+99BKFhYVYlsWePXuoqamhoKAA27bJz8/3ioWVl5eTl5dHQ0MD/fpd96HPiV71qld/GBIgVMBBERFgWDoH4+cwbRNFUsjQnIfhIoO11A47v1sOLBTOVVlWiOrtnhNWrHe0nAOyQqXdxthAIdU4zlqAcrOZuOkU6dLUsLucTCiQSSTeimVbSc5aW8tAao+A3sFJTSI3XEhrrImtJ55nzuhHrnWXfWjNHvUQe6tfxp9PmQpjBcy2bCdzV5LUBEDVI4l8V8sEWfEgrB3M8SIHbNU5plI84g2v9zs+CYSxZQW5vQHT8pkFgglIJekRbDnRrkAXuakh9/pIc92zqfmxuZF6Lhc6cCAjIsBpG6phE82UvUJd0QzFA3tZrVF3HZKXs5p/+YoXnWBrGc6+Oa+w1RA2kNUSx0ZHkgNYuDUNLBuQsLEg1gxqCElWk9zBkpVcP8Ev2bKR3V1XDEB2fqYDmLKtY0oZSJjYKF4BLuHgjGmZBOPt5FxObM/OG0aVaiWK2bnHP6iEkGWFbSeXY5jxj+TunjpiPvtPverujzg+6Y+n2LfUQlySBYrlFIEy0mRsKrqN6Xd3psmDlXwO73QxA6rdiukD2Qnna/cPW0R/+7ch+l61IxhyBpp12csNVoljonhtVNz1K7ZJXEo8GFJsE8Pq7OgVMu3OMNYwJc/RmgpUHXdq+nX5p6dDlOaHyG1NJ+HIVVKiRXqcQ9uFQ9bvvPXHFKSCX38erKrKScBVFOgSUSiS7EQykL7O8Gdbn1wEbK8D9hNQL4D9hGUtX44MtLhPFvpevMhX/ud/CKQUO/r6fujXDt9cOgSAKFHixJMKQR3gAHOZ+4m1PZ0sReFKbi55zc0E9+z5VNvSpXxOw9PDh3c76zrWUUfCgTiYwZ8J+NpTfRxZq7/v+ihwsLiykgfcKvJC+n/9F4EPA2AB7roL67HHkH/3O5auXMlvH3+cU8XF3S4ingp35TAV8DVdVqumaUSj0U7vCZDaE0ezcA6ny8sVYPjD9q/IHhbuWz9sFjByz549jBw50mvHgAEDPPArJIb719XVYds2Fy5cYN26ddi2nRRFsGzZMmzbpqKiAlmWmThxIrt27aKqqoqf/exnXHfddRw8eJDCwkL+53/+B4CHHnoIWZaprq7me9/7HrfddhtFRUVMnz6dZ555hqysLBYvXkx2drYXRXDq1Cm+853vcOjQIU6ePEkkEuHWW29l9OjRrF69mmnTprFu3Tq+/vWvs2/fPkpLSwmFQrS0tDB9+nQOHz7Mvffey65du+jfvz9nz55lwYIFaJrG888/z7lz5xgyZAglJSVJfW8YBpFIxHvIcPHiRRobG+no6PDmW7t2LZBw7ZaUlFBVVQUkYO/x48e57bbbkGWZS5cuUVZWxtGjRz1X75gxY1iwYAGhUIhNmzYxb9483nvvPV5//XXv2A0ZMgRVvfqQu171qld/uPI7LoXbFMC0TTI157pXkRQ0NZTkRLVsi2N21CnOhR8emp5ztlTKciaqJDkwAY7pDU6WKTGnABfJObPO9kwMUycUyGSMqXLcBWqypCBFW5wh9ECZlEU5bQSVzq7Kz5oc+Eon96uA2v7psqQwSclDikecIfK67/rC72hVg87QekCKtSaG0QezsdUgkpFML6RYK1LHlcRrAcpk2R0LnVh3MO7AJ9uKoUVNZFQM2XBiCzT3+FoGkhEn5na/Ytgohk00Q/ZeZ0TavGJTYnowYhGMWN72A4ZEW1YKrIlbBLoYjW9rGUnb9ysJvmpZEI+AluX0pevIluJtSMjY4Txnn23TWZe7/xaGB1nVlKxWXXPAsIhviIaDmFIGip0cr5CqnJbWRN/F27zCWyWGzEkfrInq7d5nTZEUusbDPdeU4Xex/9SrnCzoT1ljLal0yB8rIFsOBLTlRHGudPNasvPfFpcSPbyl8cNXr8iWiCSwo26cROL6ROrC7S6iMJzlfLEYtpUEe53pChYycTmMgYZim5hSIvcWEsW4NCvmuWCzpQ7iikbMSL5eMn37KiBsT12xAIosY5AMXr3CvJ2KaaWHrz1lsqkQNBW+djXND2W7M46I91LnkME7jHE9cRYHFJmOmPNaQNjuHLpp3bRZAfSosw7L/RyKQ56mpuEftHodsNdevQD2k9TbbyO/8AIAO2+5hczWVh597rlO8FVoaNaNPMHdSdP+iX/yfr9M5yI4n7hsmwwXEumPPfYpDNDvgXJyiOXlEbxyhcVr1/L8o4967mO/dHQOcch7PZjBPMETn2RLe/UBNHz4cE6JInA+nTlzhtGjRyNJEjU1NWnzdbvS5IMHCbvzRwsKCDU2fnj46kr+3vfgd78DYMLhw0kANh3IFBEDVxvef+nSJS/HVXPzZQWATScRxSAcrukk3LWpUQjpJByyqU7ZUCiErutpIx9EFqwAsalO35tvvpkLFy4QCASYP38+Y8aMYc2aNSxevJh33nmHr3zlK5w/f554PM6NN97I2rVrefLJJ9m4cSOLFi2ivr4eSZIoKioiPz+fSZMmsWPHDjIyMrxtzZgxg9OnT3P58mUGDRpEfn4+Z8+e9drQ1taGrusewG5ubmbnzp10dHTQ2NhIY2MjmzZtApyIj8rKSi+KABJQc9KkSVy4cIHm5mZ+8IMfMGbMGE6dOkVRURG/c8+Hhx9+mIyMDHRd5+mnn2b8+PEsXLiQuro6Nm7ciKqqzJw5kxEjRvDCCy8wdOhQjh07xt/8zd/w9ttvI0kSoVCIG2+8keuuu46dO3eycOFC1q5dyyOPPMLevXuZN28ekiQRj8cZM2YM7e3tzJ49myNHjpCRkUF7eztz587l1KlTvPLKK0ycOJHz588zdOhQzp49i2VZjBkzhl27dlFbW8uFCxc4evQoixcv5qmnnmLlypU8/PDDVFRUUFt7HhjR7XnTq1716g9PW0887wFLf7X1WWUPer//bu8/AzCy3/XefIblgC4vnoAwki0nuyvBAVquQ/NI/CLjtSKO6Q1g4jn9jiqtaGqIUUYAWwlSHdK8YltxI8oYOwiW6jod4zjjUeKJwlIAgUQMgqpoHK3dzcyR938cXXRNFDeiTtSDD7iKrFfLNjs5ipGCHnz1QKoApLKSXGzL1y8OaGxHthznp4SMBFiZhc7wexdeJlykJNZtxhJAU6wzs78DdltqUS0VW/Plp2YVYQNapBHizrEwVYnMSABc2JkZCXjrzGqxXYeuAG9O++xABplR08tplYwYtqx4y9lY2NgOsLUML+/We1/LcNoIkAKsBay1g9mOC1ZIVpBirV4/Sn4AbklYsu0OwReASQUMAnHbc+ZGMrI816YpZXSCr5YUwCCbzFidB2yxDMelm1kIZpwKTfJsj+KhiGVb3udx89Hf8HHIsHSwdOzsAdCRuGZMl+kKyfEDQn6Xq2w5R1EyHQibLlYh7XpT4gi6yn713peUBGD1jkXXhcrEunUpz8uYNaRsbEnGcDNqTUnx9kt1M2UtZC+awA9hAYKqScxQPMgqRrmbaXZZdIOAmqaVyG31R6cqsozVxZB8vxRZ7pEDtqt4go+Szfpxyd+GjpjhvbYs24sfgM4RBADBsEKsw+y0HiFJltz/YFs2XdRw+0TVmwH7h6VeAPtJylcMac6WLQw7fdor+JOqS4WFbP3c5zpNzyGHFhyIMZCB16adH0A5LS1ouo4lSQT+4z8+7eakV14ewS1biM2axdCzZ3nkuec6QVgdnad5Ommxx3n8mv+x69WHlwBq/iH5wjXa3NzcZWGxrpTZ1kap+IyuXUto4UI4dw6GfcRMy6FDiebkEGpp4dzgwUlv5ebmoqoqjY1OJdm8vDxCodBV4Sc4sLWtrc2Da5DIdU11xgLuEPF+XLx4sVN2rtDly5cpKCigrq7uqhmvArqKnyLeoCfAW4DYVDU2NiYViaqsrCQSifCjH/2IvLw8Kisr0TSNLVu2sGXLFubOnUt7eztjx47l+9//PoWFhTz22GNkZmayfPlympqavOJZBw4c4Pz582zfvp358+fTv39/1qxZw9133+3lq27ZsoWCggKampq46aabGDNmDO+++y533XUXq1ev5vHHH2fXrl3Mnz8fwzDQdZ2ysjJ0XeeWW27h4MGDyLJMW1sbs2fPxrZtryBZnz59yMvLS3Ih19fXc/78eS5cuIBhGDQ0NHgg96RbODAWi/HOO+9QV1fHM888w9ChQ3nzzTdRVZV169YBcPfdd9PQ0EBbWxvf+973uP7668nKymLatGn85Cc/ITs7m4cffpiCggJefvllNmzYQDweZ9GiRRw6dIizZ89y+vRp7r33Xmpqahg2bBi7d+/moYce4sSJE0iSREFBgedC/tznPuctV15ezooVK8jLy2PcuNt5//3Ozule9apXf9iKxFqI0EIokEncjHpA9fVjzwKOIzM/c4BbMMqBI3HD+VshIgtUJUCl3cZI36P8SruNtugVZEl25nN51pH4RSeeQFK85eNG1Mk4DQ5AsgxKLJkK1XXP2mGnyFRKvik+4CjFWpH0CKNlBStnEGvrNvPEzH/7+DvrY9SssgfZXr4KTU24dQWMlSXFg9Oj5RwkDC+rNdXFmtovHmB03Zx2dhG01znDzMP9HMykamDEqQoHKfFHFAhZFhBLcpPaWU4cWJVqYdk6I3MGYqtBKl3oLUsKJa4nxc4ocK7AJSWB0wIZWOE+XnuljitIsRYPzEpOsqgTD+DP84xHvHgFb5rsnmeW6Uw34thahvM/nNdpf+yMAgeuahlgJMC9ZJseKLYtJ67AJOZk3cqO29XQJHRNBiQ6MlWCV5JhXyTLITyRjCy6k42CakdQrVYCcdsDmkJyewPHc/M7jTnX3TgPoTvHfbHb7fRUhhlHVTQkI4YS6IMd63qUld/l2p28+VKm+wtjOa/NtKA13TTH8do53xXSg1c/0E2FuxYhYrITn2JIgW6LbVmSimbHvRgCzYrRFkjUIQmqJobZGcX4na/p+GZXYDQdVE03MtK27aQh/l2pR/OkAZgCyvqhKHTvik33Xuo8fqmKgmGaWJZNMKAQ0820MNgfQSCUztEajxpIIh5DBiP6xzuitNcBe+3VC2A/KV24AI8kcqRGuM49q08fZPeG/M1bb2X8kSO0Z2ay6sEH07o0RzDCc2m+wRuUUMIgBl379uMUp2qmmXzyPTApqgnKtg1nz0K/fp9IWz6wbriB4PbtHoR9aNkynv3CF0CSsLH5d/7dmzWDDP6cP0dLU3mzV58dNTY2kpeXx+XLl71AdwEML1y4QFlZGe3t7R4Au5rmbt5MOBolOmoUoXvuAUX56PAVQJLQFi2CZ5+lXwoY9Q+rz87O9optAaiq6mX0pnstoKtt294wo9zc3C5jBnJzc6mvr/fiCUT1U7+ysrJobGz0YGp3QfmpDtiexBuk7oNfRUVFtLa2Mm7cOHJzcykuLqa4uJh169ZRX19Pv379KC4uToLChmFw/vx5bwh+Q0MDW7ZsQdd1z51aWlrq5atmZGRw9OhRTNMkEAhQU1PDz3/+cyZMmMA777xDdna2l6+6ePFi2traqK2t5f/8n//DjBkzCIfD3Hjjjfz4xz8mNzeXRx55hD59+vDiiy+ydetWmpubWbJkCadOnWL79u0EAgFuvPFGJkyYwLJly7j++uvZu3cvX//61ykvLycUClFSUkJtbS1Llixh69atLFmyhH379jFgwABqa2uZO3cueXl5rFy5EtM0GThwINdffz21tbVeP2RmZnpxBKJfjh8/7sHw1tZW9u3bh2maHDlyBIBhw4axYsUKdF2npqaGPn36kJXl3Pw9++yzWJZFMBikpaWF06dPU1JSwkMPPcT69euZMmUKw4YN48UXX/T6vU+fPuj6x1dpuVe96tXvj7JCfQAHyFiWyR0THuf1Y88iyw4ktWyTUCAT3YoTIjNpWccxG8AwdVQlwHEiyGaUuBnFMH1Dgt31pGbLJt6XsWyLg7ELZGjZSdmyAEgOZBVKDDl3nLX4HI7y5SruHzDnY+mbay0BYUOBTA/EWrbpRTvIkoxkxpz9T40dSHG6Al6WaYXqfPePFH/Wswd50QTHiQAxtHAoaRlb1Ty4IcVbIZSBrTmuY1vVkNouUpnX1zt2FYoOvor0lm1Sofhcozl9vFzfajqcAm7ppIY80CshO6DYaHciA9SQs20XmnpwOcOtoaF3IHc0OS5ay3CiKAw3ciEzI2kznjM7kOE5h/3nFLiuWD1xPWRoEgFDRQn0oSmrOXleSwdZSnLA+pXqfvUXIotkBglHfRmosoKdVYQs696xF7m/4OQFf9yaOfJ+dletR4wLl4LdQ1hwAasFpprI95UtG0OVsIXDU+y27yOeLgPWe6+bCIK087vrktKmo3bOk5VsC13ORcIkKue5TVMwUV3kL3nTgrbzYMmQOp+rfvgq5M981dNEDggueTWjqWlZoMj4OaYAlzJg9iCiTpZ7HkPQ/Xqkbl/7QWl34NU/T1eZsmLd4aBKTE+cMMIFG4mkAexysgvW3x77U3L09kyfjCms1wF77dULYK+VzpyBX/8a69gxjLNnkQ4d6jw8f9065EWLiBUVEayv58LAgbw1e3aXq7SxGc7wpGHyhzh0TQFsCy28xVsc4EDS9L/kL8knn9acHI6OHcu4Y8fomDeP8OHDXsGrz5xuuIHgli0wYwYjTp0it7mZ5rw83uIt4iTAwVzmkkFGNyvq1WdFV65c8YbWpxanEkPBe6rB584BEHrySQh8vGEa8r33wrPPUnbyJJvvvDNpzFC/fv2or6/3HL1ifwSoTH2dm5vbqaBWZqZzQyuiCNIpFaQqitIJhorcpaD78CddpEFBQYGXMwqJwmc9UVfwNScnx4tFKCgooF+/fuzdu5fjx48zYsQI7rvvPl588UV0XefQoUM8+uijhEIh9u7dy913383KlSt58skn2bx5M7fddhu6rmMYBiNHjkTXdW6++Wb27NlDfX09w4YNY8GCBRiGQV1dHRcvXmTo0KFe9qqQJElEo1Hq6+u9/Tx+/LgXESGiCcR0gMGDB7N8+XIkSfIcrGVlZZSXl9PW1sbPf/5zBg8ezNGjRwkEAmzYsAGAhQsX0t7eTlZWFt/73vcYOXIkixcvJhqN8vLLL5ORkcH1119PWVkZq1atorGxkXfeeYe//uu/prKykkuXLtGvXz+GDBnC448/zvr161mwYAEvv/wyn//85zly5AhTpkzxXM0TJ06kqamJ2267jU2bNlFTU8OQIUOYNGkS+/btA5zzbM6cObS2tnLkyBH69u3LCy+8QE1NDUePHmXatGk8+uijbNy4kYceeoizZ89SWVkBdJ9x3Kte9eoPR1tPPO9B0ki8BVUOsGDS1wC4Y+zjbD3xfBI0DaohDCvuZZMKSGq4hZuiehxV1lAVDcPS0VQlKQfW8Dn5Ek7aKLIkO8Wn3OG3Ub2djKDr4BGAURRGkhUPpFUFVSxboiwShUCGB9NsYHfkFBz9zcfmFryWmlX2IG/XbPJei/61bNOBspadlNMKJIFXDyy6bsbKcBDLjRGyA86DOUmPUKG51xEu54i7ztNKxTnGJcEcbNMGn6swNZagpCNGRci5/RRQvStZtkm5lYCWJ9xK96oUoFTKwg7nJaCybHbKBrYzfaYQox7Jctpj5Q50HLKS4oBWy/CWtbKLHGetZXhRAv4Cb/7+89zErpvWDjqATQn0AT3iFDIDrLDjFu4TyXecxIbrtEMmkpWIHkiVbOuJLNMUp2ZBo5WITXD7WKAjkb0sd+PO/LhkmDpWuNBpR6wVSQ5iW91XOUo1fRophdauplS4mupSTXovxTkrpn1QSegYUjYBO0pUSjxEsnxQTKxXwFcTxSvIFZeDaGacuJK4TvfnwPrhqyi65Zdt2940f1GqrrhqT4pgpXO4pkazWl1/PH8vpGkKtp7+eAfDCnrcQlYk1IBMR2uCBQQyVMz4H1n4q6teB+y1Vy+A/ShqanJA6w03JIDKmTPYTz+N9cwzKKaJDJ6PsjUri9bsbAa6Q6Otw4eRJ00i6N7glxw7yAvDznM5ZBAjxjnOUUYZFhbv8E4SJBRSr+EhjBHjh/ww7Xs/5ad8mS8zmMG8vGABRRcvUnjpEvEFC9B27Oj8F/xaKR6HzZth7FgoKel+3tpa7Ftu8b4qh1dVsPKGHN7kzaTZJjP5WrS0Vx+DBgwY0ClaQLgfuwt074nODhlCflMT1okT3Txn/5CaOxdDUchvaqKgoYHGvn29twTgExL7IwCriCcQea8BFw77HacCCnblbAXHBZmfn+9Vufe7b4VaWlrIz8+nrq7OA62pamxsTMqR7QqqpkYYdBdp0NLSwuzZs8nOziYYDLJx40Zv3tbWVk6cOIFhGDz7rDOcNS8vj2AwyJEjRzhy5Ag33XQTV65cYeLEifzsZz8jGAzy5S9/mby8PNavX8+bb77p7a/ISm1ra+P2229n6NChrFixgmHDhlFRUcG3v/1tduzYQSAQIB6PM2PGDK677jov8mD16tV86Utf4u2332bq1KlenMO0adM4fvw49957LwcPHiQ7O5umpibmzZtHVlYWq1ev9py8o0aNSjp+hmFQX1/vOaDb29vZvHkz8XicmpoawAHA7777Lk1NTTz33HPk5eXx+uuvEwgEOHDAeUB2++23c+LECTRN4+mnn2bUqFEEAgEmTpzIM888A8CTTz5JQUEBq1atYvv27aiqyj/+4z+yYcMG79x78skniUajbNiwgdzcXEpLSzvlBjc2NnLs2DHq6urYtWsXNTU1jBixgIMH0x7iXvWqV38AeuXIM97vmVoOQSXkZb9matm0xq547/vjB/yQzbKcbFIPElomFs40AVqjeru3jCpriQxTsQ7f+lQl4K3L/3tb9AoZWrZXtMWWVexwHw/YvWc1Qwe0xpqIZvRjgpSNLavI7Q1IyNwsZWOHsnlh39N8ftrfffTOu8ZqbL/AgNwRSX3jAThBUXxFoYDkrF0p4Q4FJxoiqrdzjCanwJmi4QerSW5ky6RUCmMHNaSWi4jbS8mIOe5TMcwfxyUrS37YlDg/UoGhmC7cnOJ9w9SpVNoS7mb/PuLkrULyMHZblpBwgKvjyA1iB5z9t4PZYJvYgQyq6YBwkLgRQfW5c6sl56GzB2It01mH24dOxqzqxTvY4T5OmwJhB/aqWiea1ZYtpb2LSw8ITXJaneuGjEianGTcaAfT9NzghhV3+u4aU7QTlhMrNQbJgcIpAFaAVbuLi2vVsD0I2xOlix/wQ9hO77n9aSN36lsxr0RyH5lSSCwMgC7lplk2eYcsSSUqqci24b1nomDIAWQsTEklYBnostolfBVKLcClyBJWSkCsbaf3RFo2ne4Furo3uFrMgKqIGIHkW/vunLJdZseKUbOKlHbe7vJk07lgRQyBWDagyOi+DNzU/Fc1IGP6bln0HgJWWf2EmEY3krj2/lex/l4H7LVXL4D9IKqshOxsGDyY/OPHsR5+GDo6iBcUYPbti6TraNXVyLbz57xm+HCa8vPpCIc5NXw4p4cNQ1dVPrdlCzfv3o38D/+AtW2b9+d76qHjfDF+nAeWJjZ5kfTFcoTquHpW5IfVq7za7fu/4lc8xEOMDo9m+cMP8+X/+R9C77yDnZODMWYMt7a0YP70pwT+9m9hzpzkpPAPokuXsH/wAzo2bULyue0syyKjvBwJnIzNK1c6b0PXHUgbCtExZQphX2GgDdo2NpPIzQoT5s/4sw/Xxl5dc+Xk5HSb6yrg0YeSbZPj5pKakcjHD2CzsrBvvRXeeIMbDhzgtbvuuuoiwnmalZVFa2ur9zoV0ELC+dqnT5+00BQcAOovsBUKhTq5WwOBQNI8XYHarop4QSKTVwBUEXkgXosCXP4c2iFDhrBt2zYAZs2axV133cW7776LpmncfPPNDBkyhP3791NfX09ubi6TJk1C13X27dtHJBJBURSampq8bNlYLMauXbuIx+McO3YMcIq25eXlceTIEc8dHY1Gef/99zl9+jT/+Z//yejRo9m1axeyLHtZrHfddRenT5+mpaWFp59+msmTJ9PR0cHo0aP51a9+BcBjjz1GXl4ekiTxk5/8hAEDBvDAAw/Q3NzMxo0byc/Pp6ysjKVLl7JmzRri8TjvvvsuX/va12hsbOTs2bNMmjSJyspK/tf/+l+sX7+e+fPnc/DgQQoLC2ltbWXy5MkMHjyY1atXU1JSgmma3H777dTV1XkAdsCAAUDClayqKrW1tUnH+a233iIej1NeXs7x48cpLS1l2bJlmKbJunXrmDhxIlu3bsW2bWpqajBNkwMHDnD//fcza9Ys3njjDSZMmICqqqxYsYKWlha2bt3K4sWL2bo1B2jr8tzoVa969dnX1hPPI8nJOZFbTzxPQNYIBRznV1ANJcUDCFm2ycbD/83dE76KZVuoSmI0SVAJefAVSPppWSYxI4osKWhqCE1WHGedbSYgnG/Z1NeaGvbcsbLiAj0LypRcL1+0lLAz1FxWqQoHUeNucRwX+h62W5lo+QpPxVqxQ9ks6Dudg2ffYPKQ2z9ax35AbT3xPHNGP3LV+V458gyWbVKQOYASwwkerVCc6AXJiiG1Ot+LSfEDuEPWw3kOjHSdlFimC1otz93alRJOZPeKSU6JOPDydVUPPNqyApZJSczdlqpRFZCS1peqruC7poaoluIU5wx0HKu+omKW7A69bneul8Rr29KRYq1ejqxkxpz4BMvADmRwwmjyttFVezw3rLt/djAbKdZKTDPBbECLOVBH3I3Y4EBYAExnmL6cbKiJhoPIto4hZ3jzgZIE+GzfOEoLA4mgr0iYs+8lhsxJd8OGFfc+o7J87Zyws8oeZG/1y4wNFGKrIFkGUrzNixNI52o1fbDVkqWk17avqZa7ju7iByBNZEAX+bDdOV9tFA/CmlIIm4Dnek3MI3vuVktyPjOKbWJKCoYU8Ipw+dsbUTs7m/3wNZ16Mgo+FXIqskyqHcIPXWVnQvoe6GE8QeprAWFTowvSOmt7wAD8mbGp+bGQXIQsdd0WydP88NX/uxpwdiTWYSLLUvL6Nee4mHHTfe0WX/sjK23Q64C99uoFsB9EN9wAgCrL3OL7S6M1NoIPelSPGMFbt97KmeHD065my9y5XMnLY94rryC70EHo/uOd5w8QQE8TEh4mzG3c9sH3o4eyUv5Mf5fv0k57kit2Ocv5Dt+hsbCQ9YsW8dCKFUjxOOFDh5xnxDU18MYbGDfdhPqtb8HRo86CoRAsXAiDBsGOHdDW5kDaDRvg9OlEG06fxnz2WQK63m0oQKilBV3TsG+/He2LX4SlS8EwiN98M9r+/ZiZmYRdl+Bvp+Xx8tArrBkbARIXi/OYRy65H63TenXNZJrX7gl+WXm5l8scuPHGa7KNwDe+AW+8wU1793J6+HBOjh6d9H5mZqbnZIVEcSsRTZDqNPU7KEUebHc5rAKAigJf6YplCXAntt1dnwvQmups7aool3DN6rpOnz59mDhxIm+99RbguFJzcnLIzs7GMAxOnz7NHXfc4Tk1x48fT3V1Nd/85jd57733OHbsGIFAgJtvvpkJEyawbt06brnlFtatW8eXvvQl9u/fzw033EBWVhYdHR1MmjSJuro6otEoo0aNIhwO09zczOLFi7Ftm5aWFs6ePcuIESMYPnw459w4CnAiEUzT9PZL0zRaWlqSjlV1dbWXR3vlyhUCgYAHcCvdwm5lZWWcPHmS9vZ2fvOb3xAMBnn77bcJBoPs2bOHPXv2MGfOHM6ePcuAAQP4t3/7Nw/kAqxdu5aMjAwmT57M2LFj2bhxI+Xl5bz33nv81V/9FY2NjRw9epRRo0aRmZnJd77zHZYvX87111/P5s2beeihh6isrGTcuHHk5+cTj8cpKSlBlmVmzJjBkSNHvH26++67URSFVatWcfbsWWbOnEl5eTmHDh2isrKSnTt3Mn78eO6++2727NnDggULOHHiBMePHwU+htzkXvWqV5+YdlWuI5QZZGbx/YADJFVV4ZUjz5Cp5aC78EtVAqg4DlPLMhPgjQTgyQ46WbCvH3vWA7jbTi4nbkQJKiFURUuJFHAgqywrHl7ygz/DjHvrtmwL1ZerKPJlvde+30OBTAxT54TR5OWinjBbGGuZHA8q4MJegGw3vxbgoBJnYmEpckstkhFDbr2IHcymNA67q9bTErkC9GHbiWVIihOz8GH14sFfeEA7N1yAKge8oeOqEiBT6/oG2O/K7ZPRL2lZIQFDbTXoFKrySWS2YpkJ+OoW0rLVIJad/CDtqN3K2EAhpQSppgNNTRT48sM9O5CBrcYAHdvSsbVk+CRZJlJ7g5dXaqtBioFK2tI6dy3L9OCrYeqYdpSgmnBJy5JCpWIyErByBiK31Lpg1LleEuBVSgU2HU1Y2UXYiuMiTZdF60BY2dtHv0u3Gp8bVoDYFEDlZcPKCojiXaJwVzwC5BCI21iZzoIJ+Or2pQ/iyXbiMxGKuMfZha+2rLpZvipSpBEyMzEs3e1DZ596AvI/itrjLbwTbyE72IexKe/5+8Xy5X0aqoRq2Enw1S9LlqCLS1A/XO06eiA9hO1OXtyDrWNKgST4KmSiJOArBoakYbhZvZZbBs7fprAZoUNJHNu4rKHJNnEjsd8BxfZcsF3BV//0rhymipzsAO2pFFlO6469mvxcX/xuuC5dP4TtDr6mj0HoHtYKN6xlWUnrNi3be60FFOJdFObqalsi/1VWZSwftJUDn74DFkn68Ea2D7INeh2wn4R6AewHUFTTyDBNVBdK1IwYwYv33kteUxOKaWJLEi25uTQWFl51XfunTqUlN5f7V69Gc6FHXFX52cNz+ApD0dDIJBMNDdn9Z2PTRhtZZGFjI3/8Pr0kDWWolzdbTDEKCjnk8HW+zn/yn958m9jEYhZzcvRodt18M8NramgqKKD13ntRXn+dqfv2oe7ZA/ffn7yBb38bQ1VRuxjCDM4TOxk4P3Ag+6ZNoz0zuXhDTmsr97qFYAKGAa+9Bq+9hrl+PXI4jLZ/PwCKCxYu9O/Pzrl3skb5badt5dD7tOezLD/wAjplvn4UKX7Q+OSTTqTFbbd9LOv2tHAh9l/8BdLPfsbitWv51Ve+QoMviqC9vd2DlN0Vv/LL7yIVEpmx6SSgaHfzBINBmpubr9q/4r1IJEJ2dja5ubmcO3fOA5XieAmALFyzEyZM4O233+att96iuLiYM2fO8NJLLzFo0CB0XffcqWK5lpYWXnzxRfr06eMV0xLzTJ06lf3uZ/zf/u3fGD16NNFolHHjxnlD7r/yla9QVFTEKRewV1dXc99993Hq1Cm2bt2KaZrcdNNNPPbYY7zwwgsMGTKEI0eO8O1vf5uDBw/S1NSEbdtMnDiRadOmsWrVKm699VbWr1/Pl7/8ZSorK8nJyWHw4MFcunSJBx54gFdffZUHH3yQo0ePkpubi2EYTJgwgeHDh/Pyyy+Tn5+PYRjMmjWL5uZmdu/eDTguZcuyvL6LRqO8/fbbxGIxr5icJEkcOnSISCTC/v37UVWVjRs3omkaR44c4cCBA8yYMYP9+/eTk5PD97//fYYPH46maYwbN47f/va3BAIBvvzlL9O3b19Wr17N/v37qaqq4otf/CKvvvoqhw4dora2lunTpzNz5kxOnz7NTTfd5AFzcOB8NBrFNE0uXbpERUUFeXkzujxfetWrXn02JSDT7sr1gIYqB5AlyA7mAa5z1YV7XQ1lFm5U0wfRdlasIWY64DVO1FuHgK8AqhwAAsTN5AeCoohUqkTeq6Y6jkIB5/wuWXDckaoSQJYUign7QGwcVQkQibUkgUNZcmCubunsa61geqBvwlHpaqKuYMj5vOVzWu0/9SqRuPNd1e5m4IrsWwGS541/gtUHfkhACTqRCEBB1gBywgXEjSgFmf29DFynLbLXNzsr1tDurv9041G+OitRMPaFfU8zNH+01xeWbXKUVsYqfUjKYE3ZD1sU3hJFpCwjkYkbkMCFi0mAXZIpN5sThc2kLCTDoMJXOKqaDkpbmlwnnO/20pevmlrwC/Acyn4JuCvOC+HktGzHKR1MKjYm+xymPZDY744rEMjADucl3kpxvooiZkmL++dJc46aasLRGYy6Tmo1iNQRd6CpzyUczZZR0jBCv9tVeBaz2xIQXVIzwe0jyYwjGXFsLdHnqUBexIF8lAcG3WnO6EfYeuJ5AMddHO6D3VLttM9KhrD+3w1VQrJszy3rl2zZaavV9xSqflD4KmRJib9P/sgCQ9IwfevsaY6sLgVQLR3DzQkWywXdw9Uec34JKDYxH5T1F+cSSh2Gn8rjzDT3DanRAzJ0avmHga9dSVV84NU3aL67WxpV6Xz8PXdtmvecZaAj5nO2KjJmyudRwFctoKSdnirFjRowjQ8Osf+Q1OuAvfbqBbAfQD/65jfJCAQYWVXFuFCIDQMHEldVmvPyPtT6ykeN4tdf+hLjjxzh1IgR1IwYgaUoXZbUkpDIJtv7/VorTBgJCRs7aXv96MdDPMRyHBjyPu/Tn/7MkGaw5Y47ACePc+LEibyvaTTn5DBnyxZk2yamaRyZMIGhp0/Tt6GhE3yNBoOcHDUK3c25jAeDVJWUUF1c3OWTn5k7dlDgwqCTZWWMrKhAWbkyaZ4zQ4bw8sKFNBQWMlBK/4f3EpcYzvAP3lG9+lQkAKAAhakO0p6qz+XL3JbiRG/7xjfIOnSoiyU+vKQf/ID4gQMEd+/m/tWr+X9/9mdJ57WAjsFgkI6ODm/4fldKha99+vShoaEBRVHSulebmpq8dXaVyRqLxbzCYF3lwIptNTU1kZmZSWtrq9d2oXg8nrb97733Hg8//LCXoQpOzEJxcTGDBg3CMAwGDx5MVlYWU6ZMYfXq1UyfPp2KigqWLFnCpUuXaG5upqOjwxsKL3J0A4EAV65cSdqvt99+m3g8zrlz5ygpKaG5udlzpwqQ29bW5kHH//7v/2b48OFs2bIFWZY9wHvzzTezd+9ebNvm3//93xkxYgTnzp0jIyODl156CXCcoy0tLQwYMICnn36a/v37s3TpUmRZZs2aNfTp04eBAwcydepU3njjDaqqqjh+/Dhf/epXAdi5cyezZ8/m0KFD/M3f/A1r1qzh5ptvpqKignA4TCAQoG/fvowdO5Y1a9bwuc99jgsXLnD//fdTX19PZWUl0WiUESNGoGma53ZWFIW6urqkwmlvvvkmpmly/vx5jh07xsCBAz2X7ZYtW7AsC13XkSSJEydOcPToUR555BGKiooYPXo02dnZrFy5krNnz1JRUcFXv/pVtmwZACQ7rXrVq159tmXZFkE1hB5PDFeOme0EZC0BA12YafksaZoa9mCUZZsecFQkhYDr7Ay7PzO1bFTXsecfUu7P/9QtHd3SUSTF2Z6IKPCAmJ60vConF530F/byu2irAw6QdYbnw0hD5rDPPZtwOyoE1ZC3rCjA5BXmCmRgq2Egyo2hgShaiHK7zYOqGVo2cTPK7qr15IYKvLbsrFhDcd8JnfY3N1yQyK514YyIbCiVskCBakXznL4TB89iZ8UadEtneOE4b/9F3qcDkWWOGA1kaDkg22CZCSesrDg5rLKagHfxSMLBqQTBV2tClhUMw3FSCkAsoiHkjovYWgYj3T6tUNOAHzkAkgKK4qw71uxQlXA+thrs5DpNPY5Ov2jJ8QNuXjA4MRjiGJ6UopQpuZh5Q73jJRkx73dLTnbB+rNupVgrskvDBLgUDwn8Dx5Sz8cSQ3ZgomViWu2o8QRcDMadQm+2RqL4W7zNPQ6SNyw/rmQSph1TCiK554XdKfrAxJYU4mHnWjEUcdcpq85PIwrInqvZy361zKQHItdac0Y/wraTyzmhwbgrjRguYVAMG0P7+O5ZRUyAl93qo7RduWE/qGxkLCmAKSVjEgUTCQvLtjHd46TacQ/M2pKMhZTUDhkLCxnV0ulQkx8U6KaCpibcsEHVxrQT+a+y6+D2g9hUt6i4hTAtCxQ5bQEvZ77EOsQZZrrr8kNa/3zdgVkxX09zZT9ImY6kOAO587TEe8krDQdlOmJdFwbWAgodhuN6DYYVYh2Jz0c8lvhdUWUUVUaPGthWjxIarrkk99+13gb0OmA/CfUC2A8oS1GoGD2a8MSJGO+/3/0jnR7o4oABXHRz+z5raqYZ233Sn+oOHc1obud23uANAF7jNfrRj1JKO61n9803c3DSJLLa22koLMRSFLBtii5exAYuFxRQWlFBbnMzhydOJJLicr2aLgwYkACwo0dzcPJkZm/bhhaPc3DyZN6aPdub9xSn2MjGtOsZw5gPtN1efTYkQGx7e/uHcsXO2bKFfimQUNW7/gL/SAoE0NauxRw4kP4XL5J/+TKXCwq8twU4zM7OpqOjw8tfTXWsdgWbm5qaUFW1y8JYgAdEuyqIBYnCYF3BV7EtcPo9XZ6sf1uAN8+wYcPYt28f1dXVVFVVccstt9CnTx/Wr18PwJe+9CXy8vJ48cUXOXnyJGVlZVx//fUYhsG2bds4e/Ysjz32GK2trezYsYNJkyYRCoV46qmneOGFFxg3bhxbt27lwQcf5PTp04wcOZKBAweyatUqAPr168eCBQs4fvw4mqbR1tbG4sWLUVWV5cuX09jYSFlZGePHj+fMmTPs378fRVEYO3Yssixz2o1Iyc3NpbCwMOk4mKZJY2Oj1zctLS3s2rULXdc5c+YMZ86cIRKJUFVVhWma7NixA3DAsaZpHDt2jGPHjjF9+nSOHTvGoEGD+OEPf0hGRgaPPPIIgUCA1atX89ZbbzFr1iwmTJjA9u3b2bt3L+Xl5fzZn/0Z0WiUt956ixvcyJy/+7u/Y9myZYwbN47du3ezePFi6uvrGTBgAKWlpaxYsYKJEydy+vRp5s2bxyuvvEJpaSnxeJwFCxbQ0dFBW1sbQ4cOZdOmTdTX19Pe3s7ly5cZNWoUkiRx6623smfPHqqrJwEJV3evetWr3w8Zpk5ADQI2qhxACySG5QtgGDeiXpErESUggKJlmw40tVwY6AOcws3ol4CHfjehcDUapp4EKsW2O7XZSl6v2KZoT8yIegAYXMejbbI36owm8EcPONvoQJYVMrVsjioG4wJFSG0XPXAp6REkPQaEHLBpGYwixEkp6uXYJvbLvTew8GIG0mWKiqHiAnQLp2e51EyZkksxYcqVeMI9rIbR4zqa35Xsc2mqikbcjDqw2ehAshLXApJbNApJcYpCuXKKUQl45ziPU+MM/MWvvGmtzqgWK28IpVKG47T17aNtpVxHBXO97VYFVceJ1wNA6OQCO5EHCYhvej8NywHslXabA0nDQUp0G4yYU1zLjCHJqgdAkRXvdynehp09gJKY4cyrhJMcuXIXLspiwtgqznngcxgH4hK2luGAWLetkhHDNqIOkAY6MiwM327HlUycBMvOhEpyHzoodhQ1ZhOI2+iaRDAad7bvfi6sTGfkZVU46E2TZQXLjLqfp09mCLXiHv/jffoyuilRK0CyErmvwhErW4l8WOGClS3AnW4ricgCxzXaOecVEiC2pzmwV5M4DrKtIxH04gYS7QAZA9l2Plu6lCiGJtkWChD3LSMLB60c8ApwpUpAWFFjS1WSIwqEG9a2bVRZwkhDWBVZxnShqCKR4pRND+6Sesw3j+VN6rycbdso/unu72Y3lDI1gqC7ol/QOVM2nbpaRzgYIK4bmJZNyH2wYvqcspqmEHczXoNhBUN330v2s2DEzbQO7D8G9Tpgr716AWyvulTM99eoJY2r6RZu4SIXOYqT6/ocz/EX/AUFFHSaN5KVRSTLlwUlSVzs3997eWJsampQz3V28CDGu9myrdFzVF6/MO36trGNt3graZqExO3czhjGkEXnoPRefbakaRrxeJzs7GxaW1s7wcYPE0kQcsGhPWEC0qJFUFxM6J57Pq4md1ZRER39+5NVW0u/+vokACvU1ubeHLgXLQK+CvCqqs6fbtEffhUWFlJXV5c2xiAvL48rV654RbbSSThjxTzp3LQCpg4cOLBTkSch4aIVxygajVJaWkplZSVDhw5l+vTpRKNRysrKvEJZAEeOHEHXdaqqqgCn2F5VVRWGYVBd7QxpE47T8vJyjh07xtSpU9mzZw+5ubn8+7//O0OGDGH8+PGMHTuW3/zmN0iSxOOPP86hQ4dQFIXt27dz/vx5lixZQm1tLZs3b0ZRFK6//npGjx7NsmXLKCoq4sCBA3znO9/hzJkzHDx4kLy8PEpLS/nCF77AypUrCYVC7Nu3j6985SvE43EOHTrEzJkzOXHiBN/61rdYt24dM2bM8I5H//79MU2T6dOn8+qrrzJo0CDOnz/PvffeS3t7O5WVlbS1tVFYWEh2drYHwKPRKCdPniQej3tw/MiRIxw5coR4PO7FK2zatMnrl+PHjzNlyhR27txJbm4uP/rRjygsLKS0tJSRI0eybNkyYrEYjz76KMXFxbS0tLBnzx4A7r33XlpbW3nxxRcpKChg9uzZRKNR6uvruXLlCgcOHOCOO+5g8uTJnDt3joEDB1JfX088nnIF26te9eozL2dIf8ilIZ0f3vnBoWHqSYW1HPelAx4t2wTZgVZ+d6lQY/sFCjIHOBmwaigp31NEAABoquss80FaTQ15UBVAthLZnEKWZaYyGmTJccOKHFiA3HBhJ/AnXJeei1ZSOGxdYXzOIOT2BmzFyVSVxPD1eBtoQWxZpYwsqqU4yGCZCXev0yfJQ9j923WAbefsVgG5AQ8qWr5cR5ENK9brB7GGGXeAr7gu0COek9eZyQBFSYBSWXEAoqI5jlSv35JdtWL9wgldmR1ipB5JZMniZJFKZgwpHgfXtCG52adO5qnbhLwCwOohfJW9+QR8FcfcMHUPbnuuWberK1QozS5y2qBHHPgOHgQVkuSAk0kbyPD2pVTOShuL4LQnOXpAuXKGaMgE1+FpyzYB4Sp2AXBq5ANALDMB+SAxNN2Bf4oL+jr3j65JZLaY2L7zGZxiY1buQEp0m8O2c+zFZ8VfTO9aS7fiZIjcVPFARU6NwHB+ypYNSJ0grJBkgmL6IGIXkPrjlCUlnx+2JKcUQpPxl7qyUFFss9vy9BYypqQkOXXBcb/6ZabwxNRUBr/T1A9h03HIjzNSIFVKFzBXSSnwpaREH/iVLhP2ao5ZP5S9GsBNLdKVGjkgIKyhW50iDrSg4rlhZfehQVcxCL3q1YdVL4DtVZdqJ+HsKqGk0/sSEvdyL/XUcwnH6bae9fwJf3LN82n9eu36obwdhTYN/mfqMb7GXEIkX5w00tgJvj7EQ4wmuRBSrz7bErDRP1TfMIy0Wag9VSzoPr2eOBH+5V8+lnZeTRkPPww/+AE379zJidGjvSfIAnYKd6rihoMJB2x7ezvZ2dk0NzenjQfIycmhrq6uy+iCK1eueIBWwNhURSIR8vLyqKur80B3qqLRKHl5edTW1pKVleUBY7/q6+vJycmhpaXF25aAh5ZlEQqFqK6uZsCAATQ3N/O///f/ZvPmzYwfP57W1lYMw2DcuHFeQa7169ezYMECjh49ytKlS2ltbaWlpYW6ujrKysoIBoOe81QMvxdg2LZtDhw4gKqqVFdX09jYSL9+/VjpRpX4c2cPHTpEXV0dv/vd7+jXrx9r165NmmfUqFGsWrWKSCTCr371K2RZJjs7G1VVOXjwIAcPHmTatGkcPXqUwYMH89Of/hSAL3zhC4TDYTZs2MC+ffu4/vrrmTVrFocPH2b79u00NjayZMkScnNzefHFF5k3bx579+7l29/+Ni+99BLjx4+ntraWqVOnUlhYiGmaTJ06lbVr13LPPfdw8uRJHnroIa5cuUJzczMXL15k1KhRZGRk8O677wLO5+Xy5cvEYjHv8/Lee+/x9ttvo+s6p0+fZuLEibzo5mpXVFRQUVHBwYMHuf3221m4cCH79u1j/PjxNDU18dxzz3HhwgVOnDjBAw88wNixY9i5s/P50qte9eqzLSdeQBRMkYHON7ihQKYH5gwr7g1N94M0MWTcPy1mRonq7WRoOR4IFXEG/vm94fhKIlpAlmRkSfaGwCuSkzOrWzrhQGbCmWklinWpskZ7vMUdou5ci5bEDGfYuWVi2UaSexfwHKwCmMYNJ67liNHA+MxCZyi7GUv0imUgxVqRcIazl+gmVUEVTVWQTdnrF7H+DMUBkqnuUrF/kACcnY5LUnGqZPAs+sywdDQ1RKkdduCqdcWJHkh126W6cC3TcWyqQS8OIBUIiz4Rx65Et5Gbax3Xpap5+bFyR5OTqSoW13I9cC1k5o8AWelU5MvbVppMVRHPIJzVQgLK+/vFHxUgCmURkCixsiGYDUYMzDiSy9BsS0dChlgzkhpMyoNNp2JLQzJjeCvwyVAlZ7i9aqMaiZxZ4U6V2p0H6YoBgY4PZq2TU6MajChoWUhywHEwg1dQTDbd68eUc+eT0JzRj/D6sWeZHh6KHbSR2utRcdyvimVjy2B2U2CpqzxY7/0PAGE/jPtVtnUsCSxCmFIQKw0msVA7tSNgx9CloBdLkNSOFNiomXE65JAXLwAQN6SkQlw9VUCR0d1TUZISGbGSJHVywaZTV85YhfSO1g96Z5+aP9uVugKqqaBWVpx5E9myTov0D5HZqmlKEpjVgkrS71pQIdLaefTGH4N6IwiuvXoBbK+61Du84/3en/5p59HQ+Dyf5yf8BICznGUve5nJzE+kjQDhYF/+yUsZiPJDfsiX+BL96Y+NzRu8wQ52JC3zZ/xZl/vUq8+WlHQVCly1t7cjSdKHhq/gRFiMPX4cY+VKAn/7tzBu3IdeV08l/83foP/kJww+f57SykoqR44E8JymAsTm5OQQiUSS4gdaW1s9d2mqWlpavEJeubm5XoSBUEZGBg0NDd7y6XJgQ6EQV65c8aBpukgDWZa5cuWKB4G7ArUtLY5zXoBesb2pU6eyY8cOLl26xCuvvEJZWZnnQv31r38NwNKlS8nIyODs2bP8y7/8C3PnzuW6665DVVXeeOMNamtrWbJkCZZlsWXLFqZPn04sFuOpp55i+fLlTJw4kT179nDPPffQ2NjIkCFDKC8vJycnh1mzZlFTU8O9995LRUUFmqbR3t7OggULCIfDrFy5ktzcXMLhMLNnz6ampgbbtjFNk9mzZ1NYWMimTZsIBoNYlsVtt91GJBLh8OHDdHR00KdPH/Lz873MVYCzZ896WbQAp06d8gprCbhrWRaKolBdXc0vfvELJk+ezHvvvUdRURH/+Z9O4cMvfOELBINB1q1bx+bNm7n77ru5/vrrAXjjjTc4f/48Dz30EAAbN25k+vTpdHR08Pd///esWrWKkpISDh8+zNy5c1FVFdM0ufHGG1m3bh1z586lrq6O+++/H8uyWL58OadPn+a6667j+PHjtLa2curUKTRNo7a2lqKiIi5cuMDMmTM5cOAAly4VAh+gGEqvetWrT10BJfkza9kWqqR0AnFCsiSjKSGao40ERUEtuTMs9LtKNSVEwAVpAsaKjFHD1NF9Tljdha1ifk0NI0sKqhwgZkRRXFemP9ogyQlrmyiSk1UqsjztQAZyRxN2MBvLuuJtS8zvB38COHrrlBXscB5SrAU7lAekjPgwnHYUuzUayunZTXuyM9YdpuwOF5dlhWo6ktrmB7WW6cBasZyAlMgKcnuD47YUUQOS68A048lFsNIUxrIss9NwdQ/22qYLeA2s7CJneSMOrnPUDmY7UDoVolomNhZoWchtF6nMSY5+6KqwW7r+Ss1mTScBYf3xFlXuUORSI5Zw7UqK49D1+fakjitUhYOdHNylUpYLkmPefMSasYFgBOIhGVuWiGYoZLdI+N2rcnsDNha665KNhxQvAULCRLFNLCmA7TpfJTuKJYWQbCf7VbUiKF30kd/dXJ4Ctc2UgmKflGRZ4T39EhlaNqPTlGWQ/PmeJLtgnffd0le+aYpuO9mmstR1XINtfeQMWEsKYLkGHsWOoUuhLueVsIhJib+dpqR02r6AryIHFtwoAkz0NIC4OwgbdD/iIpog4LoylRRgLSCsbdudXLR+XYXNdgtbuwKrqQW+Pgp8vZoMn2U4oMpJENbfJ7ppEdDc/GZZwpYljB4CW9VdzjI++c/Rp6neCIJrr14A26u0aiUZpgxhSJfz9qEP85nPJpzhr6/zOhOsCde0fX4FCXIHd/A6rwMQJ84WtrCQhWxgA+WUe/MqKHyDb3TKtO3VZ1cCSvbr1y+tK9O2bcLhcBLs6qmCHR2cGzKEhoICChsbMb//fZRnn/3Y2t6liopQ//Iv4Yc/5NY336SytDQpf0nsc1cxAengq5CAnnqaHFsRSZAubF9ITAuFQt7PVIdrKBQiEokQcIvldQfJhUN26NChnDlzBoAzZ85w3333sXnzZrKz/3/23jtOqvre/3+eMnULW2hLkbJ0kCagINKrgAoKisYbTWJ+aSa5uSlfc3OTa8r3JrnxexOTG5NoojFRBFEQRUCkKYpU6eyyhV1gG7vL9tmZM6f8/jhlzszOLsWGyb548NiZM6d8zuecmTnzPK/P653GqFGj6N27d1wUQXNzMzU1NQ6wLC0tpaSkBE3TnHiCzZs3I4oieXl55OXlMXnyZA4ePEh2dja/+tWv6NWrF8OHD6d379688MILDBgwgFtuuYUBAwZQWVnJO++8Q0lJCXfffTe1tbVs2rQJv9/P2LFjGT58OBs2bGDfvn2cPn2aFStWEI1GWbt2LT169CArK4slS5Zw4MABDhw4QFVVFStXrqRr166sWbOGBQsWUFJSwre//W3efvttunXrhsfjoa6ujgkTJnDkyBFuv/12tm/fTp8+fSguLmbp0qWACawrKirIycmhR48eTu4sQFlZGYqiOA7n4uJiCgoKiEajnDlzBoBNmzYBUFhYSGFhIWPGjGH79u2kpKTwu9/9Do/Hw7Jly/D5fLz44ots2bKFpUuXMnz4cF5//XWOHTvGqVOnHCDr8Xi45ZZbWL9+PWVlZZSVlbFs2TJGjRpFKBRi9uzZVFRU8MQTZZAkB7xTnerUtStREEzolqRAabJh7vY0u9BUONoSB6xsEBvRwnisGIEUXzq6rhGKNCKKEiGlkaA33cmVdRcLSqxEr6itTuZswJNCa7QFzdAcQOt2g4qimRWqGZpZUEsLM0ruaq3Y3EZLpNFsj9tZajlgE+GjqkU5Gi5ntL8XhRnd6Bd2/XCPhkDyxUYfR0MISoihvjQMKZViUXGya+0YBFnyJs2zdW/XDZOd59ZmZcnrgGfTTas58LUNbDNcgFXXnExSMOMCEGUHvgrRELrYMQgdrHkoks2oBWSZ2E/IVtMZ2lwVN7/hT4VwLbpoQrb2WFCim/dS6gi+utdnzhs7H0VBojAlhYHWTUJBjWDIXgRdQ0c1AXtKV3KjhgNpi4VWZ37DE0RsLDeXs52z9r66ThsnckCUEdQIqqh26OqEmPMSTOemrDehCT5kvW1Wv+oVTIiptyCphuOCHSKYMWonMUcCSYJERG1l68lnmTviXzrc/oep2cPu463TLxJSmijs2pfBFyuRVQ1V7iAj1JUHm0zuPNhEXW3Wa3LFr8ceVK8hWbA4Xj6jlYgQQBEDiBgOdreBq2Bda7udsbrgHOhYsa0ku2bnvia+5i7aBSZUTNSHHUHgLrhlP+4IwroWBOKh7OW0L1lEgb1dOwJBEiESjX1m+DwSkaiGruvIkoiq6US1tp8Vbvgqy7Zz3kCy4gY09RqouJVEgiC061j+MLcBnQ7Yj0OdALZTSXWKU87jnvTEg6eDuWECE3if96mgAgODx3gMo84gg4yPuKWm8siLe15IIf+P/9dmvs/xuU74+inVhQsXEASBpqamNsW2rga+ehSFh5580ingBqBs3vyx+feE736X6OOPt3HBupWSkoIsy3FOVjuOIJnrVJZlWltbk8YTgBkd0KVLF6qrq9sU9rLV2trqRBC0N08oFHLiDtpz49qy4e3Zs2fp3r07fr+f0tJSDhw4wI033sjNN9/Mhg0bUBSFvLw8HnnkEbZt20Z6ejo+n48bbriBQYMGUVZWxqxZs1i/fj2LFi3i9OnT3HPPPTQ0NFBZWUl9fT39+/dHlmUHXMuyTGFhIZFIxOmrvXv38t577znxBZmZmU6BLtuJ2tLSwpEjR6irq+P9998nNTWVl156CTCdqyUlJQwePJizZ89iGAYFBQXO/hqGwdmzZ/nDH/5A//79eeedd/B6vaxevRqAZcuWYRgGoVCIRx99lLFjx7J48WL69evHpk2b0HWdOXPm0KtXL1avXs2AAQM4c+YM3/nOd9iyZQv9+vXj4sWLTJw4kb59+1JbW8u0adN46aWXWLp0KUeOHGHFihU0NjYSiUSor69n1KhRdOnSxYkiyMzMJBQKcfHiRee9c/LkSU6cOEEwGOT1119H13VSU1MxDIOjR4/Sv39/Jk+eTFpaGhMmTOD06dM8++yzlJSU8Le//Y2srCxGjJjNe+/9cw7Z6lSnPq2KahGgbfFTtwvULkbkLsJky+9JQTd0p4iVuazkZJXaQ8VtiOqWexg5QJovI7Z9UWKw5gFDw5B8nLbyUGXRQ1Ok3oKtUaJqvGNWFCUCFmyU3ZmfogRRE+a6YaUD6CwIa68DYnmsB0OlZAa7c8Zj/QAWfTFW4+TCWrDM0BA0DUTBGbavqGEH5OVZDtrEfFhbdpEzW4oadrJdB+peELzk6bG6DLLkjUHF1vqYs9W1Dnc7wVWQy5kgAcmLj4qCZK0/YrVba/N6sagwyBoCb4hWhIUgIaiKiV7tTFTZR64qUiC1ha3u/u9IdgzG5cpdsMs+7kYgA8M+1heLzCgJIghh8zrBkHwgSlZxLmu7jeXma3rUzDdVY991umjGD0hueKOrZp+LputT9QpEvckpozt71C4uJRmxkV1yxFyvLxy/34YoYKAi6BJCNMQJK281WeG7j1NRXXHc8XYxtmQQWtBNF6xuFeByQ1hRT16IKT6T1VX0TUg+/UqkW791I2Ja3HQ54b1htyEq+JwiW4CZBwtEXcczWSyBZrRPm91xo5Lc1hGb2I1qEshoA8gPomSA9XIjBRKV6Ix1rycZbE3WlmSSrc6yzxMTwlqvQRsAK8kish6/rnBYTZjH9fo/aVmDTgfsR69OANuppDrHOefxUIZecn4RkeUs53Eed6b9v9L/x0QmMoc5+PB1sPQH1zCGxbU5UYtZzHjGf6zZtJ1KrivJa+3evXscALS/sG3HZbJh9perqbt3x8FXAHnqxxedQY8eyA8/DP/zP0x+9902ADYnJ4eKioq4aXaEgB0zkChVVZ3818zMTCcT1a2GhgZn3cn6TxCEuEJd7fWxO+6gvczZRNmgNicnB4CioiJaW1spLy+nsLCQrl27sm7dOvx+P6tWrQLgzjvvxOfzcfr0aXbv3s2iRYuYMGECuq7zzjvvUFxczP3334+iKLz77rtMmDCBcDjM//k//4fVq1dz4403sm/fPmbNmkVNTQ3jxo1j4MCBrFmzhiVLlnD27FnuuOMOZ2i9oijMmTOHjIwMVq9ezezZs3nvvfdYunQpZWVleL1ehgwZwvnz51m4cCFbt24lNzeXgoIC5s2bR3p6OqtXr0ZVVXr27MkNN9wQd6wURaGqqspxKl+8eJG1a9eiaZoDcu2s49LSUn7/+98zYsQIDhw4QGZmJn/+858BuPfee/H7/bz11lvs2rWLhQsXMmLECARBYPPmzdTU1LB06VJEUWT9+vXceOONNDU18R//8R+sW7eOnJwc8vPzmTt3rpPnO23aNDZt2sS0adMoKytj7ty5lJSUcPToUefmh6ZpSJKEx+NxnNrhcBhZlvmIb853qlOd+ohkAi3bjdX+dZKdUZo4ZB/sqADRdMS6QCzA9WKGObMAR9RaxsjZENWAoAnnPBoFsu6se6jusX6xa2aleT3EUNFjWuHwcMwCm17ZT2u07ThnRQ3HYgq8pjPQkH0UeAWkcFsgYkNYG3zGskXNrFowodZA0jhHs1kRRhTMYf021BNlq+CT+fk9SPE6+Z/IJiB1ckkvITt6QNWjzr6ElCZOe83+Hh4VzFgENUIROsW0khs1zIJaCTJkn9mH1muCVTxL0FUM2eu03W3wS3ThFtPa7i9GJ5oAMKKNVgZsF4i69lXXnHzVIllHJHk+aaIbNhmUtcF1Mgib2O5kbS2k2YTKYgChtR4jpTuCGkGINJhxE740BF11HM1iU5XZT5aj1fB1MffVXqkaxh8SCAdFNFlAsSIovGEzVVlSIRI031MeRSecIsYKT6GjCxa4RnLgqyGIiEYUAwl/a9tjKuogiD5zfl0zHbiSFxGVpoh53Td72H1sOfFMh/3xUWn2sPvYXfASzeG216CibrRxs9rTRLvIktO7lttSg458QIlD/6/EFWsgYgjeNtNFwwRzbsCqCbKTC6sK7TfIXkZP8pvTzoCFmMvV1qViAex5vLK5nKYbbSIIIDmUvRolgs+rddZ+OK1pK0kUk+a/2qP9Al7zWEUjlpNZ1eNjWDqQphpOLqzS1oj+CUigw2pvH9o2Oh2wH4c6AewVaM6bb+Lz+zk2duwn3ZSPVDo6+eQ7z0dyeZmYWWTxNb7GkzxJxLpttJ/9HOUo93Ef13HdR9JeoF2H7jjGMZ/5bYpydeqT05XktV64cAExsRQmUF1djdfrpaGh4bLhX6K6Jltm+3aMDRsQbrvtitd3NRIeeAD+53/oVV5uljJ1XexUVFQwYcIEDhw44Eyz81qrqqoQRdG5yHDL7otk8NW9biApWLUvsGzHqA0D49pt3b22j2WyeZKpb9++nDt3jrS0NKZNm0ZdXR19+/alqamJESNG0NLSwtSpU+P2WdM0KioqHHhrD7mPRCLO0Pw33ngDn8/HsWPHOHbsGNOnT+fEiRN0796dX/ziF1x33XUsXLiQmpoadu3axXvvvcfUqVPJzc2lrq6OvXv3OkWsIpEI69atIxAIMG7cOHr27Mn111/PL37xCwA+85nP4PF4OHz4MI8++ihDhw7lhhtuoE+fPqxZswa/3++se926dVRXV3PgwAG+8Y1vcO7cOaqrqxk6dChnzpzhzjvvZMuWLSxfvpy9e/eSk5NDWVkZixYtIhgM8txzz1FSUkLv3r257rrrOHcudpOprq6OSCTi3KA4f/48paWlhEIhSkpKAHj99dedPisuLmb48OFs2rQJWZb505/+BJiOXK/XS2FhIXv27GH06NFMmTKF/Px8du/eTSQS4Wtf+xqyLPPyyy9z9uxZDh8+zF133cUDDzzA6tWrWblyJefPn+fRR08AbZ3cnepUp65dmZCvFbmDvMP21B4Es4HmSCGtzetj5GzT1eoJmrmalsN1kPXbvlhSMKSAU7ypyCebzk8AUUJQIybQ1RROCBFu8PfhqGLe5BIFCUUNoxmaE0Mg6DGHUyjSGFcIzNwHLe55m8eiBHqUcLSFY2oT4DULVxlRBE2JDfXHzEEFEFrrQPKajlRMx6Xthkx0/TqFxDQlBhdd0FGWPLRY0Q3m/KbDVFAjFFnQOlcVQVdicQNJZHiDZh6pKJkFxfwmHDYkH8WigowZb5AIMRMjIdoWBpMoFhQGR0MIyDHkJHsd2KGjQqQOI2swJEDoxPU5fd6OnEJkV5H3ae/HQALOsREi5s1QQxRMgB4NYdjg3DCLlAlKCD0l3Txn1Yh5zEUZQQlhAJpsAVcxNlTe7fi0nbGaLOBv0WnxW/ugG2hJQKFddEtwZcl6FHMdHlV23MsGmNA4tQdgFqMLeFJoiTSy9eSzV91PH4bsYyhYLnT7fWibPzswgSaVFDUwJFBd50abzNWrdL4KhoIu+Ilama5CO8hQMHSHgclGFFXwoAg+B9aqgsdpUzL4aisxA1aPu/lhoOsCdsSp/RzAZo2iYMLbZJzVLsLVESy9HNCbqCuBr4ng1t7TuHUkzNNeTIF7XYlO2mTyeSRUTSCqtv0clGQxrs903cDrlVCUjp337gJd/wzqdMB+9OoEsFegiQcOkI7pnFOeeYaZosjB8eM536cPCAK6IHAxO5vGLl0+6aZ+IFVS6dzBTSGFbnS77GW70pXv8l3eFd5lm7ENgAgR/sJfuJmbmcGMS8YZXI30hI9kGZmHeIge9PjQt9Wpj0Z24anEPNeUFHNoZLdu3do4CSF51qnH40k63a3XFy2iLjOT7hcukHXxItkXL+JpaCD805/i/5gALMOGoYki/kiEtMZGmhI+O5IN7bedqdnZ2W3AczAYpLm5Oal71pYdXdBRdEAwGKSlpaVN1IMtwzDwer3U19e3G1MAZlZsOBx2Lgbt46qqKqdOneLo0aP06NGDlStXkp6ezqpVq9i7dy9VVVX84Ac/YOPGjXTr1o26ujpmzpyJ3+/H4/Fw/fXXs3btWubPn09VVRVLliyhoqKCo0ePAtCrVy90XXcgtCRJzmtVVVXouo7X62Xfvn20trZy7tw5/H6/EzNgZ6kahkFxcbHj9IRYLq99/rW0tLBv3z6i0ahzfvp8Pvbv309LSwurV69GkiS2bduG3+/nwIEDvP3228yfP9+JkvjJT37CkCFDuOuuu6ivr+f1118nEAhw0003ce+997Jq1SoGDRrE6dOn+fa3v822bdvo2bMnFy9e5MYbb6Rfv35UVFQwffp01q5dy4oVKzhw4AArVqzg4sWLqKqKqqrcdNNNdOnShb179wIxJ/LFixcdqA+wdu1aBEEgPz/feT0zM5Px48dTV1fHzTffzKFDh6iqquL8+fO8++67FBYW0qfP3KTnQac61alrV5qhEdWjKFoUCKDqUWTR/HkgXgJoJGbEKloYUZAYKaRRIEcpIMogIdVxfjrOVCPKCIKcEqwbsnoktj7NLGSlEjUdrBocxYw6GEIXBzoOlNMYGQH0EGPkbI5ZxbXi8mR1jXwpzLBwlMKUFFLJJGw5ZpM5MOOcr67XfRa0xZ13LnvNYeaWC1ZQIxh+E8AaKV3NaVYuquFLA1FyQLJdMMkNGt35sHa8ghmh4EEOeJEljxMBUeD3AFEG6QEELQKqdc2UUFjLsHNedcspaccOSF7HuXvaaEbG225MRDLFFTAzNAZrnhhQd/dnWg9zqH6rea0iNlVBWnrcOjrS5ebCwqXdr/b2cqMGglKDELHiBvRoDJZa5z2CZAJtS4YvzQSvouT0oRANgSihiYZTWErQwYtV5EtvRrOGMwvtUCNFSkn6DjNzYM3tqz4BQTMBrC4KRLwaXtf6BFVBt9ttTQ94zOtm3dCJ6grb8p5j9rD7OuyfD1uqFiXoTcPwmcXOZF1GFS1XqW6AjtM/bkdsR1mwyXJg42IIXNAzGUS1Xzedxx4EOzJAzEC1XLCCoSMYeizH1Sr6pSOiC3K7RcCgLRAGM5bAHUOgivG/gWUpPtPVhq2SQByEjZvnMliofd3tBphX62Btb7lk6+4op9QNhhMhcbKYgmS9nDifRxbRdHv0hDlNlmJLarqBx8p69XkkPNbnREtr7Dei1yq2pUY/Kq/uB5dg/fuotwGdDtiPQ50A9kr0ta+hP/UUYjiMt7kZLzBz5842s707eTLb5sxB76AwzdWq64ULDM3PR9J1oh4P5Tk5VObkEPF/eA7PYoqdx4MZfMVveAmJ6cJ0Fg1exKOnH6UB02X3jvVvOtOZycwPrb0AYxjDZjbHPe+Er58u2ZArPT09DsC2tJg/lqqrqx2g51Z9fT29evWivLzcmXYp+ArQkprKm/PmOc9HHj/OXWvXol2BQ/cDy+sl3KcPKWfP0r26Og7A9unTxyla5VZlZWW7gDUUCpGdnU1FRQXp6enOMHe3mpqayM7O5sKFC+3GC4RCIQfQZmRkUF9f32YeRVGcCIL2IGw4HI4rvmXP4/P5HCCqaRrbtm1DURQKCgooKChg8ODBrFu3DkEQePLJJ8nIyODWW28lEAjw3HPP8fbbb7No0SJyc3N5/fXXOXHiBIcOHeJf//Vfqays5OzZswwYMABZlvn2t7/NSy+9xLRp09iyZQszZsygoaGB0aNH07t3b1588UUWLlzIuXPnWLZsGRUVFXg8HkaNGsWRI0eYPXs2L730El/5ylcoKyujoqKCcePGUVpayne/+13Wrl3LjTfeyOnTp5k+fTqyLDvZtS+//DLDhg2jvLycxYsXU1tb67h7fT4foVDIOb8bGhp45ZVXiEajThZtKBTi0KFDlJWV8cQTTzB06FD2799PWloaTz/9NAD33HOP059vv/02CxcupH///kSjUTZs2EBjYyN33nknhmHwyiuvMHr0aFpbW/nhD3/ImjVr6NWrF3v37mXevHn4/X7Onj3LnXfeyZEjRygpKSESiSBJEhkZGQwaNIiTJ08yceJEunbtyquvvkooFGL79u3cc889HDjQExIKOHaqU526tjVt8F0crHjdea5qUXSiFhDUqGo8S++MXFQry9Er+52h4bHiXJoD7kZ4ulJEK7r1nX5ci4/LsaHaSWraQDhFCzttsGVDXkULU+iKNiimlYG24zTSxChPV04bzUiC5OTX+m0QFUgFFEJKY1LwlwgdLwUhTxFCRGCkKJtXyFbmptBaD5LXccIagUyzvY1lsYUlH0PSzOvTYlrjHKbuiAc7f1YUJXPIfjIYKUqgS/HPE2VllTrxBJIrdkCUzAJQrpxU93YuBTXBApuaYrqCAxno4RAQRWysQBRN560BCHJKnFu4zTosJRZHgysDse0plpNrXSvqGgY6gugxC3GJhnnsvCZAdTunHVjrDTqQVlBChFIFNFkipdHVPhEMtaVNWKchmk7YqFdES9KvBmJS52uiTKeted0gWrBObKnhdGoKsuhF1ZXLztP9qBVSmjjq8TCaNIRIU5zr1Q1TRYsoxsUQiCC4SKMh2VEF1nNB7NDx2h4khVjmriFIgETU5f4XXPEBogVbNUGOW58bqHqNCBEhEAdWE92vNoR1z+NBI6LL6IZ5quhGDL4mStXaTjenxfpHEgVUEjJV7SJYhuHAzqtxv15O8afLLRCVbD47RkEColYDOzJIJ0LY9qIItA52VhQFp4CZXZhL9phbvZZB7MehTgfsR69OAHsl+tnPEH/5S6JFRby1axczFAVl1SqwIIfY2orv7Fmm7NnDoMJCynr3pmdlJYWDBrF9zpwPtGlRVRlx8iS3v/IKspZwoSgI5A8dyhvz5lGflfWBtgOgErvoGPwBhpMODA7kG8I32GZs4x3ecabvYhciIlOZivQhVa4MEMCHz4k+OMhBlrDkQ1l3pz5eVVVVOVmc2dnZcUPpg8Eg4XC4DRQsLy9Pmot6OU5YQdNYuHkzE/fvB0D8CG6cdCT/+PFw9iwjTp6kaFCsgvz58+eTzt+zZ08qKiqSulNTUlKora11gGh7+28X6OooP9d2xyaDr7bs/m7PAQuxKIT+/fs7Q+OnT5+OoigsWLCAjRs3Mm/ePIqLiwkGg6iqytSpU8nIyGDDhg2ACaPr6+s5e/Ys4XCYcDjMvn372LdvHzU1Nezfv5+uXbvy5ptv4vf72b9/P++88w4LFy6kpKSELl268N///d+MHj2akSNHIkkS69atIxgMMm7cOIYOHUo4HObgwYOcOHGC22+/naamJmRZ5pe//CU+n89xjR48eJB9+/YxduxY3nvvPbKysnj8cTP7esWKFfh8PjZs2MDrr7/OggULmDRpEnv37mXfvn2Ulpby5S9/GUVR2L9/P1OnTuXEiRN84xvfYMOGDdxxxx0cO3aM7OxsampqWLhwIWlpaaxatYqioiL69etHv3794sB8U1MTtbW1zrGsrKykvLyc+vp6J6Lh1VdfBczM3aKiIoYMGcL69euJRqP87ne/Izs7m5tuusnJVv7FL37BnDlz+N73vsfq1au56667KC0t5fnnn6e8vJzf/OY3TJw4kQcffJBNmzaxaNEiDh06xIkTrUC/ds+FTnWqU9emZg69h2g0yusFrzM59zY8nniX1vN7f8bAbqNpaK0lM9idupD5/dAlkA3Eiv5E9SiCEGKg5APBy0mtzoGI5nxRopazL6KF8Ul+IlqYgCeFpnA9ABeazM+tflkjANMZqmoKqhYlTAteyd/me9rONNXRHQesVwygalGGiekI0RCqrNMSaSTFd/kOzEvpiBACCcbqUhxcFCJNJqyzYWdqD4SQ+b0rRENOQaeB1tDxYkFhIAEnn9SmD24AakYhEN92XYvPWu1IVvsM2y0pSpzW4q8BLge42nJD2yKfuc5cFQxfKmB+7xuy1ypOZkYmGKLEoPpqCjPaH1mXGA3hbldikTSnLboWg9Wu5d2PC41mBqui6UyONDnw1YmNsIGlroEkmZENDfVx23EiCLTYjXpJNWhJl/CGdTMmQGl24KsbJtryKDp+zfydJRlhwG/CV6JO9iuAJkpIuoYcMRBdblHVKyDZP9Nsp7M/jWSDsxPjLD5OTRuynB35L+AXUyAJUBZ1Ax0hDsraIFaVE+C1dbhVMZbVKhi6BVATCnNZ04QObqIIhkbUyqV2w1c7SkBCbQNwBXR0ZHSXKUlAJyr427habfesW5ogmREGmC5YG6raHDoZZJUEiKix+WyemAzUaroBkslcEw2roiCgOUWv2i+mlcgr7bZdDbS9HAmC0KaomEcUOgSnti6VYCFLIpp17stS4udF/PplWUSWRUIh871nglg7N/Yj2vkr1ccXAdvpgP0Y1Algr1SBAAwdSnNREfrEiQS+9CVzmq3164ncdx/dq6vpbg0PzqmspLRfP4qSVDm/HF1XUsLdq1cTtFyBhiwTHjECb+/eKAcPErhwgeF5eeQWFfHm3LnsnzDBLBBwFYoQ4SIm1LmO6xjO8Ktajy1ZkJlrzGUoQ3mRF2my3FE72MFhDrOc5fSi1wfahq2Iq1yh3HlqfyplD4+3h3fX1tbGZcDawNFdJMqWvYx7aL0kSZcEsPO2bnXgK4DQ4+N1Tktf+hKsX8/4Q4co6dePY2PGJJ3Pdv/ajslk0QD2nWVZlp2/ifufkpJCS0uL46JNVhQtcZ5kebN2e+zjYEdIJLanqamJnj17OvC1Z8+e/OEPfwDg+PHjZGZm8thjj+H3+/nCF76AIAi88cYbZGVlkZOTw+23386qVasYM2YM69evZ+XKlRw9epSZM2fi9Xp5+eWXGTp0KBkZGYwZM4bCwkL2W8ezS5cuhMPhOHf0O++8g6IoDpzUNI1Dhw4RjUad6IE33niDnj170rWrmQOXnp7OxIkT8fv9lJeXU1FRQWZmJoMHD47LZQ2Hw9TX1zsw9MyZM5w5cwZN0ygsLARg+/btBAIBjh496uxHRUUFOTk5/OxnP2PgwIGsXLmShoYGNm3aRGpqKuPHj+fuu+/m+eefJzc3l/z8fL7zne+wdetWevToQWVlJVOnTiUnJ4eqqiqmTp3KmjVr+MxnPsOePXu4++67KSszHViqqjJ//nwCgQCvvPIKACNGjCA9PT3u/VRcXEwkEkEQBHbv3k1dXR1ZWVmUl5czcOBAKioquO6665xoicbGRrzezlEHnerUP6LuvfHfeWLnvzKw2xgHvtaHqhwAC2YRLi8BMEDQIhiSD6/sNx2zgkRzuC5pHqVP8qPrGvNHPhA3fdPxP9MlkG2CNFFCdhXKceCc/YNUlCAaYjgyp7zpqLqCqivIohdBVxHUCCE97BTZstdxJRDWhHwAMrqho2uaExVwSNYZH9FBihWcFZSQA/cupYG6F0Ti4ho6bMsl2m5DVsfFaUcDWIXC9PT46247e1bVonEFrnQrMFEU4guU2bDT+WsdjwJJo79q9oEezEYO15oQVlWsDFwJPEEGtbRg+NKcOIlk6gjEtpnXNd3um6T9I0hmjECy4elWkTA0BaKtCJHGWNshVlAtiSTVwBcGw4L7AmZBMsetKULUGzv3o14rmsAqN+UeLq8LHkQjioCOoFlZsgnASLMTB3QVSUxJ2qaoHr2kk/ujlmQfw5SuSJEmPKoZQ2BD12QQFkBWjTgIK2jWWz1hvsRiW4YQ/1gwtLhpNpRVxORmJbt4VrzbVXam2fDVft2GrLbD1YTCbT/jDJfr04a17gJcqm7GDEA8XNWM+Pncr4kCZnvaFMpqu1+CYAPJjmFikoSHDqcDjoM32fSrlSQKcetNXFcyeOyRxbjpqmbg85jHPhqxo2XM/hIlgUi07XtDtqIKbEesocc7Zf9Z1OmA/ejVSamuUjnvvYe4bBmq14v09NMI99xjvnDHHfj27yf66KPIGRmwZw/CsWN85rnneGvaNHbMnNnmw/JSWrpunQNf1QceQH7ySQIWYAkAnDxJ5POfx/fee9z6+uuMOHGC/ZMmcbZvX5qv8A1UQQVHMYcGG9Y92Q9D13EdD/MwW9nKfkw4Ukcdf8IsBDOWscxlLikkv5C4HPWjH6WYUOWDrKdTn5zswk9u2QC2a9eucZmltotTlmVUVXWclu6h9YlxBYkacfw4N733nvnk5psxRo7E/61vfRi7cvmaPx/j+99H+L//lyWvvkp1t25U9mp7UyIcDpOdnU1tbS2pqak0Nze3mae5uZns7GwqKyvbzW9taWkhMzOTiooKZ33J5snIyOgwyiAcDjvQrr2YAsMwyMrKorKy0inAJUkSqamp9OnTh8GDB7NlyxbABOf79u2jrq6OgoICwASDb775JiUlJfzXf/0XkyZNIhgMMnbsWJ566il69OjB4sWLycrK4rnnniM7O5v333+f//N//g979uxx2tCnTx+WLFnCwYMHmT9/Plu2bGHx4sWcOHGCu+66C03TWLduHT169KB79+40NzcTCATIy8vjG9/4BuFwmDfeeINu3bpxww03MHbsWF588UV69uzJqVOn+M53vsP777+PqqqkpqYyYcIErr/+eg4dOsTtt9/Oq6++ysKFC8nLy+POO++kubmZEydOEI1GCQQChMNhp49ra2t56aWX0HXdiSJobm7m6NGjThTB8OHDnSiCv/zlL4DpvvV4PLz77ru89dZbLF68mO7duzNkyBDWrFlDNBplxYoVNDc38+abb9KtWzf69evH0qVLWbNmDePGjWPPnj1kZGQwYMAAVq5cyf79+8nLyyMvL4/58+dz4403oigKt912G42Njfztb3+jtraW0tJSPvvZzzJsWA6bN7c9VzrVqU59evR2wUvMGnFPm+lfnvE/cc9/tvEecroMJOhNs4CXyBCpC1hD3fP0RmdIPZiAVpY8pAqZNLZa39+Sl5sGJh+ttHDU5wHTfdu/a3wxWDv+4LTQYG4TQNcQdJXh+MiXxRhstRhkxMpJdfJc7XUl5L52NBxed91ktPNSZcmDV/JzXDZvdo5UY/BTaK2PxQIIVn6oBQGJhsxoAk/QAaaGL42BmO0uFhVyowaGJwi6RrGoMEgImNNV0XS06iEnm9TuA0P2meDVciUjSCYYtgqfIXspptVxLZv77oKuSQqr6YaOooadWAT7GCRKFCRKROumr+zFkC0HMLoFEiOIrQp6Rl8MUWagbjqCi3xybJ+AIo9gFspSI4CIIcoUCpfp9KVthIRzTO3pgSzQFPRgdpwzWHA5W5F8ptNVlOIyYNEiTmSBXRgLrCHz4GTu6iKWc7Vt+wSrGVLUACnUJrvUdoIaEk5WqkexhkkrBqpXQNBBVgUgFIPHxM5juw/mjviXy+63D1vThiznrdMvcjjawriUrgitdUhIaHokDroKOu3GEwBoHgEkEImi40kKOZPJSIDwhiCh43egansS0J1MWGfZJL+HRasCiWxEHThrQ1gb5tpxBR4jimZlyNrySNAajW9jYhGuZK9BMreqYIJeB1q2XYE91L+9Ql2XKt6VTFfDJj2SnR3e/rYka72GYZB4DyKxnXqS6bIkoGoGumHgkdo2MsXvoSWc3KAjyyLRyLUVQ9CZAfuPpU4Ae5UatG4dkq5DOAwrV6Jv3Ij4wx+CohCZPh1fEqgx7a23eHfyZCJux2wHEjWNKe++S4blpjIefRT5hz9sO+OIEfjeeQd+/3uUb32L/qWl9C8tRRcETowcSUVODvUZGdRnZFCXmUk4GGx3mzbAFBGZxKTLauflyouXRSxiBCNYxSqn0BfAYevfAAYwjnEMYxhevB2sra2WsIR97ENFZRazPtS2d+qTk+28TBzmHo1GHRCZmZnpANj09PQOh9bbEjSNxa+95jxXs7OR7rkHhg79EFt/eRJ+8hOUffvwvvkmd69ezZNf/CKhlPibCHa8gCzLSeGrex7blZoMnsqyTF1dnRPZYLuO3fL7/dTX1zuANplLVhRFGhsbnXnbkw2BbadoWVkZ119/PceOHSMvL48lS5awbNkydu7cyS233MIrr7zCbbfdxunTp7njjjuorKxk3759gOloLS4uprKyknA4TGlpKVu3bgVMx2ZxcTGDBg3izTffRJZlXnjhBQCWL1/uwPhf/OIXzJ07l3HjxuH1etm1axfl5eXMnj2bSCRCZWUlN9xwAz//+c8B2LRpE4IgxK3/9OnTNDU1sWrVKrxeL6+++iper9fJtZ03bx51dXXU1NTw4x//mJtuuokxY8aQnp7Om2++SX19Pf/yL/+Cz+djx44dzJs3j2PHjvHwww/z2muvceedd5KXl0d6ejp1dXUsXrzYyb8tKSmhf//+9O7d23EVi6JIOBymqakJVTVpQ1VVFRUVFdTW1lJSUoIkSbz88ssAnD59mlOnTjFs2DAuXLhAcXExjz/+ODfccAOapnHmzBl+8pOfcMMNN7B48WIikQiKovD8889TWFjI7t27OXPmDOPHj+fw4cPcdNNNbNu2jdLSqcAHj8HpVKc69clJFj3sLngJrxxg0oBbnek78l9g5tAYmJ0+ZLmTsTpMTEfQVQxMkHVcNb+vVV1B180iXyle0xDQHK5zYGhtS/JikW7de+O/s+n4n62CVKDqUbJTzAKCuqE7jtFcTwAiTQhqhKG6DLJhQk9R5oDQgix54+CrDeXcwPVSjlj3UHgbCIiC5GTXyqKXE7LKKIVYQSz7r6GZhZsEKTYNK67AyooVIk2Oa9Ys2BUxIa61f4YIuRGLKItSLNfVaaAUc70KViyCFgFRNuErkC9GnRHhNmwVBZEWpZEUbzrhaAteVz/ZoNYrBxyHrFvuiAkT+pmvn/EIDJbNURFCfWlsftFwIhgMa7lBkRiABhhcU2XCW1HGCGYj6CqD8VAk6x/I1Wl4gmaMQGt9XMGtNvDVBVoBaL0Ivi5WjmnsHJFUM6fUEAUE0eeAdUOPOLjOjguQVJ2oV0Dxi+7oTrMJSZyXAFLUdNfGzSt68KhW34maWURM8qHrzeiGRqtVZA742AtvJZMNYd1KdLxCWwjrlhQ1kHRQPZLleu04/zWZDKsAdGK+bkfFuhIlmsEVbaYrQvu/VyVDQxFjzniPrhK1zj3NEPHK8QW2zOnJ1yUKIEpt508+r9Ah4IR4YCnZow2TmMQ0/cphpBuaSmKS7XTQVvdze2SfJCQ4X63pUReZlSyHq+bM1/7+R6IasiSiasn3zReQiLR+8jnKn4Q6HbAfvToB7FVKtIb1RrxefIqC+Pe/w9//DoAvyfxNqalsXLTosuErwJ1r1zLi1CkAtOXLkb7//Q4aJMLXvob31lsxfv5zom+/jTcvj+uPH+f648fjZj3fuzfvjxtnAtmsLLo0NBD1eCjr1Ysj4hEAdHSneNaHrQEM4Nt8m9WspoiiuNfOWP8A+tKXm7mZXHLx4Em2qjh1pSu3cusl5+vUp0teb+zCxgaCtuvVBpHunNhkbs1kMgSB8336MNgaGi5v2EDLiROkWM8/Voki3hdfpPX668k4f567XnyRv91/P4Yrt8iOHrABWzLZ89ixA2KSCx0baNsXMsnmsS947BxAj8fTBsDKsoyiKI6btj0XrFsjR44kIyMjDvjm5eVRWlrK0aNHOXLkCPfddx8DBw7k/PnzFBUVsXfvXr7yla9QV1dHeXk5I0eO5MyZM3z5y19m8+bN3H333ZSXl6NpGoIgcMstt9ClSxcnhqBHjx5EIpE4N3BlZSVr1qzh4sWLVFdX061bNwoKCsjIyGDr1q0UFBRw7733OvA5y8rWHj58OBcvXmT69OmsXbuWUaNGUV5ezrJly5x9APM8jUajzvlZX1/Pa6+9RiQScdy9YGYanzp1ilOnTjFr1izq6+u57rrr+NnPfsaQIUO4++67qa6u5o033sDn8zFhwgRWrlzJqlWrGDBgAEVFRXzve99j8+bNdOvWjTNnzjB37lyysrI4f/68E0Xw4IMPsmvXLpYvX05paSkej4dwOMzcuXPxer0UFBTQ0tLiFGezlZOTg9frxev10qdPH+cmyPbt27n33nsZNGgQpaWljBs3joyMDP7851o6AWynOvXpllf2M8KXBbrGgZLNTOi/gHeL1hPwpLDvjFmsS9UVUv2Z5KqiOYxcxxpO3oqihx1QJ4oSUat4lyiIlovSCxYkWjru65fVJtsNC2Y0QW1LhQN0FQvmGv5epvuztR48sWvtk1qdlTFb5wDY9kBrovvVdhO2J3t+r+R3hvGLgsjbahndUnszLBSmMC2dQS0toMVALLoag3uYRZTAHKotNleZjstIk5MhC5hwGUwXra7FIG7isPxkmZ+CBLKXIo8Qc8a61BCuRRQkWpRGJOuvKEgEPJceTdYmj9XVX0WyzkDdi5GVC6KEVGNdX4mgoyJYEM1QWxA86WZsgzdoQlpVMQGjFQcAkJvagyL50kXSnLa5jqddhAtwzg8nDxcwJJ8JyHXNzKvVIw6+ETCdujoq6CqqbAJDAEnHhK/gwFe3BDnFLMplP9cNxA6aL7qAkrsIlS4K+EO62W9yigPfzSJiKkPxc4IoPtlPRA0jChJbTz6Lbuht4j0+CZ0QI5ASZISUiefiGaJe6xrUvY8ITtatmISL2dC1vfzX9mS4fkNGxHR0F/6wAay7+FaH6xJEZx7VKuYlG1F0QU4OZ8W2VEBLIM3JIGxHSjY0X5YE2sbIxopwuSXF2VaFpLEF8fOLzjrcEDSxoFYy96x7W4nw1V0wzIau9rTLAci6YUHXduSR7agI8w3n80joknns7QgCWRKRxFgkgTsfVvJcO9EDoigjiR8ttrNjMDodsB+9OgHsB9S22bMp69OHh5580plWm5XFlgUL6FpdzXVnz7J76lTK+vS5ouiBrhcuOPCVv/wF6bOfvbxc14EDEf70J9M7umULxo4dGKWlKPn5UFqK/+JF+pSV0aesrM2irX4/fUdEeXoM7OsNXeX2844+qLx4uZ/7aaWVi1zkBCd4l3fj5jnHOV7gBef5bdzGaEZ35rv+k8nOdgVzePblgL5LStcZf+gQUY+Hk8OHc6FHD2bs3EmguNj8kfQxF+ICICODwObNKOPHM6CkhHlbt7JlwYIrXk0gEKC2tpZu3bpRbeVQu6XrOl6vlwsXLsTl5brV2tpKZmYmlZWVTkGvRCmKQnp6OhUVFe1uy62BAwdy4sQJAIYOHcoXv/hFdu3axZQpU9i2bZszX35+PgcOHCA/P59Dhw7Rr18/9u/fTyAQ4K233mLXrl0sXboUTdPo168fTz/9NH6/n+XLlxOJRNi4cSOjR4+mqamJH/zgB6xatYphw4axY8cOAMaPH8+4ceNITU1l3bp19O/fn379+pGRkeG0o7m5mf3795OSksLhw4cBuOuuu0hNTeWtt97irbfeYv78+YwfP569e/eyfft2ysvL+e53v8v58+cpLi6me/fuDB06lIkTJ7Jt2zaWLVvGa6+9xuLFizl+/Dh33nknLS0tThSBx+OhurraOR7l5eWsXr0aIC6K4NSpU5SUlPD73/+eUaNG8d5775Gamsqf//xnAO644w50Xeedd97hnXfeYdGiRaSkpDB06FCeeuopUlNTueeee2hsbGTTpk306tWLOXPmMHToUNasWUNGRgajR49myZIlbNu2jXffNT+XR48ezU033UQkEuH2229n//797N69m7Nnz/LMM88wYMAAxoyZws6dHcd+dKpTnbq2JQoixbQyEC9DhFQOlGzGK8UP2x9l5T0bMqhaAyf1FvxiCooaJuxy4NluvIAnhSFSF/a05AN8ICDkhrG2tuU9x+FWs3ClV/aD0YRX9qNqUccVmObPTAruLul6dTllTSCgmtsQdMeVC8QNz++W2hvd0MkL+gmH69BTerG/pZgbsVxFkhdDU5zCVAKmo9EGjUIkdpPSEOWYq9XZmAlTc9WAM78hym0dsWC6SP1pGJIPVTNvCtrOV1U3i5u5QasN7wBalEbntVhUQ+y3SEdFu3RDQ0SmWFQc+Kl1HYRUU4ihR000pIfNaALMzFQAorGb6IYoIbTEX6OY0L99CGu3faDudYqbxRqVUIgs6QpM57AbnBqigCaqDhS0IaE3bMEaNYxgnQuJyEhQIwjIlnNWwaMYqK4h0VLUMIfYA1ISeG5HGQCEgyL+kG4Ca/dvoWgrpzwGoiChakose1WUED+kYscfRNOGLGd3wUvIkpfjag1jAI8ioMoW1BNjsQOSaqDJgpmf6+oO1dNB5nFHecgu+KoKQSRDRbciCNzuVzPj1RUFYUUJmG5bVyasq99lI4oqeBwQ61ZHINdvKIQ7cM1eSnYUgXiZhZkuBTOTFe5qf972N5j4mkeMbdcrS5cEqolvnsR2J0YPJIlHBkwoq7nmS+a6lRKyE3weCV03UJQk2bDey+Av/0DqdMB+9OokWVep+txcMoqLmbt1K+/cfDNrVqzg1o0biXo8rL7nHqq7d6dgyBD23HwzqY2NjDp+nFAgQEtqKjXZ2Wiejh2dquw6NMOGXV1RrfnzEebPRwCcS+fz54k88ghCURF6eTn+0tiwoEA4zOcOwecOQcQj8dxn/JT3VtHkj+40CRCgt/VvDnM4xzmOcpQjHEEl/oJzAxs4xjE+y2c/svZ06tpTz549457b8NUeQh8IBGhtvfxsMIDpu3YxY9cu57l9syOSk0PgKgvYfSgaORLvqlVw553c9N57lPXuzfHrr086q10EK1Gtra107dqV6upqp4hWohRFcfovGWAVRZG6ujpn+WRRBh6Ph8bGRmc97hiIZCouLmbKlCk0NDQwZswY/va3v9Ha2kp+fj4PPvggmZmZbN++ndmzZ7NlyxZuvvlm6urqmDx5MmlpaU4Mgb2PeXl5HD9+nIsXL9K9e/e44fWnT59m0qRJvPvuuwSDQX75y18ybNgw/H4/o0ePZsOGDQSDQZYsWYLf7+fVV19l1KhRpKWl8cADD3D8+HFuvfVWDh486ADY1tZWGhoaHCdtRUUFr776KjU1NVRWVuLz+Vi/fr3TBoBbbrmF4uJimpqanCiCESNGkJaWxrZt22hoaOAzn/kMXq+Xd999l3nz5pGXl8dDDz3Ezp07ueeeezh58iSBQICGhgaWLl2KYRiOG7h///7k5ORQVGSOJAgGg44z2VZdXR0XL16kpqaGqqoqqqqqePFFczhgYWEhhYWFDBs2jJKSEufCtqSkhBdeeIHU1FRnPbIsk2LFYoTD4bhtiKJIc3PzJTOXO9WpTl37alWaaYhUo6eaw/yHiF1A1ygUWtF1zclcLTRMmNcQNiO3FLXt+98jehnrM9fjdmb++LW7+OHitR9amxOHWm/Le46G1loH0mWn5Fxx0S13Jmwy2CeLnrgh/DZ41nUNr2xCP0ULI4oSR8Pl+CQ/hwyzj8b6chBb6zAkr5nbaheRdRXxMvxpMWCIOTxf0CKmQzPcRC5pgIagmAW22kBaaFMELJbzaq63JdKIz2qrDY9teBfVFTyuqvOqpiBLXlQ96oBnd/xAMtnbKaTZ6fvcjL5me+vtyDO7opTmtNcIZKADYmN5G6BpZ8cWi0rcNgAGqyI2xTGsZpk3EywIK8bHP9gStAgIrkgHqy8dB6o3FfQWdBFUr6s4lIv+GLJ57ATFdHxrshDn4jSdsdboIiW+jYmSI/F7bRfz8oV1NMt9q1u/kWRdpsBvWlPsAnn2OZssMuKT0tTBd/Ju0XoAtKwBiK11EI1dM9pOWF0UnP1NlB0foAseBDT0hNGRiUW3zGWiDoSVjRAGkgNeFSGYPILA1WexgltCXC6sG7omRhMkgtxERSS/M4dzismxYls+2SDicsTKkjmT/bpZgOvScgNKMQGOJsLQRAhr56ZGrTwENwy119URUHU7WRNhZ+J8uhNPEO/GFYSYw9UwzO3JVn6sPZ8ERJPECHhdRcdsMCwIgtOutKDPiR9ojcSyYFNTYsdYsVyxDVf2E/MjkSTISJfILv7g2+h0wH5c6gSwV6njX/gCvQ0Dz5tvxoEcgIf+9Ccqe/bk4IQJ1GRnc99zzxFw/TBtTEvjufvuo7pbt7ghxm7VZ2VxeMwYxh45Qus3v0lg794Pp+F9+uD7299iz8+fh0gEqqvh4EGiW7fieeUVfFGNzz39DLogcDEri/Jevdg3aRJlfft+OO1IIhGRfta/OcxhJzs5yME4EHuGM7zJm8xiFiIiESLUU48XL13ogoBACSVEiDCIQR/ILauisp/9ZJPNEIZ8GLt4TUlH/9CKrH1UEkWRyspKunfvTkpKStzQ9aqqKvx+vwNf2ysolaiU5mam7t5tPpkzB3XHDmRNI5yeTmDLlisukveha9kyjEceQfiv/2LRa69xpn9/WtLaVlLuCHbZQLUjIFpVVRU3r1t2TIENu+1IA7fsC5rESINksuGs7aYsLy9nzpw5HDlyhFmzZnHkyBFqamo4e/Yshw8fZtGiRQwfPpxoNMqmTZvo0aMHmqbxH//xH2zevJmePXsSCoWorq5myZIlHD16lNtuu40TJ06g6zq1tbWMHz8eRVEcGJqSkoKmaezdu9fZ9y1btiAIAvn5+U4eraZplJeX89RTT9G9e3d+8IMfsHPnToLBILW1tSxYsIDMzExKSkq4+eabWbt2Lffeey+HDh1ixYoVnD59moaGBpqbmxk8eHBc/EFLSwubN2+mpaXFgaaSJJGens6xY8c4duwYixYtwuv1kpOTwyuvvEIkEnGiA7Zv346iKNxyyy3079+f1atXO1mwjzzyCFu2bCElJYXCwkIWL15MdnY2x44dY/bs2axdu5YvfelLbNmyhSVLltDa2oqmaaSmpjJo0CByc3PZt28f9fX1ZGRkcNtttznZsitWrODcuXP8+te/dvZj4cKFzJkzhxdeeIGVK1dSVVXFY4+dAoa3ex50qlOduvY1ZdAd7Dmzvs30cLTFhGiC5gx7b2iN/861YY9dAMtd6KlQaCU7pScltScZkTPlI2q9qWTZl7sLXiKihdF1jTR/pgMUIb4Ql1uJkQQ2KFD1KLpmfi/KogklkxWlMl+LbcdWnt6I6jEB2ThfNwCnYJfhS3MKQwmt5ne4oGtovjRQLdes7ANViY8fcG3f8LpqPdjbFiWH2rRGWxxg3hptIUWIv8YQBZGAJ8V0ELvWaztiFU1r44q+HDkZsYaG0aWPGY1gZdy64ajt+jX0KILowbBjLBrLMXxpGN4guVazijwSA3WvCaAFTPeqEgJRIResuIGI6XpNgMVCNBR7rMYeI8qgxGftS1bAnBw24x/CwZgTVrSPYST+RrUugqBGiQRFJNWEjBG/SNSIXWcakjk9sfCU87o1XdBNZ6ikGm2G56ta1IniAJg59B62nHgG+GSLcCVqSu4dZlEurYKgP40hgYGIrXWoWjyI9Sig+MXLd2W6ILz7sQ1jbQibmBvrMcIOVDUQ0QQvIu3HfBmICOjoguxAVz0JFBOtX1hgZsDahbhUMR4YJ3NvdiRZikFaG8o6UFQ0QBDarrOdTkzmirVBqftU9EixdUqJdlvd3H5HgLWjbSaLG7BBcLKfYu7tuIGxXdRL0/U4F64kCg6E7UgBn8daPvm8fv8n7yL/ONXpgP3o1Qlgr1KazwevvQYbNtD6yCMEioqI+nwYgoA3HKbv+fP0PX8+Nn/XrmiKgrexkfSmJr78hz+gCwJVPXqQ0tKCJxpl/6RJ7Jg50/nUOTZ6NGOPHEF3ZQZ+6OrTx/ybmws33YTnq1+FV18l9OijiCdO4A+H6VpbS9faWkYfO0Zhbi47Z8z4SEEsmM7YhdY/DY1d7GI3u9HR2W39AxPa6u3cB+xHPx7ggauqGthEE3/lr9RgwqnpTOcmbiLA5Wf4XqvS0NjEJnR0mmjiTu7Ez5VfSH8cMgzD+TJtaWlxim7ZckPI2tpavF6vMzS+oyxYXRRB01B37UL0eDACAfz798OQawO0Cz/+MeENG/CfOMH8LVt4+a67rngdPp+PcDjcYTyAXawrmey+zsrKistPtWX3c3V1dYfw2738jTfeyN69e+nXrx+HDx/m3Llz5Ofn09jY6OTNggmO33zzTUKhkONoHTJkCBs2bECSJJ555hkAPvOZzxAMBmltbWXdunUIgsDKlSsdoBoMBunbty+33XYbu3fvRhRFNE3jrrvu4vjx49x9992cOXOG/Px8JEnC7/dz4cIFysvNAiHBYJA1a9agqiq7LWg/depUVFVlz5497NmzhwULFpCamkpKSgp//OMfycrK4qGHHqKgoICCggJ0Xefmm29m8ODBvP3229x+++2sX7+eJUuWcPLkSW677TZqa2t57733AAiFQhw6dIjS0lLKy8vp2bNnmyiCSCTCiRMnKCkp4Y9//CPDhw9n586dSJLEX//6VwDmzp1LVVUVhw4d4tChQ8yYMYPW1lbGjh3LY489RteuXfmXf/kXgsEgq1evRhAEysvLCQaDzJs3j5deeomMjAxSU1NZv349ra2tzJ8/ny1btpCTk8OuXbsYNWoUzc3NvP3225w5c4YBAxawc2e7p2SnOtWpT4mmDVkOwMZjf2L89V80J1rutcORCmTJ/Ly2i3IlFtmBeEesu4L9wG7Xx8UUfFyaOvhO5/Fbp190Mmlt+S+Rd2oCWEgc86vqJmSWJa8DnBW1NQ66ul2aNtSVLXfpEbWWMXI2huzDCGQgRENmHmmkCaz2GYEsJ5bAdloCSYtwuWV4ghSLCqqmoCj1znQ7C1dRw6R4TfhqZ/U6q0JCljzOsPa41wTJyby1AW1HTlh3HxRI7u3oDA5kWPnBMQ1qMYGcIQoYqCAKiMgmiNUUhJYQRkpX0DUGNZqF1/T0XmDlxQqqAjaEtrNSDc2MfvAGMVxOY0EJmYXKwOlvQfSABX6NlO6x/W6NgUKfYh1fyWduw1qHgIgqm5BUk03HrD2sXmjHtmjDV10UkKJ2NqrTcXFuWhvC2jI8QUa0KuyXonFu7Wsh9zWZ7KJcIaUJfOYoG48qE5Vj4NOOSLUdxqJqxJXOEo0omtD+7xaRqOl0tR3fggcB3QGw5vK+OPerjmBBVRnBRKtx7lcACTUugsBAdKIK3EqMHzALcXmd9siGjpIktsAGrLoBHskg2jbUNQ7CgisPVhdAajssPxFCJrpiE12tyWQvk2zdwiX4pmyf2y5YGtV0Z3psG223r7rzkC/jp3xH8Qht1p3gmhUvEyJ/UpI+hgxYqTMD9mNTJ4D9IBJFWL6cwJ13QlERnuuuA48HCgsxfvc7hN/+FgDl5pvxbtmClJKC8Ze/YDz0EKKuIxoGOS74Me2ttwgFg+y96SYAelkQwHfLLR/vfi1ZQnDJEvPWUnk5nDiB+txziH/7G4OKihhUVMSpYcNYv3Qpii9ZybEPVxISs5hFK63sZ3/ca+3BV4BSSqmkkhxyrmh7ZznLX/hL3LRd7KKaalaw4orWdS3qEIc4wAHneR55jGXsJ9cgoFevXg70cssNYNPS0mhoMAvDBYNBQqFQm/ntYdF2oapk8LAlNZXn77uP5WvWkBIKge3udA23/sQly/j/+lf0iRO5/vhxjowdS9GgQVe0ikgk4sDXtLS0OPcwmP1ZWVnZbqZuc3OzEy+QkpLiFPiy5fP5aGxsdGIK2jsmFy9exO/3k5uby17Lyd/S0sJ56wZVRUUFK1eu5NSpUwwbNgxBEKiurua2225jy5YtLFq0iFOnTnHrrbfi8XicnNb09HQuXLjAmTNnyMvLA8yc2dWrVyOKojNtyZIl1NfXO7m4I0aMYOTIkZw7d45Dhw5x8uRJHnnkEfbs2QOY5860adPIzMykubmZKVOmsHHjRvr06YNhGIwcOdI5D8F0B+fl5VFSUkJtbS2SJLFmzRoMw3AKbk2ePJmioiIKCgr46U9/yuzZs7n++uvRdZ0DBw5QUlLC5z73ORobG7l48SJTp06loqKCpUuXUlFRwfz58zl8+DBer5fm5maWLFniRBGUlZWRm5tLv379HFdtZmYmvXr1inMu24DVhvE1NTVs3LgRwzCorq5m7dq19OzZk2AwyM6dOzl//jwlJSUAzJgxgzlz5uDxeCgvL2fevHmcPHmSdevWAWbhu6VLl3LyZDcg/jzrVKc69enVIhu+YrrXAF498gQAS8Z82Xlt2pDlrD34/wh4Ux2Q2RSpI82XyVGlitHeHhSLCooepqo+vvjqJyEbMEMMHrfngnVPs4u56LqGaI1gswGkjuYM8fe6in1dqoiXKEnsi5h1GSaSwT6lEo/oRZY8yBndGNHqgp92cTHDdGEaNvTUNbDBrOSNFepySRa9tCjmjemQ0kjQm44oiLRGW9o4dDVDQ1M1JEEiqrc4bbULn32YKpCicTmlA3Uv0AKtF61sXAvgoJoYTGk2pzWVmVBW9plOWSvSQLDgl53f6hTIsqCrG76a7uCQ+ZoWg9mGKJlF0gKuopKihG5BX3C5XUXJKWymEYn7ZS2pJoT1KAKabIJFQxTisk3dzldPxCDQHH/cVK+AqBjW0Hwb1CZAWiDNl+HEgezIfwFVU64p92uiZMlj3pgJ+hnsS8NTfw7DLoilA+hoLqDmjZj9ovjMc0UywuhCzNUqEN9vAprL8WqBV8xrIh2PA19lQ0ETZGR0pzhXYu6r7Xa14atg6I6r1X7OFcSbAHiNaBtHrNkvMcDqsV2ueqwftCt0zUK8o9V+3l40ge0yTRzV5ktoqt1GCSEuAsANdd2Q1d2GRPiaTIIgIIuxx7biXKpC+65VAJ8sElF1BMtxnuKTMawiXPZyISUG/lMDXvxe96gHg4bmCEL0nwuXdTpgP3r9c51RH5VEEQYPjj0fMgTh8ccxxo2Dujq8X/4yBKyg/M99DmHlSlBVOHcO5Y478BYUYAwciFBczLwtW6js0YPSAQPItIYPy1mfUFVpQYDevaF3b+R58+BHP0L/8Y/h2WcZnpeHtHYtq1auvLp82qvQIhYxiEG8zMtErLwsCYn+9KeI5Bf0qXQM1QwMiikmSJCe9OS/+W9CtIVIAL3p3WaaNxxmYHExgwsL6VdSQtjv56+f/SzRjwFMX6160Ys00miiiSDBayJeIRl8Tcw4tQGi7czsyNkZCoUceJhMrX4/QuKwnE86eiBRN9wADz8Mjz/Ootde4/df+Qqq99Kh/ZIkoVnVlu3+SYSvoijS1NREMBjssKCZ3X+J8BVMwAs4GbPJ4CvEjqNdgKtXr1706tWLlpYW7rzzTk6fPs1//dd/AbBixQpEUeTw4cP8+Mc/ZsiQIUycOJFevXqxceNGcnJyCAQC/PCHP+Sll15iwIABNDQ0cP3119O/f38ikQiTJ0/m0KFD5OXl4fP5CAQC1NfXO8XCTpw4wfHjxykvL2fv3r307t2b1157DUmS2GnZNxctWuTA3m3btjFnzhwWLlzI3r17OXPmDEVFRXzhC1+gvr6empoacnNzqaioYOHChZw+fZoFCxawadMmJk2aRFVVFePHj6eurs7ps/r6el555RWampo4e/YsAN27dyc7O5vt27ezfft2Pve5z9GnTx8KCgrYu3cv58+fZ9myZZSUlLBt2zY0TWPatGn079+fVatW0bNnT06fPs0jjzzCjh07UBSF/Px8li9fTrdu3di2bRuzZs2ioKCAhx9+mM2bN7NgwQJkWebll19m+PDhZGZmUl5ezg033ICu6wSDQcaPH09jYyNbt27l6NGjADQ0NDBq1Ci+9a1v8dprrzF//nyOHz/O4cP1wJXdKOhUpzr16ZIbvLp11w3fch6v3v8LwAS4uwtecvI6r0XZMHZH/gt4LCAiS14TjrqcbWYerJkxeim3J8QX70pUoiM2zZcZe03XQDSjAdJ8Xg7JUSCKZmikCYIFSwUG6rGYASEaAlGiQNYZZMgUGs0Mco3YaorUO9tVtSiy6CUcbYlluSZAYrvNWkJurp2J2yaq4RL9kbiOZK/FimVp0Bq7cS5YfaOndMXAKmrVXGVmqupm3IAh+02IGmmwUJmIIPrMedQwyP4457AtQ5QxUroiNpoAXEA0IyA0szhaXLGuBKBt+NLN2AMLvgqqkvRXteQa0a6LAh5Fx3BFELjjB6I+AZDaQNj2pIsgR0PogUx0QyfNl0lTpP3oqWtF04YsZ1vec7F4CzkbresgxJrTIPuRAEON4NPtIl2uoecuZ6pomO8NWzZwtR2pNpQVDAXDld9qOmRFJ0NWMlQ0QXacrqIredgdM5DogG1P7ggCAE2Q4qIIALQk7xk3S3Q/totu2fDVDWmT/QJPdKomFq9qT/FD/AX8HjtypePlEl2toiAk3aY7i9X9WrLn7r+XanOs2YLVXqNDyOuGtkGv7KwnorZ933VJ9eHjk//+kgTpo3fAWhb9TgfsR69OAPsRSnjwweQvWDCWESPwHjsG588jDByIunIl8urVLH/xRd6cO5eoVfzKeOYZhM98BmbP/pha3o4GDkR85hn48peJTp3KkIICpr31Fm/NmPGxNWEoQ3mERwgTRkEhjTQEBFRUiinmEIfII8+ZP598LnKRXOtfoo5whPWsB2ABC9qFr+MYx2QmA+ALh5m6ezc9KyoYcOYMkh7/zbR03TrW3HPPh7THH75605tv8k1KKSWTTIIEL73QJyDbvZf4BWxHENhwMVkRKaBd+Aow7v33CboKd2nLlyPlXJlT+uOQ+NOf0vr882TW1DB91y62zZ17yWVs+GorGYi2CzVlZGQQCoWSFjKzc1s7iimwIXhiNATEMnkTs2qDwSC7rNzs3bt3EwjEfiRWVlbSpUsXp/iTx+Ph4MGDNDc3O0P6Bw8ezIYNGwgEAvzxj38E4POf/zzp6els2LCBUChES0sL//Ef/8HOnTsRRZFgMMi4cePQNI2xY8cyePBgVq9eTZcuXcjIyGDChAkWQDxMZmYm6enpcUC5qqqKl19+mZaWFgeYer1egsEgBw8eZOfOnSxZsgSAU6dOsW/fPubOncvkyZN59913KS4upqCggPvvv59wOExNTQ1z585l7dq1zJ49m+bmZsaMGeOsG2Dv3r3s3r2b06dPc/z4cQYMGMALL7wAxKIIQqEQBw8epKKigqeeeoqBAweyefNmdF1n1apVgOliOH36NPn5+eTn5zNx4kTOnTvHsGHD+M1vfkOvXr244447yMrK4rnnnqNLly4cP36cFStWUFhYSHV1NcFgkJaWFkaPHs3Ro0fxeDyEQiEnNiI1NRXDMPD7r76qb6c61al/HN098XvOY7v4TtCbjt+TQu+MXBrCtezIf8GJMLgWNHPoPezIf8F5bhfSihXakjDH26qIgmg5vcwiVM4wfAv8mHEFbeGlsx5LiSCz0GjmxrTBZtyACKdQ8XtSCEdbnG2BBStFYlBQ8oKmMFiBU5LlzJTN79HG1lokQSKituKTA/is7FZRlGhtJwrCHTkgiiZw9bjcerHiZJcfQzCQAMW0rWajGxqDBLOtxbSSq4voXS1jgBt66mb2sCH7MDKuMyfZ8QLNVRj+NBO/aBEHnJpF4jWniFmi4gqXST7HHWvHG6BrJtzWVdMRCzHXsSXDl+5kydqOVCHBlWdg4A+JhFItx2s7fNUTaR+S6aK5fjvOwB1DIKgRdLl9yH2t64hay2i5l+k4jobMvnaRRY+iYwTMCWYfaRasNhUr4GUXmYudq5qQ3BBjulZjz3UXEkkEpm7oa0syNAzBQEvIlTUEsU0EgdNOC+xqgoRomPuhxX0emH+9skE4Gv/bJ9H52sbVKhpggVr79SuBsO6s10TJYjyETcY25QR46/7rHs2YqGRQ1iu7AHhCm2QJItFYkTBo64J1t8Uniyiut4Mo2J8IbeWz3kPJQOw/kzodsB+9OgHsJy2fz8xfBeS//IXW48dJOXGC2195xZlFACLLl+OrqjIjDj5p3XgjniefhAcfZMbOnRQMGUJFr14faxP81j9bMjJDGEIKKXEA9jVeA+BdzOI/N3AD85iHFy/72McmNjnznuUss5jFXvYSJMgUpiAh0UwzN3GTU7Bq8auvMspy8wG0Xncd/jvuQHj8cQCG5+Vx79//jirLHJww4YqHjn8ckpAYyMBPuhkdStM00tPT24C9RCWDr5eS5IKU+n33If3lLx3M/QkqLY3AU0/BHXdw8zvvcDEri6NjxqDJHX90y7KMqqrtuoAVRXHcju3lt9bV1dGtWzcqKyvbuJHBjCCorq5O6kTOyMhIus6MjAzOnz9Pt27dmDJlCufOnUOWZebPn09ubi7btm1j9OjRnDx5kn/913/l1VdfZe7cuezYsYPZs2dTVVXF5MmT6dKlC1u3bnXWW1BQ4BS2KioqYtCgQaxbt460tDQHWn71q1/lnXfeYf/+/RQXFzN27FiGDx/O2rVrKSgo4NSpU/z7v/87b7/9NoqiUF5ezu23305WVhb79+/ntttuY+3atdZQ+5MsW7aMs2fPcvDgQafPq6urHbdxZWUlL7zwAnV1dVRXV+P1esnKyiIrK4sdO3awY8cO7rvvPnJzc1m9ejXNzc2cOHGCL33pS+zatYv58+cjiiJr165l2LBhNDY2MnfuXPbv309mZiY1NTUsWLCAjIwM1qxZQ2lpKUOGDGHkyJEUFRVx5MgRevXqxcyZM1EUhaqqKhoaGujevTuyLDtu1vLyct58800ASktLGT16NOFwmLVr1zqgt0uXLixbtoyUlBQCgYATifDYY4+hqiq/+93vWLRoESNHDuGVVzojCDrVqU7FSxQkalsqyE7JQZa8ZAa788aJv15TABZiENYrBy4JsezXkxXfSjZfotoW/DKvMYtpRfdaAMFaVEtwnhbTykACFAqtiIJErmY4RaxkyYOqRTkaLkcUJYLeNBQtTFOkDkUL08Wf7UDjxIgE9764h6/vyH/BBNE6segFIx4628vrCTBEFCSXuzV5LEMxrQ7ULZL1NleniQ5qe32G7DOLkqX2MAt7BTLMjFg7G1fyoidxvtoyRNl0v4pyLGM3kAHE5+sqsoJPsWCcBWYN2evMp+ktSBiIuhgrgCZIZp6vla0b9Zq5sLoooHrbd+cJuoHqFZAVA0MEb9hA8Qt4FIOoV4gbdCjrFmiOhtB9QSJqGFGQrrn3VTLNHnYfW08+S8CKLMlT65CDfgaHZQxMZ69mxV9ImoFhgedkEuzTSbT/RB1gasNTtwtWx4MhiE4kgYqZBysBqpXNGudWbQeX6C6CKxmaEyngdsDa63HnxLrhbqIz9nIlumArgCyAord/XkG8ocXt8nUX3xKteIsUn0lcI9F4mGyzzWTu2Kja1jQjCrQZYWgXEDNlxLt9L2Mwohu+AnhkM6ZB0w18HhPQJpMoCBjEHLtA0gJiNohtjZo3aIKeTlzWqQ9XnWfUtaRgkMCePRjf+x7CE0/EveSrq4OaGrhWXHoPPID24x8jnTlDTnl5uwBWMzSaMQFakCASV/4lcyXqTW8CBGhNcpcd4CAH6Uc/BjGIrWyNey2NNKZZ/9qToOtx8JXjxwmMHGk+/slPoEsXAAYXFgImjP3Vt79Ny7WUL/opUmNjIykpscIYNlj8oCp3na/GqlXwzW/ChAkfeL0fiW6/He2rX0X63//ltldfZf6WLay/4w7yRoxodxFVVfH5fO26gL1eL3V1dU5+azIHa1paGtXV1e06jCORCJIkJY2BqK+vJzs7m3A4TEtLi+OwjUQihMNhwuEwp06dcgDfkCFDKCsrc1ya06ZNo6ysDFEU+fGPf8z111/PjBkzGDRoEH/729/o1asXffv25Yc//CEvvvgio0ePJhqN0tTURL9+/ZBlmdGjRzu5rgDvvmvehCkpKaG4uJiGhgaOHDlCbW0tJ0+epFu3brz4opkF+NZbbwEwYcIEqqqqOH78OMePH2fKlCn06NGDixcvsmfPHoqLi/m3f/s3tm3bRs+ePTl48CCLFy+moaGBvn37kpKSwptvvsnkyZOpqKjgxhtvdPYZ4NixY+zfv99xqN54442Ew2EmTZrE22+/TX19PQsWLKBHjx5s3LiRRx99lFGjRrFs2TIaGhp47bXX6NevH/369eOuu+5i1apV9O3blyNHjvDII49w+PBhjhw5wvnz57nttttIS0vjf/7nfxg4cCDZ2dnMmzePffv2sWTJEgoKCggGzR+Os2bNwu/3oygKzc3NzJgxgxMnTrBv3z7ALHiXlpZGWloadXV19OvXzwLbMtCt3fOyU53q1D+nbhq4xHl86OxWdF1j1rB7P8EWta+ZQ+9hd8FLbXJRTVerSQrC0RCCFCtmZb5uO2VjjtBEI1xiLIGYWLzH5fwz5zFJQsCTQovS6EDsqsazqCk9kSUvuaoIaBieIKe1BtChLnSB+SMfYFvec3iltsWKZNGLoreaw1pdcQOIJhhLJs2CpqqmxPWNqkedKINk0g0NBJK6X+PmIeastQFzYlGxZHKiBZw+lzE8QdOVKnnjYwQSJGgRE6iqigNODVEG1QV8dRVEiHjN9fvCMTetEA0RkZuQsOILZC/oKoYv3WmbEGnE0CNWFIGB6m8LfKSogeYR0EXwKVZ+pupyFOoQTYC2Ej5sQm/IPivKIoNwtIWtJ59FFKV2j+W1orkj/iXmOlfNgnaGr6vjOjb3MSZ/SCMclBB0A29rjNrZYNZ2wrqH99tZsYDjVhUSMl7tiAEwnbHu5243a6ILNlF2kS3Ntbxk32xwAdpLyS545ZbHBS3t11qVjmll0KejuM6jRCcrxOfL2s9tuCuKBj6PuYB9JBKBrL1OWQT1KqPcbLeuLCZxvCZx37p3wQbGomhgm8DdebU+2QCPlQHrF4glBIpUN7XvCO6WJoAVURFqav+z6+PSx1OE68ojCMrKyvje977Hpk2bCIVCDBo0iKeffpoJHfym3rlzJ9/61rc4ceIEffv25Qc/+AEPPPDAB17vp0mdAPZaU1oawu9/D//93+iZmYjWMGzlllvwXivwFeDgQaQzZ9AFgZIBA5LOEtJC/M74HbWYTjgfPkYxim50I0CAwQz+SIa/twdfATx4yCGHAAEyyaSaGDzqQ59LrnuO5bqLyjKe998HG74CpKfDhQuweTNs3Qp/+xsAK1av5u/330/0MvI7O9VW9tD4zMxMamtr8Xg8ccWFrkZHxoxB1HWWvPaaGSGxc+e1C2AB6fHH0UUR8be/xacoTHvrrQ4BLMQyWpNJt2Iz7GH2ekKMhluy5bZNNnype/fuVFRUJHXR2s+7dOlCQ0NDm5iD06dPM3/+fAoLC51s0zNnztDS0kKvXr1obW11YKXH42Hfvn2EQiFCoRCFhYUIgsAbb7xBr169+N3vfke3bt1YsWIFfr+f559/nsOHD5OTk8MjjzzC6tWrnVzWgQMHEggEGDlyJIMHD2bNmjWMGTOG+vp6lixZwtmzZ6msrMTn8zFixAhSU1PJy8ujvr6elpYWjh07Rn5+PjU1NWRkZPDGG29gGAZPPPEE3bt3p2fPnqSkpPD8888DsHLlSrKysjh58iT79u2jtraWb33rW7z66qssXLiQ+vp6NE2jpaWFoUOHUlpaytGjR53+s90ENkwvKytj9erVGIbhOH6HDBlCSUkJoVCIJ598ku7du7N+/Xo0TXP60B4Cpus6hYWF3HLLLQQCARobG6msrGTv3r3ceeedvPHGGzz55JOAmclbUFDA2rVr6d+/P0OHDkVVVbxeL3379gXMC7Xu3bvTv39/1q492e551KlOdapTAOOvm8uBks1t4OO1ot0FLwEd55baiqjhuOH9EdX8jvNZ8QU2KbCH5ifGEpjTYuDWlhvQqnr89Y6ihp0K94fPbTczSCUvhUazA0NlycOrR54g6EtHFCW8+J3iaPZfrxxA1RUHFmuG1i6wczsqt+U9F9dm0y2sd3g8C432RzK5+6O9mILE6fZjt7M2UYYniKCrZsyAffxsN6IoI+gqYlOV41BFaQYXUHeyXXUNQwTVgnzesJUrasUOeMO6mVFqFe7SU7qa4FhVHIAsWj+3FdlyDbvjA+wUiag9jN7MiY16zeJd5jpi55+gm8W8BDXeFTxKgTy/lV+sxY9YupZln1vvFq1HFCROanWM8GSaWb+tpitZVgwEdFSv2TdqghPWjmPQLEeqILaNDDCQEI0ouuBBIIrF7Rw466wLLa4IVzLoartZzeJcyeIJ1DgIC6YTVjD0OCdsbP6YC7a9GAAbUrrBbMCro1rX5R7JQJTaXst7ZQNFjRW0cgPNgMcADFoi8W3KTjXPN3cMQsBjTksEsPY6wXTFJrZfFIiDwIlK8+tJX4+oQhsIbT+XJSPBRWvKNsZGrPX55Ph5fAnL9Osae17XknizJ/ZaqueDG38+TbrcCIK6ujpuvvlmZs6cyaZNm+jWrRsFBQVkZma2u8yZM2dYtGgRX/rSl3juuefYtm0bX/jCF8jJyWH+/PlXvd5Pmz7Q1c/Pf/5zBEHgm9/8pjPt//v//j9yc3MJBAJ069aN22+/3alGfTn60pe+hCAI/PrXv3amlZSU8PnPf54BAwYQCATIzc3lRz/6kVPx3NaTTz5Jv379GDdunFNtG0zSLggCI0eObJOPmJGRwTPPPHNF+/2xKCUF8fBhjAceIDJ9Ot6///2TblFMqopi3RE5dv31XMzOTjrbocZDDnwFiBDhIAfZzGbWsY7f8BsqqPhYmgwwmcl8ja/RjW4ICE6mK8AoRjGSkR0sDT3Ly5liOeo8zz8Po0a1nalbN7j/fnj2WXjlFSJ+P9edO8eda9ciaMkv4Dt1eaqrqyMrK+sDw1cAQ5I4NGECh8aNMyd8COv8SCWKiI8/jvHv/w5ATmUl/awK9VcjVVWRJImGhgays7OTFtBqamoiOzubyspKMjIykmZHVVRUkJOTkzRuAExwmgy+2iosLKSkpISf//znHD9+nK9//etMnDiR7Oxs6uvrmTFjBg8++CCCIHDzzTfT0tLC5z73OQYPHsxtt93GyJEjnaH01dXV7Nixg+3bt1NRUUFFRQWGYVBbW0tOTo6Tr7pw4UJuv/129u7dy09+8hOGDBniwMj333+fHTt28KUvfYnPfOYzbN68md///vfcfPPNfOc736GxsZHs7Gy6dOnCtGnTmDNnDrfeeqvTNwMHDsTv9zuFyQAuXLjAe++9R2FhIXv37kWSJPLy8ujXrx/bt2/njTfeYNmyZYwaNYrTp09TXV3twM1BgwYxadIkli1bRmZmJg8//DAZGRksXLiQ8ePHM2LECMaNG8ekSZNYsWIFI60bQpmZmSxbtox58+YxZMgQbrzxRrp27cpdd93FgAED+OEPf8jAgQN57bXXKCws5I9//CMej4d169Y57dZ13YHRACkpKVy8eJHevXtz8uRJNmzY4EQSnDx5khdeeIGcnJ6XPvk61alrXJ3Xth+9JvRfwIT+Cz7pZiSVKEpW7mksz9WWqllDljWFmUPvYebQexzoGtVjx03rIHZAFGIw1g1XdUNHN3RULYqihhlIgCFSF2cZj2jexG+K1LHvzOscOruVXFVEUCOcIhRrm24uL0tePKLXjAWwCjSleNNR9agDUG34am778q5RZw+7j6iuEFFbaY22oFj7b6/T2R9di/vfXn/YsmHqQAIdgtXE+SEWFyDoqgNGHfBqg1QlhBBpQmwsN+MGom2vSQRdM8GfGjFhrdKMoUeJ+ON/LtvbANNNKSYb+m27MEXZyZNNBIdCO10uKwaCDqpsEArqcUPvbSdsOGi+rsqGA5ZlydtuobRrXS2RxrjneiATPc00Hgl2cTzFMP+rySmlDWJF3UDSNSRdw0ByinO5JWDCWB0PsqEgG7H3r2DoiIYJ3STi4ZsNUHUEdIS2oFcQ20BWI4kzVDK0mDsWrLXpZgyAkDhM/9KSJKMNcLTlTZguizZ8NZXi053/3dJj++v3GAQ8mgNfATKCl/97yd6H7DQ17n9WSpSAVyfg1ZO2z26Tz2P+t9sW8Or4ZIOAV49zBCeqvX5I9UZJc/13939WSmy/+vrqAZz5rgXZDtiP+j+YxooRI0bwv//7vx226Re/+AV9+/bl6aefZtKkSQwYMIB58+aRm9u25o6tP/zhDwwYMIDHHnuM4cOH87WvfY277rqL//mf//lA6/206aodsPv37+ePf/wjo0ePjpt+ww03cN9993Hddddx8eJF/vM//5N58+Zx5swZJKnjL4N169bx3nvv0SthOHteXh66rvPHP/6RQYMGcfz4cR566CFaWlr41a9+BcDZs2f55S9/yQsvvEBZWRkPPvggJ0/Gu3GKi4t59tlnebC94ljXmkaMQHj6adpPL/pkZHzzm3j37kXxeNgxc2a78+X4kjt2J/SawIHyA0SIsJvdLGf5h9q+mcxkBzvipj3EQ/Smd9y08YwnhxxqqGEEI5yM1/bUp8yskqrPmYO4/DLafNtt+LZtIzp9OkNPn+bW119n4+LFbbJwOnX5unjRrIzbXrZpMn0YjtlrRcKXv0z4qafwV1Xxmb/9jd9+/es0WrEXl1JiVqumac60ZDEDkiRRW1tLr169KC8vx+fztXHV2g7Y7t27c+HChTbbtPvddtHaERLBYJBQKEQwGMTr9dLa2ko0GmXdunWoqsr//u//kpuby8SJE6mvr+fgwYMcPHiQcePGce7cOURR5LHHHiM3N5dZs2aRn59Pbm4uhw4dYsaMGWRmZtK3b19SU1PZv38/+/fvZ8+ePYwePZqtW7eiaRrnz58H4NChQ+Tn59PS0sI777wDwPr16wGcfTp58iTFxcWcOXOGM2fOMG3aNEaNGsX27dsJhUKkp6fz3e9+lxdffJF+/foRjUb5wQ9+wOuvv05+fj6yLHP//fezZ88e7rjjDoqKiti0aROGYSDLMq+88orjVF22bBnZ2dmkpKQwffp0nnvuOUpLSxk/fjylpaX06tXLgTjf/OY3CQQCrFq1ipSUFEpLS/nhD3/I4cOHefPNN2lsbGT+/PkEAgF2797Nz372MwBeeuklFEVximiBeYNj1qxZnDp1iv79+zNp0iQOHz7MkCFDmDRpkgOHq6urmTt3LkVFRWiaxitWXvngwYM7P9o69alX57XtP7feOv2i4xBNlKKGsX0rsuSNKyLmzkvdlvcc0DZewFYi6HQ/Fx2Q5nFcnm4XrF1ASzc0FFUD3bCGn+txxcLsfWiNtuC1XJ3JHL32Mh25X5PJzu+UJS9RPYqXWMEyPcnN2sTiXHZbEkHr5ThbE18T1AgYmmlysIuB2bmuSigWFxBpcqCo0GJ+t+sW7RJ0A8H+DWBoJtDUIkSCrkr2soAvrBMJisiKCansDFbAdL6Ck8Uba6BktkGL4A9FCAdF0zHbjqJeAVIlvGHreOpGHLg1RAHV2qwqC6SEPG2iGnyyvw3Q/DSoRWnEJ/k5qlUR9KXTXzZHSer+DLxKPapoQVHVBNRgHhfd9VYTddCs7tBFAZEogqE5sNWWgQfRiIKABWnbglRbEmqbHFiRtgW4zGn2Y+smByKCYSDRfgSB7rp4cjtIZSmW85oslgBM8AoQFKMIok4Xj/lZcSEai74zgWT8+1LV2q4sxWf2r7svvJqCkhDHkhGMohnx/aVqAq2KGAcybXl0lbAQv46ARyOqJf/utMFtYiExiEUOgOn6jbr2I+jTXY9NqA1gSCoRzH52b9GnhQnJ5mdldqSabNnMABZ0nd7CBRr5x3FcXom2bdvmOGAbGxvx+Xz4fG1p1IYNG5g/fz7Lly9n165d9O7dm6985Ss89NBD7a57z549zJkzJ27a/Pnz4254X816P226KgDb3NzMfffdx5NPPslPf/rTuNe++MUvOo/79+/PT3/6U8aMGUNJSUmH5LqsrIyHH36YLVu2sGjRorjXFixYwIIFsTvlAwcOJD8/nyeeeMK5SG1sbCQjI4PRo0fTs2fPpG6rhx9+mB/96Efce++9SU+kTl2GnngCwboj8vKyZTRkZuJRlKTD63ODudwh3MFmYzNhYsNhDpQfAMxIggl8+MO+hzKUd3gHBYVFLGIiE9udN8f6dzmy72DqR48iFhfDwMsoYjVlCp41azCWLWPCwYM0ZGSw+5ZbLmt7nUouv99PVVUV6enpzvu+vr7eed0NCnv27Ok4+P4h1Ls3/hMniE6fjufECabu3s3rCZ+XydReP9hANlnGq+2oKi8vB5JHGtiFuTqKMHDHE9j5vZmZmYRCIQKBAEuXLqWuro5x48Zx4MAB3njjDQBaWlpobm6O+6z2+Xz06tUr7ninp6cTDocZPnw4/fv35/nnn6eiooLJkydTW1uLYRgEg0HnO6F3797ceOONvP3223Tv3p2DBw8ydOhQjh8/Tnp6OiNGjKC2tpbp06ejKAqzZs3iL1aRtunTp1NcXExKSgp/+tOfUFWVvLw8xo0bx6ZNmxxA27dvX9asWcOZM2eIRqP06tWL8+fPU1NTw549ezh37hy33norBw8eJDU1lUmTJhEIBLjpppvYtWsXeXl5pKenU1lZSV1dHQDBYBC/3++4lbt06cLOnTtpaWmhpKSEP/7xj+Tm5vLKK68QiUQcd56qqgQCgbgs5UmTJnHdddfx5ptvcscdd5Cfn8+cOXM4cuQIYDrzevfuTUNDg7Oe6dOn07VrV8aNG+cUQOvZsydjx46lsbGRHj16cO7cWWBwu+dCpzp1Lavz2vafW2+dNjPA3cPyASfvVJY8RC2Xqd8TJKKHeOv0i/jkgFWkKraMx3bsSd42RafaRhBocdNlycMgIZViWlE1BcUaTi5LnrhlZdFDvqgzREhlqG5+t54SQm0Ab0NrLSneNLxyW6jplf20Rlsu2/3q1twR/+L0me2CNfvq6gZXJosYSFQbMGsD1wbzOsXJcdUjiNYQfSNqgkiTF6mIuoCAiG6BHMEmPKLk5MkK0RCGBTW9YQNZ0WhNlZx4ALdswAuA5DUBrh1BgAl+DV8agqoQTrfckxaHM1yngv1Y0EwIK6kCCYzLAbf2X6ct0RB5aV1AU1C1KFFdaeNIvtZl38TYlvccPslPKNJIiceV0xrIRIo0ohFB0EHSzaJcom4WN4NYTIRkMUBBNFA9sU4WiaIboAuxqAnDyYWNuV4RcGIrIkIC8HdyXmPrTRYrAPH5se1Jv8w71+4CWW4ZhoEKeIwoqgsvdvc0E3blP0fU+M8d29kZ0GJu7hZSyI5UI6FS5euNr4MoC0nQ4yCsT9bwye1/jvgth3E0IcfUZ0F1n4UREguSJYtkEIVYPIJHMpyCYInyWu73iHUc0qJNiIZEsxx7z2YoF5ENsy8kVCRDRRHMz4H0qHn93XINJHaKH0MGrGi9kexReLZ+9KMf8Z//+Z9t5i8uLuaJJ57gW9/6Ft///vfZv38/X//61/F6vXz2s59Nuo3Kykp69OgRN61Hjx40NjbS2tpKIBC4qvV+2nRVR/KrX/0qixYtYs6cOW0uUt1qaWnh6aefZsCAAW0Oplu6rnP//ffzne98xxlCeSk1NDSQlZXlPB81ahSjR4+mS5cueL1eJ8POrW9+85v8/e9/57e//S3f/va3L2s7nXJp+3b4ylecp11rahj14ouMOHmSvGHDyB86lObUVCRdZ3BhIRmHDnHz0KEMDwznIAd5gzecZa/jOpaxjAwyPvRmnuUsCuaH7gXauvKuVvlDhjAzGCTlwgWiw4fjee89sIewd6SlSxEefxy+/nVmb9tGY3o6R8eM+dDa9c+mcDhMZmYmdXV1CILgwDg7ozQYDDqw0B4+7wZ2bskfQkGvj13Z2Xh+9zuYOZNxhw6x56abaOjWceEj2znslt/vJxwO07t3b8rKypI6XNPS0mhqamq3EFdjY6Pjok22fCAQoLa21jletsrKypgyZQrFxcXs27ePAQMGkJ+fz+jRo1m5ciU1NTW0trZSXl7O5MmTGTlyJEuXLuW1116jqqqKmpoa/u3f/o3KykqeeeYZotEoa9euRVVVMjIyqKiooKqqipUrV6IoCmvXrmXUqFGcO3eOtLQ0/vSnP1FTU0Nubi4lJSWUlJRwxx13UFJSwuTJk8nLy+Opp54CYNeuXU67T506xYULF5AkiZycHM6dOweYYDg9PZ1evXoRCoWQJInW1lYnR/bkyZNEo1Hq6+t56623GD9+vOPMnjBhAn+3Imbq6+sdmN3Y2Ej//v0pKirii1/8Im+++SY5OTkoisJ3vvMdNmzYwE033eQ468rLy5Flmfnz5yNJEqtWrWLw4MFcuHCBxYsXs3PnTu6++26uu+46Xn75ZYqKihg+fDhTpkzBMAwnY9d289XX1zN8+HAqKioYPHgwNTU11NTUOPA1GAw6hc1uvPFGdu/eTXPz9A7Pw0516lpW57XtP69s6KMbOhE1jEf0OACrNdriFKqypWpRPJIHUZRQtWjc6wFPShvI2tFw8MTXBgmpZjEtTEepLHrbAFzd0BBFicGaB0OwCkeJEnrUzMz0iB7TmSr78cn+OAicCFt9sh9d19iW99wVF22aNmS503dXo44Kc3U0vxvEGqJsglel2YwMsCElehunqaAbGJhuVyEZ2dFVs4iX7ANdxad4QQQJCDRHrO3FCmQZPgv4BjKsxlj5sEoozgWrGo3gBRBQfYI70tVczAVfAfwh3RlOb7bb/Bv1xuCroJvD8VHDGCndGaoYnJBVE77q2jWbsXw5st97qgXQECUEtRUkH2ix60xRN9Cs/tBFwQSx1nGNegU0j4CAjibE35gSiGLgcRySbonoiIbiZLh6jQi6lS0btcCtDVyd5a1DZQhiXJ5ropJlwIqGEQdh7VO2vSzYRHnQnJAEjxFzn0qGRoraAkCLnOIM81dUgW5GHfZCdlv9Wgi/FnIiF7pGXKMMXT+VImLsvS5aO97oaZsXKukamiiRpdTSJMdG6vldUFcUk98wdEcD6O0U7/Z7DMfF6zhd3c5dKxLGr4fxqhruXyc2WHXvg1teI+JAWICg1n6G9T+izp07F5cB296NXV3XmTBhAv/3//5fAMaNG8fx48f5wx/+8IFA6Ue13mtJVwxgX3jhBQ4dOsT+/fvbnef3v/893/3ud52iIlu3bsXbQQGiX/ziF8iyzNe//vXLakNhYSG//e1vHYeArT//+c/88pe/JBgMEgi0vdMbDAb50Y9+xPe//30eeughulzm0N1OmVLuugv3UZyzbZvzeMSpU4w4darNMt8GigYOZPz48Xy9ZQFDj+5HkyS23bqA6h5d4CMYsuon9uXgLrL1QdWcns5TX/gCd69eTc+qKozf/x4hyY+hpHr4YYzSUoTHHuO2V16hIT2dc/9AWSYft2yY584ltR+7QR/QLnxNbWxkhD2U8zJ/HF8zmjGD8NSp+Hfv5u7Vq3nmC1/ocPbETEEwQXZaWhplZWVJi2iBmQNrA9ZkOa7p6elUwvtcwAABAABJREFUV1eTk5MTl3tqq7W1Fb/f3+aYgDm833blnjlzhmHDhtHU1MSOHTsYOXIkPXv25ODBg04GkR1nsHnzZgA2bdpEdnY2Y8eOZf/+/Wiaxt13301hYSEDBgzA4/Hw8ssvEwqFmDdvHpmZmZw7d46mpia6dOlCTU2Ns86bb76Z7du309jYyOHDh5kyZQqTJk3C7/fz1ltvxbW5e/fulFj5uwsWLKClpYW3334bMHNSW1paSElJocyKLLFdpQBDhgxB13X69+/Pyy+/DJgRCO7jVFFRwdixYzl8+LCTb7tt2zaKi4spLi4mNzeXdevWUVhYSH5+PkuWLKFbt25Mnz6dmpoa3nvvPURRZNKkSQwdOpT9+/c70QNjxozh0KFDtLSYF+UlJSW88cYbThvT09MZaDn7jx07BuAA5ES5c4OLiooA8Pna/57vVKeuZXVe2/7zyo4MiGhhJ2c1qkdRNcVxv9o5r5J1FaxoYQQgIKY4oMud+5qs2NalJAoiuqGTp9Y5z+11mc9dTr6EdZ/U6kCDEZ6uHA2Xxy2n6xqISZy3uhYXDSAKEltPPhsXp3A5mj3sPrblPYcoSE5/JcrtKBZFKW6fku1fR4pzwdqRAmrEwSiCbmCIQlL4eikJumauR5RN2GdooKtmwSsZC/DF5jdkH8jeWGyBXeTLG4w5YKMhIPnNfili4BFMkAg4WbMexS7IZcJezfq17gaM7mH3QssFjJTu5vHXFJDMGwefRtnnEwB6CJA545MRpXRyIyoiQYRIE4ISIuo1HFAtYRD1Wu8Zq2+kqGHCbTGCgYgm+M2sVUNHtx3nhnktowk+PFaRLnO6QlTwI6Ji4xInD9YgDtAJCYW4HIDoOgVtN6xkuWyj1nYEQ0dyAVx7RL1kUXdJwnGaJg7J96A5571HVxB1yVmnO+7ABrHNcpoJX13KilY4+xYS4787PEa8AzYqJL/Rkh5tdPan1eW0z45UYwgiaap5Q0k0VFRX0TOvrsS5UQFS1SZapViBbg8aUdyfU7F5ZclA1qPOe1Jy5fhKhoZXjzeFeHQFrZ14EwE9zrEsu2C2T7+yG0UfhSRBRhKSR1h8eNswO3L27NlIksRXv/pVvmrV/EmmnJwcRiQUhB4+fDgvvfRSu8v07NmzTYSgParVvr65mvV+2nRFAPbcuXN84xvfYOvWrfj97d/tvO+++5g7dy4VFRX86le/YsWKFbzzzjtJlzl48CC/+c1vOHTokFPtuSOVlZWxYMECli9fnjQLIrudglC2Pv/5z/PYY4/xi1/8wiHrl6toNOr8t5//08gwUIYPx2s5nqKBAOKMGTBgAGRlQWkp2tmzaOXlCFVVSF4vHssxl1tcTG5xcdzqhv7hT1zMzGTP1KkcGTcOTf7wbPWZeiZevGho5sep+OHdBW7s2pWj48bRc/Nm9KYm9Cs5B372M4SSEuSXXmLZyy/zRyvv5MNs3z+i7P4RRRGv15sUJl6NBFlGtobZq+npGJ+y97P07LOEb7iBHhcucOfatZy84YZLnkt2BqutlpYW0tLSqKura3fZ2tpaRFEkEom0mae5uRlRFKmqqmp3+S5duqAoigMnbRUXFzN16lQAzp8/z8KFCzl+/DhNTU2899573HbbbQwfPpxz587Rq1cvZs6cSXp6OmvXrmX06NGcOnWKCRMmsHHjRr7+9a9TVVXFSy+9hMfjYezYsZSVlZGfnw/Ali1b8Pv9BINBdu3axfjx4zlz5gxerxdRFNmzZw+DBg2iubmZvn370tzczPHjx4G278+amhpEUaRv375OXELPnj25cOGC00cVFRWIoui4XFNTU6mtrXUgd3FxMaNGjaK2tpbCwkJnG3Y/nj59GlEU6dKlCw0NDVRVVdG/f388Hg+ZmZmEw2HGjh0LwNGjRzl37hx9+vTB7/dTWFgIQG5uLocPHyY9Pd1Zv12M67XXXmPRokW8++679O3bl6amJsaPH8++ffucfe7fvz+KoiBJUrvH1s5itvdbEK6saESnOnUtqPPa9p/42haYlruCXafXMH3IikvOG41G2VqwFXt0d0gzv9M8ohcRyXQfWsOEVUNBbifz0S0HtGLE5aeG1RYHkOq6hlf2o6hhvLIfURAJq60cMVri1nFYKUe14DGYsDOshfFKfhJtl2aubMy9q+kaAtJVHX+7D1VBA2sUh64l/z7QNTW2X24weRnfH/3xo6Kb7lIXPNZFH6hmuw1RIImx0XGR4s+EcB3IfrBgkRBucNoiYBbfAsCbimBdcxqKgY6I4Q2iyR4Tvhq4SKi7/SKIfhPMBrsjhBuISCGIGBiGgGbHzUZBlUCyusEXNo+RZrtfZT9RWUYKhYj4AM2IFeTSzGr2hg54u0AkgiG0oFkl7g3t0/te1qIafk+K1X7ZOZfyrUOeKwYQZAnCDaheV35q1HrvyQK6YDmLNUAz0EUd3bIY68hABMNlKzJQ0JHQXeehIajWUVXQkRGJOI5RARHN5WY1MDASzuH42mwagqA7Z0my2AJD0BFRrW3ETmIRE8IaAvisPOiw4MFAw1CtfbL+eiznpy61XX9QrY9zwKer1WiYoNUAAlTTIpnfNT7dBLWqBZq9RisBw4S1TVJvvHrsel5ERxdkdGS6ACHRjLzSDd3pE9HQ0ME5Bmb/CKRELxK1nLAmBAWf2kRYCiDrdiE0E6gagkCrFA9QDdfNHcO1b7IWcnrQ7iNDU/EqTc623NC8w7iIT+NoyQ+g/fv3xzlg29PNN9/s/M6ydfr0afr169fuMpMnT+b111+Pm7Z161YmT44VRr+a9X7aJBjJSlu3o/Xr17N06dK4ggOapiEIgvMDPbEYgaIoZGZm8tRTT7Fy5co26/z1r3/Nt771rbgfeJqmOT9wS1yVvsvLy5kxYwY33XQTzzzzzGWDq507dzJz5kzq6urIyMjgxRdf5IEHHqCgoIARI0bw61//mgceeKDd5RsbG+nSpQvPP/88wWCw3fn+4WUYpJ07R2u3bqh+/yWLScmtraSUlTFw40Z6HjgAhoG3uRklLQ05FEK04JeSkkKoZ0/O33ILxYsWYXiu7A6PEI0SqK3Ff/EimadPk1FURJ+330aR4I0vLEdbeGVDqtxKKy1lxLPP0tSvH+VTpqDLMsOef56cffs4O3Mm73/jG1e0PikSYcY3vkFqZSWn77qLU5/5zFW3rVMfTKKisGSF+YNr/7e/TbkFAz9Nyigo4OZ//3dkRaF40SKO/QMFlHfq06cXXxzCc8/1BkxwfDkXcJ3q1Cetzmvbf/Jr2051qlOd6lSn2lEoFOLee+/9RK5r7e/pX7/+MIGUjzbjvbUlwjdv/S1Dhgy5LAfs/v37mTJlCo8++igrVqxg3759PPTQQ/zpT3/ivvtM9vLII49QVlbGs88+C5gjHkeNGsVXv/pVPve5z7F9+3a+/vWvs3HjRubPn3/Z6/2064psh7Nnz3aGJdp68MEHGTZsGN/73veSVoI1DAPDMJIWcAG4//77k1ZDu//+++MqupaVlTFz5kxuuOEGnn766Q/kGly+fDn//d//zaOPPnpFy82bN4/09HTzDvjWrcydOzeuinSnYrL7aNKXv4zHNfwuijkiQwuFMJ5+muhPf4q/thZvUREZRUVkb9nCurvuovYSmZa2RFXls3/5C32siuZueTWY+8wGfpM1iEiSYXuXUo+KCuY+8wzB1lZ6HjzIYGvIsK1e3/gGObfeesXrFUQRli9n4Pr1lMydy/7q6g6LGP0zyu2WFEWRUaNGcfz48Svup44cs1I0yhLr8bglSxjruvv2qVLfvnDPPQzcuJHKxkbemTqV8BWe73aRLlEU2/Rx9+7duXDhQtIIAlvtZcRCrAhXezEHbqWnp9O9e3dUVXUAxaBBgwDTiVtXV0dWVhZjx44lPT2d9evXA7BixQp69uzJq6++SkVFBcOGDaO+vp6SkhLGjBnDmTNnaG5ubnMeJe6v+7yzM3IT82uTzZtsent9Yp+Tif1htyVZP9kZr8k0evRoJ6rglltuQVEUhg8fjqqqbNy4kbq6OmbNmkU4HObUqVPOvkyfPp3rrruO999/H0mSOHLkCCkpKeTm5nL8+HH69u1LaWkp/fr1o7S0NG6bkiQ5MMndf3V1XYHeSdvZqU5dq+q8tu28tr1cXW4fbct7DhERnxzAI8d+NLfNhrVjBnTHmaZahb4MQ3fyPIG4uADAiUuwJbjdeHahIENDEiTnNdVyz+mGFrdeu12qpjBzWNsbCperXafX4MFPfaFMt2ESstxxrEDiPnUUQ9AfP0LUvAYRwuaQZtupKiA6RbQEJWQ+tvYVrzms2vAGMHxmZXghYi0XrjfjBgBDbSEcMPvJ32r2n2A783TNKcqFHDDdr+3ELcTJciIL4XoUSSEStI53FA7npTJxQCOyddi8Ecu5KgoIuplTC2DIXuwES8UnxkUPyKqBvxUMrzmM+3TQbG9zpOEDH8trQdtPriJc0gV//wZSAumOo9wr++mvexCirYgh83rJ0KNoslm4LOKL/xw1RCt7F9DxOO5TwzW0XceH7RLXrSg7XfCguTNIreWirvgB20WpCh4nK9ZAjHO4xhXsso+ry8QUTRhabueS6q4MA48RdXJpAQKqeQ4bqkrNwWK63jAQT8LbR0aJa6tsRPHrTVasginJimDwGPE5p1EhNa4vRKuYdlZdfE0J271d3a0bglV/Jd5ZbEW0WPEFEcG82acK3rjXIZblGhW8SGi0SGlxebAd9Zl7Pr+rsBhASrSWkkO1XDe+B/bXueAUXBPN40Us11cVPE6xNQmNpqb49f2j63IdsBMnTmTdunU88sgj/PjHP2bAgAH8+te/joOkFRUVnD171nk+YMAANm7cyL/+67/ym9/8hj59+vDUU0858PVy1/tp1xUB2LS0NEaNGhU3LSUlhezsbEaNGkVxcTGrV69m3rx5dOvWjfPnz/Pzn/+cQCDArS5QNWzYMP7rv/6LpUuXkp2d3WZolcfjoWfPngwdOhQwL1BnzJhBv379+NWvfuVU7gYTHFyNfv7zn8cd7MuRx+OJu+BKfN6ptmq3j7p0gW9+E+mrX4UDB+DwYcLf+Q45FRU89MQTbJ03j/0TJ17SZdutqsqBr5okweLFSJMmmct9//v4IhGWvvgiz1+B0zS7upruFy6w+LXXCLa2oqemovbvj24V3BG6d8f7rW8h33775XeEW3feSfSWW/C8/TYj//pX9i5Y0AlgE9TS0oKu66Snp9PcbF4U6Loe10+Jw+kTZQO0dl93vSbLMnxa38t3341aVIT87//OlLffZuSRI/z1gQeocxVyuZTKy8uRJKlNf2ZlZVFZWenkwCZTWloaFy60X+zOXq695cHMMFy4cCEHDhxg5MiRHD58GF3X6datG9nZ2cyePZuNGzdy2223OcAwPT2dyZMnM2XKFJ599lmqqqq44447GD9+PDU1NWiahq7rvP/++8yaNcuBiDbkrE5y40NRFHRddyBq3759nUJbiWpqamozzYaufr+fAfv2ccfmzfg0Dc0wKBgyhDfnzCFsbdPelr2M3ZZk/XQ+yQ0mW4cPH2bEiBEEAgEOHz5MQ0MDe/bsYdiwYQ7I3bt3L8uWLaO2tpa0tDT69OlDeXk5O3bsAGDo0KHouu4AZV3XaWxsRNd1zpw502abiQDbLtbW0futU526VtV5bdt5bXululQfLbj+AefxjvwXkAQJzdDaFOgS7WtcQ0BENrNjrdcimsKckW1/cNr5mCpK3Lp0Q3EKidlXzoIBOhqSAFFdAdHKYxVg3vVXlvV6OZoz8j7eyjNz+kRJACuOwV0QyobNoiA5uQAxEKu3C2FlRMSQBYlETPgqAr4uDnwFEO3cR9GD4Qma0631F4ghc/99MNTwIxiW87v1IqpXwGsNl7bYELIOqGEE0YNT8F3QMTzyJX+fCK315t9oCB0VySPgNcwIAbvoliyC7HoMZpEvRAFdNJBVAZ2IgwB1CTRZwKPYoZcgygbYRXJEgxalEQ0FQeJT/z6eNWIlr5e8jiBCq9pImj/TfEHUKREjiB4PuVJXhEgTKFFk3SqxpsUKcZkykJ3LWwXNA6rodXJgAQRBxw5tFay/oqAjugCsHTlghtxJ6ILsvNckBCcDGIhbt+Ge7oC+GFCUiUFad1EoM4hAQDLMeBDZek0TZEQkJDQH0oqyiChZcQKC6GSYaqKE7GSjiki6iOgCu7KuOzm4bulW2GpAN6/vM6pjvw/sTGJJBfsDyyuF0PFY+xtbv4FZCE2mFVUIEiCCjogP60aTIKISO08NQcRDmKjgJ40QmiCh2MW6XOv1ohMVPHh1xSw+Jrj6MPFGl3XXwi+G8Ih21IiOjsfJ/BXQUIQUQCTFaEFDRhdkZEPFJ33yUR6SKCOJH15cY/JtmBB74sSJl+WABVi8eDGLFy9u9/VnnnmmzbQZM2bw/vvvf6D1ftr1oR5Jv9/P22+/za9//Wvq6uro0aMH06ZN491336V79+7OfPn5+TQ0NFz2erdu3UphYSGFhYX06dMn7rUrSFCI06xZs5g1a5aT4depT0geD0yeDJMn47/9dpR778W7axe3vv46t77+Oud792bd0qVc7Nq17aKKQl8XmJBOnYLBg2MzVFbC44/jvYLM0MUbNnCDuyjOuHF4d+zA+2EWtRAEPL/7HfrYsfR+910GDRzIacvl1ylT7krw7TmCAoFAUghm61IwqIdVACrUqxfBKVOusqXXhozvfIeD1dVcv3o1XSoq+Owzz/DXz36WukvkBrqlaVqbafbna0efs/ZxsJ2yyWS/lgyKBwIBQqEQe/bsoby8nNLSUiZOnEhzczO33noreXl5TkXynj170r17d3bu3EkkEiErK4sLFy44ge579uxxHufm5tKvXz969+7N9u3bEUWR0aNHAzHIaWe02rLdbPb+2q+lpqY6NwI6UmtJCVOOHKF7VRVjLFeqrW41NYR9Pt6ePh3AyYW0t2G7StuTnbeaTHaRrIkTJ9LQ0MCZM2fIy8tj5MiRnDhxgv79+/PXv/4VgJEjR7J7925SUsyMrr59+7bJWgIceGvf6AgGg07hLRu42sDedpkHAldXCbtTnbqW1Xlt26kPoplD7wFMEAugqK14rexR3dBRrAJfoig57teO5C565c5zBLN4WDJF9fjr4CsttHUlMl22NkyW4+Ar2MXGLKehobd5vaMCZkYgwwSbgmRmuNrLBDIRrLxIPa0HYlMVeiATPGY/23BWVesQBRFRlCggymALaOiygKwYeBSBqNf13lMTriNtoAtO4S3DhiKiBLqGoEXM9okSaAo6qllMSzGQFQNDBM1iWZJmIBk4haTchcNEHVTZcMCv7TSUVANVFpDVGGQs8cuoWhRVj2X/zh72j+MWs2UXFvNaxz7Xynw1fGkmUlSaEXQDb9hA8Ytm0TJLWsJPCVlXAAXNgvNuJyaCCeQMRESi6Hgcd6b5so6Mjm4YlvPVdLyKGA4QFQw9ac5rMonoiEZs/bbT1afFRp3JRjQOztpQ1bCcnD4jjGjDXde60rTauHxTHRGvHvvt5LcyUe3Cb1GveYPA1xob+SUm8QhJnv+fvfOOs6K6+/97zszctoXdBaRJryL2ghUliBpNIraoIRpL4mOM6VFjfk/Kk+R50vNonphmYktQjBpN01hQYkNFRVER6YJ02F223TZzzu+PKXfu3buFZRcEzpvXvHbuzJkz5d5d5n7mcz7fgeBsDV3iVU3e/WFrlU1F0w7aqrzrmjcqUf4TDdMv6pXz3bWlBNfLUJKYLwrnjQSmLP47lzNiCBQp1YqlcmT8zFlTudj+AxgTh5T0/j/O+XKXUME4XP+8yCP8Y1LYJFQj4Ll1bZUG5bWx1N5Z0K6ndNcBq+k5uyzAzp8/P5wfOnRou2DdcnR1YxnNxgK4/PLLO82x6opTTz217D4fe+yxHvep6QOGDiX21FPwy1/ifPWrWI7DgevX8/lf/pJXjzySVWPGcPyCBVT6QkhFayu2LwBkKyqI+9W7A9Q772AAgzoQLYobK4auXx+Kr+kDDsA+80xiv/iF59btbQ49FPfqqxG//S0X3Hcf91xyCWtKjl/TOc3NzUWi0M4SPhffR7Lv3j/1VA796ldJT5tGv9Wr+dRdd+20CBvFNE0aGhpCh2apWBmwZcuWUBws50o2TZMtW7Z0OCQ/nU4zaNAgNmzYQE1NDY2NjSxZsoTW1lbuuusupk2bFrYNCkrZtk02myUWi1FVVcXUqVORUoYVzAcNGkRdXR0LFy5sN3w+SkcFKtra2ujXrx+bNm3qlvhq53Kc8PzznPj88+HfJAD1la9gzJqF+s//xHjmGSYsWxYKsI2NjQChYJNMJmlpaWl3DYNIgkA0jsfjZLPZdu/HkCFD2lVwD9y777zzDuC9F4Gj9YADDmD16tVlHb4HHnhgOGTIcZx21yB48BEIscEQbaW0k1+zb6DvbTW9zfSJF/Pccs8dmnPSWGasSECVJSJD6evSdcI0kdJF+n93LdNzcoVFtZRbEDr9vvpSeA04efz5PLL8ERw3jySPZcZCQTUQWzuLGuho3SrSjLGSqKpBABiO/8BUWJ4D1m9nSJDVQ4s3jhTtcmSeRBAfIJTnnoxg5/y7Q2GC8MRbBZ7YGomTUGb7PEZDOp74mk+H8QNQEFgBz03ri8VCEpX9MGRBiA3cm0IqpDDIp/wh9KJwngHjGzaysu5AnFyOpF0RCpX7CtMnXcL85feGr1syjcSsBMutBOP9y6ziVRi5wn1KcM2DomWmUyhgZubBLTEHW6otdEOiWpFGwhfsfLekYWOpXDh0HkDgYCnPpar8Yf15I+ELoC55I45QJffEuO2Gz5dilXmQ4hWhEhE3a3tslUUhiPmCocIM3a1ZwxPUUnJjKNDaea+vQHwFSLX4heAsA8cqiJWGVRH+XtUML0S2Na+eTy5XuI+saC4cu51VEG8hZ9ThxTv4DmLVgmskcLGIyVas8Lp70QRRMbz0SjiGjUBhqXx4LRLSc6yG5yB3FInfnovXwKIFyzf4GJGihHlRVThPJDFZ7++rsHxP80F1wGp6Rt++kxrNziIEfOELWOefjzzmGMRGr+LiUa+9VuRMDUgPG0bykkuIz5oFJTltxhNPALC9GwLUhX/+M5N9kaK5spKq7oi2u8rPfsamV19l8Cuv8Il77uHOyy9nQ4kLRtM5PRVfoRBB0FOn0QeSQYNIvvAC6RNO2GUR1nXdUDQNMmLL0b9/fzZv3tyhA9Z1XWzb7jAjFgidnYEoGQyFHzBgAM888wwnnHACyWSS++67jyFDhjBr1iwymQzbtm2jvr6e10r+NmzevLlDt2h3SKVS7Nixoyh7tbKpiaNefZW475JdM2oUyydM4JDFi5kxbx7VviiZO+IIYjNmwKmnYpx9tncNxozBeuYZDly/nqodO2gueagTCM9AKL726+cVsgqcqIErPHDpBuJrEA9RGl0QZNdGxVPXdcPfmdWrV7eLlojFvC8WwbGMHj06zM+NEuTYBscSDHN03Y4jQTQajWZ/56Tx5wPw3PIHkcqlOdNY5AAVwhNVuyuUWmYMx80VZakGua/giZmOLwTuDvE1Ss7NYBpmKDR7jl3P8Vrqeu0uqyg4AsdY3c+6N6SDEqYvUnv/X43NKxAmhpNFQCFzlUCgKf5OoWL+w3phgmFiSIe3VTNSuSTsCs8tZ5mhKxMzhpFuxMDAsSIirHRD16DAQgCKfNH+oy5OQ4LtFJywnjM2kg2aU2F/qVg1mX1MfA2YOfkynljiFfJxKLhgV8YtxsiYJ34nvegtI9uMJcHM5Mkl/AxSyygSwl274wgJzxnpD+E3Cu5KhYnp+VX9dbF2jteo+zQQX4VykJH8VtNfrhBF+bCmcsPto3mvcZnBxCFigMVAFgmVtspilYi90WiBIEogiuko4hk/dzXm9WU7FnnLwU6NI5b3tjdyjVQefH7Za/WukYH4QA7a4YmWmYQn4tnZIMfWxpLNXtSAYWOpZlwj4Tt624+aslSOvFFYbqtM8XkbCe9alBC4XcN2wYMp1Rbd3Is4cDOh8xnA9h3BeVETOmK9bZsxcMOc3P0F7YDte7QAq/lgMmwYYv16+OtfyX35y4jNm8kNHkz8tNMwZ8+GZBISCZJTpniibRnaPvxhUo8+ygFbtlDZ1ERLJ39MAvEVwOxBwa4eEYux8MYbOfM3v8GeN49zH3qI315zDc5entm0t3DY668DED/55D17IL3N4MHtRNi7P/Up6ndChA1cmIFo2pH4CoSFuTrL462trWXLli1ls2SDofeBizbq7AziJ9ra2nj77bcBL9D95ZdfZtmyZYAXD1BdXU1bW1unx7Az1NTU0NbWFoqvgzZt4lN33kkyEp9w/Isv4pgmlh8bkB48mOQvfkHsggvaZcNZP/kJau5cjEyGw954g+cirl4oCJ5RokOZOysmF1zP4NwTCe/GtaGhAdu2aWlp6bBgWOl7EeyjpaWFVCpVNv812i74GUQndFVwRaPRaDQFIbY3iO+EELk7OWXCx3lu1YPknIwnUEJZ4bW0EFdnEQRRAjF2DP75+xEAZVEuRr6N8YbNcj/PUZlxzMZCcRgpVOhABd/5avuiq1VScEu5KDuF5WYAGyldJqpANHLBTqIo5MACODEv5gDAcHIQFZ+sROHYI9n08ZzpFf+SGaQoFOAS0nPGevMGyByOm8MyY6Tzre2iKfYVZk6+rJCB7ObChw8r7AqEZTJG1GLk2zCyzShhYgCxTKE4FxSyTc285yY2I05IQ8iiIl0eBeemJ8ZlMSKOTWm0d0KXIxBhJUYYJeDiuV0dYRN3C9mtURHXItdOaPWORWIqB9f/vJgqj6W8nFVTRYtDuhB5mGC7GYJIUyUMRKU3+jIRRHhUe60VoOwU1RG3a3dI+FplvM3rrxKH7YO83yNLFdzmQuX9zFw3FD0dowpTZfz4B9N3G5cUH1SZIjE7uB4JuY2MGIBFNhRMY3IHjpEi+ttguxmsrMLyRdxs0uvLlC6m9AwPOdP7exVzW3FKih3uKUxh7gYHrHdNtAO27+l5uVWNpq8xDJg1i9jq1VhtbaRWrcL83e/glFPg2GPh0EM7FF8BUr/7HU0HHIDtOEz3i810h0SZvNm+Qto23Hsv6bo6Bmzfzoeeemq37Xt/p7/vLLQvumgPH0kfMHgwyQULSI8eTb+mJj59221MWbwYuun2LR0CD54jsxxtbW3079+f+vp6Uh3EOWzZsoXBgweXLTDlui5VVVVs3ryZmpqaomH1W7Zsoa6ujtdffz08poMOOigUXy3LoqWlhaampp0WXy2r/I1MLBYLhdeA4194gWQmgzN0KFx/PXz600jDwHJdnOpq1A9+QHL1arjwwvKFOWIxlO8WlWUqqnd0bLW1XsGJQOjs6PpGl2cymTBnN7iW5cTXUooyKKVkzEsvUdeJazmgpqYm/IxoB6xGo9H0PUKYmIYZOl1LcX0BznE7Hq68O9lZQVBG4hN2ikDM7WTb8a7NWEcgWjZ7ImtkuHeQwWoIG2Tn/58ZTpaJKsEEozIivlJciEko2iqN0IXpxAyyiYLLNtxERkVAO5xCrEQouHr9FoREhImsGe71/wF5v/uSINs2nW8l6/rCXUl2sqweCmbcE2GFjSW9e6pobEPghjX8S2/mPVHbKslL9gTBIIogX4gpwMsZtVUWExcTF0vlMXGwyPnbuuEkUAjleM5P36kaRA1YMo+JS0ymKcVQEqG8/dhFwmqxSzZwuwY/hcpgqBwxuYOEs52Y20rMbcXKeg8aTEeREiMBqB55ElWjT6Vq9KmA9/Chevjx3RJfJxiVTGrLeAXv7BSOpXAsVZTRXNmcIZbzJtvNkHAaibmtGCoXOo2FyocZsdH5hGotOm+BIqbS4SSUQ8r1TCIJua2dW9VSbST94n2JtjSJVhm6fsGLTDCl64my/hRcK/CyghP7WYHZhQsXsmTJEi2+9iFagNXsuxx4INV//jMAB7/9NnY2W7ZZVUnRDGPq1D4/tCJqakje7Q2rOW7BAg5cu7aLDTTdJXADlqO5ys/2aWjosM1ejR9HkDvySJKZDOf/5S98/L77qOikcFk5tm/fzgEHHNBhcZmKigq2b9/O4MGDO4yE6N+/P5s2bSoqWBOlubmZ2tpaGhsbSZY40Ovr64scnNFM165EV6OMGBp8JoJtKyuLiwEEYufYsWPDZUFFV3PaNPjRj+C22zyH/muvYa1fj/H1r0MnnzW2bkX44veC447r9JijxxZc8+AYgxiCwBkcRAYEUQDBuQ0dWsi/C+IBgmXlrgnA+5GChqNWr+b8Bx/k87/8JSM7cMEGNDY2hu+JFmA1Go2m75kxaXZYWMstERuD7NcPghg3feLFoevVE1Xb54RL6Xaad9sV0VgCAPJpjEwzRroR0bgO0bgOI+Pf97i5MJtV2SnwM0OFNBDSKHbAVgzwnK+l7tcSjFKhVrmgXETTBs+d6pNJmaFomov7cQMyX+zajcwr4blfDeniki2KHQCvWJKVU6GAbJkxHJnfZ92vUWZMmh1GaqTzrbTmmsjkW1lhpFkZtzxhPZbyRFjfxZzImMQykkSbxM4FkydEBqJkgKnaf180yGMoN3Rohm1LhsMHxboscqEQGzhqo0W0jJLfhWhcQYDXR0FcNpDhFJdNxGUTlmov2gaOUgNZJNzH0sp3T4OdK5/ZXzX61J12vcoKz7jkuk3e/iUomQUrgYHwxN4WtyhrFiDuNvvH6xejVW2Yqq3oHMG7xgnVikWemGrDUjlM5ZCQjcRVU1jkK5FrJpltpLK1gcrWBmJpSarZDQvWrTf7E3f8z0Ob91mwcopks/dZCK6NlY0UO8uqIuF+TyEMC7OPJ+EL+scccwyTJ0/m1ltv3cNnve+iBVjNvs20aTQOGkQ8l+PC++8nVvIUa8K77/LFW24pWmZ897u78wg9zj4beemlGMA5f/0rVgfFgTQ7R6aTp5ZJf+g8ZYoQ7TMMHkzsxRfhu9/FFYKDli7l2l/9igllqt53Rrls14BAGO0spiAQEjsqegVecSkoL5oH+wiiBjraNmCA72IP8n2j60s/Ex0V2Fq5cmU4//aUKQAYc+eivv51b+GQIXDEEVAi4JYlEn8yugfF9oJjDI69osIbHlUaATB48GCA0MEbxDnE43E2bNhAMplEKRU6Vuu2beOQN97AcIu/sNVGHkqUc+WPXL2aoxYuJFbyUKsDbVej0Wg0fUBUhA2mcgLc7s5/jXLS+PPD4eI7S3fFxKgIq+JVfgEtM3TEGtlmRPNmROs2DCfrvU43eE7Tkq/CquIAZLJ25w7UF10DcdfItaHiVTiWIh8rFNTKJQT5mBE+kAXPJStxIhEE3k9DuhhODkcUC3yuZYTFpKL7H+sIcs7+5dQL3LAArbkm2rKeELvM3YGKVyGrBnkF2qx4UQE107+kUXESfLHNBTOvECofToZyMfzPolAZbxluOEVF06iwaihZNq80iqlcKnyhMSChWkmq5kKOKflQ2LVVOhQmAQSF99xzlBZeBy7O4NwC7JzEkGC4WQw3S/OKxzs9xm7hthetlczi1o1GVI5BCiMUu4PJzHsO1WhWrUJglCk0JlQeOyI2GxEXeUzWY6v29/KB8Gr5uczjcwplpzDtgUXtotnAwXaJVhkKs5a7D9UK6QbaAdv36AxYzb6NYVAzZw7OGWcwfsUKrv/JT8jbNulkkteOOooTnn8eU0rS1dU4w4dT9cc/wvDhe+RQxS23kP7nP8MogsfPOGOPHMcHiYEDB4ZFiHqTum3bGBSIit0YZr1XY9vwzW9innMO6YsvJvXOO1w0dy4Pn3subx56aK/son///mzfvj38WYrjONTV1VFfX08ikWgnghqGwaZNmzot9lVZWUlTUxNVVVU0+y7eYD5wgAYFp4Ls2uB1NpsNXaM9YcX48Tw9fTrTn34a48c/hs99DkaM6H4HgdsaWP/uu5BIdJjLGkXK8o/dm0tczIMGDSKfz4dV1oOCaIGTNhaLkc1micfjpNNpMpkMsUyGq/7wB1LpNIe8+SYLjz2W90eNAqAy0v+IdesYt3w50jAwgElLl3L0K68Anjj76lFHkU4m6b99Oze8+UPmHXA0H+1Yr9doNBpNLzBj0mzmLZ1TlJlaKljuSeE1SlB8K+ekiVnJslmwgQs2mgnbWRZskP26irQ334GLVsWrILujkK2arodY4cFpEAfgFWkCI++Jp12iXC9uQLkYubbC/n0hSsksbswg0SbDCALwnHeOfyhB5AF4QiwEma5uKB5bjkFLdfunm/GMDGMKlGGy3MxjSTsU5fcXAhF23tI5ZN0MWTdDRaw6jA6VyVpPaEw3eu+74913GRKsnOduDARy8Iqa5WMGVt5FBYkWIosbyXoVKhMKgBIbjELGa0K14hDz11kopFdICnCIYfnbOX6UQVB4K4wtiLhro+7XQHwM3KKlWKoFiGOqDFbexbWNMOs1Fhlyb0YKusnW9Rg147u4wp0j0g2Qb8Mli0kclyxSeE7SKMviNUzINrbb3vTFUZNWsrGKcLmhcmDE2p1vVKw1VWs7t3J1kydtyephqLZVAKEEbjhpz81a8ndFVAxjpSWZ0OwJ20srKpjoCDC9qJGY+mDkwGr2HbQAq9n3mTED67nnaDnzTCp37MByXZKZDKc9+SQAzaNGUfXuuxDbw39ga2u9KIKPfITjFixgyUEH8f7OiDz7EIFzzyyTlxkt0tQR8Xg8FOXKYUTdB8uW7R9DAQ49lOQbb+B85jNYd93FrIceAugVEXb79u0MGDCAbdu2IYRoJxzG43Hq6+s7FFiVUgwcOLBTETZwgTY3N5NKpWhrawuFyEDMjLpZU6lUh+7WjggKgkWprKwkv3Vr6BrOjx6NHRni3y3icf5j1N1sbKlmUuZdKhLpLsXXoGBZTU1N2SJdUPhd2Lx5M0DYNnAsV1VV0dTUFO4ruF6maSKyWVK+C3z8ihWMX7GClooK3rvgAmr8jN2A2XPmlN1/Kp3m5OeeK1o2bctzZdtqNBqNpneJirABgZD5QRFfAaZNuJDnlj8Yvo5GEZQTYzsiLLhVssxwsqhIgRoVr/IKZcVSnhtVFMcLeNEDfgyAMMLiVuG6eJW3Xax87npIB65eQ7oYWOQS3XPORfdvBPdPsiAM2/5uMikRuvVMB885myy4+YJiZ+l817nv+xrB7wJ4btjX/eJvk6xaFHFI9cdo247wpQ8DEyWziJwKnbCuZZCNiOWGC8r0im8Fwp9jeJ+JwKVpksPA9bJhI2KgqZxQmAVPjHUjY9ljKotbRoYxkGHRLW+ovSfeSsP2xcbC73pM7sBRAvzfi0SuGSH94mJ5hZ2T4edFRsT+oiH10mWVyHF4N65xOcJCcxa4FM4//Ew3rUJUDOOgVm9kVXA8TswAVNH1bn+NM5hEPsv+r5NrVGAqb3ksXTiZaMTBW842SFVzaFs2DH5YVVWDMA3GprMIayDYyaK86GVV1Rw5YibrX7+VtpQXmVaZqmFwS/l4td2JaVh9X4QrEkGgi3D1LVqA1ewfHHcclVu2wHvvgeMgf/97Wv72N+wDD6Tqt7/d8+JrwNln437yk5h/+hPn/PWv/Paaa3Bsu+vt9jHy+XyYG1pVVdVuXVd0Jr4CbB8wgIaaGmobG8k1NNBJeue+hW1j3X47rmVh/uEPuyTCRoXWiooKtm3bRr9+/cpmxQbvR2cxBUGBrqYm7wm0YRhhhEBA4LBNJpNFUQTlxMxgfTkxvlRoDZyypeKraZq0tLRwzvz5DNuwgWx1NfG//hU6KODVIYbBnxsv4cuN32XSq++wdPpkRo8bR21tLa+++mrZTYLrkUwmaWxsbHc9amtraSjJLw6E2mQySTqdDq9lLBYjk8mQTCbD82zt149/nXkmZ/7rX4Xr0NrKwXfdBXj3ucZ3vkN+4UJYs4Z8Pu/lyQ4ZgvWZz2Ccdx7cey/O/fdjVlZijBkDBx8Mo0fD8TuXH6bRaDSanhEdhv1B5qTx5xeJsAHR3NKYmUBKN3TBRt29EHG7RjAc7/930bIZleof6TgX5rN6WawGUhRnfQZ42Y9eGwBybYWCXh1hmJ6GK91weLuRawMzDrINJfOYjhnGBcQyXh6nEhCMnvaKaXW8i2DbwLGYamnv8jWyTSg7iTBMP/s336lzeF8mKsICODLHUqeBScKLgVLJGkg3FhVY8z4Pfs6/o8ICTfmYwC3z9Uv4rlSJt1Ia7b9B2Codri9s5xBT4BpmKLCaOCWZr3l/ey/mQEQcsIHT05JtRccRRhPkc6HrN9EWiUHwZ80yn3uj2ovEOnz4h9qfaDdRfkZy8ImLirABsnV90WvXMsLjSrRJMikRuo2Ljo/yrnZTtWIHBdjiBslmrzPTUeH+UzHvwUTl2A9Rv+Z5oDDasWrCh9v1eWRk/pzDi0XHppriiIh9nYULF1IdiU7T9D5agNXsP8RiMN4baiF+9jOqf/azPXxA5TF/8Qv4058YsH07hy9axCvHHkuyrY1Ra9bQmkqxduTIfT5sMRhCPWzYMDZu3Njr/fffto0aX6xKXHRRr/f/gUYIzN/9DgmIXRBhoy7XQABNpVIdFusKHLLBe1uOQFSMxgxE2b59O6lUiu3bt3fqDA0cscE+owRiZJTAKVsqarquS0VzM4e+/DIA8b/9DQ45pOw+u+KN+xdw4OnfRzyrWLp9Mo+fdhqramvL/i5HxdaNGzcyZswYVq3yhlINGzaM9evXtxNfo5SeX/DQoq6ujpaWFmKxGK2trbx03HG0VFRwwYPel2I1eDCZXA5r8mTs73wHZswIv0KUfQx06aVYl15avKxp/7pR1Wg0Gk33kEoWuXU7EgqjImyX5Au5kKLRy/RX8SpULOU9SMw2eSKRkwEMlPAKbgVD/sN9CoVhR0SHcpEGpcdrmBCM1Iq6YaWLE2uf1SqF4Q0H92+fhCSsxiIkZcVhJYq3D9yahvQqzatkrbdvyyKTb8UybfL5/SuGIEpUhM06GaRwWWYLhP8+jaschGj17gsNYUGuBTvnvU/5mMLKqfB9M/OeqJePFT4LuZjtZ7t6sQRmOCQ+5btU28gb/cL2ZkRgxQBT5sgbcaRRLMEE4qupHEyVQVH8WQscn1FRtmj7nEIlDeycRAl2W+GoykMuomXJw2H0hkkchIUrO3Zhm44q+t2wcwopIJf0Pt+pbAtO3Fvv+n8HzMjvoytMYmlFLlkQX0sZ3fg+onIEzavnU3XgifDGIxwybFpYmHZvwxQ2pujbYzeFd421A7bv0QKsRvNBo6YGaVkIx2HmE09Q29jIUa+8QtwvuPP8CSfw5MyZ+7QIGwh069ev36Xszo5IZDKBzwHnrbf2vz+EQiB+9zukEIjbbvNEWKV487DDetxlbW0tGzduDLNeS9m2bRt1dXVs2bKlw/zThoaGMIIgcKWW0tbW1uE+AlpbW+nfvz/btm1rF2kQFK4qR+CUjbp7zTa3UDDjxBM73LYrRpx6PPzf/yG//GUmLVnCpCVLqK+t5eWpU3n98MMxlCKZTtN/7FhW+OLqzJNPpunppxkIjDz1VFwpeeaZZ4CCyBwVogcNGsTmzZtD8TaIKAicvWvXrgUK7uBkayunzp8PgGNZcM89PN7UxFlnneVlB2s0Go1G00tknTR5metQeI2Z7d2EgWArDLNsBIFK1njDoP0+lRUDN4uRznpuVDOOkW8rGoKtrBiGkwnjB8K8StffRpiQb8NIu55rMtzQbS/ChgfqFeJyZWv47ToYbh0UzipXeT6alVkaldCu4JYA4Q+zNoTtDa2WLiuThXzSdL41jKHYXwlEWGGY5GUeS+ax8PKFVxhpxieqQLqee9pKgOPdF9o5A8dSmI4i0eZdQ9cyiGcKQ+VjuQyu7b0nQT6pY6QwVRum/9ZZtKEwMVVxdqypHCSClGwkJyqKCnYBxCKFpCxVMCEoROj4lMIoGnYvfT1WSIWVKRbwS4tLRRES3lUtHD3qzM4vZjeonDyL5lXzgEIkgSkqkJWDWOJ697NTMv71dJt4O1XNoVlC0TZt5alsUrRECmsFRcMsP8E1EGQB6jZnSVeaVDZERNnI74mJd82lVVygV9M9tAO279nvdAeN5gOPYSAvvhjxpz8Ry+c54YUXAHD79cPcsYMTX3gBZRjMO+20fUaE7ah4U1+xacgQtgwcyAFbt5KdN2///EMoBOI3v0Ephfj975n18MNgGD3OhG1oaGDo0KFs2LChrDu1oqKC+vp64vF4p/mngVjaWX5rIJR25JQFws9TZ07RAMuycBwnFCYD8dW2beb84xK+zM1ew6VLYcqULvvrYCfwuc8hpkzBufFGxKuvUtfQwJn/+ldRDABA9oADaKqqova//xvLd6/WDx7M9g99iEMmT+ZNx2HMmDG8+eabRdc5yIKdMGECGzdu5JBDDuEF/+8HQF1tLX/7+0GsWDGOUQeu4Q/rr2LA9u1kBg0i8fTT5MeNg0ce6dn5aTQajUbTCTMnXxZm1krpYpkxpk+8OHQsOjKPVcblNc6obLcMCF2qKl4FVgxlxTGy/igMYWFkvfuDsMCVf7enhBUWZCoSQGUWw/FHkFieGGxkmr0sWLOTqDLlghWDfFvo7guKO9k5RTISHaCEQUeymCEVRqQqQSzjFfAKxKWogKuEiSFdkA5jsyZvi2wobHfbPbwPM2PSbJ5YcjcAjrBx3BwJuwIhTJZbEmFYjDVjGICyU+Fnyco241jt36F4pJBVFhGKsOBllwa5peDFAhhIJHYYHaD8rGPTF11jshVp2Bi4kUJSHQ25Lwzrt7Od5wpbuc7XR5m4o/cqplaNmQFAy9sPsiSVZJKoDsXXgMVxgOpw/lDfPJzM2EB5c4Tli8iWo0i0FYrmvWcPYCTbwgJjYTay8At5SYfq4V4cVnei6z7omGI3ZMAKnQG7u9gvdQeN5oOOdccdyFGjyD/6KGLkSOzLL8f8yEdQt96K8fnPc9Lzz1Pfvz+Ljjyy6872Anan+Apw4nPPcYCfsZm4/PLduu8PFEJg/Pa3KPBE2F10wm7YsAGgXRGuKAMHDuT9998nkUi0GyofOFs7KsQV0Nra2qULFrwM13J5wEEGbOCydRynXZuahgY+ft99fGPT/yssdHvBVXLKKVgvvgitrfCnP+H89KdYK1YA4CQSWJkM8S1bGOi7wPN1dZjNzdRt2kTdPfcwHjjxgANYOG0ap113HU/6DtaAAQMGwIIFfHLuXPrt2MEJNTU02DZtqRQTli9nQs3p3NL4BR5Z8xEAcrZN4skn4aCDYB+4SdVoNBrNB5dymbUzJs3m6Xfn+m7Xno2+UGYcwzAhEGClg6wYgNG6BfCdpcIX21Tx/+UyEgMQRBQo3zmr4lWeI7Yz96thQj6NslMYuRYyKV9sc8o7EssNDy8XPwBeBIGQinxMkEuahSHX0hNhg0JhlrBpzjYiDBOng+Jg+xszJ1/GE0vuJutmSNoV5NwMQppYwkbistKKMZYqcHNefq+bRVkxLOmC431GPEGddkPmg2JXgRAbiLBC5dvlwgryuLR3Y1qqGSNweJPHLZMnK1Tey3eNEDil7Zwi739s4vkYdjaHU6LsCIlXqC29FSoGo+yUF8FggoqlaF7xOFXjTt+p69oZlQefz7HBi1V/57gxHwXghZUPF7U7YewsmlfPL5wTUNHimQgWmN59+1GGEUZwJHyxdmntoHCb1VYdkymYMKL5s5WH7Gfxcr2IdsD2PVqA1Wg+iFgW4nvfI/697xUtNq67DtXYiPHNb3LGv/7FyjFjaKqp2TPH2MsEw6dLicd7fwhJVeCuPOIIzK9/vdf736vwRViplJcJ+/DDVLW08NLUqbg7W2zKp6lMDmhrayumafL+++93+F7X19dTV1fHpk2bygq0AYH42lHRrwDXdcvmwAZD8jtz2Z74/PMMKRWBhw7tsP1OU1EB//EfWFdfDdu3Q3U1VizmZai++aZXMPDII7EnTvSW/e1vyPvuw3jsMQZt2cJHHniA5vnzOaCmBtc0idfUUJ/Pk0gkOOillxD+Oca3bKEistuZTfOI3fRV+IH3OnbPPT139Wo0Go1G0wtMn3gxT787N3RxxiIuzhX+0OyOYggClLAgWeu5VX0R0kCgUJ5o5bczcm3tMmABDOHdbyrLAmGGzkgj5wuxHe7YBWF6wpawCUJeXctA5BS5hCCWkbiWUXZYeCC+Rt2vpa/LFYQKWG5JpCuJWwnS+VZmTr6s48b7GaEI6zub41aCnOsWx12YMVQMEFXg5DxTQroBpIuQBiLnCbG5hOdsNmU0J1YV3tNkm58L2xrGEwSiqlB+hIBhY8k2pGGHxbgA3y2bKXK7SmwS6WyR+BsIr+AdkxH1DwgTIZ3wgUJwXAo8ERYw8oUCtr0pvJYjEF/BE1xLqRp9ajjfvHp+KLwGPLB1Mesa3g1fjx14GFNqB5bdVyC4Bq7nmT085g8qwhB9XlxP+C5t7YAt8M477zB37lyeffZZ3nvvPdra2hg4cCBHHHEEZ5xxBueff36PdAotwGo0exnGTTeReeghEq+9xkf//nfmfPKT+0QUQTlBDijrYNxVthxwAACZZctIbNkCgwZ1scU+jp8J6wLmH/7AzCeeYOqLL/LsySfz6tFHo3YxhzeICnBdN4wpKBcfUF1dTX19PalUKowDKEfgfO1MfA0oFV+BDt2z/Roa6NfUxNrhw3n2pJMYsHUro957L1zvDhmCPOss7KuvhjPP9GIFdhXDgAEDCq+rq72s2WjebL9+cOmliEsvhYYG+P3vkT/8IVXbtlEVOb/RkW7lRRchvvUtaGyErVu9acsWxBFHMP3MmUjx/zDGjcO44IJdPweNRqPRaHaRQIRN2hUdFuJaRbogwgbrI5mnyvaHggsrdLAa2R0Qq0TlWiC7AxAI6d03FwmxwgLpFPUBgO3tTwkLQ5aMmIm4aWWyFtG6DcsBxxdbhVTthoUrUSyoFQmvJecUbltBu4JDKlmLMuM4rvfQ23Hz2KKTqIT9lECEFcLEcfNYpk3OzZBzM7wjYghDMLEkfzj4DBhZL4LCyLUQb/PEdNNRRXEQji+QxtISJ54JC0eVw5Leva3nlLXDeWhfYCuR9gtbRYbhB+7pUiHfkK6XEYwFFf53mh3vF++8dVMozgI0vfccIt2ATNZSPfKkDo95d1A1+lRmUhBQV297s2y7rjJr9cOHXUc7YOG1117jhhtu4LnnnuPEE09k6tSpnHvuuSSTSerr63nrrbf4f//v//H5z3+eG264gS996Us7JcRqAVaj2dswTRL33EN+yhTGrVzJ4YsW8fo+EkWwu3jjsMM465FHSLS2ov73fzF++MM9fUh7HiEwf/c7OO440l//OtXbt3P2I48wfN06Hp41C2X2/MlrVGgNBNFy2a0VFRU0NTVRWVnZoQAbCLcDBw5k69atGIYRFp3qLlHxtbqxkYnvvsugLVs4ZPFiYvk8jf368foRR/DQueeSi8U45K23OHzRIoZu3Ij597/D3/9OfsAA7CuugCuu8Ibv7y5qa+H66xHXXguPPw7NzZDLeZEGO3agduzAmDoVceGFnT6YEd///u47Zo1Go9FouknOyWDF2ls+O3S/lhFiwRfRzFg4zFtVHOCJsrkWDD9rVgpPULWkhaJEXPX7jQqvyhdli4RY6XpuyXQDCBMr5/htvNVeAS7fjSiMwCAbxiIE+1L+/owyRbSSzTIcjh13UqhkVbidjMQj5WWOeUvnlI162J8J8ofzMhcWgrOFjTC9i/oObcSsBGNE4boauTYv4sEwvcxg6RDzR2aZjsKJefdYjv/+upZBLK1wLe/9yMVNYm5rUQE46UdsCPKh8BogpMJwo68L84GYH+0LKBJUAWTVIO/zGBGBjXwbsnIQKru1qK3RuAoFGPEqXl/3FONaW6mc9FH2JFpALY/ngO39otSl+wDtgAU4//zzuf7663nggQeo6WSk8YIFC7jlllv42c9+xje+8Y1u968FWI1mb2TiRKyvfAV+/GMOe+ONfUqADQoi9SUnRAoTGSft2ae+HyiEgE9/muSll6J+9Svk177GoW++iZCSv86ahWP3LJstSi7XQdC+ZbFx48YO4wkCmpub6d+/P1u3bu20CFdAkPPaERfPndsuaqBmxw5OnT+fU+bPZ+XYsSw68kj+cJVXsOrwRYs4dPFiKrZtg5/8xJtuuw0+/elOj6PXqaiAc89tt3jv98JrNBqNZn9l+sSLeW75g15BLn+Z5RfAirpfi5ywAeUcscJCVRZGORnSgXi/sBCWmfVG0kjhYOALoE62qD9lp0LhtR1OLuxXJmshvTXMgA0LCOVUUc5sWaRb9P93PuaJbYFb1pAQVzUoK44yvfbLExaoFi/3VebCYcpStRdwNYX84aAQXNZ1kX5RrIRdQc7JsML0M1njFsSrGZvOep8HwwQcrzibUxyPFY0EgEJerOl/DosLZ+XIx8vfqUlhYLoq8rrweQmLTJVkBVuy8LlUMo+Ra2NFRQVjsw6qaojn4PXjM1bXHAjA6MZiZ6xsWcs4uxaAV9Z4RWFzbqZsbIBm30c7YGHZsmXY3fjOe/zxx3P88cfvdKE3LcBqNHsr/hPvbB9kpO5OSgWyoIBTV/meu4KMDqkfObJP9rFXE49jfPnLmGPG4J53HlPefpvRq1ezbcAAthxwAE996ENkUqmu+9kJHMdhxIgRrF27NiySVY6amhq2b99O//792b59O/F4vNOYis7EV4D1w4YVBNgHH/SiBR56COd3v8N65hnGrVzJuJUraU2lWHzooSw68kiePO00xi9fzoX3348pJa2/+hUVu1uA1Wg0Go1mH8UShS+/QVEpIUxW0BJmIZYVYaFDRyzgiVFBkSphYggTI92IIUEGRXxkFoEVCleGm0WZXd9ri9ZtOBYk2mQowpYjWnDLKMoB9cwHrgX5WGG5kJ77USVT4TktT1g4rvelPxBc89J7rd2vnTNj0uxwqHtw+VtzTVTEqsNrGrM8IVvFq8JCbEbWf+AvXQwni51tDj9rwXuXjxVyfhNtEikMconiz0KxIOtRWoRNyOKYASXKF28rZUWFl/r/tsiSzrcy/eCLw3WH+z+bs497ffoxC2a6ATffgOmLsI7M93neqGbnEMIsG8nS2/sA7YAFuiW+7kp7LcBqNHsphp8bOWz9eiqbmmjZS59WBQLZsGHDWL9+fSjA7qz42lnRplJeOvZYJi5dytCNG8mcdBKJFStgYPlg9/2ac87BfOwxsp/8JBWbN1Oxdi0j165l3IoV3Pq5z+H2giM2yoYNGwDKiq8VFRW0traG0QRBjMCuZgQ/9aEPMXnJElLpNLz/PqRSMHs21uzZsHIl3H47md/8hor6eo5/8UWOf/FF1h14IG8eckjYR2r69F06Bo1Go9FoNB5SSdpynthlmTaWn9MpA0FV0LUIWw5hekOu8WMFXO/+QcVSvuu1MPpKCRPybRBkgXYkwloxjIx3rI5VEMwC92t3RDMoZNFK4TshnUKhJyunEHHvHnVl3GrncA1cr3ErgZQuT787l+kTL0bTMYXiXOnQYd2aa8IWNjEriVQuwjBZZeTCz5eKV4UCuCEdVLLGc5jaKcg3YUhFPGdBxsWxFEp44nmizQ2jA4IYiUBgj4qspXECQnY/XkviYMb7Ma65CVkxgBWWS87J8Myy+5k24cKittHiW03vPecdh10L+TYm5UHWjGBJvn39BM3+gXbAtmfhwoU8/fTTbNmyJdQpAn7+85/vdH99Gyah0Wj6juuuIzNuHJWtrXz8z3/G7ONh+31BMund1FRWVrJ+/Xpqa2t73Fd3xVeAbDLJHy+7jO11dSSamuDee3u8332e004jvnYt/PGPMGQIALWNjXzxlls49qWXMHdy2EVndBQ9UVlZSWtrK6ZpksvliMfjKKWo8J/0m2XyaWOx7hWiSFdU8NSMGQBkb7oJ0unCyrFj4b//m8TmzfD3vyPPOQdpGAx//33OevRRTP8/YeNi/UVHo9FoNJreIMjpzMv2kUUdFeZaRbrd8rIIE2X5QqqTC6MFZEn+q5JZVIVndFBmvJ34Go0kUFa8qBhXkA0ab5PEMt59gpCF4eTRIlwKiWMpX3j1lsUz3mTnCttjtb+n6SgTMpNv5dG3/tDhJdB4zJx8GTMnX8b0iReTczKh0zrnpGnLNtGSaaAl08BSp4Fl7g6WuTtYYXifs8AZK5O1qEQVhlUR5gojTCynOGbAzilMp1CQzc5JEm3eZyYQYYX02gVtZVGxtuJj9zJhC59bgVd0DmCFkUZKl1SsquzvUJTqkScVcl/tFLJmBADHjdmzWbCaYoRh7pYJPAfs5MmTufXWW/fwWX8w+J//+R+mTp3KHXfcwSuvvMKiRYvC6fXXX+9Rn9oBq9HsrVRWknj0UbKHHsrw999nxpNP8viZnVeH/KCR9sWuwAXb0NAAdJ3b2RtkkknWjhxJ//p6r4CRpmNiMfjkJ+GSS1C/+x3Z73yHqi1b+PCjj3LSs8+y8NhjWTd8ONvr6miuqvKyZHuR4LMQOGMD12ur/76Vc8x2lDVbjteOPJIPP/II8bY2WL8exo0rbmBZ8JGPID7yEdi0Ce66i8yvfkVi7Vry/ftjT57ck9PSaDQajUZTwoxJs3n63blAwekqlSwSHKMu0MABusooiLBRV6whHU8wDR20Zrgc8Iotldy2GFYFpBuRkfxYhFkcaxCJMgAwRQWubCXeJkMRFjyxTIn2uZ+uZRDVUMNj8PuzncIwcRVeBz92IHIcTkRkk0pSEavuUnjTFHPGwZfzxJK7SedbQ0csgC1sMnnvXjNhVyAwWaZaEKbJOJWEeJX3+Ur1R+XTXlSBnyFsSRfcLIafExy4nK1IZqwUKhRdwYswgEKubJADG0QUhJEVwgIrjiH9z0XlASg3jawYAKoFqaSfC9y9YevR4lvPLLufaTt5/TT7DtoBW8wtt9zC7bffzuWXX95rfWoBVqPZmxk3jvgdd8DFF3Pw22/vdQJsR/S1+BoQDu5R3R/ms19jmhif/SyJK6+EO+7whNjNm/nQU0+FTfKWRX1dHVII2lIpnpw5k02+c/aDyoBt20I3K2XctEUMHgw33kjihhtgzRrs6mqvIJZGo9FoNJpeYfrEi72cTruCnD9MPBpDEHXCBmJsMGw8SiiyBiKsL6KK1m3gdh1hFEYPlMtfNGPg5jCyzRi5NqRQYZEk27EAF4UsK76WEs0JtaNm3KhjN7pYmEUibCmdrdOUZ+bkywAK+bB4+cNxyxPzc04aqbyh/ZZp8xatTIkNYqXwYwqseJgTG7xnRjrrRRWkG0NXrIqlIOd9z4nnzKIHA/GcF39h+AJ66JpGQazSi9BwsoXPhBDeWjuJTBTfizpuvkcF2UojCzR7HiPiUO3LfYDOgC1FCMGJJ57Yq31qAVaj2ds56igAqpub9+os2FJqampobGzs033EfJek+8or6Lj5nSAeh2uuIX7llfCnP5F/8EGcN94gtnEjtuMwaMuWsOnY3/6Wv5x7Lg21tbw/fDgYXX8R2Z0c/OabfOxvfwMgPXo0yeHDu7ehYcDo0X14ZBqNRqPR7N80ZxpI2hU4bs4fJusJlVK67eIIygkU0aiAQkMzFMUCEVZII3QoAp5AFqv02qT6e5mw/rahYOa2d5kqYSCkUfS6NNszbxbyQJUgzHr1jkMhcTCkKhrSjnKhzPmVE9jcHohumgKBEBswb+kcIHBaF2cBvJXbTMxMsAzvszDBrgQzFn7ulJ1CpBtQyZrwAYCRbQYrgUrWYrR6WatBwbfg86jiVRjZZs/RCkVFwGTVoDASQ7oSaAiPZ5m7g5ybIet0P5ZNo4miHbDFfPnLX+bWW2/l5ptv7rU+tQCr0eztDB1KJpkkkU5zzW9+w+1XXkm9X6BrbyYQX40+EuwSbW1MefttADILF6I9jD0gFoMrr8S+8kpsAMeBNWvg9dfhz3+G++8H4LyHHgLg5WOO4dGzz95TR1vEwM2bOem55zj0zTcByE6bRvKBB7y4AY1Go9FoNHuUQGDNuhniZqLjdmWESa84VxdZ8G4W7JRfRKnNK84lfQFMGBjSQVYPK+9+BZCuN9zc37+Qhud4RXVYfEt5hkVv96aBMLx8T0FheLrAQsXiKHy3pBFxwSqvQr3j5kIxMIhgcFwvnsApIwxres6MSbOLXs9bOod8ZHh/1slQFa8BYJlqAQOklEyyakG6nriq3FC4l5WDQme2TNaC7cdl5NOQrPF+ArJiQMFRa6cKIi2e0Arg+H0ucxrJ5bwM2CB+Qkq3nZis2TsRhugw87k39wHaAVvK1772Nc4++2zGjh3L5MmTsUsKUP/lL3/Z6T71N02NZm8nlSLx7LPkP/EJKpYt40NPPcUDH//4nj6qXkP58QDV1dW96og1AFcITCmp+P73e63f/RrL8vJTx42DCy6A+fPJf/vb2M88A8CxCxcC8NxJJ9Hcr9/uPz7XZeI773DMggWMXrMG8L8H3XQT8e99r+v4AY1Go9FoNLuFQPiat3QOMX8YeJAFW64YVymrhCdERfNgwR/CLSxI1noxAsqFWAr8rE7SWxF4mbGeWzEWZrEGIpqRb/MmX/QqRA0UO2DLEc2bFVJhOp5461jKG6YuvGOUydpQ3I0WGQtcr8IQkXkTYRTiGXQEQd8RFWSDrOIgJzb6uXwrt5mEXQEmjFNJlgkvdsASORAw1hGe09UXY1WyBsPJsjxhIQyTMZIi0XWpU3C6lopxbblmLCsSy6HFV00P0Q7YYr7whS/w9NNPM336dPr3798rxjAtwGo0ezsbN8Khh2I/+CAccggHL1nCM5s3s2XQoK633Ytoamrq1f4OeuedQu7nnhAD9wdOPRX73/+GbdtwzjsP69lnOXbhQo569VW2DhxINh5n8WGHsWbkSJQQYW6sISW5RMdul4BYNkuqtZXO/iscuHUrhyxeTF1DA/1bWoj7nyNpGMiPfQzrG9+AY4/tpRPWaDQajUbT22TyrZ6YVYbSglylRMVLgDFW0nMm2ilvaLdfPT4Uwkq2V2a8uPgWXuGu0kiAoGCSQobFkgypQBQiB1zLgBJtNBBsLWmhLNMrsBTu3DtOqVo8p2vgolTlLbZSSWwRI492we4Ogqzi4DNoqxiucolb3j1sIMwulk3h59dxczgyz5vKRSiTmJXAcfM4uUYAYkaCnMywhEKBYMfNhQ8hHJkL3c65fA6oBCDrpBHCbOfY1Wg0Peeuu+7iwQcf5OxeHMGpBViNZi8mfcklJOfOJX/OOdgPP0z+3HOxH3qIaf/+9wfaBTty5Ejee++9LtuZphk6YHuTWDbLWf/8Z2HBySf3+j40EQYMwHrmGXj6aTI33UTipZcYvHkzACPXrm3XXBoGK8eOZe2IER13uW0bU956qyCid5NsVRWxa69FfO5ziO7mvWo0Go1Go9ltPLHk7tDBN2PSbJ5Zdj/N2Qaq4rWe+Bj5r7+0IFdUhA2G4wdtxhmV/kaFNspOeVECbg7leKKXEiYqWVvkQIyKsCrhLTfybeQtBzBwLcOrcC8MTKdwgEJCLtH+UXEsqzCFJ9h6DUsiE/xjXKFais4lEF+jwrNUfiau35UW4XYf0eJdWekVjEvnC+KpLbwCcpl8K1k3E34+TcME8uT8vFZXuV60hO29r3mZD/uQyiXrZor6DKIGAE4ef367odGafQchuuf639V9gI4gKKWuro6xY8f2ap9agNVo9mLMv/4VAPuvf4W5c7G/+13UQw9x8JIlvLl0Ke9OmrSHj7A8XYmvtm2Tz+dxXTf8D6E3OWLRooJw94UvQP/+vb4PTRmmTyexYAG88w6sW4d69VUyt9+OuX49ALGMd3MplGL8ihWMX7Giyy6laeJ0ctMpTZP4Jz+Je8YZvLBiBcd/9rMYlZW9cz4ajUaj0Wh6laAKfVSEDTI3W3NNxK0Eli9qQfuCXKUibBQvGzbZbrmy4mCnEH6kALgo6WKkG1HJmnYO2HA7YQKec9Z0FE7ME2GV73p1reIiWwBSFL8Oim0FdgNlp8Jc0JWWRGC2K7YVvC4SYWWxSKfZvXQ05D/4PAef0eA96yirN51v7XZ8QD6f55EVj+zsoWo0HaIjCIr5zne+w7e//W3uuOMOUqlUr/SpBViNZi/GPOMMePhhAOQnPoG48spwOPaFf/4zf77oIpZNnLjHjq8jamtraWtrI5vNll2fz+fbLZNKIpEIdl2QPeH55wsvrrlml/vT7ASGAZMnw+TJGGecQfIb3yisW7kSXn3Vcz0/8UTn/dg2xrRpiIsvJtaNPB6Vz9PwyCMQj+/iCWg0Go1Go+krZk6+rJ0IO2PSbOYtneMXoMqHhacsUf4BbJiNKkxyTib8witMs30kQSDIWjFkv6HQvB5wEOkGZNUgjHxbWHU+wMi1Qb4NJbNIyyjKdTUdT0pVwsB0PBE2EF2lAFd585mkoCrtEtzWGtL1cl99lLAYIwFhsspII0uzCygU4ArOVUiT6RMv7vjianY7OotVs6t4Gc997ID1+9cO2GJ+8YtfsHLlSgYNGsSoUaPaOc1fe+21ne5TC7AazV6MOWtWKMAKpeAPfyisk5KP33cft33mM2weMmTPHGAHNDQ0dN0owqKmRfyX+i8AvsE3iHVV2bYL2lIpqpu9yqIceOAu9aXpRcaOhbFjvYcIF120p49Go9FoNBrNHuaxt+8E/ErgpokbKTwVFOUKslGjTthAUIhZiU7Fi0CQHWPGMVzPGGBIhSLfTngFMNwsKpbyinCJOHYuG0YMGCWpSG2VnroauGCV2d5Mq4Kh5vF+XoEwK+4VBiv5mm6Z3r3vGJIsdRpCAdqRnuAspesPa9doNJqeoR2wxcyaNavX+9QCrEazN/PJT5K96y7iTz8NwJtTpnDIW2+Fq00p+cg//sEfrroK+mAof29TW1tbVpx9aMtD4fwWtnAguyaaPjxrFp/+/e+xXJfMIYeQ+Nvf4NBDd6lPjUaj0Wg0Gs2uE3XBAlimjZQu0ydezLylc0jnW6mIeSJBIMJ2xE45xwwTqkdgNK7zXmabi3Ng8YpyiXQD2CkctwFpGUXCay4hsHMKKSDRJsmkBHm7YBxw/ayBVKvCsGyUzONaBqabhUDwdXIY0vVyYF0YGz0H1cZBRorlVj4Uni0RIyfTuMotim7QaDR7P6Zh9vnDFVM7YMvy7W9/u9f7/OArMhrN3sDGjajvfAf3rLPITJ+Oc/rp8MADsJMFgopwHHj/fejMLWqaxB98kPTQoQCk2tpYV+LoPHD9eo7qgT3+g4KrXDblNoWvq6jqpHXXnPWPf3DNb3+L5Xo3rYn33kMecQTcdhv0QcEvjUaj0Wg0Gk3PsExvyGdpEZrWXFPR610uUhNsr1yUFUNWDAA8EbYUFUuhhIXpgBKEEQRKgJ0r3Eu6loETL45JcoxkuD+JQ7rSxCQeLjOkA1aMlXHPJ6XMOEbLZm9q2x72M961mWBUhjEM0aJNT787t+fXQaPR7LcsXLiQJUuW7Nfia18UAI+iBViNpqcsX0560iQv03LoUIz/+i/MRx8lMX8+1hNPwIUXeuufeWbn+n3zTbLHHYeMxWD4cFRdHblTToGOChLV1pL8178AGLtqFQ21tWRjxUP0P/KPf5BqaenJWfY6wbCGWMkx1tTUlHW/bmADW3JbvDbU0I9+Pd53LJvl6FdeabdcSAlXX4286qoe963RaDQajUazr/DEkruLpnlL5xS5Une1366IujiDDMTOhEUp3dARCrQrXNUZY2QMpIsSlueCNeMYTtaLGci3eaJoBCPTjOF4cQWxTJD56uW/epmvhdiBZLPEkjmUIVCGwMSvfyBdDKmIZQpmDRWvQsVSrLT9yALbK/oiq4d5+821YWSa/f1Z/nlKck4h19YyY0jfCdsb75dGo9mzCEPslgk8B+zkyZO59dZb9/BZ7zkOPvhg5s6dSy5XvlBewPLly/nsZz/LD3/4w53qX0cQaDQ95dVXSb77brvFmw84gG0DBjB25UqSy5fjTp+O+fjjMGNGt7qV3/8+8Zde8uYNA6EUsWeeIfORj5B4+20wyzzhP+QQWkeNomLNGl4/4ggeOu88Dly3jqtuvz1scvrjj/Pweef17Fx7kaDAVukfNeFHJCSTSdLpwo3kErUknN/V6AHHsoj6EOSVVyIi10jccQf87GdQW9t+Y41Go9FoNJp9nMfevtP7Qi5MpHTbOUsDUW9nh7nPWzqnXT9d9TFz8mVFomvpMNzWXBNJu6IogqD0mGUkM7aUMSTDUFZDOqGoGRBmsvrrwRM+A1esCgtoFfcrJEUlswwXbDIA2G0KqELFqlCyCSFBkYXqEQAstyTSH6W1jBxCmIx3BCpZi5IuWDFQLoaE5WYey7TJ5FsBwgJcT787t2zRLo1Go+kMnQEL//d//8eNN97Itddey8yZMzn66KMZOnQoiUSChoYGlixZwnPPPcfbb7/Nddddx2c/+9md6l8LsBpNT/nwh4te/vDGG8kmk+HrRFsbn/31r71iT6edBs3NUFnZdb9Z78n48yeeyJMzZjBg+3au+v3vSbz7LuqPf8S4/PKym8lIJXghJac//jgAyjAwlOKwxYtJtbXxj49+lKZ+PXeR7ipRcTVKfX192fVNFIaYTWVqj/crHIeP/POf4Wv3xz/GvP56OOEE+PSnCw21+KrRaDQajWY/JhAwhTCxRSwsfIWgyGW60/0aJsI3EkjlMm/pHGZMmt3pNo6bCwtQ5aX38H7GpNnMWzoHW8TIORmk6RIzE+E2gQgbdcFK5bYTYVeRZoxIhm5Ww816TthYCtG8GYWEXB7DMFHJmoL4KkwcUXDFmo7nghXSL+AlCvfk+ZhfoMv11itfrDVyzQhhFKIPmjZ4sQdmYVupJEh4x8gzya5mlcgxNq9Qdopl7g6kKyNtC+c6feLF2v2q0ewjCMPc9YiVbuwDdAYswIwZM3jllVd47rnnuO+++5gzZw7vvfce6XSaAQMGcMQRR3DZZZcxe/ZsanugG2gBVqPpKf36wSuvwNFHAzB40ybeGzXKiyQAMqkULx5/fCiEZkeM8Jyt48d33m/Cu4GUhgFCsG3gQJ49+WRmPvkkmRtvJHnxxWGbKIY/pH/4unVU79jB8Pff95Y/+ijyr39F/PrXjF+xgtMfe4wHPv7x3rgCfY5C8SZvhq8r6YaAXYZUaysfv+8+Rq5d67mKf/5zzC9+0Vt55ZXI7dsxtmzBuPrq3jhsjUaj0Wg0mr2SMw6+nEff+gNAWOjKNEzcQMAU3pf17oinUaR0Q/F1Z3HcXChABPuMirCOm8cSsR4X4wqcr4bretED6cai9Ua2GSPbHObCBgTCq2sZWNJCRXJY7ZwXR+BahWMypCJMFxQmyjK9Ylt4cQNGrg1iFZ7w6hPMrxKe+PyuyDOBQvGxtlxz0XUJ0IW4NBrNzqIdsAVOOukkTjrppF7vV2fAajS7wpgxOJZ303b5XXfx0b/9rWj1y8ccw2tHHAFAvKGBtpNPho0bO+3S2LwZgJHvvVfoZ+pUdlRXk9yyBX7xi7LbVfpPqaY//TRDN2wgE/eGTOU/9jHENdeE7Q5esqTs9h9E6qkP5+PEqaFmp/swHYcrbr+dkWvXkrNtxD//CV/6UiiUYxiIG27A+OlPYcKE3jlwjUaj0Wg0mr0cV7mh+zWoxG0L74F/IMLuDFK57Sp6d6ePqPsr6uycMWm2LwwLck66SLgs2r4T8XUVhZFXRq4N3FzoSjUQGJGvy0brFoxWry6BJa3Q6Wo6qkh8BXBLbE5CghIGdj5yjJHIAyPfhkrWMM4omA0CV6tULpl8Ky0Zr1bCq23v0ZprojnbyLQJFzJtwoUdnp9Go9m7CTKw+3oCnQG7O9ACrEazKzQ3Y0bcqEcuWkQskwlfu7bN3885h59+7WsApDZvJn/22dBBdT35/e9jzJ8PwNsHHxwud2yb+aee6r248UbUZz4Da9YUb3zddcjrrgPg2IULmednztq5HDz4IMzxbnAVULdtWw9PuO/oVyYW4T0KIvQYxmBgtGvTFabjUN3kxRjEvvrVdtERGo1Go9FoNJoCH55yFZaww9elztJAQO2uCPvEkrvbDaENhNxgfUfMnHxZu9iDaPuOim2Vi0roqO0qkfMEUCsOZgwVr0JWDUJWDUJZMVQshYqlMISNEgYSB4mDa4ETa39vGhThci2DeEYipCfS2jmJaxa3l0lvCKusHgrAUqeh6FhLf7blmpHKRSoXx+28SIxGo9HsDAsXLmTJkiX7bfzA7kALsBrNLpC/8UaMlhZv3rJYOnEiOd95GqW1spJ3fXelvWgRudNOg4hQC8AzzyC++U0A5s2YwcvHHVe0+o3DD+fNKVMAMH7/e9yxY3GvugoCMdUwEL/4BeqUUwCYMW9eYeOGBrjkEnLTpmEAn/zTn6hubNzFs+8dKv1c3B07drRbt5a14fxIY2SP+s8lEiw89lgA1Pr1sGlTj/rRaDQajUaj2R+Yt3ROKJjavhBbToQ1fedUtFBWKYFYWnBaiXZ9Be06EmIDETbIdo2KuTMmzSYv82Xdr4EIGwiWpfPlCApsIUxfjC0/HDcfM5DCCIXWjsjHvHN1LQNDgul6JgwlTJSdAmHi1oxACYvlZh5hiLLHFxWUo+K1RqPZtzF2g/vV0A7Y3YYWYDWaXSGSkbJxyBB21NRgOk7Zpo+ffjpbBg4EIPbUU6iLLsKMirB+5IACXpzavtiUEoK/XHABt195JSvHjMGUEvP228l/4hORRorM+vUAbDnggHCxvPVW5EUXEbv4YjJDh1Lb2Min7rqLyqam0t3sdlp8Absca1gTzo+kZwIswPhlywAw/vhHGDKE/EUXQQfvk0aj0Wg0Gs3+TDAc1Y64YL3l7b86BkJsV07YcqJiICQGRbagczdsV3174qoszlD1hdtSR2z0eMaQRMWrMNKe+9TINiN2bADlem7YykEoO4VM1mKIOLmEgRKg/MuhhOeEVaIgxlo5hRQGhlThlI8ZmMHtp5X0cmB9EZaIqBwdEhxgmbGi83LcguisC25pNJreQDtg+x4twGo0u4D905+S9d2VI9atY+pLLzF++fKybesHDODX117LnZ/6FI5pEnv0Uc68/HLEpz4F69fDxz6Gk0xiAIctXtzhPteNGMGfLruMB84/HwDlRxYA8PLLJFesAODB88/nnk98gq0DBiCkRNx/P1x7Lfbo0WQGDaKuoYHTnnyyV65DX9BMM400hq8HM7hH/di5HAds3Vq87M9/Bl+U1Wg0Go1Go9EUmD7xYgCyboZ8JNtUiIKDtdTJKgyTZ5c/WLY/y4xhi1hR9muwbbDcMmNFQmyUQGAM+rFFjHlL54RTUICqVOTtKBM2yhgZA+l6kxn3BNFArHXaD/E3IstimeJIMdnBN2shwXIUlqPIxX23rJQYubbQcRtk0QbXGMASdhgFET03V7nErATCEFp81Wj2cYRhtPu72/uT93dJO2D7HqvrJhqNpkOqqogvWABLlsAhhwCQyGY7bm8YvDd6NPd+4hOc/c9/UldfD/feS+7xx7FmzsRKezdf5RNii3l/+HCvy2iebKxw4/rlm29mW//+vHzssaw/8ECmvPkmx778MubzzyMGDQI8offZadPYPqC4qusHgWj+62FVh2G2mt26kS4lb9usGTmSUZGiZgC4HQ8/02g0Go1Go9mfmTFpNvOWzmnvgi3JchV4r12ncF/172V/5rSDZ4ftHTdHPDKUP3CjesPtC/d2pmHS2fikoIgXQNKuwHE9cTgQYZ9+dy6Wfy8c9CuVbOfcFYbJGJIFoRUwpONlwAK4WVS8GhWv8jcwwU4iGtcBkGgDhcRAkMh4xyP9I88lPCHDsQyExJ8UpqP86zEAyIPMgu9+NZwsY6wkK2gpXOPILa8lbDL5HMIQ7QRxILwOGo1GsyssXLiQ6urysSv7K1JKVqxYwZYtW5CyWIuYNm3aTvenHbAaza4iBEyZQmbmTABmPv44g7rIGV01diy3fuELPPff/01DTQ2x7dsRc738rHcnTGDxYYd1uVvTFxCVEcmdOvJIeOQRciNGADBg+3bOevRRjn3pJebNmMF9F12EKwTG5s3hJrM/QHmwUaL5r5MrJve8I8Pgrssv5xef/zy/+8xnaE2leuHoNBqNRqPRaPZtgnzV0tzVckPk41aCmFUoTBtkutoiRtxKdigSBg4ss6S/KDMnX8bMyZcBnvvTVS7CMEMXKMDT787FcXO05grxWqG7q+TYAZAuhnQwpC/5Khcj34aRbcLwhdkwD9ZHWTGUFUMKP8cVGbpnDakQ0st5NSTYOVWUDyuFlxkbRg1YSZSwvJxZX/gdZ1S2u67gichBBEFwnRw3VyRkazSafZPg729fT7DzDthbb72VUaNGkUgkmDp1Ki+//HKn7e+//34mTZpEIpHgkEMO4ZFHHilar5TiW9/6FkOGDCGZTHLaaaexvIPRxbuDF198kXHjxnHQQQcxbdo0Tj311HCaPn16j/rUf601ml4i8ec/kznsMFLpNJfddRdVZYpKFSEE2w8+mDs//Wnmn3oqz510EndccQVzL7kEx7Y73xaY+O67AOR9J2zIhz9MbPVqWLcOfvxjpGFw2OLFXH7nnWwcMoQ7L7+cTb4DFqC2sZEzHntsp8+3r3mf98P5SRWTdq0zw6Chf382DhtWLFhrNBqNRqPRaDpk+sSLSedbiwTUYDh8+2IuhViBIFIgEEEts3BvG6yzzFjRl3+3k+JY4AnC0ydeHO7fcb04gKRdQdxKFByhMucfp++C9Yt3RVklcqy0pCeCAsqMh0W3ZMUAVLIGlawJBdOwnSyMdFPCCMVYJ2aQjxVE12hhLsfyMmPt+NCCABt1UgURCHh5tMIoFkWCax2zEu2uUWm2rUaj0fSUncmAve+++/jKV77Ct7/9bV577TUOO+wwzjjjDLZs2VK2/QsvvMAll1zCVVddxaJFi5g1axazZs3irbfeCtv8+Mc/5he/+AW/+c1veOmll6ioqOCMM84gU1q8fDdxzTXXcPTRR/PWW29RX19PQ0NDONXX1/eoTy3AajS9RU0NifnzyR10EKl0mo/84x+kWlu73Kylupp/n3oq8047jbUjR0I3BcJh73sCZcWUKe1XCgEHHgjXX4948kmylZUcuH49s+fM4f3hw/nDpz9d1HzyO+/Qr6GhW/vdHeTJs4EN4evxqfF78Gg0Go1Go9Fo9l9mTJrdpTgKkeJdVpykXUHSrigrJEbngykQaEuF0o6Opznj3bcGIqslYmHf6XwrzdnC+mif7YqBBQWwhIlM1oKdhNIs2tAtG8lhtQxcC1wL8jEVLhOyEA1myOJQMWWnMHJt3rwVC8XY0IVbQqnD1XFzJO0Kb1kZ95pGo9n3aP+gq28m2DkH7M9//nM+85nPcMUVVzB58mR+85vfkEqluP3228u2v+WWWzjzzDO5/vrrOeigg/je977HkUceyS9/+UvAc7/efPPN/Od//ifnnHMOhx56KHfffTcbNmzg4Ycf7rXruTMsX76c//mf/+Gggw6ipqaGfv36FU09QQuwGk1vUlND7I47kIbBhOXLuf4nP+Gb//VffO7//o/Rq1b16q6WTvJdoX/7G+4ZZ8C8eaDKpMd+6EPEFy3CFYLBmzfTf/t2HNvmPT+mIOBTd91FqqWlV4+xpyyjUCArSZKUqWMDNBqNRqPRaPYUhaHv+Q5F1HKU+5JfOh8VRYVhdquw1MzJl5F1PVdUzEyUbROIsDkng5RuWbdoUPwqihJWUT5sgOwgodZ0vCk8B6mQwnPIev158QNGuhEV8+5po6Jr4K6NEnXBBgJrzEqW3b92wWo0mt6guw7YXC7Hq6++ymmnnRYuE0Jw2mmnsWDBgrLbLFiwoKg9wBlnnBG2X716NZs2bSpq069fP6ZOndphn33N1KlTWeEXOO8ttACr0fQ2U6cinn6a/OGHAyCUYsD27Vx6992c+tRTWPk8Ri8UgHp7yhQWHn000jAwH38cTjuN9FFHQWmxKYBx48hUVgJgOd4N38Jjjy1qUtvYyGlPPrnLxxXg4iLZ+aJZAI00hvMTmNBLRwR2Lkeqra3X+tNoNBqNRqPZH5g24UJOGDuLvMyRzreSczLtRNfAqVlOkI0KrkHbwuQti1sJpPLiAoIM2c4QhknCrkAqGcYOlBJkwuZ8sTYqVo4h6RXjCjs0PTE0cMVGlhvpRgy7GsMXV01HtRNevWUKKYxQfAXPCZvM2BjZQj5tkP9ajqJj8olGOATnLgzTE5Z7UKRWo9FoSmlqaiqash0UF9+2bRuu6zIoEmsIMGjQIDZ1UAtn06ZNnbYPfu5Mn33B4sWLw+nzn/88X/3qV7nzzjt59dVXi9YtXry4R/23f9ym0Wh2nVNOwV60COrrYccO1Pe+h3HHHZzyzDOc8swzSMNg6eTJrBs2rMe7UELwyEc+woITTuC4BQs4duFCkosW4Xz+81h/+1v79okENDVx2Btv8O9+/Xj74IMZuWYNx7zySthmXC894Wmkkdu5nRw5juZoTuEUbMrn2o4fP75duPZGNobzo4xRvXJMAKNXr0YELuHS7FyNRqPRaDQaTafMmDQ7nA8EUhEOpTeBpC/Eqg5F2HIETti4mSDrZsI+n1hyd1iAqxyZvBf3lYpVIQwzFFyDfUnlknMyWKaNVLKoUFjgfi0VYTvDtQxMx7uXNEQcw8mFObAA+ZgnQntCbGRD23e++hEECBOUC4aJIZ2C69bf/xiSYMAK1X50WkWsunCewkS6WoDVaPZVRpGkusxDmd6kyTdNDS/5fvztb3+b73znO3267w8ahx9+OIZhoCIji6+88spwPlhnGAZuD0x1WoDVaPqSujqoq8O4/Xb40IfIXXMNsdZWhFJMfvttxn3pS9R/7GMsG9/zjNOGujoePftsjli0CNtx4KWXyrar/MY34Etf4vgFC5j64otsGjyY90aOZFv//gzYvh0AISVjV6xg5bhxPT4egJd5mSa8G8PneI5+9OMYjmnXbtCgQWUrG26i8JRrCEN26ViivH/ggeF8/vrrsW+7rdf61mg0Go1Go9mfCITReUvnFC2XSiLouqaBVLJ9JisQNxPkZb7suijTJ14c7rs520hVvAZhmFTFa2jONgJeQbBAdBWGwHFzWCXO01WkGUMy/Fk4QF8QLRnir4SBkEZEMPVssEEGrBRGkfgqJBjpRmTNcJSrwL9HpkSQNqRDUZiYMIsiGizTRvodJ+2KUIS1TLtLoVqj0Wi6Yt26dVRXV4ev4/F42XYDBgzANE02b95ctHzz5s0MHjy47DaDBw/utH3wc/PmzQwZMqSozeH+yOLdwerVq/u0fx1BoNHsLj75SWKNjdDQAC+/jFNTQ6y5mfP//Ode6T7IhLW2bIEHHmjf4AtfQP3v/5IeORKhFEM3buT4F18MxVeAirY2PjFnDoldHKZ/FEeF89VUM5GJZduV/hEGyJFjG9vC1wdwwC4dS5S2igoaamoAMD8gebcajUaj0Wg0ezMzJs1mxqTZnDz+fAAcmQ/XCUMgldtOTC0nvkZzT6Ovu7NvIBRdwXOJBqTzrV5sgttxJe3ADbuKdGESXqyBaNnsuVWzO0L3q0KCdFEyjxQUCa6u5UUQBFMs47nLlBX3im9FUMIKYw+UVSx2BMdUzjksDLPoHHUhLo1mH0W6u2cCZsyYwXHHHccf//hHqqurOxRgY7EYRx11FPPmzSscppTMmzeP448/vuw2xx9/fFF7gCeeeCJsP3r0aAYPHlzUpqmpiZdeeqnDPvuCkSNHhtN7773HsGHDipaNHDmSYcOG8V652MduoAVYjWZ3YllQUwNHH42cPBmA9RFX5q6w4IQTyNneMH/58Y/DLbcUF+UyDIwvfYnkmjXw/vvwzW+iku2HMwiluuFZ6JwKKjibszmKo7iCK6imuuuNfOZR+KM7iEFYRu8a9Vf4bmN348YuWmo0Go1Go9FoekpnmbDF7doX8rKFHQq085bO6TIPdvrEi8Pp6FFn0pxtQCqXvMyF/STsip0SKgM3rErWQM57cF9cWEvhWoW7ZukX24piSIUSoOJVIF0MxxN1lZ0sW3wrmj8bzagNr1Hk+Lu6rhqNRrMzdLcIF8BXvvIVbrvtNu666y7eeecdPvvZz9La2soVV1wBwGWXXcZNN90Utv/iF7/Iv/71L372s5+xdOlSvvOd7/DKK69w3XXXAd7Q/i996Ut8//vf529/+xtvvvkml112GUOHDmXWrFl9cr5dMX36dOrr69st37FjB9OnT+9Rn1qA1Wj2BGvXEnvhBQCemjmzV7rcOHQoP7zpJt449FAv5/RLX8L95CdBts+Fynzta/C972Gk21d+Bbjhxz/m4Dff7PGxJEhwDMfwUT5KLbVF6wzDuzEdOHBg2W3XsS6cH0z5IQy7woLjj0caBva//91hXINGo9FoNBqNZuf49zJvVJdXGMr1i2MV3LClTlhL2FjCLirIFTMTWMJzicbNBLaIIQwTy4x1KcIGhbueWHI3UrpFebVxKxHmxXYVbRCwQrV4ommuDZJ1RetKXa9RTEdhSG+KZySWjKMSVUVtDOliSKfdtoHrtVwWrVRuwSVsCDL5VsyICFsaBaHRaPZ+DOnslgngmGOOYfLkydx6661dHtdFF13ET3/6U771rW9x+OGH8/rrr/Ovf/0rLKK1du1aNkYMTyeccAL33HMPv/vd7zjssMN44IEHePjhh5kyZUrY5oYbbuDzn/88V199NccccwwtLS3861//IpFItNv/7iDIei1l+/btVFRU9KhPnQGr0ewJhgwhPXQoyQ0bmLpgAe+fdx6U+eXeWZQQPHzuuUjT5IhFizDvuQeOPx78J0sBiblzu+zrggcfZMjGjbw0dSrN/frt8rEFVFdXs2PHDrZu3Vp+PdVsYAMAw+h5kbKOaKir443DDuOI118n9/WvE3vqqV659hqNRqPRaDT7Mzk3C1R6haEiImf7+AG3S+dmzEriyBx+bRhcv4+Osk7LibNPLLk7dIym863EzQRt2SZS8erwmLpy5q4yclBRwfj6TSBsFA5SgBJgRDwO0eJcUVcsgKwZ4c+4XpQBoISJEr6CWyK2li0OFjlWYZhIXFKxKjL51vDaaDQaza6wcOHCogzYrrjuuutCB2sp8+fPb7fswgsv5MILL+ywP8Mw+O53v8t3v/vdbh9DX3DeeeeFx3P55ZcXRTG4rsvixYs54YQTetS3dsBqNHuCWAz7vvuQQjDlzTc5dPHiXut6wNatHBLtr9wToz/+sey29194IW8dfHD4+sQXXuBLN9/Mxffcw4ge5pxEqaqqYseOHZ22WcrScH4EI3Z5n+V4dto0XCGIzZ9P/oILoLHRW5FOw7//DX0cvq3RaDQajUazrzHzoEvD+UAslMol52TIOZl2DlgvB9abogS5sVFxtCvXalcFqKR0ycs8MStJS6aRlkzjTg3flxUDkJFiW1IYuJY35RICJbzl+ZgnvgoJdk5h5wzMbSs8UVWYxYW3InEDUaLRA10hhEncShA3vfv9rlzCGo1mL0O5u2di5xyw+zL9+vWjX79+KKWoqqoKX/fr14/Bgwdz9dVX86c//alHfWsHrEazh1BTp/LuxRdz0D33cNY//8na4cNprKvresNOmLJ4Mef89a9Yrv90/bvfxbjyyvYNP/lJUAp5+eWISETB1BdfZMQ6LwJAJRLkjjiC+IIFTFy2jPHLl/PQeefx1iGH7PRx1dXVUV9fT3Nzc6ftmile35sFuKI01NXx2Jlncuajj2L/5S/kHnsMddBBqHfeIdHaigLUZz+L+OUvQejnVBqNRqPRaDTdpS3bRMooDM8MHJoWdih6OjJXlGEaiLCe+Foo0JWNFM7qSmSdOfmyTgXI6RMvBuCZZfd7x+DmsMxYh+0h6kIt3KPaORUKrQHR7FcpPAHWdBSOBaZZ7fUjIyJyB67Xjl6XIoSJlG4Y19Ccb0DK9i7h6PXo6vppNJr9m511wO6r3HHHHQCMGjWKr33taz2OGyiHVhY0mj3IsvPPxx00iHgux0f+8Y9d6mvA1q3MevhhLNclf/rpsHYtxje/2bGAeOmliO3b4a9/RV3s3ZAG4iuA8ZOfEH/hBVi6FHnhhQilOOfhh6nuwsFajtLw6o7+iK1hTdFr0Yd/ohYeeyx/uOoqttfVEWttJf7KKyRavWwwAxC//jUsWNBn+9doNBqNRqPZF5k+6RLyMk9e5sMIgLjlOTSjLthgvtQVG5AOMltL8lw7Y+bky8Ip2FZGhU9g2oQLmTbhQnJuhrZcU7f6NdINGCKOa0E+ZniFtURx3EB03nS84luWYyCrvEzEcpmv5ehKfA3jEyIiblW8uObCvKVz2mXCanesRrMXIt3dM6EdsKV8+9vfpqKigi1btvDss8/y7LPPsmXLll3qUztgNZo9SMWmTZibNwMwYNu2XerrhOefx/TdrPYjj4DZjWFVNTXwsY9hfOxj8D//A88/jzNvHsbQoZjXXuu1mTgRMXcu2bVrib/0Eic9+yyPfOQjO3VspmniuoWb31Zf6CzlaZ4O56vp+6dvGw48kF997nMMe/99KltbqWpu5sOPPgqAMk2MI47o82PQaDQajUaj2ZeYt3QOlX7RKWGYVMSqvTzXTggiB0JRNiKa9tS52dV2J4ydxXPLH6Ql00DCrkAqScwqju4ynKw3Y6cgXQ8xAyEVrui6foAhQVEQlJWwUKp9cdzOBNeoOF0uMkEYnlmhLddM3CqOLXCVi2TXr6NGo9k/0A7YYpqbm7n22muZO3duqGWYpslFF13ErbfeSr8e1MnRDliNZg9SuX59OH/vJz6xS32tHTkynM+fcgr86EdenqlS3etg9Gj45Cex7rgD87//u9g5KwTxyy8H4MjXXqM6yEztJlHxVXQypL+eglP2RE7cqX3sDIrCNZGmSS4WY8zKlaH4CuDE45DPl9tco9FoNBqNRtMJrbnmcHi/MASWiBEzE1giVjQVFZYqyXkN1pU6OXuTvMwjlaQt50UMOG5BKB7rePesRrYZ8m3evCxkwAaxAzLihA2yX4OCXJ0i3S7F16gQXeoWBs8Fm3MzWKbdrhhX9Fw0Gs1eipJ97371HwxpB2wxn/70p3nppZf4xz/+QWNjI42NjfzjH//glVde4T/+4z961Kd2wGo0HwDeHzaMzYMH71Ifrx9+OJbjcPpjj2E//zw8/zwAmdGjSXz/+9ATgVcpePRRnB/9COuZZwAwpeSk557baRdsgJTtn/wDZMgUvT6CvnOf3s/9vMd7TGMax3IsF913H7UlorLd1kbuoouIPfKIzoHVaDQajUaj6SYCQXXSGxJfEFgL91KlBbaiImz4U0CMJM1ZL9u0L7JMgz5N3zkaCJyWGfMyW1Vb2e1kiftVieIYgqj4qvodyCrSZYtqrRIFgbRc0THHzYfXTUq3KHIgbCddYmaCTL41PH5blM+1jWbDajQaTSnaAVvMP/7xDx577DFOOumkcNkZZ5zBbbfdxplnntmjPrWqoNHsKxgGrxxzDL+69lqeP/FE3p48mWwsRmL1apg9GxYu3Ln+WlrITp0KZ58diq8Bx7zySo+yYKuqvOFo5TJg11HInx3GMGJ0XhRhV3iXd2mllUd5lJd5mXTSvykeP57clClhu9hjj6Guuw56cK4ajUaj0Wg0+yNxKxkKioGA6Mg8jswX5b86Mocjc2WdnWFfZoKkXVEkPs5bOmeX8kznLZ3D0+/OBTwHaV7mcJWL4+aKXKPKToGTQwkLnEzocg0EVim8yZAFwdXOSZQAJ+YJscutiPEgcg5ryDCGpC+0evsM9h9cC8u0i447yLONTlE8wTYibAuzKA8XdA6sRrO3YUhnt0ygHbCl9O/fv2zMQL9+/aitrS2zRddoAVaj2cdorKvjyZkzeeDjH+fnX/kK740YAYC6u5Mbrvp6eOcdb1q6FDIZuOce4gsXooD5xx/F9778GV478shwkxNeeKHbx5T0Bc7mZm94V7kM2KgAO4IR3e67JyQjLoQNbGD9sGHei+XLiY0fX9TW+PWvyR5+ePejHDQajUaj0Wj2Y1x/6LwnrkocWYh0CkTGqNAZCLCBGBsl5rtTbRHDMmNlXaA7Q1SAjFvJIreoECapeMH9ZThZsGIY+WInrOkoZMm3aEMWxw4k2sBAMD7nL/OH+q4R3rUYhZc1O86o9M4r6n71hdXgZ87xRonJMvmx0WO3TBtbeKJt8B6UE1y1CKvRaMqxcOFClixZwuc+97k9fSgfCP7zP/+Tr3zlK2zatClctmnTJq6//nq++c1v9qhPHUGg0ezD5BIJnj/xREauXUt6zhxSt9zSbji989WvYv3850XLXNvG9PNP/+9Y+OIZrwKvsuWMyznytdcAmPrSSzx2xhmobgzPT6c7r+YKu1eAPYVTeJzHOYqjOIVTWDl2Dce88oq38rjjSC9YQDLyh1YceCAYXRdb0Gg0Go1Go9EUEy2uBYQiqpTecP9weZkiU1J5Q++lKzH99cGyzigVGQMXaLhv/3g8l65JvKT4FoCy4hjpRpSdwgAU7Q0EokQTNaKvhYmKV0GZnNc1ZBhHihWqJTxvy4yVzW21hI0jPXdrIGZbouCOlUqSdTIIwyQvdf0CjWafIshp7et94DlgTdPkc5/7nBZhgV//+tesWLGCESNGMMI3ta1du5Z4PM7WrVv57W9/G7Z9zddIukILsBrNPs6qsWPJxOOkGhq8XNjKSuS0aeQrKpBAcvPmsG1bMonlOMQixadeOrDQVzpusmz8eCYsXw7A4I0b2Ri4R7vAMAxUBy5SiWQ1q8PXB3Jg2Xa9xWVLKvjxm+N47uRD2Tg0ycBt2wDIVlURv/ZakqNHw8c/DkBm8mQSDz/cp8ej0Wg0Go1Gs6/gCaqeQJhz0kUOT2FGhsibxdmvHfZXIj4Egu7OZJpGBdlAzEzaFWHhqnS+laRdUTh+g3aiRxBB4FgGShgY0nPCRkVYIRWmA8rPwA3zXwO/QqTLVaSLio8JwywSloUww3O3hB06YEUoRLd3xAYidXBewfUJfuocWI1G0xE6A7aYWbNm9XqffS7A/vCHP+Smm27ii1/8IjfffDMA//Ef/8GTTz7Jhg0bqKys5IQTTuBHP/oRkyZN6laf11xzDb/97W/53//9X770pS+FyxcsWMBnP/tZGhsb+eY3v8lVV10VrjMMg3g8zrvvvsvISLX4WbNmUVNTw5133tkbp6vR9AjRQWGq3sC1LN456CCOeP118tdei/3WWwgg3tIStslbFn+87DLWjRgBSjHo7WeoXL+EvwzfzEMHFfe3IiLA7owrVAiB65Z/ereFLeF8NdVUUdXtfnvCyc88w5BNm5j8zju8cvTRYZ5t/IYboLISLrwQ8nl44gkSJ5/sLdNoNBrNfo++r9VoukZKl9ZcMxUx737OcXPeEHl/uH9pzED5Ql3FYmNheft7ySeW3N3OERt12RZvL8N+WnNNVMSqw+H6wjDJORliVsIXTmNgJzGyzeRE+4JcShQX3IplvPxXIQ2UdFHJGqTKYzhtKDvFqhInbOm5BIW3guxXx23vZg2uR+CEFRFXcGlf5VzCWnzVaPYylOtNfb0PtAO2lG9/+9u93mefCrALFy7kt7/9LYceemjR8qOOOorZs2czYsQI6uvr+c53vsPpp5/O6tWrMc3On4A+9NBDvPjiiwwdOrTduquuuorvfe97DBkyhMsuu4zTTz+d4cOHh+sNw+Bb3/oWd911V++coEazi7QdcAAAgzZvpqa+nsa6uj7ZzzPTpjF5yRLib71VtPwPV11FWyrFliqLP8UeYg1rvCf+U/wJOHfCuby58U1WNK+gjTaWHHQQJz73HO+NHMnGIUM63W8ikSCT8XKrOhJfAd7n/XC+r+MHADYNGcIQP2Lg6CB6ACAasm1Z8OEP9/mxaDQajWbvQN/XajTdxzJtdmS2k4pVYws7FF+7SyDGSiWJWUlyThqpZDvBsas806iLNOj3jIMvBwgLcZmGiRQmzZkGqhK1nhhrml7RLDcL6XpiQEtN51+dTUdhIFBWDGXFeYc2YkaClTaMkS7ScJElo8FKRVZhiHaicXC+RQW2SoTppF2BlC55mQ8Fb41Go9kZtAO2PY2NjTzwwAOsXLmS66+/nrq6Ol577TUGDRrEsG6OBI7SZ0W4WlpamD17Nrfddlu7CmFXX30106ZNY9SoURx55JF8//vfZ926daxZs6bTPtevX8/nP/955syZg23b7da3trZy5JFHcthhh1FbWxsW/Am47rrr+NOf/sRbJSKURrOnaB41itypp2JKyWlPPtln+2msq+ONww8vWrZ1wADeHz6c+v79eTr2sie+lvDV47/K1cdczYrmFQAMZCCtVVXc/OUv89B553XpgA3E166ICrB9HT9Q2dzMiPfeC1/nJkwAoG3kSLjggj7dt0aj0Wj2TvR9rUbTfaZPuoSkXUG/RH+SdgWW2bn4Goip5YbUB0JszEoWOWSh4HINfvavGEL/iiH0S/RHSpdj48M4Nj6MgVXeveXMyZeFDtBAfA36jA7/D4uGSRcj14ZrGbiWQbKlIIxKQZH71c55x67wfyZryORbkcplbL59BFchdkBExOb2LtZoVm35a+atzzoZpJJMn3gxMydfhpQuMybNbrdfjUaj0XSPxYsXM2HCBH70ox/x05/+lMbGRgD+8pe/cNNNN/Wozz4TYD/3uc9x9tlnc9ppp3XarrW1lTvuuIPRo0cXPdUvRUrJpZdeyvXXX8/BBx9cts23vvUtDjroIPr168dxxx3H5MmTi9afeOKJfOQjH+HrX//6zp+QRtNHGD/9KQo4eMkSvvqTn3Dl73/PgWvXMn7ZMi6+5x4+/MgjVPu/7OE2rsugTZsYtm4dw9atY+CWLdBBvipATUMDx7z8ctGy1oqKcH40oxlCezfrzxb8jA/P8Vygh3EYdfgOXcPYqfiBwYMHd7o+WoCrrwTYVEsLH5o3j6/+7Gf0r68HQH3uc8SWLIF160itWgVdOHo1Go1Gs3+i72s1mp0nWvAqwJE5ck7XD+jLibFSeYW44lYidHwCTHUTTHUTjG70HuhPatjM8VmF0fgeKy2vn4FVB9K8ej7Nq+fzzLL7MQ0TO5KrahqmH53QBMAYvOgBIkWxcgmB6ShMR6FKDKbR4lsqWcsq0ri+cLrS9u6Zy2XdClEQfqPry51/YZ1b9BMgbiXC3FfQUQMazT6DdHbPhBdBMHnyZG699dY9fNIfDL7yla9w+eWXs3z5chKJQqHGs846i2eeeaZHffZJBMHcuXN57bXXWLhwYYdtfvWrX3HDDTfQ2trKxIkTeeKJJ4jFOn46+qMf/QjLsvjCF77QYZurrrqKiy++mFwu186dEPCDH/yAQw89lGeffZaTTz65+yel0fQVhx6K+/WvY/3wh1S2tlLZ2spVt99e1OSoV15h0ZFH8vIxxzB++XKOX7CAytbiSqwrxo7loXPPpa1MXmnOtpFCYPpZs+9OmMCDF1yAi8uTPMkCFgBwAzdgY/MGb/Aqr7KRjQCMYhRncdZOnVZVVVXo1tnkD/cvRxttbGd7+HownYu1PeHAdeu44vbbEb5InauoIPaf/4nx+c+DacKBfeu61Wg0Gs3ei76v1Wh2nhPGzuLpd+diCzsUGDP51rJto4WoglzWKAUXqCAv81h+ga/jRS0rKiqgqSFsG4iwqmoIRroBqVzGqaS/1hMZDk8eyOLMBn/fAqkkeZmjIl6NlC5TMi5kNqOsOK4sHHNQhMu1C68DF2wuIQoOWTMGSPol+yOVy3jXZqWVK5tfGxDkvgaisndcEcetL+YG1wKK4wumTbiww741Go2mO+gIgmKC6KlShg0b1qm+0Rm9LsCuW7eOL37xizzxxBNFKnEps2fPZubMmWzcuJGf/vSnfPzjH+f5558vu82rr77KLbfcwmuvvYbRheuuoqKCioizr5TJkydz2WWX8fWvf53nn3+++ycG5PP5cApea8qjr1HXRK+R/d3vkv/c5zBWrsT5+tdJvPgi0jBQ552HXL8e+8UXOfqVV4rySnOpFG5NDShFfNMmxq1cydW/+x1/Pf98svE4mwcPRrguQzZsQAnBH665hoPeegspBM+dcgrSNFmjlrNALQj7bDQaOdA4kGP9f82qmTbaGMhAhCFoUk08rB5mC1s41jiWaca0ducVi8XI5XJkMhmEKJjs+/fvz/bt29u136A2gG/eHcEIYiUZYUEf0b52llkPPRSKr85//zfGF75APh73Vu4Dn1H9+9Y1+hp1TW9cI319Nfsa+/J9Leh7251BX6OuKb1GJ405P1z36Ft/AODDU7xicgtW/g3LtMk72bDNCeNmhfPPLn+QhJ0CfIFWukgJQpkc5CTBjOG4zYxsy7M0VcXYRu/LsCHi5FM1vJrdijBNql3F69nNTIkNZJWRI5NvY7IxkMn2YJbmg/tSiZtPIwWAST7WDyO9A9JbyMUL959OoIf6Px3AiMQLZIWBiA0AVyENhVSKMUYFy40M0t9Yuir8GYqtJQXDCoXCVJE4jd+n43oFthzH5eTx5xdd830F/fvWNfoadc2uXqMPwrU1pItRJhe6t/cBughXKfF4nKampnbLly1bxsCBA3vUp6FUJ+OWe8DDDz/MueeeW1R0wHVdDMNACEE2m21XkCB4sv/73/+eSy65pF2fN998M1/5yleKBBjXdRFCMHz48C4ztsArVPDQQw8xa9Ys1q1bx4QJE7j33nu58847u6wW29TURL9+/bjnnntIpVJdXwSNZhcQ2SwjnnqKhgkT2DF2LAD9336biXPnMvDNN2kaPpwV557L+6ecgvJ/lyrXrePYH/6QqvXrw34yNTW48TgVmzcDsOKcc3j7iiuK9vVsw7P87L2fATAiMYJvjvkmA2Md/zH58Zof80LjCwBYhsXvJ/+eGrtml853zoY53L/lfgDOGXgOVwy7oostdg7DdfnohRdiSMkL//VfbD3ssF7tX6PRFGhra+MTn/gEO3bs0E/QNfsE++J9Leh7W41Go9FoumJP3tcG/09veO42qiv79v/pppY2hp70GX3/XsKnP/1ptm/fzp///Gfq6upYvHgxpmkya9Yspk2bxs0337zTffa6A3bGjBm8+eabRcuuuOIKJk2axI033li2GqxSCqUU2Wy23TqASy+9tF3m1hlnnMGll17KFVfsvFgzfPhwrrvuOr7xjW8w1he4usPpp59OdXU1+XyeJ554gpkzZ5YtmqBBX6Nu0Ok1Ovfc4tdnnQXXX0++rY1kMskhhsEhpR1efDHZ2bOJP/44AImS3NjtmzezePHiomUVqoKzjbOpo44x2TFsXLoxjB0opUk18aJ6MXztKIcHlzzIMcYxHZ5jTU0NjY2NWJaF4zhl28yX88P5ZVuX8fC2hxljjAmXCSGYMmUKb731FlJ2nIfVEf0aGjCkxBWCY268EXbBSftBRf++dY2+Rl3TG9eo3FNijWZvZl++rwV9b7sz6GvUNX11jZ5eei8Ju4IpCS+m6rXWNQDYIoZteSOaMvk2YpbnOHf9oflGmaJdwhA4bh6lJIfaA7wVbo7KMR+ieb1XL8FseA/lF+LKJgX5WPt7R9NRxLKF+1IhwbAqULFKVsctMvlWEnYFo0iwwvX+b3RkHqRg61KXQQfZCLNzB3zBCdve/ZbJt4Xu130R/fvWNfoadc2uXqMPxH2tlNDHDlj879jaAVvMz372My644AIOOOAA0uk0p5xyCps2beL444/nv//7v3vUZ68LsFVVVUyZMqVoWUVFBf3792fKlCmsWrWK++67j9NPP52BAwfy/vvv88Mf/pBkMslZZxUyJidNmsQPfvADzj33XPr370///v2L+rRtm8GDBzNx4sQeHedNN93EbbfdxurVq7nooou6tY1t20W/uKWvNe3R16hrduoa9evX8boBA+DRR+Gpp6CpCc4vvilbcNxx7QRMgeAYCgJqZ4H/m9mMRCIQ3HjSjfzguR/wrHqWw9RhWCV/SoYOHcqGDRuo94td5XK5cl0ikUX5r+/wDu+od7hWXcsBHFDcVsqdFmCF6zLz0UcByI4fTyqIHdhH0b9vXaOvUdfsyjXS11azr7Ev39cG+9X3tjuHvkZd09vX6PRDCgWl5i2dQ1CryhDgqCwxK4GlTCS+8OqvF76+GQzx95YZWMIETCy/QdW4MwB4I7uOqngNEytqIb0VgLhSYChcy0BEbkOTaRmWs/bE1zgqWQVmjPEK3rEsHJVljSkRePuxRMSQIBQIL+s1StG9uD8fbB+QzrdimPvH/7n6961r9DXqmp5eo/3tuuoM2GL69evHE088wXPPPcfixYtpaWnhyCOP7LIga2fsditYIpHg2Wef5ayzzmLcuHFcdNFFVFVV8cILL3DAAQXB5d1332XHjh19dhx1dXXceOONZDJdV+HUaPYahIDTToPzzoN8HnnNNeGqgVu2AJD2/+0swxlOJZVIJD947gcANNLIEzzRru2GDRvaLUsmk+2W1VOPpL2oOp/5O318pQjX5fwHHuCgpUtxTJPUL3+5y31qNBqNRhNF39dqNLuXGZNmIwwT4auswhDknPKfe6mkN0k3zFf1tvG2X5TfyqL8VuYtnQOAaZhMVAmwk+RjBvlYQfiMiq+xTOGF6SgMqVDJWjBjKGGBctmR3oYjc4x3ba9PvEJbgUvX8R224TEGYmtEkA3OMUrOyWCWWa7RaPZNFHK3TOA5YCdPnsytt966h8/6g8VJJ53Etddeyw033LBL4iv0gQO2HPPnzw/nhw4dyiOPPNLlNl1F03YnH6ur/m666SZuuummnepHo9lrsCzEr36FWr8e4+9/58jXXmPuhCYe4REUimM5ltM5HZPu3cTFiPExPsb93E+eQiD5S7zEdKaToLjQSGVlJS0tLdTV1VFfX0863V70zZMnRowcxQ7Zs/BcQwO3bOHwN97ggFdeIZnN0lBTQ2O/fjTW1pIpI+j2a2zkiEWLiGcyDN60iVHvvYdjmlh/+5snTGs0Go1Gs4vo+1qNZs8yfeLFPLPs/vB11kkTt9rfF5Yipeu7Tr3CVpZpk863Ap6zVkqXN4ztHBobhJUajdO2GikMXMsTYgMR1rUMTKf4d9BINyCrhwHwjpElbiWxRIx3aGOSqA7F1EAsltIl56SxzELx2WjUQEFgLhThCn66ymX6xIu7ebU0Go2me2gHbAEpJXfeeSd/+ctfWLNmDYZhMHr0aC644AIuvfTSLouodsRuEWA1Gs0ewjCQ1dWYQH11ikd5NHScvsRLmJiczund7m4CE/gqX+VmbiZDwW2wgQ2MYUxR22CIVRBDUI6BDOQIjmArWxnMYEYxinGMQyCIZbNc+6tfhW3HlWxbX1vLguOPp8mPZRi4dSvT/v1vYpFqlaH4GhkGqtFoNBqNRqPZu3GViy1ssm4GIUzy0nuYLwyznUNUKlnkLI0KnUm7AoDWrJf1mLArWCqbOChvoARF+a/Sn7VlEEmgcGIGVs53wPrErARSuaHbdYXyTAg5J0Mm3wYkybkZDCAv8yTtCqRyixyv5XJf0/lWhGFq8VWj2Y9QwkCJnol9O7MP0BmwAUopPvaxj/HII49w2GGHccghh6CU4p133uHyyy/nL3/5Cw8//HCP+tYCrEazjyNbWzGBIVu2U+3EabDawnWHtC/l1SU5/x9ATMTIyVyRIzagO8MgLSw+zIfbLa+tr+fie+8NX2847jgOGDoUZ8UKeO89Ejt2UNfQwNmduI6ygwYRv+suOOOM7pyWRqPRaDQajWYvo9ww/XKE2ar+j2gurOPmscwYjpvj6FFn8vLqR3jHVoyUxc5X8ERYw39t5wwcS6GqhoAwMWSQ7wqT7QGsIo3j5rDMWCiwWsLLlDxlwseL8iWfWXY/rsoQtxLhObXmmoibCU4afz7zls5hxqTZO3t5NBqNpttoB6zHnXfeyTPPPMO8efOYPn160bqnnnqKWbNmcffdd3PZZZd10EPHaAFWo9nHsW+4gfw//sGYNe/xrweGMvWiNjBgMIOJEeu6gxIWshCJ5Lghx9HU1sSSHUt69XiHrl/P7D/9iVQ6TXNlJcl//YuF27Zx1llnkQhuVLdtQ/3852SfegqCKtOpFIkLL4RrrgGliMfjXiauRqPRaDQajWafxBbFRXI6KyjbGVK5zJzsfZme3OgV4GqtLhZ37ZzXt4qIsKaoQAHKLBR6HUMhbkAYgpZMA+CJvseP/RiPvNveQDBtwoWdHp8WXzWa/RMpCu77vtwHaAdswL333ss3vvGNduIrwIc+9CG+/vWvM2fOHC3AajSaMhx/PPbvfgdXXsmxSzfwldxnaI0LBjMYg50fzvAWbwHw4sYXSZrt87aEEEjZs5tfgFPmzyeVTtM2fjxV8+eTHzgQSp2uAwZg/M//lKTOajQajUaj0Wj2B6ZPvJgnltwNQFWitpCT6nb/HlRKF6kkbslwf1U1BFo3oYSBa4OV9fJeDemJrwDxDJ7r1ckiq4cWbb/KL3YrDIEj82Rdb1TYjPGzyefbjxrTaDSaDwLaAeuxePFifvzjH3e4/sMf/jC/+MUvetS3todpNPsB8uWXAVg1ejTV8WEMYUiPxFeAOurC+bTbvrDWroivKMUovxBJ6o47YOjQzttrNBqNRqPRaPZLKuLVVMQ9saA7UQRBDqwQpleQy1/muDmkdENBF8AQnqM1EF8BTEcRb5Mk/DQvZcVx60Z3us+g6JZGo9H0BCV2zwSeA3by5Mnceuute/ak9zD19fUMGjSow/WDBg2ioaGhR31rB6xGs6/z/vvI225DAM9MmxYuHrhlCwe/9RavH344jXV1HW9fQjXtn4pFowxs296pp/t2LsfoVas47sUXGe2Lr9IwEEce2e0+NBqNRqPRaDT7D88tfxCAmJXE8QtwpfOt2CJWVHALyscSBBmw0fxXgOYVj2OkC1+sXcvAdBSJtkgf/rYqXgXSDV9Dwf0a3a8unKXRaPYGtAPWw3VdLKtjqdQ0zbDg+M6iBViNZh/H/fnPsVyXtcOH895o7yn9Ea++ytn//CemlByxaBG/+exnSadSXfaVJs0iFgEQN+Nk3SwxYgxneNimnPiqULj+v01sYgMbWM962jKbeOX/mqltzRa3/9jHINk+3kCj0Wg0Go1Go5FKkrArwuJWQQRBXuawhWcMCIRYy/RyYqV0i4pvBQTi68zJl9G66I+0VRokM3ZR7mImJRASUi3KE10BZac6FF+DPkvjDTQajWZnkMJAip6NXN2ZfYDOgA1QSnH55Zd7NWXKkM1myy7vDlqA1Wj2dbZvByCezRLLZJg+fz7HvfhiuLq6uZkjFi3ihRNP7LKrOHGqqaaJJrKu94dnIhOxOvlTso51/JE/kiPXbt2oNNS2liz8zW8wr766Gyem0Wg0Go1Go9kfcZVLa66Jilg1Urm0ZptCcTXrpIuiCQJxtpz4CoQO2CeW3M3xsQqSOUgn0lAS1yUFZFKQaANZMcATX0scsEHhrbZcc/j6jIMv7+Wz12g0mt5HO2A9PvWpT3XZpicFuEALsBrNPo/5la+Qve8+Bm3Zwk0//GG4XH3nOxiOA9//PnX19d3qSyCYzWwe4RHe4z0ADufwTre5j/vKiq8Aa2rhJ+ceysfezjBx2TJv4ciRYPTtUz6NRqPRaDQazd5LJt9Kv2R/HJkjnW/FkXk+PNn7Qvz0u3OL2naUDxsIs6ZhUjqYNHC/KhOUNDCklwWbTQgMKbEBw/FdUL4pYaxhgmuh7BTLYoQirEaj0fSYSEZrX+4DtAM24I477uizvrUAq9Hs6xx2GPGnnyZ76qnEcznyloV9zz0YF14Iv/89AEe9+iprRo1i7fDhNNXUdNhVmjRv8AZrWdvt3R/IgSxlKQA11DCBCQxlKEMYwgAG0HaYyX1TXD77618zcNs28HNgNRqNRqPRaDSacnx4ylU8+tYfwvlSpHSxzFgYUVAOKV2EIUjnveFYQpggTVrjLYAnvgKh+ApQ0eQi4gNBmORy67yCXBEHrLLiYMaYSAKjdTOGKNRJ0Gg0mg8y2gHb92gBVqPZHzj+eOIvvoiaMwf7iivg4IO95YcdFjY5/0GvmEF9bS3PnXQSi446ql03j/EYr/N60bI1rGEsY9u1VQqefPI0mtZcybkzHmbKmK2YlL8BVqbJxiFDPAE2o6vFajQajUaj0Wg6p5zwCt6wf2m6ZN0MST8nNkAYZklmbKEIV23qAGhppSJbGYqwAJbjCbCGX4fLzW/FdICEgRQKgS+8Aq5sxc204VoGiYoDKEi3Go1Gs/PoDNh9Cy3AajT7C0ccgXHEEcXLjjkGXnwR5s4l99RTxBYvpq6hgY/+/e+8cdhhyJLqf7XUFr2uo46jObrs7pqaqnj+eS9X9t//+ASHfeGXvXcuGo1Go9FoNBpNGaKZq/OWzgnnK2LVRW5Yy4yRl/lw3nHzLEnGGJfZjp3zhNdAdFUC7JwKowkMqYi3KbASKDMOEZHXtTwxI2NsJ9mii3BpNJq9A+2A7Xu0AKvR7O9MnQpTpxIDeP11OOII8raNNNu7VU/mZOL+vyxZjuRIYpQfWlVZWaiuVV/fn7a2BKlUeXerlc8zKogeqKratfPRaDQajUaj0WiAGZNmhyJs1AkbvI5bCQCyTgbLtIvWB+IrQCyjEFhIHM/9ChgIkC6KLIb0C31F+xewtHZQB1YFjUaj0exv9HWcr0aj2Zto9ooFxPJ5Pvr3vzN93jwmLl3q5QngFeE60TmaaTvGcPXrCS65/69MePfdsl2ZpqSyslB8YPny8R3udsTatVQ3N5NPJGDWrN47H41Go9FoNBqNBmjONLYTYQESdgX9kv0Z79qMd23sxHAAhFThFGCKCgyrwhNfIyhhhjEEiTZJssUlZQzh6FFn9uEZaTSafR1peA9z+nTyEw6OOeYYJk+ezK233rpnT3ofRjtgNRpNgdGjkUIgpOTI114LF//f5z9Pff/+TFy6lI/fdx9CFW5Ep7z9Nn8591zejOTJBowfv5wliyZzAFvYsmUQ8GbZ3Vp5b/hXbvx47P79e/ecNBqNRqPRaDQaPBE2ZiWwhR3GD6TzrfRL9GdRvpEj7IHkM+sAyKS80WCJNhcpwIjUMlBI/6cKlyvHG/0VFO16x8hy7O45LY1Go9lldARB36MdsBqNpsCBByJefhl++1u45JJwsWuaHLB5M+f+5S9F4mvAeQ89xKFvvNFu+efH/h/NRhV/5uNs3TqgsEIpBm3cSG19PfaqNGf+618A5H0hVqPRaDQajUaj6Q1mTJrNjEmzOePgy9vFDARsb91EOt9K1ehTsc0B5BKCWEaSaPMcsyaeu1Ula1DJGpyYgRMzcC1wRBYcL2YrlzDIpgT40QYajUazKygBShh9PHn70g7Yvkc7YDUaTTFHHeVNH/0o3HsvAF+6+eYuNztl/nwWl7hgm4dUYSuHI3mNj234K8e98AK/4T/4wXvfYJIfXXDXmEupbWwEIHW0TsnSaDQajUaj0fQNUrq+BckmbiVw3DzTJ17MY2/fiWXazFs6h36J/oxJy+INnYwXO5BuRMWrsB0vD7atUlCRSWLQ5rlh/c1kzQgOcrK7+/Q0Go2mx2gHbN+jHbAajaY8Q4bgXnVV0SIlBLzyCukRI4qWS8Pgb+ec066LlspKAGLk+UnLjZzx+OP84d9XMTGSG1tTY5C74EL43/8ldtdd3T48+Yc/kD/kELJnnglNTTtzZhqNRqPRaDSa/ZCZky8L5x03z7QJFwKQtCtI2hX0S3hRWDEnRi5R+KrsxIxw3sg2s7xuMACpFk9xlTXDWV47hLqDLqXuoEupHn48VaNP7eOz0Wg0+zp9nv/qT6AdsLsD7YDVaDQdYt5yC2riRIzKStTGjRif+hSMHUtywQLSM2aQXLo0bOtY7f+cOLZNSypFZVsbAG4iQV2mEYCcbRObP59zTjhhp49L/elPiE9/2nuC9NZbONdcg3XPPT05RY1Go9FoNBrNfsSMSbPbLQuE2GeW3U8qVgVmHHDIpMwwhsCxFMhWTLuWlkwDi5JJpk24kOeWP4jMb2Xa6At3+diefncujpsrEoo1Go1md6AdsH2PdsBqNJqOqajAuP56+OxnMb77XRg71ls+dCjJt96Cp55CTp2KUIrDX3+93eZKCO675BLakkkAzEwmXBfL5yHihO0W+Tw89hjGpZcWLbbuvRdWr965vjQajUaj0Wg0mgjTJlzI0aPOBKCy0cGQCtMB0wEhwZIFw0HCruC55Q8ihFeEa97SOT3e77ylc3j63bkAYX8ajUajzN0zgXbA7g60A1aj0fQM04Tp0xGzZsFLL2E6Ttlm7w8fzk9uuIHxy5YxZtUqjnvpJQDk6NGIC7vnFBj1yCNwyy1k33qL+Nat5RvNmwef+hTYNjQ3w4IF0NoKZ50F8XhPzlCj0Wg0Go1Gsx/yVsKERB0HtTYULVfCBDfH4S7IWDVLLcjkW0MHbU94YsndWGYMqTynrZTuLh27RqPR9ATtgO17tACr0Wh2DcPoVpvlEyfSf/v2cJFYvZrWY4+l4o03PNG0I9at49Df/x5Dyo7bAHzmM+S/9jWcZJL45s0IpQDIHHkkiRdfhOXLyVx0Eaq5GWprSX7jGzBhQmH7ykoYM6Z756PRaDQajUaj2efJpLwBo65lUNUYEUYNE9G6jWbRii1igCekdjc64Oml92LaJsIwQ/FVShepJGf8f/bOO06q6n7/71tnZmcrS0d6W5ZepGkQREBFDWpUYm+JiaSoSb4xTU2M0RhNV38mUQkRRYmKGlFERBERWOmw7NKbdFi2zE657ffHnbk7sx3YBcHz3te8mNvOOffO7nL3uc95Pn1vZX7hDGRZ8eISEstQe4SCQCA4O7FlCVtu3r9PE+2fe+65KIrCtGnTmDZtWrP2+VVFCLACgeCU4YvFUpaDGzfCsmVw/vl1HiPt3euJr8uHD2f+RRcxddYsum/bVmNfrbQUrbQUgNLMTLLKyvCvXIlzzz04R47gX7/e3XHnTrj22hrHGz/+Mdof/uBGHbzwAuzaBbYN7dvD3XeDLFJbBAKBQCAQCM52+sVvWUMaRAI+NCNGzC8RCZqASVaJ+2d0wBfEtAwWbZoNNF6ETYiptmMhS1WRAwnxVVV0FElh0abZWI6FTw1g2LEafSwomoksKcTMCLIkp7Rv25bIkhUIBI1GOGCbHyHACgSCU8Yn559PiyNHGLBuHQAOIHXuXPvOjgPvvIPxwx96v6g29+iBqeusGjyYjrt3uzmywLxJk/h82DDa7duHA5RmZVGelUXvjRuZ+sorSE8/TeK54aejRxMIh+m2bRuK5ToZMioqAFDiDl3n4YeRHn44dTyZmXCzuIkVCAQCgUAg+KoQCbgxVoamY2kGsu3OsCrNMdHDDgPcOrOs9Mmois643lMb1a5fC5KIejUtA0VSsCSLhcWzUBU9ZV8lLtDKkoJP9QNusbCoGfaEXF31e/tZ8SiD6tVe5hfOcFcLJ61AcMbgIOM0c+mmRPvN4YDt0qULO3fuTFn36KOPcv/999e6/9GjR3nwwQd5//332bVrF61atWLKlCk8/PDDZGVlefsVFBRw//33s2LFCiRJYvjw4Tz++OMMHDiwScbdXAgBViAQnDJsVeWzUaM8AVYC2LgROnZM3XHnTmJTp6IvXUoAiKWn87/RA1jY009HYEP//uzq3JnBK1diahrLhg/HURR2d+qU0kxxnz4suPBCxn70EbJts65/fxZcdBFOspPVtrnvj38ko6IC+aqrYOtWrN/9rsYvR2ffPkQ4gUAgEAgEAsHZjyO7d4JpoSjhoPveQcaWbWTbQQ+7QmzYbxCIaAyJ2jjBVg22+/GmV4F0VFnDxjUSJARTJckJm4yquFFdKhqq7MYV6GrNfRMO2ER7yc7ahPiaEHcTebMCgUCQoLkcsL/5zW/41re+5S1nZGTUue/evXvZu3cvTzzxBPn5+ezcuZPvfOc77N27l//+978AVFRUcPHFF3PFFVfw9NNPY5omDz74IJMmTWL37t1o9cUbnmaEACsQCJqEwatX8/7EiUTS0urdb3/79uxr25Z2+/cDYF56KercuTBxortDSQnhESMIHDiAoaosHzmSj24YwQMH/oTNEm7lVrrQhfLMTBaNHZvStoNDiBBRouSSC8DiMWP4/XkOh629XKhPJKPaE8TcI0c8Byzp6Zjf+AaqZXE4N5eckhIU2ybarRu+2247+YskEAgEAoFAIDhjCFS4QqWhS5halaAZC7iP5bMOmaC6f+xLpXso3/4RxVKEYV0uTmlnYfEshqZ1ZqjehkWE6E0a66zDXqxAdRRJ8YRUy7Q852syuurHtGo/3rRiKfEDsqygybrXn3C/CgRnBg4KDrU/nGnKPqD5MmAzMjJo27Zto/bt168fr732mrfcvXt3HnnkEW688UZM00RVVYqKijh69Ci/+c1v6Bg3cj344IMMGDCAnTt30qNHjyYbe1MjBFiBQHBy5OZ6byd88AFvX3EFnTp1YteuXXUe8vwdd9Bx1y4u+PhjOu/ahXXJJcg33YSUnY392msEDhzgaE4OM26+mb0tdJ49/Cw2bg7sq7zKJVxCPvkoKKxjHUUUcZSjHOEIMdwby8u5nKEMpZRS5isLQYEdHORu7kaj6qlYzOerGti4cd4vxZiuo9g2Zteu+Navh0Cg6a6ZQCAQCAQCgeBLy2a/Ss+SfTiyhL/SxtAVVMPC0lLnQ4UyFcBAizlYfgUlsps+MYXyTe+S0esSbz9FUig0DpMXsQCJ7aqNFXULbyWwserMhjUtA1XRMO2Yl/lqORaaXNPppckaphXz8mGT3a6arDOm1zVNdJUEAsHZxIIFCzwHbFlZGT6fD1/y38onyGOPPcbDDz9Mp06duP7667n33ntR1cZLkaWlpWRmZnrH9O7dm9zcXJ577jl+/vOfY1kWzz33HH369KFLly4nPd7mRAiwAoHgpHC2bPGm5lfGRcpYLOZltJTGi2IlY2oa27t3Z2fnzlz5xhv027AB/v1vwI2rMhWF2ddcQ2lODmv5jDKrzDu2kkpe4zWOcYxRjOJ1XsfBqdHHClYwlKGsYpW3roQSHudxLuIihjAEDY3yzEyWjB5Nr+JiZNumPCODjPJy2u/b547nu98V4qtAIBAIBALBV4ielgaZnaDMNRQopkNlWrq7McmMJqkhAGTXJ4AvFt8YPkTZ7s+Qy/ayUnM35is52BwGoDx8lJhde+Es771jeYW05hfOwHIsAlqQmBnxjjFsIykj1m0rakU8xyukRhtYInpAIDijcCQZR2rmDNh4+x2rxQI++OCDPPTQQyfV9g9+8AOGDBlCixYtWLJkCT/72c/Yt28ff/zjHxt1/OHDh3n44Yf59re/7a3LyMjgo48+8rJhAXr27Mm8efOOS9g9HXy5RycQCL7cbNiA9cQTqMB7kyaxbORIAPbv308wGCQUCtV7uK2qvPaNb7Bq8GA679xJ2/37aXn4MO9ecgn727cHoD/92RXcxabQJizcm8audKULXbCxU8TXvNw8Zl87m/7P9Gcve/kv/2U96wEIqAHCZhgDg3fjX0MZSj/6MX/iROYnIhCAb7z6Ki1KSgCw5s6F1auRW7aEUaNwIhFYvhzpkkvg8sub7FIKBAKBQCAQCE4/C4tnkRXIpVfpUZB9hNIMKoI53nYHDcWpTDnGUqW4SGuTVilTmS6jVWwhlibTC0iT3aKzFYEQkE5GoAVZSi6VMddk0N9JY6Ni0sfxscY6hmG7+bDj86uiAmzHImyE0GQNwzYY13sqC4pmYloxVEX3HLEJ4RWqBNeEC1ZEDwgEgrrYvXt3SgZsXe7X+++/n9///vf1trVx40by8vK47777vHUDBgxA13XuuusuHn300QbdtWVlZUyePJn8/PwUITgcDnPHHXdw3nnn8fLLL2NZFk888QSTJ0+moKCAwJfYPCUEWIFAcGKYJpGpU/FbFpt69nTFV6lqWlZD4iuAoihYlsW2Hj3YVkdWS6aUyaM9H2XNmjVEnAiVVJJOuhcjMJKRLGUpAEVHihj8zGDv2IT4CjDvxnmMmT4mpe0V8S8/fiYxiQEMQEHhUKuqIgraRx9VHfDXv1YV4nrmGViyBEaNavA8BQKBQCAQCARnBgnH6KasFvQqPUosIKPbpViSKxYYkh9b8hMMH8GuxZhWke46Xg296r74mLbHbTvqGge6mjI7FYf8SBlKWiewYuRXhnECPgZXVGK17MH62AEWb36N83te7bVjOxZRy/KE1IRjNiHCguuEtR3bW5+INQBYUDTTO05VdEwrRkALErVcV60QaAWCLxenMgN2/PjxjcqA/dGPfsStt95ab5vdunWrdf2IESMwTZMdO3bQu3fvOo8vLy/n4osvJiMjgzfeeCOlsNZLL73Ejh07+Oyzz5DjxbVfeuklcnJyePPNN5k6dWq9YzudCAFWIBCcEM7jj+Nfv56w38/bl1+eIr42hCRJOI6DZdU/Dcrn83lP4SRJwuf48JH6pOzi+NdqVrOQhZRSM/IAYM2BNTXW5QZyORI+QoQIb/Im85lPW9qydGxP1vf9DtllFaRXVHDOnj0M+/zzlGMtWUZpgkwcgUAgEAgEAsGXg4RAWRktY6CUgRPIgXhsQALNOYbiRDF8ElrUIVBh4cSFWEOX8UVson53RaKIV8znChyO7N4vV9pf0LHScfez9yA7kBZLjdQaUBlltV9l8ebXUkTUZIerLCteVuy43q7osLB4FoBXoCtl/4Q4Gx+vz+feZ/vweyKsQCD4alJQUJDigK2LVq1a0SrJsHQ8rF69GlmWad26dZ37lJWVMWnSJHw+H2+99RZ+f2oRwsrKSmRZRkrSHxLLtm2f0LhOFc0bJiEQCM5ONmzAeuABAOZdfDEVjfhFnYzj1MxsrY1oNMqRI0cAUn7B1sYgBvFDfsj3+T7T4l93czfpuHld33/3+zWOORI+krJcSSXb2MZ70jz+1Pp9int0Yc2gQbxz2WX8+sEHeWfyZHf8gPLOOzBkSKPOo9FEozB9OtakSUS7dYM1NUVjgUAgEAgEAkHTM79whidW6qo7hVUOHSb7kEmw1CLzmBs7kFFW6S4fMT2BVTNdX5NsO0g2+Ctt0sscVFtFNSVyDxgEQibppSYA/rCNZINqOqimQywgcayVTGlWhGOtZOyyzZhylH6xEIMrquIOgrp7z71o02yAlCJeycJrQoytDbmWPMlQrFy4XwUCQZPy2Wef8ec//5k1a9awbds2Zs6cyb333suNN95ITo4b6/LFF1+Ql5fH8uXLAVd8nThxIqFQiOeee46ysjL279/P/v37PfPWhAkTKCkpYdq0aWzcuJENGzZw2223oaoq48aNO23n2xiEA1YgEBwfSdEDxb16sWbgwFPSbWNEWxmZXHJT1o1iFPOZ7y1fx3WUU857vIdN1ROybC2bY8Yxb3kb2/iYjxnPeGTT5LJ33mHwqnhBrx//GC6++OROqDqVlcTGj0dfuhQFt75D7Kab0D/9FDIymrYvgUAgEAgEAkEKAS2I7dhosk4fxwcy2Jgp++QcDqHgQzJjgISj6khxEVRNcrAqpoOj+rxtAIFYAEuOetsTnlZDlwiU24Qz4q7Z8poOrpFhG2QFW1aBdNYpUeZtmI6qaNiOhSwpaLLG4s2vAa6Td0L+zd7xydEDPjXgOWFDUTeDdlLfW0/4ujXEvA3TAVf4TR6TQCBoGAcZp5l9k4n2zz333EZFEDQWn8/HrFmzeOihh4hGo3Tt2pV77703JRfWMAyKi4uprHQfNK1cuZJly5YB0KNaROH27dvp0qULeXl5vP322/z6179m1KhRyLLM4MGDee+992jXrt1Jj7s5EQKsQCA4LpKjB/532WXHFT3QnOi6TiwWq7H+XM6llFIsLIYznDa0AaA3vSmllBgx5jAnRXxN8AmfMIpRXP7REk98dX70I6THHmvawc+dC5Mnk5ggtnrgQAatWYO+bh3Gt76FNmtW0/YnEAgEAoFAIPBIuEc1WSPdn8NWoLvhINkO6OnoNiAp7hNyK4qjxu/aZBXHjE/dV/1AtKpRMwKyBon4AEkBu+74rUC5jS/elKG7cQaWKmGpriDrj4AUOogTbM3AikrWpGcTNtyaC7ZjYdju+FVFx3Ys5hfO8KILYvExqrIW398maoYBmlUUTYivuuonZkaYt2F6s4q9AoHgxGlsBEFjGTJkCEuXLq13ny5duqQYrcaOHdso49WECROYMGHCSY/xVCMEWIFA0HiKi7EeeACVE4seaE5qE18zMjIoLy/nUi6tsS2LLDLJZBOb6Ec/jnGMDDIoppgyXDfAMIaRRhq+aNXNtPSLX4DShEHoe/cSvfJKL9l2S/fuVKaleZuVkSObri+BQCAQCAQCQQqLN7+GT3UzBlVZJ2ZG6EMaXuXVWAXo6VUHxMVMSdaw7SgSICGDGUNDwpZd8UBCdgVXWcEO5OD4MrAlHTBA9SPJ4NhRtJiDJLt3go5K3F3rokdc8dWRwZRNHFVCDR0EWWNAWSmOLLE8ni+bEGEhnvsqg2G7bSWiC5KRZaXZYgcWFM3EtAx01d/wzgKBoE4cScGRmrkIV7z9pnbACmoiBFiBQNA4TBNnxAjUePbKxj59TvOAGqa8vLze7atZzZu86S3nk8893IOFhUZVpcUlo0eTt3EjGRUVxG65Bf2tt5psjNY99+CLxXCAwvx89rdty/gPP3Q3vv468pVXNllfAoFAIBAIBIKa2LaFquiYdgxd8YMDUuURT3h1NPfhuBwuIeHNSsQTOLKEQ6pjy5ElJBRXdA22ZBthuiUnC8gqaDqSAWhpOLrbvhQ+xuaWregeNVEA29zv7m6DLYNkQzhdAWz8la5CPAJXXHX0NDZQSXmkBBNXYE0uwAWp+a+ypLBo02zG9Lrm5C5eLfgUPz7Fj2EbKHFxR0QQCARfbpraASuoiSjCJRAIGoXzxBNIpaUAHGrZkpimNXBE7ei63vBOp4gYqa5ZHR0ZOUV8BTiWk8NL11+PA+hvvw1FRU0zgI8+Qpk9G1uS+Me3v81/r70WPe7kdbKy4LLLmqYfgUAgEAgEAkENEtmosqxgO1XxAFJlVaFWx5dRFSOA63wlydkp2aniq2Q7EGyLHWyJHWzJJqsU04qxyalgs+6KplvSM9gSDFKUkUWRX6NYNgDYlJGJ7Vhs1iU26xJysANyXLiVbYikydiyK8bG/BKW6oq2UvgY4EYMZAVaMiH/ZmzbImqGPRcsuNEDCXyqH1U5sfv5+phfOMN7r8kalmNhOZYQXwWCE0IGr0JIc72qMmDz8/N56qmnTs2pfQURAqxAIGgY0yT6m98AsGbAAP59yy0gn9ivj9qiAk4XveiVIrZGiNS57/727Snu3RsA58knT75zwyBy++0ArBg2jP3t29N5+3ZGL1kCgFRaiv3IIyffj0AgEAgEAoGgBsniK7jxAwAxK4JkJmW5JuW22oEc770k++KvqntJyXZwsjuDolOs2myySmvt27QMbMfCdmxPFC2WDWzbwk7qr1g2INjWfQVa4a+08Ve6+yumg2SDqTogK8jlB+gdc+hDmleMK3Fuhh3DigvMif4SfSXyb5uChcWzCGhBbzlqReLnaaUIswKB4MtHQUEBhYWFIn6gGRECrEAgaJiKCvxhN6j/7SuuIJSRcZoH1DTkkMNd3EVPepJNNoMYVO/+S0aPBsB+/nl48knYsAEaERJegw0biA4bhn/7dkJpaXx44YVkl5Rw84wZKHaVMyE6b97xty0QCAQCgUAgaBQ+pcrJmqfmoMo6AysqwbaQYpVu9EBcxJTsROSAu+wEW+IEcnC0NCTbQbYlJGQcWcWRq5L+EiJrstgKrggLqbEA3jFJQuxWn8pWn8pmv9umgo9gpYYUb8qRwVBNHNtACh1EqjzCoBgEfZkpYmhyFIAsK97L14Q5rZpcu6PWrqf4mEAgqBsH+ZS8QDhgTwUiA1YgEBwXjiQ1vNMZREtacgONK0Cwu1MnNvfoQc8tW+DHP4Yf/5hoZib6hAlIEybArbeCz1d/I0uXEh03Dl8kgqGq/O/yy4kEAlzw8cfI1cRc+Sy71gKBQCAQCARfNmzbIt2fg2RG6Vt2rGpDInYgSTyUomWpB8sKREs9F6yd2R7JNtmq2piGUbVbHUV0EuKr7di1C7GOTSxe9EtVNDZntCavvBQn2BJCX7hjsiHmlzG8lK8wesSmn9qNTU4FuuKnNHIkpU0ZxTt327FZtGk2qqJhWsYJZcIuLJ7lCby66se0qma8jc+7QbhfBYIzAJEB2/wIB6xAIGhWHBw2sIHneZ4XeZESSk73kADw+/20aNGi0fsf5CDzpQ/49XUDeX/CBLZ17UpM0/CVlSG99hp85ztEu3bFuvRSnIcfhrKymo0UFnri685OnfjbD35AUbyYWaCy0t3n7ruJxnNy5W7dTvo8BQKBQCAQCAQ1kSXFc6X2CIWQouWYsum+VMd1tsajCCTbdLNWzRhbslvhpLdBiiQVe7UtsC02UslGKokYoZRMWdub/l/1b/UIgupO2WS3LFS5SJ30NgCotoqlSliqhGJWPcTXI+5xTtk2+pQeJWZFCGhBLwvWciyiZgTbtjBsA1mS0eMuWFXRWLrtbZZue9uLaGiI+YUzCGhB/FrQa0eWFaJW3dFeAoGgsSg4zfwi/kBGOGCbH+GAFQgEDeP3Y8kyim3Tcdcudnbt2uhD3+ItVrHKW36RF7mDO0gjrTlG2mgikQiRSONuDFeykrd4C4B1WiZdzvs+n513HrJp0mHvXrpu28bw5csJ7tsH+/bBu+8SmT0b/8cfQ048K2zlShg6lIQ/duaNN2IkFSTzReNZY9264Vu7FgoL0S69tKlOVyAQCAQCgUCQRMyMeMIh0dQp8rINkl3pZb5K0Sqx1bRirLMj4IM0TaK7LOHgRhD0cXxslKKYVswr7JVwvyYLsgmS19Xlkq3a1xVWN1IJEvTJbI8GGJHdgJsJmxBk5URhMBsGVlRiZXdiWbSMqO1GiqmKjmG7Dl3DNkjzZdKrvAwkhfXxRIKAFmRh8SzPzVpXEa0Mf07K2BMirK74iRiheo8VCARfHoQDtvkRDliBQNAwfj/mN74BwDf++1+yjh1r9KFFFKUsH+EIf+JPxPjyFOOSGpjqn3wOZZRxgAMA2KrK7k6dWDR2LH/94Q+ZNXUq702aRGUggH/dOmjRAvuPf4S5c4med57XRmGfPp74KlsWE+bNI6+42N3Yvz/07g1XXtlwnIFAIBAIBAKB4ISY1PdWQrEyIkaIlXIEbAtFycRSJaS4gCnZJnI4PntLVnBUnbzyUqJmhNHdp9CNAGR2AsCWa68LUOV2tVLcrjW31XzV1kaChNtWU1rii4AvgueEtWUJW5YwZRMr2x1fTlprctJae7mw1dtzfBlsSg+mrPepfjL8OfjUAPM2TE85r/mFM1i0aXaN801EJpRHj3kir0AgODEcST4lLxAO2FOBcMAKBIJG4XvuOcJr15JeVMTUl1/m+dtvx2iEQNiZzjVEWAODQgrrLHoVIYKOjnyKnhE5jkObNm04cOBArdu70Y1NbPKW3+ZtxjCGDnQgm2wAYj4fxXl5AJRmZXHdq68CIP/oRwD4gH2tWzL7vC7M6asznDABAlz5+uv027DBHcePfuRmyQoEAoFAIBAImh1d9WPYMYJ6JtgQc44BUNZCJVhm4lglaKgYqokWk0BLw/FnoJhHAVhWvpmgL5P+SW32cXysk12jgSrrqIrmOUGTqe6ITSwnu0lPxjXrxG+jnbJtKKZDHuBktGOdrGDH4wFkSSGgBYmZETbIYEbdccuy4rWdEFR11c/iza8BeMJq1Ayjq/4Up2/YCBEzI/hUP6O7T6lzfAKB4MuFcMA2P8IBKxAIGkd6OoF584hkZ9P2wAGmzJkDTu1P+pO5iIuQqOkwncMcXuEVLFJvLFeyksd4jD/wB9aytqlGD7h5tLXRqVMnDhw4UGcm7EhG0opW3vIBDjCb2TzDM7Vm2hbl5bF8+HAO5+ZSEXRdBut7d6fvnWX8cODnLFSXsIhFAHTdvt07Tpo0CUThLYFAIBAIBIJTwvi8G8jw5aCrfqRoOeVZfo5lZxHRMwhlKliqRMRvYakSpuqArLBVk7ASYmmiUFewreuaLf8CzCrxFaCnKdNfyvCWAdL0DPrpbdAVP7riTxlTXS7Y6tsT74t1CSeQDeA5YcEtzmXqEqZedW8pRcsZEK1yw2qyRtgIETZClEdqr9Ogq35URcOnVo0zK5BLQAsS0IJeREEoVuaNK2qGCVUvWCYQCI6b5s5/rcqBFQ7YU4FwwAoEgsbTqRP+d9/FOu888jdupP3evezt0KHeQ7LIQkXFoOYUpI1s5GEe5jzOYxzjUFH5iI8ACBNmE5vqdMk2FgeHCipYwAI2spF88pnIRAIEvH127doFwNGjR+ts5zquYzrTqaDCWxclymEOk0NO6s6yzLuJ/FbHAcdho1xMCVu9XQoo4CIu4uXrr+fOf/3LXblt20mdq0AgEAgEAoHg+Bje9VJW7ppfY33Yl4uhlZNeHkGycYtdGZV0s3NYkbRfKFqG5Figp4MZQgodZKCs4Wjg+DNcURbIy+6GEd7GYrLoVl6OlK7QGz/FUgRd8ROro2hVbSIsuE7TBIW+TPICXZGi5UhmFN2BmFSOZLtO2Gia67vyWa7Q0qsixHq/gqro6GqAUKwMWVY8Z6svnl+ryjqyJGM7caFZhjw5ky2EU4psJd6blnu8quieMCsQCM4MhAO2+RECrEBwNuM4cOAA+P2Qnd00bbZtS6z9OQT27MI+uonpHebThjZcxEVoaDV2f53XMTDIIIP196xn9obZ/Hj+j1P2+TT+lUyQIK1oxQZnA62irWgslVTyGZ9RTjltaIOOzmIWe07VVaxiC1u4jdtoQe2O19poSUt+yA+99gspZChD6UEPAExM3uVd2tKWYQyrcv1KEkgSnelMW9qyn/3kkksPeqCg8MU55/DZqFGM+uwz7O99D/vdd1F/8hNIyowVCAQCgUAgEDQfQzpNYCXzaWscxPQlCsVaOJJM1C/jr7TxxRQcGTY5VQ/jx+fd4L1fUDST4WZSo1YUyqtcoE7ZNmQ7/t4sQ6q0cALZ9HY0NlBZ67gSgmbUDKMqroNWkZSU5aDuCibrzcP0C7RBKj+AHWyJdqyMmD91ZlVUKUeNuTPC+kpuNuxGKgnqmZRHS9BkDcM2iJoRbMciwxevWSDJntt3C2Fs2/L6dbenRiGUR2t30woEguPDQcZp5onrifbPPfdcFEVh2rRpTJs2rVn7/KoiBFiB4CzGuP12tOnTq1Y8+STk58P48aDVFEsbZPFizHHjCJgm87In8HjebnbEv3axixu5kSDBlEM2shGAcsr53Se/4x8r/tGorkKEWMhCcOCVja9wu3Q7rWmNhoZC7XlXYcK8wRtsZrO3rje9a8QElFPOHvYclwALoKGRRRYXx7+S2cEOVsT9EPvZz2Qmp2TYppHGd/hOre1+8rWv0au4mNyjR5HffBP7rbeQfvELpAcfBFX8mhYIBAKBQCBI8M66fyBLCpf0u6PJ2ssNtgMgGLIIcoRQpkJUD+KPRAhUWMT8Mo6TxpaMTFRSXanzNkxHVdz7aie7G8vDO8nwZZN/7BBbW3akx+HdrM9y7zl7GzrgukWlmCu6OloasuZmriayVE07hm27fRi26yRNbIuaYa/vcb2nsrB4FrZjEdCCrI3sBQ0GAJKWCZSnnGuiSBeAfGw3dkYb8qNhtmTm4DP9Xj8JEtm1aXpGndcvIb72cdzaEBulKD7FT9gOMb9whrffhPyb62xDIBCcfoQDtvkRf9kLBGcrkQjSf/6Tui5eECrcrh2Bv/8drrqqcW3ZtuukLShANd1H+5u+3pu+0Y5s09wCW/vYx1/5K3dyp5eXmjxdH+DZFc8C0J/+DGMYAQLsZz9zmIONXe8Qnnee995/g2/Qj36esFpEEYtYRJhwyjEKCkMYQmc68yEfYlJlS4jRtNOikt2/K1iBgcFVNO76htPSePauu+i6fTv91q+n//r18NvfEn3nHXz//S9069akYxUIBAKBQCA4E1lQNBO/5j7sbypxLy3u5OwTqnpgHyyz8Onl+CptLFUircLBatGSiFHiTteXlBThM8Ha2AE0WSdihFgZTCMTWBZQseP5qgUWQBYAjqojxSpZH9Cxbctzu/q1IKqsE7PDyPHq5An3qe1Y+FQ3RstyLBYWz3K3SwpRM4Imu/ejRXYZ+eC5XRMFuaT47bZsgy07ENoPtkOPwxXYLXuxNrIXn+LHdqruy2VJxrQNsA30eA6sLCvocpUholdFCCl6BAC9ZYd4bqzrng3FXBfw/MIZQoQVCI4TGxm7mR2wtnDAnjKEACsQnK2sW4dqWVQGApRmZdFu/352dupEu337COzbB1dfTXTCBHzXXQc331y7I9Zx4JVXiN59N76SqpvSbV27crRrS4YC2dzEf3CF3ihRnuIpbuM2OtGJF3ghpbme9GQgA+lHP29da1rTn/5YWKioWFhUUIGDw9/4W40iXQD/5b/MZz5llNVZWMuHj9u5nTa0YRvbUsRXgPd5n5705Au+oB3tUnJcK6jgVV4lSJALuRA/fmLEyCADHb16VwB0pnPK8lrW8nW+XqdbtzqGz8emvDw25eVR3Ls3l/3vf/hXrSKWn4/+6KMwZQp06SKKdAkEAoFAIBDgioCypGBaMRZvfo3ze159XMcvKJoJwHC9rZfTCmDLrkCpRxycYGtkYHO2D4hhxlxnqqy493fJYmVCLE24YW3boiJS4jpE4/qJZbn3tU5Odyjfg53dEZzylDzXaDiMTw1Uia9xZ2yy0GtaBoqkeMXAPHesFSHD597TStHyGn/tO7IrwibOsTrp/hy6EaDIdO/7TTvVsGDbVlXhseRlK+oKymaMbgTYZJWiq35iZsSLKiiPlAgRViD4EiMcsM2PEGAFgrOFcBiefJLo7NnYhkFgozv1f2/79rx63XX4w2HKs7IIhEL83x/+AIBv/nyYP5/IAw/g/+UvoVcv2LULvvgCwmFic+agFxbiq9bV+v79vffd6c7d3M0zPOOJodWFV4BLuIQRjKh16BISavzXkYJCVtwZcDd3s4Ql3tT+ZEoprbWtfvRjAAPoTndP/Ezs61f9zLxqJle/ejUxYqxhDR/yIQBTmMIABiAjs5GN7MItzLWf/VRSSZQoOjp3cRe55Nba9x3cQYwYi1lMG9qkRBAcDxv692dPx45c+frrdN61C+67D+67j0i7dvh+/nOkadOEECsQCAQCgeArh2m5LkwlKXPU58tElhSWbJ0DuMWpkrNZq5NwrgLkpLVmMzY949skLRNZ9UH4kLf/Rs1BtmKeo1NVdM9pCsSLVNlVQiyKJ0zatuWN1XaqxMvVlbsZlt2ZgtA2L2oAqpy8CXevTw3gi7tOk1EVLeU8E2IyQGn4MLnpbqSCakrYwZasU6KA6/bteXS/t6+hmoCEFpNQDm+hW8sebHEqPBE5WYC1HYuI4S7rSQIxAFoaGJVYLbqyyXLvu23bQk26TjlprWuMtb7PSSAQgCPJOFIzZ8BKwgF7qhACrEBwJuM4sHEjfPYZoYceIrhnTw2xdGv37mzV9yPpEueQSTgY5G/f/z791q0jPRSiT2Eh6Xv3wt1312g+4fX8aOxYum7b5oqBwNokARZcF+t93Me/+TeHOVyjnWEMYzjDj/v0csnl6/LX+dWAX7F6zWpedV6lkMJa921Pey7gAnrTu872ImaEj3d87C0f4Yj3fg5zcHAYzOAUcTc5PzZGjEIK+Rpfq7X9jnQEXFH6ZCnNzubft97KucuX03fDBjp88QX+ffvg+9/H+PhjtBdegPT0k+5HIBAIBAKB4MvIgqKZaLKOYcfwKX532nuSGJlcGMpdrspQTYismlw1cykhKvpUv+c4PVKxj9z0dsio2BltcABH8SGbURzVhxw6TJ+s9qwyjnpZrG4/tie8Vse0DHebbXnbk3NVExSEtgEQ0IIYtsFQ/zneecuy4o09cV6qrGM7ltdW8rklF8FKOIPtbPe+VKo4QL9st+DWisqdLPfLDI/Y2BltIFzl/AVQDm+hVyAbx+dmvkqRxLjdfwtUI36SYNju+wxfNoU+BXwZYJchSzIxK4IsKaiy5l2rBBm+HGzHIhQrY0HRTGzbEq5YgeBLgHDANj9CgBUIzlQ2bcK85hrUtWsBCALl6el8NHYspdnZAMQ0jec7buRT3PzUEYzgYi7maG4ui8aOBeD9CRM49/PP6bt+PXosRllmJm337ydYWcnRnBxm3HwzpTk5HGjdGkPTWDhuHFYtcQUZZPAtvsWjPFpj20VchMTJOTa3sa1O8RXg63ydNrSpdVt3upNOOhVU8NflfwXAj59MUv+D2cpWBjO4RlxBgnTSGcrQEzyD48eRZZaPHMnykSPRolHO/fxzLlywAO2//yW6ahW+Dz+ETp1O2XgEAoFAIBAImpv5hTNQFd0TFYN6pic6KvEiVCYQ9Ln3ccniI5DiGDUtwxNek/HESxl6lZfhqD4cJW5jkBWcQDaU7cLxZUJ8qr/nanVcV2ty9ED19wn3qyzJnlBZF2EjRE5aa+TQYeYXzvAyXlVF885NlWtGYKmK5mXAanGh07Rckbik8iBrZI2BUgZOIKfGsUt9DgGnnPz4sqE7Xj6sEj6KFD6KE2xddUDc/avJ1Dif8ugx7zMyk5zCgJsdS6oAnfy5ho0QsqKwoGimcMMKBIKzHiHACgRnItEoVv/+qLGqaUGFffrw1hVXEA0EUnbdwfve+2Usw4+fcYzz1pm6zmejR/PZ6NFVB9k2eixGzO/ewDo4zMqP8dv8ANkUMZRgSmaqNyyitQ73aZ7maq6ukZN6PJzDObSlLfvZn7I+gwwu47I6xVeATDL5Dt9hJSupoII00uhPf4IEWc96z+VaSikODt3oxlKW1minH/1II+2Ez+FkMHw+lpx3HrvPOYfbX3gB39at0LkzzoMPws9+dlrGJBAIBAKBQNBUzNsw3RUd467WROapLMWzXu1YXJSUiVoRwkaIgBb0BL2E+zVZ7KtNfHXbrOlelSsOsCXTzUCVouVItoSTlLFadawryCqSgqpo7lT7pH7keARW4jwUx0aRFM9BC5Cd1oqSyH5kScGn+YkYIVZrgFE1vsR51xx71XpTMrwcWFmSCWhBolYkPt6qMSlHt7O5RVty0lpTFj6C7ViEjRA7Ms+hMlZG/4oyrLgyYKmuaUINxWe1yQp2IJutmoTf0pCtCLZtockaUSsCQMwMpwizuhrw4guSP5/Uc5DJCuS6Bchsg4XFsxjXe2qtn5dA8FXFQcJp5iJcTtwoJSIImp/m/SQFAkHzoOs4V1yRsip/40amzppFRllZyvoBDEhZ3s72htuXZU98BfiIj5jDHNaznsUsZiYzaz0sRtWNZWt/a+4edjcd0jpQRhkzmMEmNjXcdx34JT93cRc96JGy/gZuqDd2IEE66YxhDJdyKWMZSy65+PFzIRd6++xmN4UU0oteXMqlZJMNgI5Of/qnCNcAZvzrVLK7c2e2de3qLUu//jXSr351SscgEAgEAoFA0NRM6nsrpmV4maimFcO0YlXFrRJT8uUqATIULatF2Kv7lcB2bCzHYojhti3FKkFS6B6Ogm1hB3JwdPeh+0YqvWny4/Nu8PrzhE85VSSt3peqaFhxcbhFsC0AFZFj3vaEiJmIRUguvlUbyev9WhCf6vfG4E73r8qgdbQ096X66FFWQln4CLIk41P8+BQ/FZESomaEz/06W4KtsVQJU3dfhu5gyw42JlLpHnqUl9FLSqef2rLGWAzbwHYssgK5pPky6WNI9Ld86Irf20eWFG9ZrpZp6UYVWCwomunl3woEglNLQUEBhYWFQnxtRoQAKxCciUgS6quvwltvwQ9+gHnZZQB02bmTS+bOTdl1EIMYwhB0dDS0OvNL62Ive/kYNze1XTzQ/whHsKmZeZVDDl3oAsDByEGe+fwZfjfxd1zR6wosLF7hFYopPt6z9Ugu1gXQilakc+I5qPvZz1u8lbJuFasAGM5w7uEeHuIhfs7PuZqr8SUl7NrYPMuz/JE/spGNJzyGE2HmDTfwwq238uGFrnisPPEELeNRFAKBQCAQCARnKpP63sqE/JsZ13sqhm3g91ywqSJsUHfjBzL8VTOykgs+1YUsKZiWgWHHsB2L9L5XA+DorkgJIFlRJCsKtonjy6CPpRLQgize/Jo3VX5c76mei9SNGqgp8qqy7r2CeiZBPZMudqK4lYFP8aPJGj7F77lHZVnBsI2UafzVx18Xhu26YRPFvkZ3n8La2AFIycmNX8d4+8ku4PLoMTbKafisDBTTwZYlDN19eceHDiNFy0n35yDLCj7VT0ALeoXGSioPArDZr1KsS14EQeLaJOfBJmIaEmT4cgjqmWT4c1hY9HKd5ykQfJVwkE/JC1wHbH5+Pk899dRpPuuzFyHACgRnKpIEl18Of/kL6ltvYccLMkV9qWW4fPi4giv4KT/lfu6np1fntXHsZKf3/k+T/gS4xbHkWn59KCjcyq38H/9HP/rh4HDHnDv426V/Y0qvKVhYvMqrbGFLo/u/4vXXueC++8gucWMCxjAGP647N5PMk4oEWMYyDAwGtR7Ew+MeBlJdvPVhYHCIQ1RSySu8wnKWn/A4jhdbVdnVpQufjBnDwVatkByHfs8/f8r6FwgEAoFAIGhuxvWeSiTuCoXEtHzZEyETEQWqrCW5Ruueug94GalAVeZofF/JNpGMSjBjSPHp91K4hFV2aY12Uo5PajfZjetGIrhj1lU/uupnk11eYxyJZZ8a8ETZxpBckAvwjrNtK2VsayN7sdPbUJgWQI/ny9qOharo6EkCal39yrZDzC/jGGVIRiVy6DA9j+6nv1N1D64qrpAMUBktozJaRsQIYVqxag7lqr8fksXX6ttM59TOMBMIBMIBeyoQAqxAcDawfTtyRQUAg9asod3evTV2UeJfx0uyw3Tqa1NrrKuNNNK4iqtoS1tMTMZOH0unePVVC4v/8b9aHbQ1xmyaDFy9muxt2/jW00+D49Ce9vyQH3I91/NNvlmrENxYynDjGn4w8ge8tcF1wnaicUWtfPhSMm3nMpejHD3hsZwoO7t0ASBrxw6IRE55/wKBQCAQCATNwaJNs4Eql6YsK8iy4gmuuuJvlOs1QcIZmogD8Ka6x92uJATB8CEwI2BGKNAdr2/bsdFknQVFVVFc4/NucF2wjk3MdLNRqwuj1SMKEiScrolX4lyTC5Alt9Pw+blZs8n9DfC3Z3BllCLbveeNGKFai4IlsndlWWGZHKJAghWOw454ZIIWc6+DKacKo/30NvR30kiLO5J9ij/FVZuIV0geY/KrOrKkEDZC+NXTU3NBIPiyYSOdkhcIB+ypQBThEgjOBrp0wcnMRIrnv975z38yZ8oU1g0ceNJN96EPF3Ihn/M5ZZQhIzOEIQ0eJyPTk54M2bSf7Mh2Pl/7V0bFt+nWMS5b8xrn7D/Crk6d2NmlCzs6dyYcDFY1YNvc/txz3qI/GqXn5s1s7tWLAAF60eukzy1MGIBV+1dRcLAABYXhDG/08ZOZzIu8SBll9KUvGWSwjGUUU8xIRjbJGBti+bnnMmj1ajTDwL72WnjnHZDFszWBQCAQCARnNmN6XcOSrXOAuAhrV4mwySQ7KZNFveoFuRLLmqxh2AYBLUjZ7s9qPMqXbMd7r8QLbqloqIqGabniZUKETWStJqb+m5ZBhj8bVdZT3Z7xbd5Y5NTCYT7Vj2kZ8eJgqaJr9eJi1d29VctGyvUIrXkJBXC0NPLDMdYmTZKLmhE0WfOE3+T2A1qQsBFClhQqIsdQCVapBnYIU3WQbRNC+5GArT53Y5ovk4gRIk1zxVjTMohaEUKxMnyK33Pfpp5bTRFWkzViVk2RWCAQNC8FBQVkZmae7mGc1QgBViA4G5BlpKNHYc4crOnTUf73P6584w3CaWls6Xl8kQPVUVEZwxjO53xChPDjR6Nut4FimgxYs4ZWhw9zVdkx+m+oa093Q7v9+xmx3J2+f6B1a7Z164bkOPTZuJGsagXF2u3bx+ZeTSdqVlIJwN+W/w2AoQwlk0zChDnCEdrTvl6HbWta8wN+QIwYaaSxjnW8y7sAbGMb3+f75JLbZOMtp5yjHKUTnZDiTyoPt27NyzfcwM3Tp+N77z1YuhRGj26yPgUCgUAgEAhOF6O7TwFcwVOWFLICqfdVdU1j91yz1URY7zjHImpZyOUHQPG50QN2JU5C3FXd6fSGnRoVUB4t8dyeCUdtVd8KYFAeL7AlSzK58foJieWK2DEggG1bOJYrBsuK4m2vPsbanLCJ9fW5ZMt2fwYtuqIcdYvv2sGWYB7GsGPIdcQNJAu7iYzdUKyMZQqMsPzY6W2QALNyOxagmA6E99M1DIri7u8YZWzOiUdDKBoBLUjUjLhFuoyq/Ndk4bc6uhogZrgC7CebX+PC/Kk19hEIvio4kowjNa+5JtH+ueeei6IoTJs2TcQQNBNCgBUIzhYUBa6+GuXKK7Fuuw1lxgwue/tt/v6972HqtQf5Hw8yMhlk1LtPy0OHuOq112i3f3+NbeEOHbBtG0mSkGQZuVcvfOedh3PkCJH33iOwbRttDh6kzcGDtba9duBAlo0YcdLnURdtacs4xrGOdbzGawCMZjQTmVjvcWr8C2rmx1q4N8QOrpMiIZoeLw4Oy1jGPObh4HAt15JPvrd9Z7duHO3dmxbFxTgff4wkBFiBQCAQCARnEePzbmDJ1jlEjBB+LVhDeK2O6yStW4T1jk8SUO1gS/dNaD+S6U6d9/nTCRshTMsgFHONAZWxMib3/3aDY55fOIOKyDGipjvjSlX0KherrKB4wqsrpppJ95F1ica1CZaJdariiqoJ0Tghvq5UDYju88RXty3b278+EvsvUyKcC2yRwvSOueuS4wgco8o00av0KE56GzYrBlGzKoLAsGNeTmwsvt6wY9i2hU8NeAXXbMfCr6VRTpUTWSAQND/CAdv8CAFWIDjbkGWU//f/CM+bR9aBA5y3ZAkfjx3b7N1mHz3Knf/8J75YjEh6Ov477oD0dGjZEm6/nUAdv8wlIABw6BC8/z7ceKO3rTIQYNG4cdhTp7Jixw5su+Hc2Mbi4JBPPp/zOQYGaaRRTjkLWODtk4goaCx96cvnfM4hDjGEIWSSSYwYf+fvRIgwjGGMZnSDGbrJGBi8yZusZ723bic7UwRYgH0jR9KiuBj7l79EGTkSxo07rrELBAKBQCAQfJkxLQNV0RoUX+tDlhRMp2p6u+PLQC7bW5X/ChBsC+X7ABigt2GZsY0xva457r4m5N8MuEKsLLuu04RjVlf8yDIp0/JVOZEDW5UhW18cQV2FxgDkY7s8QdmyjnrnrkiKWxhMrnLQVm8nuc9EobOwEaLILkNVNDZkZtO37BiyrxV29JDbhwqW6hoN9EgU6djOqiAuXxarNQtwox+UpP4Sn6VfC9aZd7uweBbjegsXrOCriYOM08ylmxLtCwds83NSn+Rjjz2GJEncc8893rq77rqL7t27EwgEaNWqFV//+tcpKiqqt52HHnqIvLw8gsEgOTk5XHTRRSxbtixln02bNvH1r3+dli1bkpmZyfnnn8/ChQtT9nnrrbfo1asXvXv35n//+5+3fseOHUiSROvWrSkvL085ZtCgQTz00EMndgEEgi8rgQCBv/4VgPMWLyajtPbqrU1Jn40b8cVimN2749+0Cf78Z/jtb+Gee6AxT9JatYIbbsD+xjcAWDNgAH/4yU8oGDkSoxmexC1nOUtYQowYDg7b2MbnfE4PelQNiVbH1aYfP9/iW9zP/VzKpfjxY2BQRhkxYixhCU/wRIqY2hAFFNTYvw1tauy35etfZ0O/fii2TXTyZCgsPK6xCwQCgUDc2woEX2bG9LqGqBmhPHqsUfvLkuxNea8uMqqKjiwrbFbiYqysIJcfQIpVuv8iuy+j0hNST5QJ+TejyTq6GsCnpcX712rNRK0au1KnwJoQaJMFy0jcpZtwnK4PpiHFKpFilZzrBMnwZZPhy64Rc1C93brGkuHL9hyzqqKxKs3H1oCP7dnn4FRrMuaXsNSqF8DgyiiDK6Nk+LKxHAvLsTDsWEoBstrOWVf9tcYlCASCpqegoIDCwkIhvjYjJyzAFhQU8OyzzzJgwICU9UOHDuWFF15g48aNzJs3D8dxmDhxIpZV95PKXr168fe//51169axePFiunTpwsSJEzl06JC3z2WXXYZpmnz44YesWLGCgQMHctlll7E/PtU5Go0ybdo0nn76af7+97/z3e9+l1isWmZPeTlPPPHEiZ6yQHBmcc01RIcPRzNNxi9wXZ02NlvZyiIWUUxxk3Znx6dR4TjQosVJtxf1+Zq1mFT1uACATnRiAhMYwhA60Yn+9D/udmVkL5IAIEiQbLJT9vkv/2UucymjjIbIIYc88gAIEGAKUxjM4Fo6lnnzyivZ1bEjvnCY8IUXQi1REAKBQCCoHXFvKxB8+anNCVlbIaf60FW/Jzb2tDTszPZV2a+ykvpqQiJGyHufLDTW53ity6WanP9q2jFPHE0u1FWgRNiSUWViyKuMMMhQGGTppOmZnus08TKtWI2iZXKSYxZcF3KiuNaR0D4Ole+hQIJNaS3RlTboShv8kdSxWpZ7v2uobmSBJmsM9Z9T4xqYdgzTrnl/LssKC4tn1XFVBYKzGxv5lLzAdcDm5+fz1FNPneazPns5IXWjoqKCG264gX/+85/k5OSkbPv2t7/NmDFj6NKlC0OGDOG3v/0tu3fvZseOHXW2d/3113PRRRfRrVs3+vbtyx//+EfKyspYu3YtAIcPH2bz5s3cf//9DBgwgJ49e/LYY49RWVnJ+vWuMywajaIoCoMGDWLw4MGoqko0Gk3p5/vf/z5//OMfOVhHxqRA0KTs3Ut05EjsKVPcwkinGknCF//lOXDtWo6UreVv/I3/8B8+5ENe5mUKKGiy7tb1708oLQ112zack/hjULr8cgCGFxRw8bvvIptmA0ecGOdxHuMZTz/60Y52XM3V9KMfPnxcwRXczu0NZt42lq/zdRSqbjI1NJaznKd4ik/5lAiROo/tQx+u5mq+w3e4j/sYxKA6s2QtTWPW1KkcadGCwIEDRCZOhIqKJjkHgUAgOJsR97YCwZmDIimYtkHECLnOTztGZaycypjrBpdPQDiVTFf4k8LHqq2Psnz73JMec9QMEzXDlIWP1NiWECJNO5YiiCZeXsarrHuv2pAlGZ/ix6f4KY+WeOu3BIPkhUK1HmPbFjEz4mWymlZNATSxXyIuICGSypLiOYnLoyWsccpZ45SzMaumESOqu8f2KTnE4Aq3CG5AC3oRB6FYGWEj5I2nKr/XlSsUSWHRptm1jk0gEDQNwgHb/JyQADtt2jQmT57MRRddVO9+oVCIF154ga5du9KxY8dGtR2LxfjHP/5BVlYWAwcOBCA3N5fevXszY8YMQqEQpmny7LPP0rp1a4YOHQpAZmYmt912G+3ataN9+/Z897vfJSMjVTz55je/SY8ePfjNb35zAmctEBwf9q9+hW/ZMuQ334RRo7B/+1vXHXoqGTaMUHY2ANvKP6UE92Ysv6WbH/oO77CCFV6xqNpwcFjJSt7gDdawps79KoNB1sR/ZsNvvnnCQ5ZuugnnF78AYMSyZdz8wgvkrl/f5NdORuZrfI1v8A3u4i760x8Tk0/5lLnMZT3ra3XJnghd6cqd3Mm1XMtP+SktcTO5okSZz3z+wl9YwhLv86mOhkZb2qLR8BSscDDIzBtuoDIQwL9uHeEBA2DmTHj6afj3v6GOG3CBQCD4KiPubQWCxvHfFX/kvyv+yJurT59DyrBjmFYMw3admKO7T/EyWhMibDLJMQTVp7mvs4+xzj5W4xjHNnBsAzuQQ5588lFYiRiDzEDuSbVTWyZsgmThOZETeyS0j4gRYktmDo4/AzvYEjuQQ49jh+hx7BADnTQMO4ZVR9Ev92V7rwQBLYgvHg+gyXqNXN7i9JYomvswKxFDYKkSkTQwdAe7Yht9QiX0i1ica/mT+nT7iCUV75IlBV31o6t+IcIKvnIkMmCb+wXCAXsqOO4iXLNmzWLlypUUFNTtnHv66af5v//7P0KhEL1792b+/PnoDVRh/9///sfUqVOprKykXbt2zJ8/n5YtXZFCkiQ++OADpkyZQkZGBrIs07p1a957770Ul8KDDz7IPffcgyzLNW5QE+089thjXH755dx777107979eE9fIGgclkXs5ZfxA6WZmWSVlSH/6ldY69ejPPssLF2KVFFBq/Xr4bzz4OhR2LQJSkpA12HyZLeA1cniOASPHQPgisIY73SAxy96nO8N/x4tH2tJpV3J27zNXOZyK7fSkZp/TH7ERyxiEQ4Oa1hDgAC9qmL1PfyVlQxdscJ9Hwye+JglCem3v4Xhw4lOnUrH3bvp+Mtf0ic3lxVDh/L5sGEYDfw+OVFMTOYzH3AzYjPIYDzj6U73k3bDtot/AXShC/vY520LE+Z93mchC7mESxjM4Dpdro2hJDeXmTfeyNSXXyZj+/aUwmbOrbdi6jrOkCHoTz4Jo0ef+EkJBALBWYC4txUIGsf8whlkBVpSET1Guj+bBUUzGZ93w2kZiywr+GSlzoJcpm2gyolp+VXCoe1YhI1QigjbT22Jo1tIpuswd1QfxNxsWClajuNrmhlRE/Jv5r1104GcWrfLkpLiQE0ulJUYe/K/iWNsx6pxHZILXYViZfi1IKvMo2DCYK2qxoFkVIKSEFtdobM6yS7c2iICwBVkDdvAdiyiVsSNQJDgXDmI7HdFZ6niAABRPYZiusaKikCI9HCQEXaQLRmZVEQSZoSan2tClF20aTZWXBzWZP2ECqQJBIKaFBQUkNkMtVcEVRyXALt7925++MMfMn/+fPz+mr+cE9xwww1MmDCBffv28cQTT3Dttdfy6aef1nvMuHHjWL16NYcPH+af//wn1157LcuWLaN169Y4jsO0adNo3bo1n3zyCYFAgH/9619cfvnlFBQU0K5dO6+drKyses9h0qRJnH/++fzqV7/ipZdeOp7TxzAM75VYFtTOV/4aGQZq/NzfuuoqWhw5wsXvvIPyyivwyiuA+8M3GqCWQhmRnj1RVq4En++khiE/9ZQ38b1ThfuH4voD61FReWHKC1z3+nUAWFg8x3P0oAfjpHF0lKqE2HX2Ohyq3Kdb2UqenFezM1XFF8+ms3Ud62Q/+0suQV69mtijjyLPmkXukSNMfP99hq5YwfKRI1kzaBDGSV6f6qxwVpB0qpRTzhzm0IEO3CXf1WT9XORchO7oHOAAmWSymc2UUIKBwVu8RUyKMVpqvDAqx7Ny5aTM3P0dO/Ls977HxHffpduWLZS0aEFmWRlZpaVosRgsXYr9ta9hP/wwzj33gHZ2Fzj4yv9OagRNcY3E9RWcaYh7W3Fv21jENQLJUdAVP75AkJjlimEfbJjJBb2uZcmWObi6oI5hGHy86dWUYy/odW3TjcNWsK2qTNXEZzKq6xSWbJlDeegYAT0d23JqyYeV8clpVMbKuaDXtXy86VVWKxYDbAUSd802oKaDbWLrmeA03ec+pvu1zN82n9LQETTNvTdP0zOw4zO9UnRUB2ySxVa51rzb2kVoGce2UCQFy7bo2/ZrLNkyBwBD15CJ30PbIMVFXFXxYVu1zzgznVThNbVPGRuQHQVFcu8nE2LpClmByCEGaC2R4kM3LXBsiAQUsKBUrcAftulyNMqWTFecjkaOuu1Eo6QF0l1BXXLHbDs2sqSBBJZl8PHG2YTNqhlep+uhwKlG/E5qmJO9Rl+Ga+tIMk49xfOaqg9wHbCKojBt2jQRQ9BMSI7T+Hm9c+bM4corr0RRqp6oWZaFJEnIsuxlVSUTi8XIycnhX//6F9/85jcbPbCePXty++2387Of/YwFCxYwceJESkpKUhT5nj17cscdd3D//ffX29aOHTvo2rUrq1atYtCgQSxfvpxRo0bx+eefc9tttzFlypR6q8WWlZWRlZXFSy+9RFpaWqPPQfDVZtjjj9NhyRI2X3klhbfcQst16zj3979Hj2dyRjMyMNPSCB5wnwYf69oVMxCgZbx6/cZvfpNN1113wv1n7tjB1+6/HzUSoSSocvm3Mvk0+ygjs0Zyf1f3ZyZmx9gd2c3cw3NZeHQhNu6d0eCMwdzU7ia6pXVjybElPLnjSS+m4M4Od3JZq8tq7bPVqlWM/vWvASj48Y/Ze/75Jzz+ZNRwmA6LFtFn5kx8ZW6Q/5G8PBY/+ihIJ+4Urc7uyG7uKbqn1kiGF/u9SLraBK7kWnjtwGv8Z99/vOUb2t7AxS0vJkNtGsdFMvqxY/jKy+n1yiucs3ixt76ifXt2jRvHzokTiTXwx75AUBeVlZVcf/31lJaWiifogjMCcW8r7m0FAoFAIKiN03lfm/h/+sNty0nPaJ6/QRNUlFdwYbfh4v79FHBcDtjx48ezbt26lHW33XYbeXl5/PSnP61xgwrgOA6O49QoGtAQtm17x1RWukHdcrWK6LIsY9vHV/USYPjw4Vx11VUN3txWZ+LEiWRmZmIYBvPnz2fChAloZ7lr7EQR1wjkJUtgyRLSly6lOC+PtYEAq+64gyveeAN/JMLzd99Nn4EDOfbOO4R9Pg61aQNA33XruGr2bHrOnk2PX/wCetWc7l8re/YgffwxfPQRxvz5BPbuBWB1Gxh6l4ktH0VB4aFLH+LCrhemHPp9vs/Wkq08uvhRXlz3IqvKV7GhfAN3SXfRSmrFNGkaBzhAW9qSuy+XtfvW1j4GRSE3L4/eRUUM/PvfGfTLX8JJ/mGX+F7q9cQTyN/9Ltall6Ls2UNuURHjbrmFTb17s/Cii4gEAifVT4J7pHvYxjbedN70BGkJifUb1pMmNc8fqV2drnShCwc5SB/6sGj/Imbun8l90n1kS9kNHi/LMv369WP9+vWN/p346YQJDG7RgrELFpAeCpG+dy/5M2eSP3Mm1iOPYF98MfTvf5Jn9uVB/E5qmKa4RmXxByQCwZmCuLcV97aNRVwjl082vwZQY6q6bVvIqBwphtzeYFNVRDXhlj1ZF+ySLXMwkgpAJabrj8ur/0HIki1zkBI5sPGcVMsyvNxTv+be3+VpuShHtmHLDnb8R1O2YZVPJ2ZFmsRZWdf3UcKdKtXidKteVCzhPj2eYmOWZXjXDmCo3ga54iBrAj6vnURWbm0u2+Tt1fepbTy2bWHGIwmSYxTS9AxkSaaHFGSLE6J7xSEU2Y0uc8wQhiZhqRJy2GbprixGdCklYLpmi3UZGfQPVbIm4PP6s6xUh6Jh13TqNvT9caYific1zMleoy/Dfa2DhH0S0XSN7QOEA/ZUcFwCbEZGBv369UtZFwwGyc3NpV+/fmzbto1XXnmFiRMn0qpVK/bs2cNjjz1GIBDg0ksv9Y7Jy8vj0Ucf5corryQUCvHII49wxRVX0K5dOw4fPsxTTz3FF198wTXXuHkuo0aNIicnh1tuuYUHHniAQCDAP//5T7Zv387kyZNP6MQfeeQR+vbti6o2/hJompbyg1t9WVCTr/Q1uvRSePxx2u3bx7S//IX5EyawZtAgXrj9diD+R5cksatTJ/ePrfgfXOvy8xnQvTs9tm7F+O530T7+uH6XZyyG/e1vI//7394qFbAkKOgAd14OtgwPjHmAmwbeRI8WPWptJq91Hv++6t88MPYBbnjtBpbtXcbfnL8xxBnCKEbRhz5A3TdlAIppcs6uXe5+mZn4ZbnJprZrmobWvz9s3Ej06qtRFiwgs6yMYQUFtDpwgOm33dYkbtgMMhjIQPrQh8Us5ihHGcIQ/I6/3nM/GWRkbuZmJCQWsYgVuFm6TztP8x3nO2ST3ah2bNs+rj/cVwwZwsqBA8moqKDL9u1cOWcOAMovfoHyi19gP/ggcj0OqjORr/TvpEZyMtdIXFvBmYa4txX3tsfLV/0aSYqbL2pjoCoaZlwAUzUtPn1dQlYkVEXHtGLYjo0u61iOxeJtrzGu99RG9/Xu+ueQJYWAFkSWZCQFdEXHsGNcmNf4di7o4/7czS+cATYEfZmEzbA7bkUH2SZNz2QXUbpntEQOH8KWXfEVGfw+P0Yk0qSfe/Xvowv6XMOCopkA+JQqcbtWkdW73bUaLcIajoUiK15+rCrZkNESv2JSHnVzVzXZjURQlZrnmVy8zHYsZJL7VWoUB5MVBdkGw4sdiJHhzyFslBPQgmyTK8Fx2N3iHHqUuf1vaXkO3Y/uQXJ0Iqr7sEqVwfG7E3Z7KhWosszQaBQbk8/9OsigyVo8lkBGIfXBQNSKsGjrq15W7tkYT/BV/53UGE70Gn3VrqvIgG1+mjRMwu/388knn3DppZfSo0cPrrvuOjIyMliyZAmtW7f29isuLqa0tBQARVEoKiri6quvplevXlx++eUcOXKETz75hL59+wLQsmVL3nvvPSoqKrjwwgsZNmwYixcv5s033/SqyR4vvXr14vbbbycSiTS8s0BwIlxwAXzwAeGuXQlWVjLlzTcZ/8EHDR8nSbwzeTKGqqJ98gn2mDE4f/qTJ9ACbiX73/8e++qrMfv29cTXL9q3Z+7ofCZfDy1+CqPuhGiPHpT/rJxfj/t1neJrMt1bdOf1qa97bs+VrOQpnmI72xt12r64u8f/xhtQS8GQkyY9Hd+8eajl5fDGGwB03rWLVocOAVBBBZ/wCVvYclLd6OhcyIV8g2/QjW4N7l9BBR/wAe/yLoUUUknlcfUnIyMhMZSh3roIEeYxz1u2sDxX7olQRhlLWUoppd46R1Eoy8pi7aBBvHDbbRxsVVWYwf7tbyHupBYIBIKvIuLeViBIZVzvqYzpdQ1hI+SJr1B7Dqmq6KiKluKcbGwV+wVFM8nwZQOuqzHxENywYyclogV9mUTNqp8RTa7KLPUKYAXbuuJrHL8WZFLfW0+4z8YyPu8GxufdgO3YrqDYgLiqKjqqrKc4TGvDtAxXNI8X60p8VhsVk9Lw4ToLmQEp+9vxwldArcXBaiO5GFh5vMBWKFZGZawc045RGStjrV9hfcAVfzfntMMJ5KDobWq0JdsQ1S3PXT0sEmOwGWOQoaAqGlErQtSKYNhV35c+xY9P8aPJWoPXSSAQCJqb43LA1sZHH33kvW/fvj1z585t8Jjk2Fm/38/rr7/e4DHDhg1j3rx5De5XG126dKG2qNtnn32WZ5999oTaFAgaxfjxBIqK4PHH4Ve/YvSSJSwZPZpwMFjvYcdatGD+xIlcOncu8uLFsHgx9qpVyH/5C+zdS/jyywls346M+xQlpmm8eu21bO7ZnVd5laJ4Oz8e9WPuHXUv6frx5ca0z2jPwjsW8uelf+bl9S8D8G/+zVVcxQAG1Hmcparsbd+eTrt3Q2EhjG58IanjJhCAyZMxAgG0cJhvvvQSL111CU92+h/llAMwiUmMYlTzjSHOHvbwIi8Swb2hX8YyJCSu4zryqKVgWT2kk87t3M50pmPHvxwc5jKXz/kcHz5GMYrRjEaj8U9li6QiXnNew8BgEYu4m7tJJ/X7YlfnzjwTn25y23PP0Wn3bpy//hXpsceO6xwEAoHgTEbc2woEDTOp760s2jQ7LrC6cQCuUOf+eZksysmygi8uJtq2xcLiWSiSklK9fn7hDAB8qhsppck6sqwQ1N2H+dEmiACYkH8zAG+veQa/VnUvbtsWtmS5QnFinEk2pR5SOmW7PyOzY/PfU9ZG2Ah57lRZkpFlpYaYmHB4JqguqlrxKAA5HquyTqqkv+EDtRVLzUPIkoLlWPiSoiWiZgRN1jBsA8M2UrZB/cJrMoqkoKgBomYY27G8c0kWwgNakIq4QOvobQADiKASRLVdwdUgXlBJl9BibkyEZAMK9LQr+CLYHoBuBFgb2Zsyc81y3IJkizbNTvm+Ewi+7DjIOE3rm6y1DxARBKeC5v0kBQIB6Dr88peE8/KQHYc+RUUNHwMUDB/OM9/5Dp+NGoUtScj/+Q+0aAH9+hHYvp3y9HTmT5jAG1deyZ/vuYc1PdvxAi9QFJdfn770af4w8Q+0z2h/QsMe3mE4L139EoV3FzK+63gAlrK03mOyjx6l9cGDVefd3Gga2rvvEs7OJufYMb77/Mv87p1y0uOxfJ/zefOPAVjMYk98PSfzHAAcHJaz/ITa60QnfskvuZVb+TpfZw97KKAAB4cIERaykJnMPK42i5wi78a1Me7cguHDAYj+9a9QXn78JyEQCAQCgeCsJiFk2U7tU+GTRcBkJ2XCdZpwwy7e/Bqy7EYNgDsFPjENPiH+NSWXD/wuE/Jv9sasqwFkSaGXkoXjy0AuP+A5YLdmtWOLU0FBaFuTjqE+Eg7jsBEiFC3Dti3G9LomLmDWPRMqWZSt/nkokuJdd0VSsG2L5fZR0AJuDANVnwvEPy/H4vyeVzOu91TG9Z5K1Ix4n2N1N23dY6qSG9xYCjeLNpHV6sZUWJRHSggbIaJWhCK7jOL4vWqhX2N9MA3Hl0kgFkC309BNHUkNoshBFNMhrFWgmA4dK7+gY+UXgPuZJovsCaxGisYCwVeRgoICCgsLhfjajJy0A1YgEDSOwM03w89/Tv6GDawcOrThA4CDbdvyftu2bOvWjfEffEDbAwcA2NK9O29ceSWV6VUOxlV8wm52A/DQBQ/x3XO/2yTj7tOqD//vsv9Hz7/1ZC97KaGEHHJq3XfcwoX4o1Gs3FyUa07R0+ULLiCwbRv2ffchT5/O9wrgimL44RUBAj0mNnv3m9nsid4Ae8r2AG6kwFjGnnC7MjJd6ALAIQ7Vu6/pmGys2Mgx5xgHcQXwrnRFScrnOp/zWctabGyyySZI7S7s3hs38vU33yQQn8LqD4chMxM+/hjGjDnh8xEIBAKBQHD2ETZC+BS/68qMi36GGUVSUsW3hGszuShTzIx4ImxQr8odTIh70XjxrubM7TRsAyNmENCCbHEq6BkxcbABCdmuEjVPdXZoIvJgfuEMZFlhQdFMzx2cTHIsQHUSwqoaz0gFUB3dFTrjGbifx/Z7LtfaSOTSVuW/uu0kZ8DativAJ/5NXucuxAVhyy3elhB6o1bEOy6BLCmEYmW4pxRw+3NgayAIAR/doyaOloZc4f5NZLfojlLpxqRJNjgyyIc3QXYr+hgSkO4KzbjCs2nFmLdh+imJlBAImgJHknBqKc7X1H2AcMCeCoQAKxCcKq65Bn7+c7pv20Z6eTmVWVmNPnRLz55s6dmT3EOHCITD7DnnHKhWObkPfVjAAgCeXPwk3x/xfVoEWjTJ0AsPFQLu9PgM6s51Lc3OBsDq2BElUPMmsdnIyUF+4QW44QZCN91Ip/0HeOPFMC9dL7G5V/N23ZGO5JHHVraioJBBBq1pzXmcR3tOzH1cWx/96U8RRbSlLSMY4RVFc3CY6cxk65atKcecy7lcyqVI8UoNLWnJt/k2pZTSgx7e+ur03bDBE19TuOACWLUKBg1qknMSCAQCgUBw5uMJc7YFcVFOUTQMJ4IsyalCHKkuTb3alHaomtae7PScXzjDiw9ojrErkuKNZWvAR49QVQRBj/IyPrGPMKhjk3ffKCbk38y7658DQNN1L/IhpSBWXFhMkBC7k2MJZEnGTBJZE59JIqM1IYomi6EBLegJ7G5fttdWdedrbU7Y2tYpUpVQjxUv/BW/1omIguTvkZgZQUpKW9mo6GCXkZfZHhKOaqUlhnUYADXmYKkSvSsOYwOyr6q2geVYqIqOIiks2TqHULSsWb6vBIIzFVGEq/kRAqxAcKro0YNwXh6BoiJ+9OST/OW++467iSNJBZISLGc5i1mcIow6OOhK00UA/O6j3wHQjW6o9fzaKMzP52uffIK15eQKYJ0wF11EcMtW7NtvR371VUZ+9hmbezWvAuvHz1QaX4n3RJCRuZqr69yeyLxNpoACtrOdS7iE7nQHoG38qz7mTZpE1+3bSQ+Fam4cPBhTVWHkSNQHHoCLLgKpdiFXIBAIBALB2c+43lNZvPk1gJQM2Op5odWpLrQlqFpnoMl6g9PuTwZN1tDjrlLTMjwR1pGr7m2kaDk5Wa1rPf5UcUm/O4DUAmYpea9OLQ7U+HY1LqyatoHtWNUKkOkpLmX3ONvLmQVXhE0IqYl9k12u1UmMofp4EscnLyeE3QQBLUjUimA7FhJV53FR7xtYvn1u1blKCkVmiTee3oCa3gNsCylajh2tmjkmh0sYicSKgIZhx7ysW8u0PIewQPBlxkbCrsM405R9gHDAngpEBqxAcArxP/yw977rtpPPklrKUuYylzLK+AI386hvTl+W37X8uAtv1cey/cuAqvD7ujDjwf7S6RTlgkHkBx8EoOPu3SimefrGcgqQkLheup7+6f1rbDvMYf7Df9jBjka3F8rI4F933snBVq1Y168fv//pT3n9qqu87appoi5eDBMnEj7vPDh2rAnOQiAQCAQCwZmK54ysJQc2dT/Le6my7rk0k92c4OaCWo6F5VjYjt0s08UTU+tj8an4qqLR3XDobjjISWYDU61Z7O50ETXDhKJlQOq1TFDb9Tdtg1g8ysG0DM/xmhAiDdvAdmzvVV2QTbSb/EqgKnq9ImZ153P1fau3KcsKPsWPT/EnOXN1FhTNpDxaQsQIETMjhGJl2I7lndtGzaHIjBfw8mWgmhKK6X5upmziJI0jOQvXtGLML5zB/MIZLCye5RWCEwi+qogM2OZHCLACwSlEmjKFaDx6YNSnn6LUNtW7kSxlKe/xHgBT+07lDxP+wGvXvsaqaavo06pPk4wXIJL0pDydphN1m5XSUgA000SPRk/zYJqfFlILHu7xMA9JD3E5l6ds8+E77s+tNCeHZ6ZN4/VvfINIIMC6/v2Ze+mlvD9xIi/cdhtLR4zAVBQCn32GedNNUEslboFAIBAIBILqLldV1lFlPUVArJom706ZN2zDK/zUXFmdEaNqpk+emkMPKd0tvlV+AJvUh/d9pbrjt041PjWQEjdQH8nirGnF4vEFMoqkeEKkJmspomtCTG+4uFaqEJsi0iaJ6vUdV2O8Se5ZRdHqPaY8UkJ5pIRQtCwuzIYptErYJsfY3LIDJMWwWUQZGA2T4cvxCnNpsoZPDRD0ZZKT1poMXzZQJcwLBF8WHGQcqZlfcVnw3HPPJT8/n6eeeqrJxv/II48wevRo0tLSyI7HFVZn165dTJ48mbS0NFq3bs1PfvITzAZMVF26dEGSpJTXY4895m3fsWNHje2SJLF0af1FxZsbEUEgEJxKVBXfe+8RHTeOVocOMeK3v2X11Vcf9zTuTWzyxNefn/9zfnvhb5vNdepX/dw97G6e/vxpdrKzUcecVgdsZSWxSy9FBzb17Ek4WHuxqbMRWZIZ6gzFwSFIkN3sZgQjyCI1b3gjG9nFLvrSl3M4p+GGJYmC4cO9xV2dO7N2wADueO451P/9D2PoUJQ770S+++6mPiWBQCAQCARfcsb0uoYFRTPR8AMqtm2hqlVux7qiBhLTyasXkRrXu3mjnQAm9/828zZMJ6hnIJlRpPAxHC0Nyah0x2eDpAZBUvgyPGZOdmfajl1V2KoOkq+5LCnI8VlqyEBSooPnPq2lqNaJUL3f6uu8PuooHFYdRdHQ4mJsSjaspGDYMWzbwrBjKUXcALBiqKaELTtenm+ChBO3egxGTlprbMdm0abZjOl1iooJCwRfIpojAzYWi3HNNdcwatQonnvuuRrbLcti8uTJtG3bliVLlrBv3z5uvvlmNE3jd7/7Xb1t/+Y3v+Fb3/qWt5yRUfNh2QcffEDfvn295dzc3JM4m5NHOGAFglPNyJH4PvqImM9Hq/XryS8sPO4mFrLQe3/TwJuaXfC8YYBb+fUgB7Fo3A3TaSWeX7pi2LDTPJDTwzCG0Yc+TGRiDfHVwOA93uMzPuNf/ItFLDqhPvZ16MD7kyZhSxLaqlXI06bB3LlNMXyBQCAQCARnGOPzbvCmuqtJ7sXqVHe9JkSwRCGp0d2nnIrhAhDUMxioun+MO0YZjlGGjekKr8G2OL4MnED2KRtPY0iOZrBtKymfNcmRGo93SKxXZS1lucbU/2pREI0RX2vEH0hKjViJ+pywKW0lzqERgnJCsE8UI0usC8XKiJkRysJH3DbT2+AEspF8OchxwTk/apEftTCtmOsIlnUvI7eqHxld9bN029sikkDwpcBGPiUvaB4H7K9//Wvuvfde+vevGZcH8P7771NYWMiLL77IoEGDuOSSS3j44Yd56qmniMXqd/tnZGTQtm1b7xWsxXiVm5ubso+m1f3/06lACLACwelgxAjk0aMByD569LgPDxDw3vd5qg/ztsxrsqElMCyD97a8x/3z7+eC5y8AoD3tUaj75siTgU/nlPS0NLT4k7AhK1acvnF8SbGwUop2fciHzOPEvn+WjxjB37//fbZ26wZA7Oqr4ZlnmmScAoFAIBAIziwu6HVtresTYl3MjNSIHAAw7RgxM0zUirCgaCbzNkxv9rEu2jS7SvAr21X3jo10ajY3E/JvBmoKn5AquKqynrS+Kl5AluRaxMbGCaT10Vgna339Vs+WdbdXLw5mxXNfqwQZn+on6Kty6xl2DMOOURkrY5NTgSOrWEYJtgxOvLktwSCGbWDYdde1SBasBYKvEgsWLGDp0qXcdNNNlJWVET0FUX6fffYZ/fv3p02bNt66SZMmUVZWxoYNG+o99rHHHiM3N5fBgwfzhz/8odbYgiuuuILWrVtz/vnn89ZbbzX5+I8XIcAKBKcB44EHUBe6LlZfA092qmNhcTEXM5jB3rpjkWNNOTwAbpx9I5fMvITfL/k9Jiatac03+Ea9x2SXuAH4dlpak4/neJB++EMAem/aRIvDh0/rWL5s+PFzMRenCOmf8RkFFJxQeyUtWvDqddexq2NH9EgE7r4bli1rquEKBAKBQCA4w0jkiLrv405XO1Fgy/AEwxMR706WBUUzWbrtbQB0xY90bCeS7RoHJNmHbEs4gWwcLQ1HSwNJ+dKIsBCPB0hyqlYXLr39ksac/HnUtm+K+7W6G/Y4RNraCoO5bcgpr9r6qYvaioJVx6f6CcSzXWVJIRQtI2ZFcHwZXjEuANMqoefR/QyP2N7+9fWb4c9hQdFM4YQVnFYcSTolL4COHTuSlZXlvR599NFmP7/9+/eniK+At7x///46j/vBD37ArFmzWLhwIXfddRe/+93v+L//+z9ve3p6Ok8++SSzZ8/mnXfe4fzzz2fKlCmnXYQVGbACwalm2za0hx8GwNJ1Nvfq1ehDK6jgJV5iL3u9dbl6Lpf1uqxJh2jZFrOLZ3vL3ejGDdxQr/sVYPSSJQD4r7qqScdz3PTqRWziRPT332fEsmW8O3lyymYtFuOSuXNpu38/G/Pz+eRrXzvuHN4zhShRQoTIIQcp7lEeznDyyGMRi/iczwHYzGbO5dwT6iPm8zH91lv57jPP0OrwYVi5EkaMaLJzEAgEAoFA8OVmfuGMuE6ZFRdbqwRW03LdhlYtQqbtWJiWgSzJ+BQ/YSPUbIW3lmydQ0AL0lfKwPHlIBmVOLJ7byTJPnc82R1x5Ko/kbBvDu0AAJAASURBVDcr7tiHNMuIjo8J+Tczv3AGtmOhpAioMmaSozNmhlEVPUV4Nas5PpPzT+sSwo9HeK0LV2i3kSW5qsBXUvZvQoRNdkXLkgKSA9RfhKc6mqx732NRM0KRXEa+no4CmISQbDBlEznYAdM6hq66MwplWfEeENQqVp9gHq5AcKaxe/fulAxYn89X6373338/v//97+tta+PGjeTl5TXp+JK57777vPcDBgxA13XuuusuHn30UXw+Hy1btkzZ59xzz2Xv3r384Q9/4Iorrmi2cTWEEGAFglOM889/IgHlGRl8+pe/sHvPHrBr/mdfncMc5kVe5BjHAJCQmNRlEk9f8TRBvWkLTe0u240TLznwI35EBg1Xf+28Ywdddu7EVBTUn/2sScdzIuj/93/w/vsMWr2ahRdeSCRQFdtw+Vtv0X/9egDa7d+PFovx8dixWOrZ8yvRxOQTPuFTPsWHjxxyGMtYetADABvbE18BWtLypPpzFIVt3bvT6vBhnO3bOTvlbIFAIBAIBHWRKG7kODamVTXDy4q7IpMFv2RxNlFMCaqm2jcn8rHd7jhk915XtiUcGezMDkh2legnRcvpZUZJz5/S7GM6HmRJwXIsZFtGlhViVoRQtMzdJiv4FD+mFfMExtqOP1H3caJAV0OFuqoXWEuODkhst20Lm5rtyJKMrMiAia76MZ1ogyKvi+F932myRswMsykjk17lZagxB0utujsdqGRTLBneOSWLw9UfHCT+FQhOB8kZrc3ZB8D48eNRFIVp06Yxbdq0Ovf/0Y9+xK233lpvm93iEXUN0bZtW5YvX56y7sCBA962xjJixAhM02THjh307t27zn3mz5/f6Dabg7NHbRAIzgQMg8gzzxAA3ps8Gb1FC9izp8HDdrGLl3mZMGE6BDrw7i3v0jm7M5m+pq1S6DgOL617ibvevAuAFrQgSOPE3Qs++ggA+Vvfgo4dm3RcJ8SFFxLu2ZPA5s0MWbmSJeedhx6Nct7ixfRfvx5bkpDOOw9p8WK+tngxwz7/nIUXXkjB8OFN0r2DwyIWsYENZJHFBVzAOZzTJG03hvd4zxNYTUxChHiRF7mFW+hKV9JJJ5NMyijzxnuyHMvOdtsSAqxAIBAIBF8Zqk/RthwLyanpeLUdC5/ir3H8+LwbmnV8gBc7MCCKW1zLKPO2OaqOndnBfS+rrjNWS0Myo1+q+IEEVeKmjW3ZKUXPxufdwIKimWiyniJ6VyfZgZq8LtF+XaS4RW2rxjZvjLZVZ9hh8nE1s18T51XliNUVvyeClkdLvPNcWDwLRVLQ1ZqCctSKkOHLoacpI5lR7y5XDrQF22KVXRovuBUgZobR1UDcjZ0qFMuSgioMsIKvCAUFBSkO2Lpo1aoVrVq1apI+R40axSOPPMLBgwdp3bo1APPnzyczM5P8/PxGt7N69WpkWfbaqGufdu3anfSYTwYhwAoEp5L9+wmUlgKwr107OjfikEIKeZ3XMTEZ2HIg79/6Pq2Ddf9iOVEOVBzgltdvYd52tyBTW9pyDdcgN+KJm2KadN2xAwD5jjuafGwnhCQRuP9+uOMOvrZoEappMmLpUtLCYXfzL3+J9NBD8OSTRP/wBwKHDnHp3Ll037KF/W3bYikKO7p2ZXenTifU/Va2shA35/cgB9nCFm7ndjpyasTpNKpyeH8z9jc88NEDACxhCV3piorKcIbzAR8AEOP4sohrIyHARouLqd1zIRAIBAKB4GwluciTEXc8Vhf4DNvwRDfbthjT65pmH1f5pnfpZ8TANrGIF5WJ394q1D7FVjIqKUrzM6zLxc0+vuNhQv7NLCiamRJDEDUjqIrOuN5TgSpBe2HxLGzHIsOXgywpmHasVsE1QUOu2LAR8o5TaiuUVU2Qrb6cTOJ7oK4x2PGCvrZjeTMFbccioAW9cYzrPZVFm2anjNuNXrAI6pmuwFzqxrbF/O5YLeMAmq89huleCyNmeG7Z1HE0PDtRIDgVOJKM04gs5JPtA9xp+o1xwB4Pu3bt4ujRo+zatQvLsli9ejUAPXr0ID09nYkTJ5Kfn89NN93E448/zv79+/nlL3/JtGnTvAiE5cuXc/PNN7NgwQI6dOjAZ599xrJlyxg3bhwZGRl89tln3Hvvvdx4443k5OQA8O9//xtd1xk82K2b8/rrr/P888/zr3/9q0nO60QRRbgEglPJOecQHjgQgB/86U8Me/xx5Fqq9SXYyEZe5VVMTC7tfimffuvTZhFfAa6dda0nvo5jHN/iW+SS26hjLUVhb/xpkjNrVrOM74S4/nrCGRn4o1HGLVxIWjhMpHNnePFFpF//GmQZfvITfPv2we9+B7iFuy5YtIgLFy7k9uefZ8rrryNbx+9+KKU0ZdnBYRvbmuS0GsNYxtKf/gCe+OrDx0hGeuPZwhZv/ygnX+UyIcDqGzbA3LkQDtd/gEAgEAgEgjOeCfk3oyp6jZzRZHFNk3UUSSGgBT1h7vyeVzf72EJrXkIOl9S53SIKcddrAkdLo1i1Kak8+KUvwGTYMcb1nuqJr8mM6z2ViBGiPFriRQDU5vJMrK+riFYCTda9dqNmGMM2MOyGp+enuFyTCoc1JmM2ZkZcR2x8TAnxdX7hDJZsnVM1fttKEYRtx6JfDJxANobuIMcLrWm+9jX6cNu3a4xVIPiqUVBQQGFhYZOJrwAPPPAAgwcP5sEHH6SiooLBgwczePBgPv/cnampKAr/+9//UBSFUaNGceONN3LzzTfzm9/8xmujsrKS4uJiDMP9fePz+Zg1axYXXHABffv25ZFHHuHee+/lH//4R0rfDz/8MEOHDmXEiBG8+eabvPLKK9x2221Ndm4ngnDACgSnEkki8OqrxAYMQI9G6bBkCR1792Z759q9sMmV6SujlUjNVCgqakZZ9MUibzlAABkZ2TTpv24dLY8c8baF0tIozsujpEWLqgYkCSn+pFp68kl44olmGedx4/cTePBB+PGPiXTtiv83v8E/dSpUz3pVFPjZz6BPH5wFC9wn7QcP4rz2GgPXruVIy5Z8MmbMcXXdne7o6MSI0YY2tKc9Izh1halkZK7kShQUVrOa7nTnci4nm2wAjnGMHezw9m8KAfZA69bsb9OGtgcOwOTJxFq2RH/vPRg69KTbFggEAoFA8OXFdiykeLFWXfWD5GZ7Rs1ISsGohPiXENKaG0dLw1HjBbaih1BkN1rLsuNuzmAHpNK9SDFXgHX0NJAU3NIxmXxGWS2tnl7G593A/MIZjMlr2D08uf+3U5YXFs9CizuVjzcHVlU0ZElm3obpbtE01V+ny7VGrqtcu/O2IReuKmvIkuQVGgvqmYRiZQTjMWyJ+IVENEIiW1aVdexAJk7ZNiTAkUGLOUhOOStVI6VgV8o4JQVkkFEwLcMbz4KimcCpicsQCJKxkbCbOdwt0X5zOGCnT5/O9OnT692nc+fOzJ07t87tY8eOxXGq4vKGDBnC0qVL623zlltu4ZZbbjmusZ4KhAArEJxqevVC/89/4NprAYj6a2ZhJRjDGDQ0NrGJj/Z8RNajWeTquciSzGX5l/HkxCfJ8DVcIKs+ln+xnO+9/b2UdXOZS9rB7Tz96iG3qn01LvzwQ9695BJWDRkCcVFYck4+Q7RZuO8+uPZa/B06uI7X+pgyBWnKFG9Rmj4dbruNCz/8kKGff44ty0R9PuZNmsSOBoLFs8nmPu7jEIdoTWt8dUxxa05kZKYwhclMRkNL2ZZFFu1oxz72AU0jwDqKwn9uuonL336bXps2oR8+TGTSJPybNkGyYC8QCAQCgeCsYnzeDXxY6M6CcosoubmcPtVfVdkeiBghVzSzXFGrOQWtsp2L3eme4UPuiqTbQEXJxPG799DrsrLpX3oMq0VXwI0f2OpT6VFehq+OQlanmxMtVjau91TmF87g6LEtdGxRe6EaqF+czfBnu/vUEzGQoL4M2uS+Esvev7IESfFYyZEAiXiBmmO20WQdgxi66mcbMbrGt0k2EGzrZsHa7iw1Tda8dlVFQ407fBNtJwRnw3ZjCqJWpNm/ZwWC00ljM2AFJ44QYAWC08GFFxLLyUEvKeGK11/n+dtuI1aLENsl/rWLXcxkJlEnyoGoWxXwnyv/ySc7P+HKPldydZ+rGdq+bpehaZu8sOoF9pbv5ZKel/Bm0ZuEzTCf7/mcT/Z84u2XKMo0dR38662NBA2IZGXh++Y3kQIBHNvGWrIEraCAK+Ii2+aePdnZpQtOkjs3OmYMvv/8B+pw9p5SJOnEi4LdcgvGvHlos2aRVVblgJj8zjs89b3veeJzXfjxn7LM1/qoLr4CHOBAynqFqhthSZJSnjIeD5Xp6bzyzW+iRyLc9eyztDhyBPvnP0f+f//vhNoTCAQCgUBwZmFaBrqioyt+b/p4sqgFENBcJ+qSrXMIRcu87M6mELeWbnubfuGYq7dKCnYi71XJZKVq1MidHRk/Jh8ossvI8+XQDdiSAYSPcLYxIf9mXin4PaXxc1NlzXOUNkT1OIHaRNiGIgaqi6/J76sKgaVmsFYXXJOLiDXk5DV1CV+l7RXiSi5aJhN3ziYVDVPjBcxsx3VxBxQ9pb35hTNOWAAXCI6XMz0DVpCKEGAFgtPBsmXoJW4eVZsDB+iyYweb8vLq3L0TnbiXeznCERwc9rGPd3mXoiNFPLr4UR5d/CiZSiaqpHoxBTZunpEsy5TGSrFxb2Qe+vihlLYlJAYwgMtCIxmy5SAtthYwdu0eAMLnnUfgjTcgXuVQAlTbhscfx/nZz8grLiavuBhLlrGUqpsp3yefQJcusGoVDBrUNNfsdCBJaC+9BL/9LRw+DGVlMHEiLY8coc2BAxxo27bOQ2XLot3evaSHQgxYs4b2e/ci26k3k0dyc1k4bhy7T7FQfZCDPMuzKevGUBWxcKLiazIxv5+dXbrQoqSE6LJloiiXQCAQCARnOV/reTVzN8+NOwfdavaJ7NEECZdhckGoDH8OYSOELCnML5zhCXgNibGLN78GuFmy5dsWeOv7ShmAKy5aVhly/PZrS3YmYzpeWGtbI7tdzoKimciSQhFQHq3KjZ1fOAOfGjglBcNOFded+1Pv/fzCGZiWkSJMNoRpGRh2zMuFrV6QK9nRmiysJlNdfE39170XNW0DuQ7DQ/U2E4XfgnomlbEy+lYmxUcEWrBRcetu2KaVUghOrSawgitK205q+7oaqPH9LBCcTQgHbPMjBFiB4DQQuvNOgknL++IFrOrDj58OdADgHM6hE53YyEYOcpAiiiizji+jqgMd6E1v+tOfHHK4eu5s+m3Y4G13fvYzAg8/7OajJiPLcP/9SJEI/PrXAFSmpfHS9deTU1JCq8OHGbdwobvvL34B77xzXOP60iFJ0L27+wLMyy9HfftthhUU8M7ll9d6iC8c5tbp090s1HrILC+n6wsv8NI3v8nm3nVPA2tqwqQWx/om36SrN0mr6cg5ehSAwBVXNHnbAoFAIBAIvjwsKJqJTw5CtaxCtZpA5xU78pyOqSJcshi2sHgWPtWdITYgCnZGm/iO7jHp/hy6G44rvibEOCuGVL4HfFk4RhkyINkORTltGFaH+JpgfN4NLCia6YmvsqR4/ZuWwcLiWbUWuzrTmZB/M/M2TCdDya51e31RA1EzjO3YqIqGJuvIkuwWxEr6+6ExxbZqulgb7/iTJYWYGfH6N60YqqIT81e1YcZKCMXcQnCyJCNLCqYVc128jpsZW1NElms4caHKvS0QCATHixBgBWcn27YRvftu9MmTkb7//dM9mhrII0fCG294y/f+6U+EgkEOtWrFexdfzMF6nJUJ2sS/ACqp5BjHANf5upzlrGVtvccPZCCjjcH03bCB7lsWpIivvP020mWX1T+Aa6/1BNin776bSFoa+9u3h8LCqn1+9asGz+NMQ/32t+Httxm2YgWKZbGhb18ifj8HW7fG8PmQLItv/Pe/nvga7tABedAgfD/6EWRlVTW0ejXccQcAGeXlp/QczuEcWtGKQxzifM6nN80j/h5o25YuO3dib958HLfRAoFAIBAIzjTG593AoqLXADVFXE2eUu4KX24xpcT2+opx+VQ/AxIR9Y6FFD5GRq9LKN+2gGLZQEUno9t4AFbumg9A77LD7lTzaKlbfCnrHNK7jWfYcZyLLx6doMfFV9uxMJIcu2cjMTMM8UKtySSLr7ZjN+gCnl84A4AMJTVPtb5iW9WjBGRJoSowoCa1RQ6oikbYCOFT3M+sXzhGVHXbUEz3X5/qJ2pGvM/VrwVTBNbE92hDRK1Ig/sIBE2FLUnYzVSIO7kPEBEEpwIhwArOSsJXXklg7VqYNw969oSLL3Y3LFkCK1ZA69Ywdiy0aXNaxhd47TXMTz5h/axZ9HnvPXzbt5MeCpEeCnHXs8+y55xz2NmlC5+cfz6Gr+HiTWmkISPzLu+yhjUN7q+gMGZfBt996a9kJol/0fx8fAsXutenIZL+I9BMk8StSJu48Ohcfz3SyJENt3OmcdllOL/9LdIvf8ng1asZvHo1AKG0ND4cP57uW7bQY+tWYpqGvnQpgSFDam0mdu+9JDwe6/v3PzVjj6OgcBM3sZOd9KVvs/WjGe4fWOF16xBeAYFAIBAITo55G6YDMKnvrad1HHUxqvsVzC2ey+HQXgw7TKv0DuhqIEXUSoivMTPiTRmvLs4N9Z+DcnQ7YGBntcdR3HthueIAS7bOob+cTW8bsOPuVzNGL9tkU5ofO5CDEy9Quzq6jzFxgbaxJKbUu+JcldAnS8pZ6X5NcPnA77KgaKZ3/qqieeJrQqRsTARDhj+nUf1VF1wTr4byXBOYlvt9FDXDXpyAT/Ejywr9K8qw3ABgANZq7vegYUZQUvrQarhcEyJsbc5XgFD0+GYcCgRnEiKCoPkRAqzgrERLcnPGpkxBe/BBpFAIHnkkZb9Ip074b7nFzSm94grYuBFatoS2bV2B0bbhzTeJPfooUpcuaDNngqbBkSNuVfcTfRolSTijRrGzpIS+Tz4J27fDsWPYv/898ltv0Wn3bjrt3k3+hg28cPvthNLTG2yyIfG1ldOSH35SyZWFFp1KIT38int92rRBv/NOmDwZ34gRbsRAY3jvPQD2t2lDeWYmqmHQYc8e2n/xhXuKL70EP/sZ9OvXuPbOIKRf/AIuuAD7b38jUlCA/sUXBCsrufztt7199JdfhjrEVwB1jftZVQYCxBohsjc1mWTSn+YTfjvt3MmgVasACP7oR83Wj0AgEAgEXwWe+eheWmV0JCeYah6YXzjDEzUv6XfH6RhaDSbl34qmVeWJLtk6B11JLTZr1JGl6VP9rDcPMxCws9oD8EmZO7sqw5eDikKxFCGvopTC9AzywzE2pQeJmSaYEdYpFqM7XwKQlG7feFRF82IToHa35dlK9czdhcWzANBkrU5Bsi6qi6mpbujaXbG1HVdX22BUtR3PcTVsg2FOmld0TY05SJndILrPKwanSIon3lb/nqwaa+3natputIFpiRxYwanDQcZp5rmEifaFA7b5EQKs4OxjyxZUq+o/bj0ahZ//vNZd/bt2wcMP11gfCwahTx+cgwfx7drlOhULCnD69sVp0QL5Bz8g3LUrgZ/8BG66CRohkNaJqkJ+PgDynDkwdy588AH8+c/kHj1Kx927KerTp8FmetKzVgG20zG4eUsrHv7foZrnedFF6LNnQ3b28Y87Ho6fXlHBJXPn0qewkIyKitRdnn4a6emnj7/tM4Hzz0c+/3zSAI4dIzJ5Mv4lS9xtv/sdXH11/cdffTU8/zz+SMQV+hsrfJ8BSLbN1+fMQXYc7OuvR77lltM9JIFAIBAIzmjaZ/fAsNz5+IliUQkSbs3k9aYVY0L+zazcNZ9D5V+kuGbnbZhOxAiRpmd41dzfXP0UXx/UPH9wj+4+BXAFvfrEtwT91JYgVyKXH2B5Uo6n5VhYpoVpGaz0yfiBwoCe8gdtoq8TJSHOJY8xarrzvOZtmP6ldR83BwnH7/Fk3ybyV6sX3rIdq4awWldxLjeCwKx1fQJd9cczg93oAduxCGhBrMghL4VYDnag2KlAlmRXoI3F0FW/F0GQyI5tLAlxOPEzIxCcbQgHbPMjBFjBmY/jwNGjsHs3zqefEvnZzwgAh1q25F933kn/9esZtGoVjiRR2Lcvy0aMwAG6b9vG8GXLyCkpIau0FD0+XdoB9FAIPv8cgKiuU5mWRs6xY0gPPeT9px7Yvh3uvpvIfffh+/a3kW6/3XXOrljh7iBJrvuzY8fGn4skweTJbmzCn/8MuA7JhhiyYgXf+/RT/h8t2NC3L7s7diTqhAnv/YRpHx8GksTXO++EH/4QcnLQO3Ro/Niqo7vugPRQiOHLlwNgZGRgtm8PsRhSu3b4b7vtxNs/k8jOxv/pp+734t690IjrKsW/L2TH4UdPPsmmXr1YMH48lScj5n9JyCkpoUVJvIDFFVe416WZs4sEAoFAIDhbeXf9c/i1IH4tWEOwShStSl7vU/34VL+XixrUMyjb/RnYFkV2GTlprYkYIQYFzqFs92dkdhwFuEJbxAg1m5M2UfSoPvqpLd34gaT90vRUQSCRx1oaPgzQpIJY1AwTNcMEtCA2Fuf3bOCB+leA44leCBshL/81mbqcrfWJsGDGowlq3kMmIgvMuJPap/jpL2Vg22UopoOTdY63r18LYtoGWf7clDaqO1nrix5I5BVXdwkLBM2N44BddyRyk/UBwgF7KhACrODMprSU8IABBHbtAtyknwBwsFUrZtxyCzG/nxXDhrFiWM3o/a09erC1Rw8AtGiU3sXFtN+7l1FLl3r77OjUiXBaGpt69aLrtm0MWL/e27Zk1Ch6FxeTe/Qo/PWv7qsatiQhTZwIHTogjR3rFq6qa7r5sWM4Dz9M+OWXSdu3D4CyjAz2tm9f7yXotHNnytT3MZ98Uut+ztChWGPGoP7hD6DUf/PbKK68EpIKnNm/+hXaT3+KFvwKp31KUqPEVwDp5psJ//3vBI4cIT0UYsiqVeQVFbF8+HC2du/O3g4dsJviczoNRHw+HOLJW1OnEn3+eXxz5kAjHiYIBAKBQCBwXa4Qn14ta57Q2hBZAVdk6mnKOFIaKyp3ArCicifnmhr5wJbMHE8MUw5vIXR4Cx1zewFuhfeEa1aWZCpj5fi1IOWRo1jxqIPrzv3pcZ/PO+v+gT9ePb4+96tkVGJntGGjYlIaPoxKahxA4tjmzmMVwuuJUx4p8YR20zLISXNrS9RXiOtkGeBvj31ss7ugpyOFjwEQ0V0BVpW1eJ82tmXX6NsViOuOWbAdC5/q934uhRArOBsRDtjmRwiwgjOb5cs98RXgi/btWde/PyuGDcNMyp6qF9um16ZNXP366zU2dYm33aeoKGV9RTCIZprMmzgR2baZ8MEHrhALmIrCgTZt8Eci7rp589yDnn/edcuOHo35wQdIsRiXSRKO42ACqmkiAWm4wu2OLl1495JLMPXab7grKoKsXdOfB+c/5J7GFVfA8OHE/vtfHMMAWUY75xyU/v2Rvv1tpO7dm/YHvkMH2LED59lnkcaORZ44sSlbP/vp1o3Anj2uY3brVqI/+AFpRUWM/fhjxn78MUdatODFG2/kWIsWp3ukx01lejqzvvlN8jZuZMDatfjefx/+3/+De+893UMTCAQCgeBLz/zCGSlOUVlWGjV1H1zBtrft3gMnxFclfsxKzcZyLJTwESzHohC8NPiYGaFfDOxADlKknFggl75SBhsDlcTMMOUR9z433Z/jiVCV0TIuH/jdOscyb8N0YmbYO4eGxj680gAO4ASyQVFOy1RvMb385Kh+/eZtmE5J5UFURSPDl1qg63iKbtWFm9cbYpNVChmt6Vl+EMsOocg1DSGJHNiq5aqfKTPuqk7+Ho2Z4ZQ4hcS/iqSwoGimEGEFpwTblrDt5p1JmGhfOGCbHyHACs5cnnmG6AMPkPCTbu/ShRm33tr4422bkcuWMXbhQnyx4wtTTw+FOLeggHMLCgDY1rUrezp04ItzzmHl4MFYug6OQ9ft22l94ADpoRAD1qwh8/BheOst6pKGSzMzee/ii9nWrRsxf+3B8AmiUZ3bP3oOgFhWFvrzz0NuLv5f/OK4zuWk6NwZ6Xe/O3X9nW34/dCtG3Trhm/NGnj1VcxXX4X33yf36FHGfvQRc666ChyHwStXolgWn5977hkxnX9T795s6t0bJInBq1bBjh2ne0gCgUAgEJwR2I6NjCsENTRlP0Eg7i7tU3rUy01NCEx1iVyhWBlLA+6+shFitaJhRPYwTMqiX6gSFAsCOroa4OJANzalu31URI5h2LEUMRYgFC4H2rGgaCZSPLpVVwNe5mZd+LztrsO2yK8xvMvFjTpvwZebRGZu8vdJdeqKIaiOLFXlASfcqqFYGbKkoCo63cNREh5WxwwBMDCtE8VEvH6S+6ztfWI5EU8QNkLe92dCfAX3QYdAcLYhHLDNjxBgBWcms2fD3Xd74msoLY2F48Y17ljHoXdxMVNnzap187sXX8zyESPQYzGyS0rIOXaMnJISckpKvKzT6nTbvh2AgevWcem777Jq0CDemjKF7d26sb1bNyIRH/NGTqBf4QZyI0f44pwOHGvViry8PIqKirBt93ahIj29UdPO9+xpT4sZh7nOmA2A/tprkJvbwFGCLzW6DjfeiHrjjbBwIVx4IQPXriW/sBDNrCpE0PrQIeZeemmTirCyLHvfgydDqwMHuPi996hITye9ooIWR4+SXVrqbuzfv/6DBQKBQCD4ijNvw3TvffUCRtXXJRPUM+lDGvKx3RTntv3/7d15fBT1/cfx18xe2dwBwn3fhvuSQ+SQU7ywHlWpqLVexXr011pa69FWK7XWtipatVS0tsVarQeiSBUU5VRE7vu+A+Q+Nrs78/tjkyVLEpJANgnh/eSxD3dnvjPzna/J8uWzn/18oeBYRFCpouNOXpXeFwwFqr4iC09sDE4zlP3XM+s4eJLompsHdhA7NhWAzUZhOEBcFCjEabvJJLS6vLvUN9H8lj8cuCoRLK8eaHIb1lqZDFPwtcEZ030KCza8BoDH6Q2Xo8gqOBYum3Eq5QVfA1YRHmcMse5EOmTuCwdfnVYoxBEwA5C7h/OKX69NSAhtL65FbFnBiA84SgdeS/aH2vsxjeApSxSIRItVCzVgLdWArTUKwMrZIxiEuXMJPP88zo8/BuCbvn1ZMG4cBdWoOzr600/L1EnNTEriw0mT2NK1aziwVeTxcKR5c440bx5u9+GkSQC4iorosHMnXTdvZsCqVWWu0W/1aj66+GKKPB6CQYONz3cjLXsjixhFNolsb9GR0Td9QfvUVLIPHqxW8MsMBhmf8THXFP0HgEDnzjhHjary8XIWGDUK+4c/hBdeiAi+AgxauZIWBw6QXerTycLYWAK5uayNjT2ty51p8DWmoIALFy9m2JIl5e4vaNMG7403ntE1REREGrIFG17D6QgFLUt/3blERUFUjzOGtPwCMIpC2az5R8oNLJ0qw9Blugme1MYXKKTAziPOnciWxi3J92XTLzcf2x0L2cUluiwj9BowAj4CgSCLcNM3tg3uvENgBcDhwfDlszElmfyiHGLdCRHZiy7TRaw7kS5H9/NNfLDKGb9y9hmXNjUchD2WdzAchC0KFOK3isqUKChRXvA1/PqkTFSHGcfaODe9cnLCgViAzSmp4WrCgWBRxO9IedmsBf48vK44vMW1l4sChcS44ij05+G3ilSqQhokZcBGnwKwUv/t3w+7dlF4003EbN8e/qHdcN55fHDJJQSrWuu12PnLl0a8nvPd77K5e/dqZRT63e7wV6znXnYZzQ8e5LL336dl8eJZAMHiTNYf/O1lWmfvx+TER1dfOoaRvrkZDOlarb4nZWYy5fXXST0aWvXVcjhwvvtuzSyqJfWHYWDMnAmPPw5btxJ49lmckydjZ2Zi/+AHtN6/P/R7UdrXX9OkY0fmXHcd/grqBkdDUkYG02bOjAgU2337wiWXYDRtir1nD96bb6548TkREZFz2Ceb/oHHceIrziVcZujv8pMDox5nDD2dTdhi59LViMcsyGBTXAw5vkxMigO35WT3nUp52aglCvx5FPhDX+deEevC43QQCHrpn5fP5sYt6GzEh/qeuQcrNhnwgxXEim8WOoHpgIRmnHd0G7bTDf688D6zKAcruSWOo9v4Jj4UyB3WaXKV+ixnp/ICl/PXz8bpcJHjywj/rDtsF6VDFeVln5YETjsf3XtiY/EUeG1CAoFgEf3yfWAF6ZqbRzCYHW5mepuzlnzgROZ36Q8+TMNBgT+PxnEtsOwgQzpedkb3LXK6LGohA7b4v8qAjT4FYKX+sW3Iz4fly/E9+iie4mzVGKAgJoZV/fvz9YABZJTzlXszGATbxnJG/mgnZWZy2Xvv0WnHjvC2LR3a8K+p3z/zr3IbBodatmT+hAncMns2AAdatCDodJJy7Bht9+8rc8gF+5aQ7kslsH8/3bOzCRoG63r2ZGuXLtjF/Qk6nbh9PopiYkjKyCA+L4+r/vMfUjIzKUpMxHXffZjTpkHTpmfWf6m/kpNh0CCcr4WyBQzAuPBC+PTTUEY4gG0T3L4d+4UX6LhjB1f95z+8cd112KZZ4Wlr0hXvvhsRfA243Tg/+wwWLsR+5x1ISoKPPwaXC7p1q5U+iYiI1Gdf7fqIwuKgZskK8bGeRPJ9oQBRSbCpJDDqMl30jmkZOrg46JTjy+RrMsEAq7Bshuupgq+lywGcKvhaXtasLxAKVm1ITiUn/whfG8cIBIvwxsRRWJQBxJd7LtvpZqXbJsETRzd/KPBlJbdlTeEBiI9leJerKuyHNGwldWJL8/v9zNs8j4Dlx7Qj/61WkineI/MYVkIzbDMPw7Kxk1rzbTATgkX4LT8u08XXXhfgon+gzCUiWFYQiqfOJSU5xnSfwuq9n9K/7bgzvEORs4MyYKNPAVipP4qKYPZsch99lPjiTNLSOXMZSUl8ecEFBNxuWu/bR3xuLvmxsVimSVxeHpfOnUuzI0cA2N6xIx9PmMCRZqFP2PuuXh0RfAVY1zq+RupoxuXm0nPdOtLWrw9va3nwINOefZYmx45VeFxqejqkp9Oi+HXaxo1Vul5B69Z4ly6F1q3PpNtyturSJfQoxfL7WdqsGcN++Uu6bdnChI8+4qPichnR5j5pATvnE0/AwYMErroKZ/DEP+r806fjWrwYBg+ulX6JiIjUJ/PXzybOHapBWfLVa4DOtpdtRgEQWrCqKFBAjCsuHGQKLXjlZ4O/+NtPdpACf17ECvKWFcTi1BmvJ5chOFXg9VTHHcs9QOP4luzP3Bbqny8DgHhPClgGJvEsydmMw3FiIbAYVxy4wMRBji+TrwgFlf35x3GZLgVfpULBoJ+AA5zmiW93Ffrzwr9DVsEhTMCI+K5hye9JER6nF4BVTj8x3iZ0yz0aPq538b80jYCFFReqa4zLywrffryuOD7Z9A/GdJ8SPmdJ+YSS37PS+0SixbLAsqK7AHNJNTplwEafArBSP3z5JQXXXYd3377w5+aFbjc5CQnkJiTgKiqi9YEDXDpvXpVO12nHDm5/8UU2nnceB1q1Ijkjo0yb3geKWHsGXe68ZQuDVq6kw86dZep0AuHga0FsLDEPPYSRkBDxNexAMMjatWvp1bMn5uefY731Fs6TglknK2jRAu+yZdCq1Rn0XBqijO7d4bXX4IYbGLxiBRkpKSwfOjS8v6YW2jrZqzffTFxuLhd/+CFdt24lb+ZMXG++iTsYpCAmhm/696fz1q00TU/H96Mf4Vm+vEYXEBMREamvHn7vCvq1GQNAs8S2QChYmpF/hMbxLehse9kQzMDtjCGreOEs03AQY8SRnhMKApXIK8omzp0YLgdQOksPTgSHqqKy4GvJIkUlLDtIoT+PouLs19Hdriv3OL/fz7x985iQdjOu4hJhH6x9KVwOofTCYHlFxefqUf65RACGdZ7M8l3vUWQV4Cyux9rT3Qw7cysBZ6iUwEZH6N9hASsH03QQCPpxmW58VgFBO4jLDP0sFgUKWBsTR6/C0O9QEB/OQGhOavnSceABXzaNk1uQXxTKRj85CFvSB8sOsmDDa6oFKw2KMmCjTwFYqXtz5xKYPBlvMEi+14ttGBxr3JhW+/eTeuwYqaWySP1paRitW4eyZZcsiQhY+ocNw/XaaxAMUnTvvbg/+oie69fTs1RmamajRjhSUkjYvp3spKSq99G26bxtG/G5uaQ3aULTI0e4/P33I5oEOnTAvOwyzM6dweuFtm2hf3+8TZqUf0q/nz3z5tFz0iTMO+/EtCzIC00IKCwMfW37yy9DGYOWRfCrr/D+4hcKvkqF7Kuvhn374IEHmDB/PlnJyWw67zzgzBfaqojf7SazUaPwomBxO3bAjh0UuVy8dMcdZKaksGzIEO7585/xrFwZ+pkePjwqfREREakv/vvNM+Hga4ukDhT488IBVqfDzbHcgxwjsibm/PWzAT/HAocwDZMRXa+JOOfJGXilVaXea+ls1vIW5rLsYLiuZk1l913S6/YaOY+cu4Z3uYrPt7yJ2xmqlWxnbgXAaTn51sgn4PeH28a44sI/106HK/y85MODWHcCFAdgAQLOE3mztuXDME8ky5TOMv9k0z8ifse8rjgK/HkKwkrUBe3QI9rXAGXA1gYFYKVu7dpFYPJknMEgG7t3J6awkA67dhGXH6oN5R83Dtd3vwtOJ7Rujeuii05kz2VkhBYiOnwYGjXC1bt3eDEq97x5sHgxfP45wdWryV2+nKR9+0g+fhyOHwdC9WIHrFzJ1q5dKTppIS8DaLt7NwawpUsXJr/zDr3WrSvT/aDXi+Ott2DMGJxnuvCRaUJC6KtpJCTAlCmhRzHHLbec2fnl3PCTn2B/+SXGu+9yydy54QBsNLkLCxnw9dcR2xaOHk1mSmg125zERPa2aUOHXbtg7VoFYEVEpEH7fMubNI5rQX8rFDBaRyirFGBMWsWBzfJqYZZWUaDnk03/KHd76QBSidKvS/pUetEuBZOkPhrR9RpW7VlAp6yDZfYF7SAOw0GMKy70IYIdxGm6cZon/n0XMIrCtZWNxI6Y2aHFbIP4Is5lWz46Z6aHsmMtJ7Ynkc+3vInXFRcue1BSvxmq9sGHyNlCGbDRpwCs1K3Vq3EGg+TGxfGfa65h2nPPhbZffTXceiuuCRMq/rpySkro0bNn2X2GASNGwIgROIAkIH/cOGL/979wk77ffkvfb7+FDz6ocneDHTpg7tpFUe/euDp1wjF9OgwaVPX7FYk2w8C45BJ4913i8/Jw+v0ETvqAYS1r2cUuhjOcFFLO+JJFHg/f9ukT+n0CNnftyvIhQ050KRik1f7QRJfs7NBCeypDICIiDZTfCgU2DZ8f25NAXlF21AKbCza8hmk6wpl+pcsHnBx8Lc+4tKnK4pOzQkl2dgnb8uM03fgoxG8V4feFfu9cphu3Iyby2OLgq2Vb4YSd0hx4wotwQSi7FsDw5dDf6cHyNAEbdphFxLoTKfTnkRTTmBxfZg3eoUhZlmXUQg3Y0PmVARt9CsBKvZCRkoLlcJCQkxPa8Pjj0LVrjV4j5vLLoTgAGzRNjMsuo2jTJjybN1OVtzRfWhqe9eshGMRTzl/cIvXG2LH44uLw5OXxnbfe4s1rr8U2Q7PKbWzjLd4CYA97uI3bcHPq7G0fPr7ma/azny50oTe9MUvPUg2Dd6+8ks9GjiTodJKTkFAmwBp0OMDvh+nTCeTn4/zVr2r2nkVEROqJE4EiJ7YngTEdLovatUoHXyuqzVqipIRBSTCqJONWwVc5GxQFCzG9zbEKDgEQdBp0d6awzioK10Z2mW5Mw6TQnxeu1xoq+xFKRggUfzhiJbfFKMjELEiPKDtgJbbCCPqgKB/DF/p3qR3Iw8jcgZ3ckaJAYbgUQsAKlT5YuHlOpb97ImcDZcBGnwKwUrdiYwFos28fP3nySfLi4kjOyoL162s8AGv+6EfQpg328uU47rgD2rcnBkLL/tnlFFbZvh1yc/Fffz22243nrVDQqrxPTUXqlQ4d8MybR3DMGM7btInxH3/M/IkTOcIR5jAn3CyddP7Nv7mMy0ii/JrIQYLMYhZHOALAetazjnV8h+9QSCHe4j8QqrFcHtvh4PUbb+S2l18GwHH0aE3erYiISL1i2RbNEtuyFegUgNxvXiW+301RuVZ1arUq0Cpns2GdJvPF1rcgJo4+Rqhs28ZAaKFll+kOZ55D6HewpO4rnFh4zmE4WF2wj35m8bzXmwq+0IJbBAoxj2/HTmqN7Y6FglDZOsOThO3Pxs7eQY+AgZXQDMzQv2G/4kQ5AhGRypiVNxGJopEj8RWXEIjLzw8FX4Gi3/0OfL5THXl6Jk/GeOIJaN/+xDbTDAVVT3507Qr9++PatAn32rU1HhAWiaoRI3D8/e8ADFm2jMHLlnGMYwQIRDTbxjae53n8nFjAIEAAi1B2zCY2hYOvpY95kid5hmd4mZcjjq3IgVatWNOrV+iF13smdyYiIlKvTehxM4ez95BdcAwjczd2Uuu67pJIgzC8y1URr88jll5mMqZh4nHE4AsUUODPwxcoAELlQEoHZoN2kKAdZL3pI6HrxSwLpLPcFcC2Qv/uNDAx8o5iZO0DbyPwNsKOSYCEVjjwYJk25B0Kn29QwMWgQGSpL5GaZNm184BQCYK0tDRmzpxZtzfdgCkAK3XL48Hz2WdlNruXL8d/ww110KFyqFalnK2uuw5+9zsAJnz0EVdstOlJTxJIiGjmw0eQIDnk8Aqv8DiP8wzP8A3f8CZvnvISxznO+7wfDtieSnbxV1qsnTtP84ZERETODiVf77eadMUoymfVngV12yGRBmJ4l6uwPQnYngTwF0CwiD5GApZthcsOAPgCBVhWMFwSxGW6cJku4tyJxLjiTpTksIIsc4WCr7az+Hhvo1AGbHEWbJg3FbypWHn7sfJC6xvYrtjo37RILVi5ciUbNmxQ/dcoUgBW6l6jRlBYSPCkeiOut9+GPH2tQ+SM/PSnWHfeiQFc8d773Jg/if/j/7iBEx9wOHDgwcNSlrKb3djYZJLJx3xc5nTXcE2ZbWtYwwY2VNqVLlu3AmAOHXr69yMiInKWGNE19Hem5U2hs61vf4jUlMQ2QzEKMjFKygc43PRzpTLQ3bzc9oFgEb5gIb5gITm+DCw7SEJM5EK0Szw2Sx0+ljoiv4VpZh0Aw4GV2AoAw5eNAw9mXCtsbzK49Lst0aMM2IZFNWClfvB4cGzfDqmp4U1B08Th0lc6RM6IYWA++yxFn35K7JYtpK1fz9eDBtGVrlzO5axmNZOZjIFBLrkRh7agBbnkRpQgSCONh3iIPPJYwALWspYYYvDhw8KKXJzrJJ7isiLGiBHRuVcREZF6xghEoaSWiIDpYFty6N+OnYorbG11hMpimWZozY4TC+JFPj+We5CEmBSSvE3IKii7NsFSK4Ok5FTOCzox8o5iZh8AK4gV1wTbk4iZd5SSFUQSOoyq8VsTqQtahCv6FICV+mPJkoiX9ogR4D716uwiUgVOJ+4bb4SHHqLT9u18PWgQAP2L/1RkMpNx4uRVXuUwh0kmmTzyiCceHz4OchCAQgp5n/f5mI9JJpkYYuhIR/rRj2/5lsMcpj3tsUumqv7Ka8aKiIg0BLYztML6DgroW7ddEWlQEjqPJ3frW/QqzMMCHGYcuS4rHHw92cnbcwozSPI2idhXOkgLsCKQzhBOlKMz8o5gmwYBJzjytKisRJ9tGVhWdEsi2sXnHzRoEA6Hg2nTpqkMQZQoACv1x9ChBFNTcaSnU9CuHd4XXqjrHok0HOPHw0MP0WHnToxgENtRdnKaRVbE62yyySIrvMhWJpnMYx496ck7vEMRRRHtffg4zGEAdrObhSwM71vHOjY2SWBYFtj/+hfGBRfU9B2KiIjUO1uCob9bB7afWMc9EWl4erubgRvM3ND80xcoiAi0mqajTFC1REps04jXJ7fL8WUAsMxjM8jbDsfxnRiYBE07st22j0noPP6M70WkrikDNvpUA1bqj9RUHEuXwosv4l2/Hrp3r+seiTQcAwZQ6PUS4/PR6sCBcpsc41jE653s5E3e5DgnFiDYwhb+zb8poojzGp13ypIDJ3v7/OLaWTNnwkcfncZNiIiInF0Gtp+o4KtIlBj+fMzs/diBPOxAaO2QkkBq6QW4Tn5tWUEGtp9IRv6RiGPGpU3F6XCHF/MqOSax3XCs5DYEm3QmqddUknpNhUAhQUIlRnLXvlE7NyznHNWAbViUASv1S6dOoYeI1CyHA8+kSfDWW3Tato19bdqUaRJPPLnk0opWjGY0jWnMIhYR5MTk1YGDAAEmdZ6EFbTYeHwjccTRndAHJtvYViaTtsTibolsOO880jZuhIsvhqVLYciQ6NyviIiIiDRoCZ3Hk7PjE8jZD3HNMQPp4X0lQVQILcIVDqraQUzTwYINr0Wca1za1IjXce5QJmBOYQafbPpH6NiCIGzYylBfKGLlwAMFGTV/YyJ1QBmw0acMWBGRc4QxYQIAnbZvL3f/TdzEfdzHbdxGZzqTQgq/5Jf8hJ9wF3dxB3cQTzwAI9uP5KOdoSzWKUzhsuI/93Ivl3FZuedfwQrWp+SHXwcuvJCcxatr8A5FRERE5FyynnxMy8DMOcz5ZiMATCNUhsBhOHAYDjxOLw6j/NqwpX2y6R94nDEMiGkd3lZeTdn4fjcBsCE+IbwtZ9vHZ3QfIuWxbbtWHqAM2NqgDFgRkXPF+FB9qlb79xOfk0NuQkLEbm/xn9IMDOKL/9jYZJIJwMajG8NtXLjCz49xjA/5sNzLO3Hyk1F5vN8U7vwKDsV25NoRPVnxNfSveC0wEREREZFy9bA8WAnNwAqy2W2QRGNyfJll2gXt0De6TMOBZZdfF9Y0HDhNN2ZBBj2BVWYhLtON3yqKKGewYMNrJCWnUhQoANNJ0MqDgkNkrX0tVJ5A5CykDNjoUwasiMi5ol07AoMHY9o2l8ydC7Zd+TGlGBh0pSsAs1fPBqADHWhM43CbLLIIEChzbCqpDGc4e9xH+XtfGHUzXHX9FoIuH2PH+rCs070pERERETlXJXQez2anBQXpdM8vxOlw4zJdWHaQYKlHZUrKDABYcU2w4prgdLhwOkKJBuPSpmLZJyasWQVHw89LB12z1kaWNhA5E6oB27AoA1ZE5BzinDmTwODBdN+8mcHLlrF86NBqHd+NbmwklP3ane58h+9ELMTVjnZ0oQtb2QpAC1rQmc4MZzhP8mS4nd8JBNyMDi6mW8ZOfF8Nx3t+rzO/QRERERE5p3TLCi2mZfuz6ZzpY3WMM1yGoDym4cDlPFEjtnSANq8om6+LssuULJi/fjaWHcTtjAFCtWR9wUI2xTWmuxbhkgZAGbDRpwxYEZFzyYABOK+7DoDBy5dX+/Be9OJqruYH/IDv8l0chCanFhbppLOMZWxlKwYGJiYHOcgRjrCWtRGLeQEk+tpwW+c7eYEfEjOkD+zceeb3JyIiIiLnlIQ+UzFxYuLEsIL4LX+lx1SWFVuSOesLFADgdLiIccURCBZFlDDIyD/ChvgEHHhCi3IB2XuXnsHdiJxg2XatPEAZsLVBGbAiIueatDQA/C5XJQ3LcuDAjZvXeI0iigC4iIvYyEYOcjDczi7+A7CLXfjwAXDP+fewcPtC1h5bS3bcdhZ3huu3gGHbsG4ddOhwpncnIiIiIueY9YnJpPmCBP0Z9C8C09scw5cDwJqYUMJA78JQ4HSlMxSgDdrBiEzXQLAoYtGtkrqvlhXE6TiRMVt637i0UPmB3OIsWIcjEXIOk7PtYxI6j6/x+xSJFmXARp8yYEVEzjUtWwLgLSgod3cWWRznODY2xzhGIYXhfUUU8QEfhIOvAGtYExF8PVkHOrCXvQDcOfBOHr7o4fC+F86H6WPg9e69+PZ4mzO6LRERERE5N6X5QgFRhyslvC1o5QHQIz+bHvnZBK08bE8CAx2NGBSMCbez7GA4q7X0YlslwdXSbZwOd2ixLoc7Yn98r++GHmmTsd2x0blJOefYdu08QBmwtUEZsCIi55q9oWBoVlJSmV2rWMX7vB/OXoVQ1msXujCKURzgAFlkRRxzlKMRrw2MiOPzySdIkGbuZnRv0p1ffvLLiPZPDYMOf3+Ih/Y1ps8Z35yIiIiInHOKA6fBYDamJ5XNTovzLCcE8sEJZlwrrLz9WAWHwocM9MNXMW4GW3HEp00GYMGG17CsIKbpCD23LUyj8ry1FTvnAdAt9yiOQPUWuhWpD5QBG30KwIqInGPso0cxgM3eruTkxJOQkAuADx/v8V6Z9kGCbCr+U5kEEognPiIjdg97MDF5/buvYxgG249uB0ILeqWSyg+WHOOmXddib74R0MqxIiIiInJ6TG9zjIIMcmybFTFmuL7l+YDDjAtnxZYYWFiETRE5377G9katI89lOrCCFk6HO6Lu68mlCkSixbIJ/wxH8xoQyoB1OBxMmzaNadOmRfWa5yqVIBAROccYxSUIMjJSyMhIqaR19dzHfSSTHHk9DN657h3GdhyLL+Bje3YoANuZzoxlLClxXQDw79pVo30RERERkXPDaleQ1a4gRkEGdnwzBrqbU+jPw7KCWFaQZYX7ie9xFSsckNRrKutjE7FMMJxxWCZYJnQ5fojzgzDE2xavKw4ILb5l2cFwaYJAMFSGa0z3KRHXP89v0C23+Fth7vjQQ+QssnLlSjZs2KDgaxQpACsicq7pE/qi/9XH3qZDix3hzR483M7tJHJ6Xz0ZwQjWsY6NbIzYPrHzREzD5L8b/8uE1yaQ68/FiZPWhLIMeq1ZA4CzR4/Tuq6IiIiISF+/AxwejMzdAAyzXaESAqYD03TwyaZ/hEsL5PmyWVEqidXhSCRgBjAtIHsPAEkxjUmKaYxlBQlYfgJBP5ZtRdR+BcjZ8mFkR6wAtjc5incq5wrbtmvlAaoBWxtUgkBE5FwzZgyFSUnEZGXxnbff5q2rr8ZyhGagLWnJj/kxf+Nv7GHPKU9jYmJhhV9/zufltvtw24d8uO3ExNSJkxu4gRa0AKDFwVC5AvP73z+j2xIRERGRc1PvmJbgPxx64Y7Hyg3NY4dYJs6AwYqYUO5Z6VICAMsdhcR5U+hZGGRncms6ZO7DgYce+dmYVjamZRBwgsPRGIqPzdnxCQBG3lFsTyhxwfKlh89pe1NI6DgmqvcrUtNUAzb6lAErInKucbmI+c9/CDgcpG3cyHfeegszGDkZvZzLKz1NSfDVheuU7QyMiNcBAhRRVLZhcnKl1xQREREROVlim6GhAOlJAVanFco5GxRwMciO43yzUcR+ywqSU5jBSkch2QXH+MrlYLkrgBnfFhLbhjNZg8FsglYeQSsvtJhX3n6C+LB86RHBVxGRiigAKyJyLho7Fuc772C5XPTYsIEb/vEP2u7aBcVfQWlCE3pwoiSAEyeDGASA1/RGnGoIQ7iACyq8lE3ZwvFzmFOlRb1ERERERKoivsdVoYCpFQhvC5gBAmYAO5AHBccxfNmYpgOnwx1uMy5tKqO7XYffKgrXel3h2w+A7UnAYcZhWrA2Jq5K/bAKDtXcTck5LbQIV/QfEJ0SBI8//jjDhg0jNjaW5AqSbQzDKPOYM2fOKc+7ZcsWrrjiCpo0aUJiYiLDhw9n4cKF4f3Hjh1j4sSJtGzZEo/HQ5s2bbj77rvJzs6usXs7HSpBICJyrrr0Usz//pfAFVfQaccOOu3YwYEWLfj3tdeSlZLCZVzGetYDoazV4xwHoMAqAEKZrWMZyzCG4cdPDjmsYU3EJQwMBjOYVrTiLd6K2LeJTXSnOzE+X2jDkSPQpUuUb1pEREREGqqEjmP4YutbgJP4mBQ6FYTmmZYvHYdV8XGfbPoHpuHAdDjCZQpW+PZjWUFMhwMcDkzLz8a4FHrl5ACh4G55tiY0ZWCN3pVI9EWjBEFRURHXXHMNQ4cOZdasWRW2e+WVV5g4cWL4dUXB2hKXXnopXbp04dNPP8Xr9fKnP/2JSy+9lO3bt9O8eXNM0+SKK67gscceIzU1lW3btjFt2jSOHz/OP//5z5q6vWo7owzYGTNmYBgG9913X3jbHXfcQadOnfB6vaSmpnLFFVewadOps5weffRRunfvTlxcHCkpKYwdO5bly5eXaffBBx8wePBgvF4vKSkpTJ48OWL/e++9R9euXenWrRtz584Nb9+1axeGYdC0aVNyit8sS/Tt25dHH3202vcuItIgXHIJzjVrsG+5Bb/HQ8uDB7l59mySMjIwT/oroh/9ws89eLiBG7iACzAwcOOmPe3LnH4Sk5jIRHrRi0d5lOEMD+9LtBMYuWjRicZLltT03YmIVIvmtiIiZ7/hXa5ieJer6Gi5I7YHnaGyWF5XHJYdDC/OtWDDa+HM10DwRJmskm0l/wUo8OexIsZkRYyJ6UnF9KSW24cFG16r0XuSc5NNLSzCRfQW4frVr37F/fffT69evU7ZLjk5mebNm4cfMTExFbY9evQoW7duZfr06fTu3ZsuXbowY8YM8vPzWbduHQApKSncddddDBw4kHbt2jFmzBh++MMfsnjx4hq7t9Nx2gHYlStX8uKLL9K7d++I7QMGDOCVV15h48aNzJ8/H9u2GT9+PMGT6guW1rVrV5577jnWrl3LF198Qfv27Rk/fjzp6Sdqqbz11lvceOON3HLLLXz77bd8+eWX3HDDDeH9Pp+PadOm8fzzz/Pcc89x1113UVQUWWMwJyeHp5566nRvWUSkYUpLw/jb33Bt20Z+mzYkZ2Vx35//TMFGN077xMT1P/yH/vRnMIO5gzvoQihb1Y8fC4v+9OcO7iCBBLx4Gce4cNmCEn784ecXbstnVHEA1v7Od+DGG6N/ryIiFdDcVkSkYUlsN5ztXg9bY0588TeIj975vnBQ1TQc4UDsyQt0lWyHUBDWsiMfX9lZbPd6MIszax14cOChqxHPuLSptXOTIjXkk08+YdmyZdx4441kZ2fjK/mWYi2YNm0aTZo04fzzz+dvf/sbtl22hF2Jxo0b061bN1577TXy8vIIBAK8+OKLNG3alAEDBpR7zIEDB3j77bcZOXJktG6hSk6rBEFubi5Tpkzh5Zdf5rHHHovYd/vtt4eft2/fnscee4w+ffqwa9cuOnXqVO75Sk82AZ5++mlmzZrFmjVrGDNmDIFAgHvvvZff//733HrrreF2aWlp4ec+nw+Hw0Hfvn1DN+Z04vP5cLtPBA9+9KMf8fTTTzNt2jSaNm16OrcuItJwtW5N7LJlFAwZgnfvXn761l/IvuU6ZrU68Ql+AQVcyqXh7NhjHONlXsaNGw8e0jkRXFjAAnayk4u5mHWsYyUr8eABQqUJun+VAIA/tSmutyLLE4iI1CbNbUVEGqa+bS7iq10fYXpSw4tlBfExxNs2VGLADp4IxpYEYq3yP2CzrGA4IFuik9/GxIlFgCA+HHhIbDe83ONFqssqfkT7GgBt2rSJ2P7II4/Uyjdqfv3rX3PRRRcRGxvLxx9/zA9/+ENyc3O55557ym1vGAb/+9//mDx5MgkJCZimSdOmTfnoo49ISUmJaHv99dfz7rvvUlBQwGWXXcZf//rXqN/PqZxWBuy0adO45JJLGDt27Cnb5eXl8corr9ChQ4cy/zMrUlRUxEsvvURSUhJ9+vQBYNWqVezfvx/TNOnXrx8tWrTg4osvDqcXAyQmJnLLLbfQokULWrZsyV133UVCQkLEua+//no6d+7Mr3/962resYjIOaJlS7zLlhHs0pUWgUO89Ne/cy/3hndvZCMv8RKHOMRqVvM6r1NIIdlkRwRfJ3SaAMA2tjGHOaxlLbnkcoxjAMQTz/c2LwLAlX6k9u5PRKQcmtuKiDRcA9tPJKHrxZhxrU5szN4TymotFXytyLi0qeGM1tLBWcsOYuYcjk6nRWrZ3r17ycrKCj9+/vOfl9tu+vTp5S6cVfpRWamm0h566CEuuOAC+vXrx89+9jMeeOABfv/731fY3rbt8AfPixcvZsWKFUyePJnLLruMgwcPRrT94x//yKpVq3j33XfZvn07P/7xj6vcr2iodgB2zpw5rFq1iieeeKLCNs8//zzx8fHEx8fz4YcfsmDBgohP68szd+5c4uPjiYmJ4Y9//CMLFiygSZMmAOzYsQMI1dP65S9/ydy5c0lJSWHUqFEcP348fI5HHnmEo0ePcuzYMR544IEy1zAMgxkzZvDSSy+xffv26t66iMi5oWVLHK/OBsDvcuG0jIjdhzjEX/gL7/AOGWTgMTx0bdQ1vH/J95fw0fc+4u1r3wYgn3zaEBmoyCGyZqGISF3R3FZE5NxjmXD+SYmuJQHZ0gHX0k7eZllB1iYkVLgYl8gZi3b9V9uG4q/7jxkzhiFDhvD3v/+dxMREPB5PuV36v//7PzZu3HjKR8eOHU/7lgcPHsy+ffsqLIHw6aefMnfuXObMmcMFF1xA//79ef755/F6vbz66qsRbZs3b0737t25/PLLefHFF3nhhRfKBGlrU7VKEOzdu5d7772XBQsWnLIo7pQpUxg3bhwHDx7kqaee4tprr+XLL7885TGjR49m9erVHD16lJdffplrr72W5cuX07RpUywrlBT94IMPctVVVwGhVdJat27Nm2++yR133BE+T1JS0invYcKECQwfPpyHHnqo2quf+f3+8KPktZRPY1Q5jVHVaJwqF5Ux6tcPy+3GU1REl6NFUME3W6f2nsqMi2aQ5Enizyv+TEpMCgObD8Tv99MusV243Td8E3Fcit2IFW06c/7eFeT17Ys7yv9/9XNUuZoYI42vnG00t9Xctqo0RpXTGFVOY1Q10RqngGWCuxlWYShr1RkwsN2h4FMwGGR09+sjrjuqS+RrADsYamuaDpJiUsGGQKnviNtR6Hd59LNUuTMdo3NtbFeuXEliYmKl7VJTU0lNLX/xuZqwevVqUlJSKgwA5+fnA2CakfmkpmmG51flKdlXm7VtT1atAOzXX3/NkSNH6N+/f3hbMBjk888/57nnngvXqkpKSiIpKYkuXbowZMgQUlJS+O9//8v1119f4bnj4uLo3LkznTt3ZsiQIXTp0oVZs2bx85//nBYtWgCRdbE8Hg8dO3Zkz5491b1nZsyYwdChQ/npT39areM+/vhjYmNjw68XLFhQ7WufazRGldMYVY3GqXI1PUbDunUjde1aBldQBL2jtyOXcikrFq0AII3Qe/S8g/MA2Fu4F4A88khwJJATPJH12tf4Ds/sHcHzxjQOt2vHhnnzarTvFdHPUeXOZIxKJkQiZwvNbTW3rS6NUeU0RpXTGFVN9Map/A+25u2oynz0xLF5hBZGPHjy+XbVzrwW9LNUFac7RvVhXmvZNtYpFqSqqWsADBo0CIfDwbRp05g2bVqNnHvPnj0cP36cPXv2EAwGWb16NQCdO3cmPj6e999/n8OHDzNkyBBiYmJYsGABv/3tb/nJT34SPseKFSuYOnUqn3zyCa1atWLo0KGkpKRw00038fDDD+P1enn55ZfZuXMnl1xyCQDz5s3j8OHDDBo0iPj4eNavX89Pf/pTLrjgAtq3b18j93Y6qhWAHTNmDGvXro3Ydsstt9C9e3d+9rOf4XCUrZtSktZc3SizZVnhYwYMGIDH42Hz5s0MHx4qaO33+9m1axft2rU71WnKdf755/Od73yH6dOnV+u48ePHk5iYiN/vZ8GCBYwbNw6Xy1Xt658LNEaV0xhVjcapctEaI3PZMli7FmPpUlpMbsFBTnxd4w9j/8CPzv/RKY8v8Bfwo02hNjnBHFrRiv3spy1tab1zGOO7fkzilhwca9fSftKkGut3efRzVLmaGKPs7Owa7pVIdGluq7ltVWmMKqcxqpzGqGqiOU65u7/Aytsbfv21STjztSoWbvpX+PmAcpLtHGYccd0vP6M+VoV+lip3pmN0rs1rq5oBWx0PP/xwRFmAfv36AbBw4UJGjRqFy+Vi5syZ3H///di2TefOnXn66ae57bbbwsfk5+ezefPmcEZykyZN+Oijj3jwwQe56KKL8Pv99OjRg3fffTdca78kKHv//ffj8/lo06bNac2Talq1ArAJCQn07NkzYltcXByNGzemZ8+e7NixgzfeeIPx48eTmprKvn37mDFjBl6vl0ml/nHdvXt3nnjiCa688kry8vJ4/PHHufzyy2nRogVHjx5l5syZ7N+/n2uuuQYILUJw55138sgjj9CmTRvatWsXLspb0qa6Hn/8cXr06IHTWfUhcLlcEb+4J7+WsjRGldMYVY3GqXI1PkbFQYHWe/YwjNG8xVsAPDb6MX58QeUFzAutQhw4CBIqsLWf/cQQwxSmsGxbO1K2heocOjt0qLX/t/o5qtyZjJHGVs42mttqbltdGqPKaYwqpzGqmmiMkyuQC54Ugv4MAIYF7Gpdw3DAkJjQYl5W3v6IfQ4zDtubXKv/b/WzVLnTHaP6MK6WFXpE+xoQnQzY2bNnM3v27Ar3T5w4kYkTJ57yHKNGjQrVqi1l4MCBzJ8/v8JjRo8ezZIlS6rV19pQrQBsZWJiYli8eDF/+tOfyMjIoFmzZowYMYIlS5bQtOmJAoKbN28mKysLAIfDwaZNm3j11Vc5evQojRs3ZtCgQSxevJgePXqEj/n973+P0+nkxhtvpKCggMGDB/Ppp5+SkpJyWn3t2rUr3//+93nppZfO7KZFRBqqYcMImiaNjx/nkl3xfNI+mUwy+WjTRzw44sFKD3eaTmKMGPLsvPC2OOLw4OGdNZNJtHIo+s61eF56Ppp3ISJy2jS3FRFp2GzTqLxRKabpYKPho0fmMayToymGg4SOY2qucyK1KBoZsBLpjAOwixYtCj9v2bIl86pQx6909DomJoa333670mNcLhdPPfUUTz31VLX72L59+zIRc4AXX3yRF198sdrnExE5J6SkYE+dCrNnc/PsV/ny9r7MarmaLw5+gW3bGMapJ6xel5d/X/9vLvnnJeFtrWlNQnY2iTmherDuSeOhceOo3oaISHVobisi0nDFd7+MhZvn0L/ypuUa030KuevfwvYmQ3EWrTMQmhNbcQk100mRYmd7DViJZFbeREREzlXOZ54BwACmLikIb39m+TNVOn5Sl0k8POLh8OtjHMNvQqCkrmLHjjXWVxERERGRyozudl34uWVC1trXqnV8fI+riO9+Wfh1wGkTcNoQKKqxPorUtpUrV7JhwwYFX6NIAVgREalYQgIsXUrQMGl2wOLG1aHNf/3mr1U+xa9G/4otd28BYB/7mB7/NIv6dwIg/4EHarrHIiIiIiKn5HClhDNXa8r8nI01ej4Ry7Jr5QGhDNi0tDRmzpxZx3fdcCkAKyIipzZkCOavHqXb8a28+IGDtpmw8chGdmXuqvIpujTuwo/PP7Fw17Th+wg4HMR+9RWU+rqviIiIiEi0lc5gPV1JvaaW2bZk+ztnfF6RuqAM2OhTAFZERCpl/OIXFPbvj9cf5KFliQQJ8n8f/l+1zvGHi//Aznt3ArAlKZ8V/XsBUFS88reIiIiISG2J63dj+Hl1yxCUKB2EHeduQiDoP+N+iZQIWnatPEAZsLVBAVgREamcw0HMr38NwHXf+vD44e0tb7Ns37JqnSbWFRt+vq5LOwACmzbVXD9FRERERKrI9DbH9DYHTj8IW1o/Z6MzPodIXVAGbPQpACsiIlUzcSJZSUnEF/j48ca2ANz+1u3lrsRdnqAV5KGFDwHQilYM2rgntKNly6h0V0RERETkVNYa+QCYVs2cb0nB3po5kYg0OArAiohI1TgcJN53HwC3fh3EhYu1mWsxf22y6uCqCg/bkbGDf6z5B32f68tLX78EwI37utH3m28AiP3d76LedRERERGRkw3rNBnyDoVfVzcLtnT7ZTUVxRUpZllWrTxAJQhqg7OuOyAiImcP4wc/wPr1r+m0ez83pQ/nr6lfADD4r4PxP3Si5tXDnz7MSyte4ojvCDYnMmQ9eLg0MJ4fffAVBhC44Qacw4bV9m2IiIiIiADw5K43+UnHawBwBGxyv3mV+H43Vdg+59tQ0NU6KZ3N6XAxpvuUqPVTJJpWrlxJYmJiXXejQVMAVkREqq51a4ITJ2J++CHf/zrAXyeGNgesAD//38/ZkbGDz3d/zqFSmQQlBjGIq4+kcfkny2h58CA+rxfP00/X8g2IiIiIiJzwmyveZ9WeBXTKOkjQaeAIlC2vlfftP7EIhIKu5XyP2PQ2Z0zn8dHvrJxTLNvGqmK5tzO5BoQyYB0OB9OmTVMd2ChRAFZERKrF9cMfwocf0nPdOm6deCuzmAXAjC9nlGnbj340pSkj8s7jqnfn0W3LqwAETRPPf/4DzZrVat9FRERERE62/sASOsV1ACDoNMjd9D62LwPDsgk6DZw4y2S8Osw4bG8yAJtNPwNruc8iNUkZsNGnAKyIiFRPjx4AJOTm0sZqxVhzLP/jfySQQAtakEEG7WhHf/rTkpaYwSA3/Ps12u/ejWUYcMklOB54AC68sI5vREREREQEkr1NI14bvhyCJmAaAATMQMT+7Ukt6JqTDVaQhM7jFXyVqLAsG8uKcgaspQzY2qIArIiIVM9robpX+1u2BNNkOMPpS1+8eHHgAMDh94NhEHTChPnzab97N36vF9cXX0D//nXZexERERGRMj638gAYYcaVCbiWJ77HVdHukkitUQZs9CkAKyIiVbdtG4Hf/AYnsHTo0PDmeOLpsnkzSdnZxOXmMuqzzwDISE4mJTMTANe//qXgq4iIiIjUK++uLrvqu8OMAyBo5WF6m2MVHML0Ngdgs9MCK1irfZRzk2XZBJUB22AoACsiIlVj2wRuvx1nMMj2jh1Z37NneFfzAwe44V//KnNISmYmlsuFMWMGxhVX1GZvRUREREQq9emmf3JR9xsitgWtPBxmXKjOK6GSA12KQoGqbnYMCR1G1Xo/RaJJGbDRpwCsiIhUzT//iXPhQvxOJxvuvhuyswHo/9VXXDZ3LgB2hw4U5ubiTU8PHfPgg5h33w3Nm9dVr0VEREREynXX66FvZ320bhYz+twX3m4kdsQCEtsNByCwcx4JnSfVQQ/lXGbZNpYd5QxYWxmwtUUBWBERqVx+Pv7778cFrLniClYVB18B+q5eHX5uvPMO3t69IT8fPB5wOGq/ryIiIiIilbj/jQuJccXRMrkTt7e8CAAHHoCI4CvA+R0UfJWGTRmw0WfWdQdEROQs8Oc/40pPJzc1lQ/POy+8OTY3l5YHDoRerF0LvXsX74hV8FVERERE6r2S4CtAEB+bEpIigq8idcWybSwryo9SGbBpaWnMnFm2JrLUDGXAiojIqRUU4H/ySVzAguHDCTpP/NUx/uOPcVgWvt698ZSqCSsiIiIiUl89/F75axNsTWhayz0RqR+UARt9yoAVEZFTe/11XJmZFDRrhv/qq8Ob2+/YQZ81a7ABz0sv1V3/RERERESqKcHbiARvo4htXY14TFPf4pL6IerZr8UPUAZsbVAGrIiIVMyyCP7hDziAVRdcwMatWwFw+P1cWrzwlnXXXTgGD67DToqIiIiIVM3sJQ8xue/dAHTKOlhmf/+242q7SyJ1Thmw0acMWBERqdhnn+HYvBnL6WRx167hzRd+8QWNjx/H16gRjieeqMMOioiIiIhUz5p9n5cJvjociar9KvWKMmAbFmXAiohIxeLjsQwDMxBg1MKFzJ84kcZHjzJ88WIAPC++CElJddxJEREREZGq6ZzaN/SkMC+8bXN8EwDOr4P+iNQHyoCNPmXAiohI+ZYvh7g4mPW30OsswLK4dO5cHJZFYMIEuOqqOu2iiIiIiEh1DO9S/vz1/A6TarknIqemDNiGRRmwIiJS1rPPwj33AJDRpAuP8Ayzd9/Ma6tuov3u3RS5XLhffBEMo447KiIiIiJSuc+3vAnAiK7X0KtU9qszYCj4Kuc8ZcBGnzJgRUQk0r/+FQ6+WqZJ46Nb2dg+jckXvsPETz8CwP3b30K7dnXZSxERERGRKnno3cvDz0sCsQDbk1qwuXHzuuiSSKUsqzayYEPXUgZs9CkDVkRETpg/H+vGGzGBvVdcwevnncdw2+bCmC+4/L13iS0ooLBbN2LuvbeueyoiIiIiUqnSwdeTdc06Tnyv79Zib0TqJ2XARp8CsCIiErJsGdaVV2IGg6zt1Yu3+/QB02Rvly7Er1pFn2+/BSDmb38Dl6vu+hkIwK5dcOgQHD4cftgHD0KjRhjXXQcdOoTaut3g9dZdX0VERESkzjz07mWc3z5UXiCr4CgjzLjwPjOuFXZddUxEzjkKwIqICGzYQGDCBJwFBezv2ZN3rrgCTJPGjRuzdetWeu3cicOyCPbpg2PYsNrrV1ERfPABpKeHXmdl4Xv6aTyHDpVpGq5G+7vfhbdZhoE1dizmgAG0y8rCOHwYRo6Ebt2i33cRERERqTO/n38zF3WfAkD/oqKIfQ4zDhtI6DimDnpW1udb3sQXKACgcXwLuhQGALC9yQBss3MB6N92XJ30T+pG6UWyonkNCJUgcDgcTJs2jWnTpkX1mucqBWBFRM51WVkUjBqFNzubY1268NYNN+BxOCgoKODYsWMAmMFgqG3zWqiRVVQEO3fC/PkU/eY3uI8ejdjtAfxOJzkJCeTGx5MXF0defDy5cXE0PXKErlu24Czur2nbmAsWwIIF9C19iUmTcD/2GPTrF/37EREREZFa9fv5N0e8XuV2lwnCGgWZtdehYgs3zyHBkwxA90I/GzwOAPqZSSwjFIDtlHUQq+QAXzoOVwpdgS2xMeRs+RCAoN8PwDd7/kdeIIvR3a6rxbuQhkglCKJPAVgRkXOc/fOf401P51ijRnwxfToZe/eWaRN0Fv918e23cOQING1a8x3JzsZ+/HGCf/wjzuJJpRvIiY/nQMuW2IaBbRjsaduWrwYNIlBBGQQjGMS0Q5/kNjp+nI47dtA0PZ0WDge+I0dot2sX7nnzYN48rMsvx3z0UQViRURERBqQ3q1HAfDVro+4veVFEfscpcoQ1IacHZ8AYOYc5nwgUHSErQlNCfozSCMlHIQd4m6OVVD2W14lOmUdBE8qli8dzOTw9oFGEst2vE8Py0NC5/HRvBWpZXYtZMDayoCtNQrAioicy/Lzsf/yFwxg0ejRrNu7l8GDB+PxePj8888BaNGiBVsLCsiJjyfh0CGs1q2xBg3C0bkzxne+AxdfHKq1erqCQfjb3wj+/Oc4jh3DCRS5XBxt0oRVAwawum/fEwHgcjj9fmIKC7ENg7y4OGyHg+J8Xdz9+rG8aVNM06R3796sWbOGlMOHGfH55/RauxbzvffgvffwX3IJrt/8RoFYERERkbPc/PWzw8+HdrwMCvMi9getvHAQNnf9W9ixjUnoMKrG+7Fsx/ukOVLA4cEI+gAImKHSAl1yjoT64s+gm58TGa/lCPozws8tX6gsVzCQCSTRKTcdvKmcl5cBca1YuHkOgDJipdqUARt9CsCKiJzLvF7s88+H5ctpu3s363r1Yvny5QCkpqaSnp5OYWEhPq+XOddfz8Xz5tF6/37MJUtgyRJ47TX88fE4Jk3CTEuDpKTQeZ1OmDQJOnYE24bFi2HVqhPXtSzw+8HvJ/DGGzjXrcMBHG3cmI/Hj2dr165gGMWncoYW3gKSkpLIysoK9e/wYS5cvJjzNm4MlxzITEpiXc+e5MbHhy/V3OlkQ+/e4dfHUlP571VX8fmIEeFArOuDD+CDD0IZsS+8AC1bRmvERURERCSKJvS4mSXb3wGgR3525QfYwXCWKtRMXdiFm+ewL2MzPRN6AqGgr2We+hizOLvVSO6CmXMYgG0JoYBYh8x97ExuTYfMfWWOKwnKWnn7we3GYTj4fMubBO2gArFnOStoYwWjXAM2qAzY2qIArIjIucwwcMyYAaNH03/VKpYOG0ZGo0a0adOGnJwcAHy+0Cf2B1q1YtZtt9Hs0CGapKfT6sABeq5dS0JuLvz732VObd97L0VpaZCdjWfPngq74AQKPR6WTpzIF716EZeSAsXXBggEAsTFxZGXl0dWRgbtd+1i0MqVpG3ceOJahoFh2yRnZTH8yy/LXKP75s2sP//8iG3HUlN55+qrw4HYnuvWYb73HlZ6OubixeBwVGsoRUREROTsELROZMWaJGPl7T+RFbvhHQCsuCaYuYexYxuH25Zkyn6x9S0+2/JmxDlzfZkADOt0BfExKbRO6UawKDL7tjxfuUJzzvMJBWGNnMPEp01m9d5Pw22M5C5AATuTWwPQ5njZQCyEFhv71uOlj68AM74tOTsXRSW7VxoeZcBGnwKwIiLnulGj8I0ejWfhQkYtXMh/r7qKvaXqwObn50dknh5u3pzDzZuzvlcvFowbR+t9+2i3axfJmZm4imu3JuTk0GHXLjzr1gGhRbO2d+tGkRn66N8bE0OL9u3Zf+QI2XFxLOzRg4K4OJo1a8bhw4cjupeckUGvzz6jzd69tDxwgLj8/PC+4JVX4njwQYz+/aGwEN56C3v+fAgGMQwDOzsbY+5cOm/bRt78+awpzmxNTEwkOzsb27bDGbFfDh/O92fNwrN0KTz3HNx7b/TGXERERESiZlinyeTsXIRF5RmwVt7+yA12MBSgzc4OlbXKjSxZsLqcylslwdeqMuPbYmYfYJnnRHbjCus4Y7pPCb/u2yaydm3fknY757E1rjEQKPfcfXyhxbys3D2Y8W3J3ruUxDZDq9U/qR9sG+xT1aeooWuAMmBrgwKwIiKC56mnYMAAeq9dy6r+/dndvn24BAAQDr62bNmSAwcOhLfbpsn+9u3Z27ZtxPmSk5Nxbd5MSkYGtmGwr3VrCuLKLngw7r77WLBgAe3atSM7O5ujR4+G95mBAEOWLWPUokW4AicmmP7YWJzf+x7Gj36Eo2fPEyfzeuF738P43vfCmwyAP/0J7r+fHq+8wuK77uJYcjLZ2dm0adMmItB8pFkzFowfz6Vz5+J78EE8N998oqSCiIiIiDRopbNiK9rnMOPoVZjH2pg47m47Kbx/xtZ/AjC9yw2hDUVF5Z5nZ3JrOgVO1CJIimnMwPYTq9XP8ztMYtm2D6rWOFiEESy/LyKlKQM2+hSAFRER6N8f69prMf/9b25+9VUCDgc5CQn8td2t5MXEM5GP2NK1K7ssi9Zt27Jv34mvPVlW2Y9lMzMzoVkz0ps1A8DlcuExzXA5gxLbtm0DYPfu3RiWRedt2+i4fTut9+2j+aFD4dquwWHDcFx/PQwahKtPH4iJqfq93XMPRW++iXvJEi5/+21m33wzSY0aRQRfS6zq35+hS5bQ+PhxeOcduOmmql9HREREROqNhA6j+GrXRwBYxWmE3XKP4gyEkgwCThsjsSN29o4qn7MkENvrpIW9woHXCpje5gB08gXY7nGGs1sHVvnKkQa0G8+89fOq3D5ny4ckdL34NK8mdcWybCwryjVgLdWArS0KwIqICADmn/9M3rp1xG3YgDMYJCUzk2PxjenlWMeQ3csZsnw5QdMkKymJIrebAq+XFYMHc7RJE0zTLDcQaxkGufHxlHzubhgGzsJCmh86REJODglLl9IpN5f4nBza7d5NcnGmbYmClBS8f/wjjqlTIzJyq3djJsbs2fj79KHtnj0MXbKEJcOHA9C1a1e2bNkSbmqbJkebNAkFYCvIXBARERGRs8PA9hNZsbNsoNJ2ujESWwFgJHbEzD1RAuvkTNjS+0+VJVtia0JTALo6Qt+kMgI+tjpCZbr6tx0XLiVQE8y4NpgOAyu3/PUWrIJDmJ5Utns9NXpdaXiUARt9CsCKiEhI8+bErV8fqqV68CAcPMgV6Z1peXQN9vI4Aq+/jquggEYZGeFDOuzaVelp/U4na3r3JichgZjCQnqvWUNsQUG5ba3kZIzrrsO48EIYPBhvx46nH3gtrX171t16K/2ee47RCxeyrUsXjjRrFhF8LeEpydJV+QERERGRs975HSZVuC979xcAWPHNMHMPY8U3w5EXKollxTWJaGvFN6NkVlo6a9ZI7IhZfMy2hEQo9ZX/ktqr/c/4Lk6Pw4wDfz6d/fmVN5Z6RxmwDYsCsCIiEikmBjp0gA4dCE0Zx8KtY3G98AIcOAC7doHPh71gAUWzZuEMBgkEAqFFr2wbh8MRyoa1bdy5ubgCAQasWhVxicKUFIwuXXC3bYvRujW0aAGdOmFOmhSq5RoFe8aMoefWrbjmz+ey995j1g9+UG5wNxyA1SfAIiIiIg1aYrvh1T4me/cXOBwn5okWEJ82GaDWs0zj2w2ncO/nOAI2QWfZeW3QyguXPxA5FWXARp8CsCIiUjUOB7RpE3oAxtixeH73u9Cuio4JBrGffx42bAhvMoYOJWbKlND5apNhwEsvUdS5M63376frli1s6datTDMFYEVERESkIqcTtI0mIyu0NkNFQVgj4CuzTc4OVtDGCkY5AzaoDNjaogCsiIhEj8OB8aMf1XUvTmjRAtf998OTTzJy0SK2dO1aJgv2f43H0jj+GOcntSahjropIiIiIlIV8f1uImfHJwCYgJW3P7zPEbAhcJz4flpYVk5NGbDRZ9Z1B0RERGqT8cMfAtDy4EHi8vJo3bp1eJ9tw/U7/sXYvZ+QkdC2rrooIiIiIlJtpYOvAEGngW3WwHoKUidKasBG+wGhDNi0tDRmzpxZI33ftWsXt956Kx06dMDr9dKpUyceeeQRikotdFxYWMjNN99Mr169cDqdTJ48uUrnfvzxxxk2bBixsbEkJyeX2+aee+5hwIABeDwe+vbte+Y3VAOUASsiIueWzz4DICM5mbzYWPL27QvvCgQcWFaoNILW4BIRERGRs4IVrHCXaSkAK5Wr6QzYTZs2YVkWL774Ip07d2bdunXcdttt5OXl8dRTTwEQDAbxer3cc889vPXWW1U+d1FREddccw1Dhw5l1qxZFbb7/ve/z/Lly1mzZs0Z309NUABWRETOKYEXX8QJfNO/P5iRXwRJ9GWT442nwO0lMeEIoAmriIiIiNRvRs7Bcuu/AnybmMCwWu6P1IzSGarRvAbUfA3YiRMnMnHixPDrjh07snnzZl544YVwADYuLo4XXngBgC+//JLMzMwqnftXv/oVALNnz66wzTPPPANAenq6ArAiIiK1btMmnEuWYBkGq0/6KkpSUhLmsWPEF+ThtgIY+rqWiIiIiNRz2XuXQpOukLm1zL71sarpKVVTGzVgs7KyaNSoUVSvUZ8pACsiIucM45VXANjapQs5iYnExsaSn58PQEFBAY19oVVirfj4OuujiIiIiEhVOY7vBCBQzgo/Bf68Wu6NnK2ys7MjXns8HjweT42df9u2bTz77LPh7NdzkRbhEhGRc4Lh92MVB2C/6d8fIBx8hVAtoYTiiUdQAVgRERERqedW7vqQtQkJrE1IKHe/y3TjMt213CupKbZl18oDoE2bNiQlJYUfTzzxRLl9mj59OoZhnPKxadOmiGP279/PxIkTueaaa7jtttuiPm71lTJgRUTknNB85UrcmZnkxMezpUuXiH1JSUnkp6cz/IsvAPBefHFddFFEREREpFrOy8sod/vm+CbE1HJf5Oy1d+/eiBIEFWW//t///R8333zzKc/VsWPH8PMDBw4wevRohg0bxksvvVQjfT1bKQArIiINnrFkCb1ffhmA1X37YjscADidTgKBAPnp6Vz/z3/SZt8+/DExuH7847rsroiIiIhIpc6zyg+Smd7mQACA8ztMqsUeSU0qnaEazWsAjBkzpkqLcKWmppKamlqlc+/fv5/Ro0czYMAAXnnlFUzz3P4SvgKwIiLScH35Jb5f/ALP55/jBI40bcqXw4cTFxdHXl4egUAAV1ER1//zn3TYtYuimBjcn3wCJ2XIioiIiIjUF3lbPgw9yT+MaYJVKq4VCr7CeUEnCZ3H10Hv5GxU04tw7d+/n1GjRtGuXTueeuop0tPTw/uaN28efr5hwwaKioo4fvw4OTk5rF69GoC+xQsmr1ixgqlTp/LJJ5/QqlUrAPbs2cPx48fZs2cPwWAwfEznzp2JLy4lt23bNnJzczl06BAFBQXhNmlpabjddVOWQwFYERFpeL78Ev+DD+L67DM8QNA02TtmDG/164cvJgZfXmhBAufJwddPP4WhQ+u27yIiIiIi5cjZuQjDlxOxrbzgK6DgawNQmxmwgwYNqlIGbFUtWLCAbdu2sW3bNlq3bh15TfvEPU2aNIndu3eHX/fr1y+iTX5+Pps3b8bv94fbPPzww7z66qtljlm4cCGjRo0C4Ac/+AGfffZZmTY7d+6kffv2Z3x/p0MBWBERaTi+/BLr4YcxP/0UF6HA6+q+ffly5EjajRxJ/po1YFnh5pe9/z4ddu0iqOCriIiIiNRTy3a8T4E/lEAw0NOcYPYeIAnLPLGyuukJfS18s9NiYPuJddNROWvVdAbszTffXGmtWIBdu3adcv+oUaMiArYAs2fPZvbs2ac8btGiRZVeu7YpACsiImevggLYswfWraPo2Wdxf/YZJqHA67d9+/L5hReSlZJStt6QbZOSkUHvtWsBMBMSVHZAREREROqVr3Z9RLeASQ88WEWhxbasoj0VH2AFAaN2OidRZ9tgW5W3O9NrQM1nwEpZCsCKiMjZ49gxgg8/jLV8OezahevYsfAuN8UZr/36sXj4cLJSUiIOtSxwHLEYuG0ZA77+mqal6hAZ6en427bF9fLLcMMNYGjiKiIiIiK164utbxEfk0KnAh+GFaA7YDvLX2irxFeu0OKyA33pbE1oSldHEit2ztPiW1ItNZ0BK2UpACsiIvXHkSOwahVkZEB+PqxaRfDzzwns3o3n7bcpvOkmYg4cwFHqkCKXi6NNmrC3TRuWDh1aJvB67FgKS5dewB/+0JORMfCLw48CEHA4ICkJ5/HjALgKCuB73yNw5504rr8e45prYNy4WrpxERERETnXfLXro4jX6bn76VWYR0nSo8MVmtdaBYfKPd4RsKE4PpvUayoDgZwdn2CaJh+um0WcO5ERXa+JUu8l6mqhBixRqgErZSkAKyIi9cNnn+GfMAGXzxex2VH8sH75S2IOHADg3csv53CzZmQmJ1MQGxvOWDWCQcxgEK/fT3J6OgO+/prnj9zFVwcGALDMGk3RuIm4LhqJ8847ISkJXn+doh/+EHduLgDO3Fx4+eXQ4+234cora20IRERERKTh+O83z4Sfd2jSk8PZJ8oHTOhxM93z8ghaeeFtXZzJEceXZL+a3uZ8FTxO/6KiUNAVFwBxvW9gjMsVcUxCxzEc/PYFjuTsoUl8a95dPROnw4VpOLi45601fIfSUCgDNvoUgBURkbpl2/CXv+C/5x5cgQAZyclkJicTdLnIbN6cfY0bc/ncuZjLl7OU80nokIsjGKTJ0aM0OXqU+Nxc+n3zDSkZGTiDwTKnf7DJb9k99vsMv3AFP/nJINyxH0Y2uPFG3JdfjvX44wRmzcJdnBELgMOBiIiIiEh1fbD2Jdo1Po/dxzaW2Tcstj05Oxfxjcuij6+cgwkFXQHWGvn4AoUArHK7GRiXSmybEbBnXoXXvqzPXeHnH66bhWWXnSNL/WfXQgasrQzYWqMArIiI1J38fPzf+Q6u+fNxAZu7duU/115LwOmk9Z499Fu9mvMOH+Z4YiJ5BXGcX7ASx06bnjs3VHrqQJMm2IMG0f6RR/igv828eemclCBwQlIS5pNP4n7yScjOhjVrIC4O+vWr0dsVERERkYbvg7UvAXAwayftGp+HaTjo5Lfp5G0TalAqIPqtxwuAaZxYNLaPszHfBo5hmqFkgNHdros4v9/vr3JflPUqVaEM2OhTAFZEROqG3491zTW45s8n4HDw1TXXML9rVzBNOm/ZwnffeCMio7UJoczUQJcu0KoVmCamw4FtmjguuwwuuQQSE8E0ISYGZ0xMxLWqLDERhg+vqbsUERERkXNI9u4vuDAxLfzaztqBGd8WDCICr98EQnPbimq0ajYqyoBtWBSAFRGR2mfbBG+7Dce8eQTdbubccgvbW7QAoMuWLVxbHHy1Ro7EnDLlRCmALl1wXnhhHXZcRERERKR8y3a8T5ojckFYI7EjNrCyYDdjuk8Jbx9Ry30TORVlwEafArAiIlLr7F/8Aserr2IZBu9ef304+Nq5VPDVf/nluP7zHyquGyAiIiIiUj98sukfDA7GAIfDC2sZiR2BssFXkapQBmzDogCsiIjUKvvPf8aYMQOAjffdx9qkJABSDx8Olx2wvvMdXHPmKPgqIiIiIvXeJ5v+AcByRyED/aEyA6vcbuKsbPKKshV8lXpPGbDRZ1beREREpIa8/Tbcfz8An1x0EXObNQvvuujTT3EGgwQuughTwVcREREROQu89PlPSfCkkOBJIc59IoBV8vzkBbREqsq2aucBoQzYtLQ0Zs6cWbc33YCdUQB2xowZGIbBfffdF952xx130KlTJ7xeL6mpqVxxxRVs2rTplOd59NFH6d69O3FxcaSkpDB27FiWL19eblufz0ffvn0xDIPVq1dH7Hv55Zdp164d/fr1izh+0aJFGIZBjx49CJZa0AUgOTmZ2bNnV+u+RUTkNCxbhnXDDRi2zf7LL+fATTdRWFgIQPODB+m+eTOWYeCcOVPBVxGpE5rbiohIdbz0+U/Dz7vmH6V7QQa2CaYnlfP8Bud3mFSHvROpupUrV7JhwwaVH4ii0w7Arly5khdffJHevXtHbB8wYACvvPIKGzduZP78+di2zfjx48tMDkvr2rUrzz33HGvXruWLL76gffv2jB8/nvT09DJtH3jgAVq2bFlm+549e3jyySeZM2cODz74ILfcckuZNjt27OC11147jbsVEZEzYtvkX3UVps/Hnj59mH/JJezYuTO8e+SiRaFm114L3bvXUSdF5Fymua2IiFTHGyt/R5K3CT1bXUDAKiLoNAg6DRyu1LrumjQQtm3XygOUAVsbTisAm5uby5QpU3j55ZdJSYlc4e/2229nxIgRtG/fnv79+/PYY4+xd+9edu3aVeH5brjhBsaOHUvHjh3p0aMHTz/9NNnZ2axZsyai3YcffsjHH3/MU089VeYc2dnZJCcn07t3bwYMGEBBQUGZNj/60Y945JFH8Pl8p3PbIiJyurZsIfbAAYIuF/+75Rb2HjxIo0aNAGh6+HA4+9Xx6KN1208ROSdpbisiIqdr7/HNdAvkhF9vdNlsdNkkdL24DnslUj3KgI2+0wrATps2jUsuuYSxY8eesl1eXh6vvPIKHTp0oE2bNlU6d1FRES+99BJJSUn06dMnvP3w4cPcdttt/P3vfyc2NrbMcT179qR3794kJSXRo0cPHnvssTJt7rvvPgKBAM8++2yV+iIiIjVkwQIA9rZpQ8DrBSArKwuAwfv3A2BNmqTsVxGpE5rbiohITdlzfBN7jp+6VI2InHuc1T1gzpw5rFq1ipUrV1bY5vnnn+eBBx4gLy+Pbt26sWDBAtxu9ynPO3fuXK677jry8/Np0aIFCxYsoEmTJkAo7frmm2/mzjvvZODAgRVmHMyaNYsnn3yS2NhYvMX/wC8tNjaWRx55hF/84hfcdtttJBWvvF1Vfr8//Ch5LeXTGFVOY1Q1GqfKnQ1jZM6fjwM40KMHhw8fJikpiZycHEzTpM369aFGl10WtXs4G8aortXEGGl85Wykua3mtlWhMaqcxqhyGqOqOVvGqUvqQDpkhBIJioKw1ZkAQPOEBA5l7Yxq/8+WMapLZzpG9WFsbcvGtuyoXwNCJQgcDgfTpk1TFmyUVCsAu3fvXu69914WLFhATExMhe2mTJnCuHHjOHjwIE899RTXXnstX3755SmPGT16NKtXr+bo0aO8/PLLXHvttSxfvpymTZvy7LPPkpOTw89//vNK+9i4ceNT7r/11lv5wx/+wO9+9zt++9vfVnq+0j7++OOIDIUFxRldUjGNUeU0RlWjcapcfR0jIxjk4k8/xQH4R4ygd5cuEfuTDx4E4HO/n5x586Lal/o6RvXJmYxRfn5+DfZEJPo0t9Xctro0RpXTGFVOY1Q1Z8M47aX8D75cdGTegejOa+HsGKO6drpjdK7Na1euXEliYmJdd6NBq1YA9uuvv+bIkSP0798/vC0YDPL555/z3HPP4fP5cDgcJCUlkZSURJcuXRgyZAgpKSn897//5frrr6/w3HFxcXTu3JnOnTszZMgQunTpwqxZs/j5z3/Op59+ytKlS/F4PBHHDBw4kClTpvDqq69W/YadTh5//HFuvvlm7r777urcPuPHjycxMRG/38+CBQsYN24cLq3UXS6NUeU0RlWjcapcfR8jY9kynPn5FHi9LM7Lwy5VA7FpUhJGce3CC8ePhw4dotKH+j5G9UFNjFF2dnYN90okujS31dy2qjRGldMYVU5jVDVnwzh9u28hnTIPUeQxIrY/t/k/ADx86X+iev2zYYzq2pmOUX2Y19oWtZABG/qvMmCjr1oB2DFjxrB27dqIbbfccgvdu3fnZz/7GQ6Ho8wxJauqVXdxAMuywsc888wzEXWvDhw4wIQJE3jjjTcYPHhwtc4LcM011/D73/+eX/3qV9U6zuVyRfzinvxaytIYVU5jVDUap8rV2zFatAiAne3bEwSwrPCuuJUrcQaDBFJTcXXuDOZplSavsno7RvXImYyRxlbONprbam5bXRqjymmMKqcxqpr6PE7dC/LBk8jO+DjaFRwKb7cIfW29tvpdn8eovjjdMTrXxlUZsNFXrQBsQkICPXv2jNgWFxdH48aN6dmzJzt27OCNN95g/PjxpKamsm/fPmbMmIHX62XSpEnhY7p3784TTzzBlVdeSV5eHo8//jiXX345LVq04OjRo8ycOZP9+/dzzTXXANC2bduIa8bHxwPQqVMnWrdufVo3PmPGDCZMmHBax4qISNX5P/oIF7CjY8fwNpfLRVxcHP2++QYAxzXXRD34KiJyMs1tRUTkTJQOvgL8ouP3eC2j4priItWhGrANS7UX4TqVmJgYFi9ezJ/+9CcyMjJo1qwZI0aMYMmSJTRt2jTcbvPmzeHVrx0OB5s2beLVV1/l6NGjNG7cmEGDBrF48WJ69OhRk92LcNFFF3HRRRfx8ccfR+0aIiLnvNxczOXLgcgArN/vp+DgQbptCq0Qa9x2W510T0TkVDS3FRGRk63YOQ+8bjoVHYvYvtvbHLwwOGVSBUeK1F/KgI2+Mw7ALir+ailAy5YtmVeFBVRs+0QEPyYmhrfffrta12zfvn3EOSozatSoctvPnz+/WtcVEZFq+uQTHMEgGcnJZDRqFLGr+aFDOINBfC1b4unbt276JyJyEs1tRUTkVHpkHqMwtuz2QNCP0+Gif9txtd8paaCsE0Vao3kNlAFbG2o0A1ZERCQsGKTg17/GC2w87zwwIhcp8BTXVbJiy5nBioiIiIjUQ8EmnSF/W7n7AkF/LfdGpGYoAzb6VHBPRERqXlERTJ+Od9UqilwuVpRaVCY5Obm4SREApmq/ioiIiMhZIHfDO5g5h+u6G3KOKFn4M9oPCGXApqWlMXPmzDq+64ZLGbAiIlIzbBsWLMB++WX8H32EOzcXgA8vvpis4qBrfHw8mZmZNGnShLjDh4sPi25heRERERGRM/HCovsZ3HESxMfRNTevzH630YTzlPwqZzFlwEafArAiInLm1q7Ff889uBYtwgDcQE58PMuGDGF1v34ANG/enNatW3Pw4EH2799PfF5o8upy6q8iEREREal//rn8cQAcZmi+2q7gED5H2XZF9lHcRhPm52zkai6uzS5KA2ZbFrYV3RqwJedXDdjo0796RUTk9KWnYz/0EPZLL+GybQIOB18PHMiGtDT2tm6N7TgxQ01ISOCrr74Kv3YGAgAUBQJ4a73jIiIiIiLl+3DdrDLb2hUcOuUxT6x/FoCrB/w4Kn0SiSZlwEafArAiInJ68vMp6NIFb1YWBrA+LY3/jRtHZkoKAI0aNeL48eMAtGjRgszMTDp27MiOHTvAsujz7bcAeAYMqKs7EBEREREJW7FzHsfyDnKh2RiAdalNAejizzzlcX/c+AamoXUNpGbZtoVtRzkD1lYGbG1RAFZERCoXCMCrr1L02GPQoQPu+fNhzx68WVn4nU4+feABlrndEYccP36c9u3b06JFC5YuXQpAXl4eLffv58r//Y8mO3diGQbmvffWxR2JiIiIiJTROK4FG4BORcfoWZiAz5FTYVtPkZulDh8ju17LZ1v+XXudFKlhyoCNPgVgRUSkYrYN//kPwQcfxLF1K26AXbvYcetvODZoEoOAYGoqh7t1w71/P0VFRRGH79q1i127dnHZZZexbflyRnz0Ec3eew8DsOLjMZ55BoYMqYMbExEREZFz2U//c1H4+e+v/rTcNuUFX7e7GzN3zYsAPNDxhvD2xybPreEeyrnOtu2oL1hccn5lwEafArAiIlK+48expk7F/OADHEBhfDzpw4bR4pNPePGNWBb+3eQV13l4EoLs3Lmz3FNMuvBCst55h8Y//jFpy5YR4/MBELjuOpxPPw0tWtTiDYmIiIjIuW7WFz9n06Hl4dfTe93Csc1/B6BTOe09djI+IxMIBV9L++22V0P/vXJeVPoqUluUARt9CsCKiEhZK1cSvOoqHHv3EnA4WDpyJBm33ELv4cP526xZ/Pv175KXF8eUlv/kyivfDR+WmJVF75wcmm/fTpfDh3H+6leYpT61LerWDfdLL+EcMaIu7kpEREREzlGzvvh5+PmkXreHn68BeuMv95jd3uZ0zS9khT/0La/GxRW38ouyAXjqmoXR6awIYFsWthXlGrCWasDWFgVgRUQk0jffEBg6FGcwSFGbNqz+5S/Ja9uWjMOHefXVV8Hp5K673qSgoACAZocO0X/VKrpt2kRSdnaZ0xU0b4732mvhqqtwX3ABOBy1fUciIiIicg4rHXwtUV7Q1RGwCToNIBR8BdgSG0Mz2nI4ew/H8g5ycc9bOb/DpOh2WKSWKQM2+hSAFRGRCNbDD+MMBtnRoQP7//xnPl21Cg4eDO93u90UFBSQcuwYF336KT3Xrw/vsx0OrN69MYcPxxg+HC64AG+rVnVxGyIiIiIiAGxP/5ZOqX0AmJyaBhVkvEIoCOs0QoGo/m3H1Ub3ROQcoACsiIic8M03mHPnYpsmy6dOZcuqVbRs2ZIDBw6EmwTy8xmzaBFDlyzBYVnYhkHwyitxfv/7GCNH4oiPr8MbEBERERE54Rf/DWWrHs8rTihITYvYH1N44ttZtuXHMF3E9ZlM/1rroUj5tAhXw6IArIiIhNkzZ2IAm/v04UBCAuTmRgRfAa549116r10LgHXxxZgzZuDs3bsOeisiIiIicmopsU3Dz7/ffswp28b3uyna3RGpl1SCIPrMuu6AiIjUH4Gvvwbg2y5dyM3NJTU1NWK/p6CAnuvWhV688QbmvHmg4KuIiIiI1FMZ+YeBioOvljeFuD43ENfnhtrslkjlbKt2HoQyYNPS0pg5c2Yd33TDpQxYEREJK8rKwgWYxathpqenl2ljGwbYNjRtWmafiIiIiEh90im1b4X71uACOws2z2F0t+tqr1Mi9YwyYKNPGbAiIhIWe/nlAIz87DOMYLDMfp/Xy6YLLwSg6I47IDe3VvsnIiIiInI6PEXuMtt6n2IxLpG6ZttWrTxAGbC1QQFYEREJMx56CF9CAk3T0+mxfj0AcXFxEW0+HDSIvPh43Fu2YE2dGsqGFRERERGph5omtOW6hF743EXl7n939bO8tuh33PJiv1rumUj9sXLlSjZs2KAFuKJIAVgRETmhcWM8P/kJAH1XrwYgLy8PgJSUFGJjYxk6eTJvTZlCwOHA/O9/4d//rqveioiIiIic0mV97uLb+Fg2OxMqbJOUHMuOrccZ+ZN2tdgzkVOzLbtWHqAM2NqgAKyIiET67ncBaL9rF26fL7w5IyOD/Px8Fi5cSJ+77mLdFVcA4L/nHggE6qSrIiIiIiJn6puV++q6CyJ1Shmw0acArIiIROrWjWDHjjgsi2vKyW4NBoO88847fN6qFQCuI0dUC1ZERERE6q1lO+Yyb+1fK9z/9m2P8fZtj9Vij0QqZ9t2LdSAVQZsbXHWdQfOJtnZ2QD4/X7y8/PJzs7G5XLVca/qJ41R5TRGVaNxqlw0xsi+9FKMZ55h344EHn30fsAq0+Zq3uRGDIxhQzFNE4rfI+sj/RxVribGKLse/wyISFma21adxqhyGqPKaYyqJhrj9IPBT/ObudeQk1tQZt99nW8Kb3/1+gfPivmMfpYqd6ZjVB9+DgK+/Fq7xsqVK0lMTIz69c5lhm1r9ZTKFBYW0qFDBw4dOlTXXREREanXmjdvzs6dO4mJianrrohIBTS3FRERqVxdzWtr++/pxMREWrRogWmaTJs2TWUIokQB2CoqLCykqKj8VRNFREQkxO12K/gqchbQ3FZEROTU6nJeW5t/T2v+XjsUgBURERERERERERGJEi3CJSIiIiIiIiIiIhIlCsCKiIiIiIiIiIiIRIkCsCIiIiIiIiIiIiJRogCsiIiIiIiIiIiISJQoACsiIiIiIiIiIiISJQ0yAPvCCy/Qu3dvEhMTSUxMZOjQoXz44YcVtp89ezaGYUQ8YmJiwvv9fj8/+9nP6NWrF3FxcbRs2ZKpU6dy4MCBiPMsXbqUvn370r59e2bNmhXePmTIEO68886Itn/5y18wDIPZs2dHbL/55pu58MILz+DuT19NjxvAoUOHuPjii2nZsiV33303lmUBMH36dLp37x7RdtOmTRiGwc0331zmOh6Ph4KCgpq50Wqo7piUNmfOHAzDYPLkyRHbc3Nzufvuu2ndujVer5e0tDT+8pe/RLTZvHkzF1xwAa1bt+axxx4Lb7/uuuuYOHFiRNuPPvoIwzB49NFHI7Y/+uijtG3btuo3e5qiMUYAGzdu5PLLLycpKYm4uDgGDRrEnj17wvs1RifceeedGIbBn/70p4jtZ9N7Uk2Pkd63K1fRz9bZ/r4t0hBpbnt6NLctS3PbymluWznNbSunue3p0dxWGrIGGYBt3bo1M2bM4Ouvv+arr77ioosu4oorrmD9+vUVHpOYmMjBgwfDj927d4f35efns2rVKh566CFWrVrF22+/zebNm7n88ssjznHrrbfy0EMP8c9//pMnnniCvXv3AjB69GgWLVoU0XbhwoW0adOmzPZFixZx0UUXndkAnKaaHjeAhx56iIEDB/Lhhx+yY8cO5syZA4TGZPPmzRw6dCjctqIxWbhwIUOGDMHr9dbczVbR6YwJwK5du/jJT35S7l9cP/7xj/noo494/fXX2bhxI/fddx9333037733XrjN3Xffzfe+9z3effdd3n33XZYsWQKExu3LL78kEAiE255q3EaPHn0Gd1810Rij7du3M3z4cLp3786iRYtYs2YNDz30UMQ/gs71MSrx3//+l2XLltGyZcsy+86m96SaHiO9b5/+z9bZ/r4t0hBpbnt6NLctS3PbymluWznNbSunue3p0dxWGjT7HJGSkmL/9a9/LXffK6+8YiclJVXrfCtWrLABe/fu3eFtbdu2tXfs2GHn5ubaAwcOtNevX2/btm3Pnz/fBuyDBw+G2zZr1syeOXOm3a5du/C2HTt22IC9cOHCavUlms503K666ir7jTfesIPBoD1t2jR75syZtm3bdm5uru1yuex//etf4bbXXnutPWPGDDshIcHeuXNneHvbtm3tRx555Exvpcacakxs27YDgYA9bNgw+69//at900032VdccUXE/h49eti//vWvI7b179/ffvDBB8OvBwwYYC9fvtwuKiqyL7/8cvuDDz6wbdu2N2/ebAP20qVLw23PP/98e+bMmXZMTIxdUFBg27ZtFxQU2B6Px37llVfO8G5Pz5mO0Xe/+137e9/73imvca6PkW3b9r59++xWrVrZ69ats9u1a2f/8Y9/jNh/tr8n1cQYlab37ZDKxq0hvm+LNESa254ezW3L0ty2cprbVk5z28ppbnt6NLeVhqJBZsCWFgwGmTNnDnl5eQwdOrTCdrm5ubRr1442bdpU6ROWrKwsDMMgOTk5vO3hhx/mvPPOIykpiSFDhpCWlgbABRdcgMvlYuHChQBs2LCBgoICbr31Vo4dO8bOnTuB0KcqMTExp+xnbampcZs+fTo/+tGP8Hg8rFq1iqlTpwKEv3ZTMiYQ+qRtzJgxXHDBBeHtO3bsYM+ePbXySW5lqjomv/71r2natCm33nprufuHDRvGe++9x/79+7Ftm4ULF7JlyxbGjx8fcY6xY8cSGxuLaZpMmDABgK5du9KyZcvw+OTk5LBq1SquueYa2rdvz9KlSwFYsmQJPp+v1setJsbIsiw++OADunbtyoQJE2jatCmDBw/mnXfeKXOOc3WMIDRON954Iz/96U/p0aNHuW3O1vekmhqjk+l9O6SycWtI79siDZHmtqdHc9uyNLetnOa2ldPctnKa254ezW2lwanrCHC0rFmzxo6Li7MdDoedlJQU/gSxPEuWLLFfffVV+5tvvrEXLVpkX3rppXZiYqK9d+/ectsXFBTY/fv3t2+44YYy+3Jzc+3jx4+X2X7BBRfYt99+u23btj1z5kx70qRJtm3b9vjx4+2//e1vtm3b9o033miPHj262vdak6Ixbn6/P+KTthIPPvig3bVrV9u2bXv9+vV2YmKiHQgE7N/+9rf21KlTbdu27VmzZtkxMTF2YWFhDd5l9VRnTBYvXmy3atXKTk9Pt23bLvcTuMLCQnvq1Kk2YDudTtvtdtuvvvpqmXMVFhbaR44cKbN9ypQp9vjx423btu0PPvjATktLs23btm+//Xb74Ycftm3bth966CG7Q4cOp3W/p6Mmx+jgwYM2YMfGxtpPP/20/c0339hPPPGEbRiGvWjRoohznatjZNu2/dvf/tYeN26cbVmWbdt2uVkCtn12vSfV9BiVpvftkKqO29n+vi3SEGlue3o0ty1Lc9vKaW5bOc1tK6e57enR3FYaqgabAdutWzdWr17N8uXLueuuu7jpppvYsGFDuW2HDh3K1KlT6du3LyNHjuTtt98mNTWVF198sUxbv9/Ptddei23bvPDCC2X2x8XFkZKSUmb7qFGjwnVEFi1axKhRowAYOXJkxPa6/lQlGuPmdDpp3rx5meNHjRrFli1bOHjwIIsWLWL48OE4HI4yYzJs2DA8Hk+N32tVVXVMcnJyuPHGG3n55Zdp0qRJhed79tlnWbZsGe+99x5ff/01f/jDH5g2bRr/+9//Itp5PB5SU1PLHD9q1Ci+/PJL/H5/vflZqskxKimKfsUVV3D//ffTt29fpk+fzqWXXlpmQYdzdYy+/vpr/vznP4cXCzmVs+k9qaZ/10rofTukOuN2tr9vizREmtueHs1ty9LctnKa21ZOc9vKaW57ejS3lQarbuO/tWfMmDHhT3uq4uqrr7avu+66iG1FRUX25MmT7d69e9tHjx6t1vX/97//2YC9b98+OzU11V6+fLlt27b9xRdf2G3btrW3bdtmA/YXX3xRrfNGW02MW0Xy8/Ntt9tt/+Mf/7Cvvvpq+3e/+51t26Fxjo2Ntbdv3263adPGfuyxx06r79FS0Zh88803NmA7HI7wwzAM2zAM2+Fw2Nu2bbPz8/Ntl8tlz507N+LYW2+91Z4wYUKVrl/ys/Lll1/aAwcOtN944w3btkM1kzwej33s2DHb7Xbbr7/++pnf7Gk6kzHy+Xy20+m0f/Ob30Qc+8ADD9jDhg2r0vUb+hj98Y9/DL8ueQC2aZoRNZxO5Wx4TzqTMSqh9+0TqjNuFTlb37dFGiLNbU+P5rZlaW5bOc1tK6e5beU0tz09mttKQ+GsnTBv3bMsC5/PV6W2wWCQtWvXMmnSpPC2kk+Ztm7dysKFC2ncuHG1rj9s2DDcbjfPP/88hYWFDBgwAIBBgwaRnp7O3/72N+Li4jj//POrdd5oO9NxOxWv18vgwYNZtGgRn332GT/96U8BcLlcDBkyhFmzZrF37946/wTuZBWNSffu3Vm7dm3Etl/+8pfk5OTw5z//mTZt2lBYWIjf78c0I5PPHQ5H+NPxynTq1Ik2bdrw3nvvsXr1akaOHAlAq1ataNWqFX/4wx8oKiqq03E7kzFyu90MGjSIzZs3R7TbsmUL7dq1q9L1G/oY3XjjjYwdOzaizYQJE7jxxhu55ZZbqnT9s+E96UzGCPS+fbKqjtupnK3v2yINkea2p0dz27I0t62c5raV09y2cprbnh7NbaXBqOsIcDRMnz7d/uyzz+ydO3faa9assadPn24bhmF//PHHtm2H6ppMnz493P5Xv/qVPX/+fHv79u32119/bV933XV2TExMeMXAkpUoW7duba9evdo+ePBg+OHz+arcrxEjRtgJCQn2xIkTI7aPHj3aTkhICNf1qSs1PW5V8fDDD9sJCQl2QkKC7ff7I86dkJBgx8XF2UVFRTV3k9VU3TE5WXk1aEaOHGn36NHDXrhwob1jxw77lVdesWNiYuznn3++yv2aOnWqnZCQYHfv3j1i+y233GInJCSE69jUhmiM0dtvv227XC77pZdesrdu3Wo/++yztsPhsBcvXlzlfjX0MTpZRXWyTqU+vSfV9BjpfbvmfrZOVt/ft0UaIs1tT4/mtmVpbls5zW0rp7lt5TS3PT2a20pD1iBrwB45coSpU6fSrVs3xowZw8qVK5k/fz7jxo0DYM+ePRw8eDDcPiMjg9tuu43zzjuPSZMmkZ2dzZIlS8IrBu7fv5/33nuPffv20bdvX1q0aBF+LFmypMr9Gj16NDk5OeFaKyVGjhxJTk5OnX+qUtPjVhUlY3LBBRfgdJ5IyC4Zk+HDh+NyuWruJqupumNSFXPmzGHQoEFMmTKFtLQ0ZsyYweOPP86dd95Z5XPUp5+laIzRlVdeyV/+8heefPJJevXqxV//+lfeeusthg8fXuVzNPQxqgkNeYz0vh29n636/r4t0hBpbnt6NLctS3PbymluWznNbSunue3p0dxWGjLDtm27rjshIiIiIiIiIiIi0hA1yAxYERERERERERERkfpAAVgRERERERERERGRKFEAVkRERERERERERCRKFIAVERERERERERERiRIFYEVERERERERERESiRAFYERERERERERERkShRAFZEREREREREREQkShSAFREREREREREREYkSBWBFREREREREREREokQBWBEREREREREREZEoUQBWREREREREREREJEoUgBURERERERERERGJkv8HjYLJtJHqGzMAAAAASUVORK5CYII=", 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", 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" ] @@ -498,15 +507,15 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 19, "id": "11fb2f8f", "metadata": {}, "outputs": [], "source": [ "from bluemath_tk.topo_bathy.mesh_utils import adcirc2DFlowFM\n", "\n", - "path_grd = f\"/home/grupos/geocean/faugeree/BlueMath/toolkit/outputs/{site}_mesh_adcirc.grd\"\n", - "path_nc = f\"/home/grupos/geocean/faugeree/BlueMath/toolkit/outputs/{site}_mesh_net.nc\"\n", + "path_grd = f\"outputs/{site}_mesh_adcirc.grd\"\n", + "path_nc = f\"outputs/{site}_mesh_net.nc\"\n", "cleaned_mesh.write(path_grd, format=\"grd\", overwrite=True)\n", "adcirc2DFlowFM(path_grd, path_nc)" ] @@ -514,7 +523,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "bluemath-stable", "language": "python", "name": "python3" }, @@ -528,7 +537,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.13.1" + "version": "3.13.5" } }, "nbformat": 4, From cbed1376338533055d17046652a03cddffdb452f Mon Sep 17 00:00:00 2001 From: Javier Tausia Date: Wed, 3 Sep 2025 08:18:02 +0200 Subject: [PATCH 02/31] [JTH] add extra boundary conditions generation for Santona example with schism --- .../extra/Boundaries&Wrapper_Santona.ipynb | 430 +++++++++++++ toolkit/mesh/extra/templates/bctides.in | 5 + toolkit/mesh/extra/templates/elev.th | 206 ++++++ toolkit/mesh/extra/templates/param.nml | 585 ++++++++++++++++++ toolkit/mesh/extra/templates/station.in | 4 + toolkit/mesh/extra/templates/vgrid.in | 8 + 6 files changed, 1238 insertions(+) create mode 100644 toolkit/mesh/extra/Boundaries&Wrapper_Santona.ipynb create mode 100644 toolkit/mesh/extra/templates/bctides.in create mode 100644 toolkit/mesh/extra/templates/elev.th create mode 100644 toolkit/mesh/extra/templates/param.nml create mode 100644 toolkit/mesh/extra/templates/station.in create mode 100644 toolkit/mesh/extra/templates/vgrid.in diff --git a/toolkit/mesh/extra/Boundaries&Wrapper_Santona.ipynb b/toolkit/mesh/extra/Boundaries&Wrapper_Santona.ipynb new file mode 100644 index 00000000..b23b4e8a --- /dev/null +++ b/toolkit/mesh/extra/Boundaries&Wrapper_Santona.ipynb @@ -0,0 +1,430 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 2, + "id": "ffeb9bcd", + "metadata": {}, + "outputs": [], + "source": [ + "import os\n", + "import os.path as op\n", + "from datetime import datetime\n", + "from typing import Tuple, Union\n", + "\n", + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "import pandas as pd\n", + "import pyTMD\n", + "import timescale\n", + "import xarray as xr\n", + "from bluemath_tk.topo_bathy.mesh_utils import decode_open_boundary_data, read_adcirc_grd\n", + "\n", + "\n", + "def extract_pos_nearest_points_regular(\n", + " xds_grid: xr.Dataset,\n", + " lon_points: Union[list, np.ndarray],\n", + " lat_points: Union[list, np.ndarray],\n", + ") -> Tuple[int, int]:\n", + " \"\"\"\n", + " Find the closest grid point indices for given longitude and latitude points.\n", + "\n", + " Parameters\n", + " ----------\n", + " xds_grid : xr.Dataset\n", + " Dataset containing grid data (lon_z, lat_z, hz).\n", + " lon_points : list or np.ndarray\n", + " Longitudes of interest.\n", + " lat_points : list or np.ndarray\n", + " Latitudes of interest.\n", + "\n", + " Returns\n", + " -------\n", + " pos_lon_points_mesh : int\n", + " Index of closest longitude grid point.\n", + " pos_lat_points_mesh : int\n", + " Index of closest latitude grid point.\n", + "\n", + " Notes\n", + " -----\n", + " Converts negative longitudes by adding 360 and uses squared differences to find the nearest grid point.\n", + " Assumes grid is regularly spaced.\n", + " \"\"\"\n", + "\n", + " if lon_points < 0:\n", + " lon_points = lon_points + 360\n", + "\n", + " z = xds_grid.hz.values\n", + " Lon_grid = xds_grid.lon_z.values\n", + " Lat_grid = xds_grid.lat_z.values\n", + " LLat, LLon = np.meshgrid(Lat_grid, Lon_grid)\n", + "\n", + " Lon_val = LLon[z != 0]\n", + " Lat_val = LLat[z != 0]\n", + "\n", + " index = np.nanargmin((lat_points - Lat_val) ** 2 + (lon_points - Lon_val) ** 2)\n", + "\n", + " pos_lon_points_mesh = Lon_val[index]\n", + " pos_lat_points_mesh = Lat_val[index]\n", + "\n", + " return pos_lon_points_mesh, pos_lat_points_mesh" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "b357d184", + "metadata": {}, + "outputs": [], + "source": [ + "tini = datetime(2020, 7, 11, 0, 0)\n", + "tend = datetime(2020, 7, 11, 17, 0)" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "41eebdf6", + "metadata": {}, + "outputs": [], + "source": [ + "tide_dir = \"/home/grupos/geocean/faugeree/BlueMath/toolkit/mesh/TOPEX\"\n", + "TIDE_MODEL = \"TPX09_atlas_v4\"\n", + "\n", + "model_directory = os.path.join(tide_dir, TIDE_MODEL)\n", + "grid_file = \"grid_tpxo9_atlas_v4.nc\"\n", + "model_files = [\n", + " \"h_q1_tpxo9_atlas_30_v4.nc\",\n", + " \"h_o1_tpxo9_atlas_30_v4.nc\",\n", + " \"h_p1_tpxo9_atlas_30_v4.nc\",\n", + " \"h_k1_tpxo9_atlas_30_v4.nc\",\n", + " \"h_n2_tpxo9_atlas_30_v4.nc\",\n", + " \"h_m2_tpxo9_atlas_30_v4.nc\",\n", + " \"h_s2_tpxo9_atlas_30_v4.nc\",\n", + " \"h_k2_tpxo9_atlas_30_v4.nc\",\n", + " \"h_m4_tpxo9_atlas_30_v4.nc\",\n", + " \"h_ms4_tpxo9_atlas_30_v4.nc\",\n", + " \"h_mn4_tpxo9_atlas_30_v4.nc\",\n", + " \"h_2n2_tpxo9_atlas_30_v4.nc\",\n", + " \"h_mf_tpxo9_atlas_30_v4.nc\",\n", + " \"h_mm_tpxo9_atlas_30_v4.nc\",\n", + "]\n", + "\n", + "grid_file = os.path.join(model_directory, grid_file)\n", + "model_file = [os.path.join(model_directory, m) for m in model_files]\n", + "\n", + "model_format = \"netcdf\"\n", + "TYPE = \"z\"\n", + "SCALE = 1.0 / 1000.0\n", + "\n", + "days_calc = (tend - tini).total_seconds() / 86400" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "03937c8f", + "metadata": {}, + "outputs": [], + "source": [ + "gr3_path = \"../outputs/Santona_mesh_adcirc.grd\"\n", + "Nodes, Elmts, lines = read_adcirc_grd(gr3_path)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "86a031e0", + "metadata": {}, + "outputs": [], + "source": [ + "xds_grid = xr.open_dataset(grid_file)\n", + "lon_TOPEX, lat_TOPEX = extract_pos_nearest_points_regular(\n", + " xds_grid, np.mean(Nodes[:, 1]), np.mean(Nodes[:, 2])\n", + ")\n", + "amp, ph, D, c = pyTMD.io.ATLAS.extract_constants(\n", + " lon_TOPEX,\n", + " lat_TOPEX,\n", + " grid_file,\n", + " model_file,\n", + " TYPE=TYPE,\n", + " METHOD=\"spline\",\n", + " GZIP=False,\n", + " SCALE=SCALE,\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "418ee8fb", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 1.0, 'Boundary condition')" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# calculate complex phase in radians for Euler's\n", + "cph = -1j * ph * np.pi / 180.0\n", + "\n", + "# calculate constituent oscillation\n", + "hc = amp * np.exp(cph)\n", + "\n", + "time_range = pd.date_range(start=tini, end=tend, freq=\"5min\")\n", + "time_range_s = (time_range - time_range[0]).total_seconds()\n", + "ts = timescale.from_datetime(time_range)\n", + "\n", + "TIDE = pyTMD.predict.time_series(\n", + " ts.tide, hc, c, deltat=ts.tt_ut1, corrections=model_format\n", + ")\n", + "MINOR = pyTMD.predict.infer_minor(\n", + " ts.tide, hc, c, deltat=ts.tt_ut1, corrections=model_format\n", + ")\n", + "\n", + "TIDE += MINOR\n", + "fig, (axs) = plt.subplots(nrows=1, ncols=1, figsize=[15, 4])\n", + "plt.plot(time_range, TIDE.data)\n", + "axs.set_ylabel(\"sea water level (m)\")\n", + "axs.set_title(\"Boundary condition\")" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "a5fbed62", + "metadata": {}, + "outputs": [], + "source": [ + "boundary_info = decode_open_boundary_data(lines)\n", + "longest_boundary_key = max(boundary_info, key=lambda k: len(boundary_info[k]))\n", + "longest_boundary_values = boundary_info[longest_boundary_key]" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "bc066727", + "metadata": {}, + "outputs": [], + "source": [ + "obs_coordinates = [\n", + " (-3.4283760, 43.340149),\n", + " (-3.4547800, 43.388186),\n", + "]" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "18ad381a", + "metadata": {}, + "outputs": [], + "source": [ + "rt_exe = \"templates\"\n", + "\n", + "with open(op.join(rt_exe, \"bctides.in\"), \"w\") as file_bctides:\n", + " file_bctides.write(\"!metamodel\\n0 40. ntip\\n0 nbfr\\n\")\n", + " file_bctides.write(f\"1 nope\\n{len(longest_boundary_values)} 1 0 0 0\")\n", + "\n", + "with open(op.join(rt_exe, \"vgrid.in\"), \"w\") as file_vgrid:\n", + " file_vgrid.write(\n", + " \"2 !ivcor\\n2 1 1.e6\\nZ levels\\n1 -1.e6\\nS levels\\n40. 1. 1.e-4\\n1 -1.\\n2 0.\"\n", + " ) # for 2D grid\n", + "\n", + "with open(op.join(rt_exe, \"station.in\"), \"w\") as file_station:\n", + " file_station.write(\n", + " f\"1 0 0 0 0 0 1 1 0\\n{len(obs_coordinates)} !number of stations\\n\"\n", + " )\n", + " for i in range(len(obs_coordinates)):\n", + " file_station.write(\n", + " f\"{i + 1}\t{obs_coordinates[i][0]}\t{obs_coordinates[i][1]}\t-1\\n\"\n", + " )\n", + "\n", + "with open(op.join(rt_exe, \"elev.th\"), \"w\") as file_elev:\n", + " for i in range(len(time_range_s)):\n", + " file_elev.write(f\"{time_range_s[i]} {TIDE.data[i]}\\n\")\n", + " file_elev.write(\"\\n\")" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "20050aa3", + "metadata": {}, + "outputs": [], + "source": [ + "from bluemath_tk.wrappers.schism.schism_wrapper import SchismModelWrapper" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "a54abecb", + "metadata": {}, + "outputs": [], + "source": [ + "metamodel_parameters = {\n", + " # Most important parameters ex MA-LI sheme\n", + " \"indvel\": [1],\n", + " \"ihorcon\": [0],\n", + " \"ishapiro\": [0],\n", + " \"inter_mom\": [0],\n", + " # CORE\n", + " \"ipre\": [0], # Pre-process flag\n", + " \"ibc\": [0], # Baroclinic\n", + " \"ibtp\": [0], # Baroclinic\n", + " \"rnday\": [days_calc], # total simulation time (day)\n", + " \"dt\": [5], # timestem (s)\n", + " # WWM\n", + " \"msc2\": [24],\n", + " \"mdc2\": [30],\n", + " # Number of tracer\n", + " \"ntracer_gen\": [2],\n", + " \"ntracer_age\": [4],\n", + " \"sed_class\": [5],\n", + " \"eco_class\": [27],\n", + " # output\n", + " \"nspool\": [360], # save each nspol * dt\n", + " \"ihfskip\": [518400], # Number of times that it save the Time step (dt) in each file\n", + " # Start time\n", + " \"start_year\": [tini.year],\n", + " \"start_month\": [tini.month],\n", + " \"start_day\": [tini.day],\n", + " \"start_hour\": [tini.hour],\n", + " \"utc_start\": [8], # time zone\n", + " \"ics\": [2], # Coordinate system 2 = lon/lat\n", + " \"ieos_type\": [0], # UNESCO 1980 (nonlinear); =1: linear function of T ONLY, i.e.\n", + " \"ieos_pres\": [0], # without pressure effects\n", + " \"eos_a\": [-0.1], # needed if ieos_type=1; should be <=0\n", + " \"eos_b\": [1001], # needed if ieos_type=1\n", + " # outputs\n", + " \"output_WL\": [1],\n", + " \"output_wind_velocity\": [0],\n", + " \"output_water_temperature\": [0],\n", + " \"output_depth_averaged_vel\": [1],\n", + " \"output_water_salinity\": [0],\n", + "}" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "05b6cf91", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2025-09-03 08:14:08,726 - SchismModelWrapper - WARNING - Parameter indvel is not in the default_parameters\n", + "2025-09-03 08:14:08,727 - SchismModelWrapper - WARNING - Parameter ihorcon is not in the default_parameters\n", + "2025-09-03 08:14:08,727 - SchismModelWrapper - WARNING - Parameter ishapiro is not in the default_parameters\n", + "2025-09-03 08:14:08,727 - SchismModelWrapper - WARNING - Parameter inter_mom is not in the default_parameters\n", + "2025-09-03 08:14:08,728 - SchismModelWrapper - WARNING - Parameter ipre is not in the default_parameters\n", + "2025-09-03 08:14:08,728 - SchismModelWrapper - WARNING - Parameter ibc is not in the default_parameters\n", + "2025-09-03 08:14:08,728 - SchismModelWrapper - WARNING - Parameter ibtp is not in the default_parameters\n", + "2025-09-03 08:14:08,729 - SchismModelWrapper - WARNING - Parameter rnday is not in the default_parameters\n", + "2025-09-03 08:14:08,729 - SchismModelWrapper - WARNING - Parameter dt is not in the default_parameters\n", + "2025-09-03 08:14:08,730 - SchismModelWrapper - WARNING - Parameter msc2 is not in the default_parameters\n", + "2025-09-03 08:14:08,730 - SchismModelWrapper - WARNING - Parameter mdc2 is not in the default_parameters\n", + "2025-09-03 08:14:08,730 - SchismModelWrapper - WARNING - Parameter ntracer_gen is not in the default_parameters\n", + "2025-09-03 08:14:08,731 - SchismModelWrapper - WARNING - Parameter ntracer_age is not in the default_parameters\n", + "2025-09-03 08:14:08,731 - SchismModelWrapper - WARNING - Parameter sed_class is not in the default_parameters\n", + "2025-09-03 08:14:08,731 - SchismModelWrapper - WARNING - Parameter eco_class is not in the default_parameters\n", + "2025-09-03 08:14:08,732 - SchismModelWrapper - WARNING - Parameter nspool is not in the default_parameters\n", + "2025-09-03 08:14:08,732 - SchismModelWrapper - WARNING - Parameter ihfskip is not in the default_parameters\n", + "2025-09-03 08:14:08,733 - SchismModelWrapper - WARNING - Parameter start_year is not in the default_parameters\n", + "2025-09-03 08:14:08,733 - SchismModelWrapper - WARNING - Parameter start_month is not in the default_parameters\n", + "2025-09-03 08:14:08,733 - SchismModelWrapper - WARNING - Parameter start_day is not in the default_parameters\n", + "2025-09-03 08:14:08,734 - SchismModelWrapper - WARNING - Parameter start_hour is not in the default_parameters\n", + "2025-09-03 08:14:08,734 - SchismModelWrapper - WARNING - Parameter utc_start is not in the default_parameters\n", + "2025-09-03 08:14:08,734 - SchismModelWrapper - WARNING - Parameter ics is not in the default_parameters\n", + "2025-09-03 08:14:08,735 - SchismModelWrapper - WARNING - Parameter ieos_type is not in the default_parameters\n", + "2025-09-03 08:14:08,735 - SchismModelWrapper - WARNING - Parameter ieos_pres is not in the default_parameters\n", + "2025-09-03 08:14:08,735 - SchismModelWrapper - WARNING - Parameter eos_a is not in the default_parameters\n", + "2025-09-03 08:14:08,736 - SchismModelWrapper - WARNING - Parameter eos_b is not in the default_parameters\n", + "2025-09-03 08:14:08,736 - SchismModelWrapper - WARNING - Parameter output_WL is not in the default_parameters\n", + "2025-09-03 08:14:08,737 - SchismModelWrapper - WARNING - Parameter output_wind_velocity is not in the default_parameters\n", + "2025-09-03 08:14:08,737 - SchismModelWrapper - WARNING - Parameter output_water_temperature is not in the default_parameters\n", + "2025-09-03 08:14:08,737 - SchismModelWrapper - WARNING - Parameter output_depth_averaged_vel is not in the default_parameters\n", + "2025-09-03 08:14:08,737 - SchismModelWrapper - WARNING - Parameter output_water_salinity is not in the default_parameters\n" + ] + } + ], + "source": [ + "output_dir = \"CASES\"\n", + "templates_dir = \"templates\"\n", + "\n", + "schism_wrapper = SchismModelWrapper(\n", + " templates_dir=templates_dir,\n", + " metamodel_parameters=metamodel_parameters,\n", + " fixed_parameters={},\n", + " output_dir=output_dir,\n", + ")\n", + "\n", + "# Build the input files\n", + "schism_wrapper.build_cases(\n", + " mode=\"one_by_one\",\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "dd24a6e3", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2025-09-03 08:10:46,567 - SchismModelWrapper - ERROR - Error running command: launchSchism.sh\n", + "2025-09-03 08:10:46,568 - SchismModelWrapper - ERROR - Error: Command 'launchSchism.sh' returned non-zero exit status 2.\n" + ] + } + ], + "source": [ + "schism_wrapper.run_cases(launcher=\"launchSchism.sh\")" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "bluemath-stable", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.13.5" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/toolkit/mesh/extra/templates/bctides.in b/toolkit/mesh/extra/templates/bctides.in new file mode 100644 index 00000000..23a9e520 --- /dev/null +++ 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-0.13209813217576916 +59100.0 -0.08780013135956843 +59400.0 -0.043372713938952916 +59700.0 0.001105627913851867 +60000.0 0.0455571791634678 +60300.0 0.08990513688199295 +60600.0 0.13407373864086647 +60900.0 0.1779883811442243 +61200.0 0.2215757326817845 + diff --git a/toolkit/mesh/extra/templates/param.nml b/toolkit/mesh/extra/templates/param.nml new file mode 100644 index 00000000..38b2be6a --- /dev/null +++ b/toolkit/mesh/extra/templates/param.nml @@ -0,0 +1,585 @@ +!parameter inputs via namelist convention. +!(1) Use ' ' (single quotes) for chars; +!(2) integer values are fine for real vars/arrays; +!(3) if multiple entries for a parameter are found, the last one wins - please avoid this +!(4) array inputs follow column major (like FORTRAN) and can spill to multiple lines +!(5) space allowed before/after '=' + +&CORE +!+++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++ +! Core (mandatory) parameters; no defaults +!+++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++ +! Pre-processing option. Useful for checking grid violations. + ipre = {{ipre}} !Pre-processor flag (1: on; 0: off) + +! Baroclinic/barotropic option. If ibc=0 (baroclinic model), ibtp is not used. + ibc = {{ibc}} !Baroclinic option + ibtp = {{ibtp}} + + rnday = {{rnday}} !total run time in days + dt = {{dt}} !Time step in sec + +! Grid for WWM (USE_WWM) + msc2 = {{msc2}} !same as msc in .nml ... for consitency check between SCHISM and WWM + mdc2 = {{mdc2}} !same as mdc in .nml + +! Define # of tracers in tracer modules (if enabled) + ntracer_gen = {{ntracer_gen}} !user defined module (USE_GEN) + ntracer_age = {{ntracer_age}} !age calculation (USE_AGE). Must be =2*N where N is # of age tracers + sed_class = {{sed_class}} !SED3D (USE_SED) + eco_class = {{eco_class}} !EcoSim (USE_ECO): must be between [25,60] + +! Global output controls + nspool = {{nspool}} !output step spool + ihfskip = {{ihfskip}} !stack spool; every ihfskip steps will be put into 1_*, 2_*, etc... +/ + +&OPT +!+++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++ +! Optional parameters +!+++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++ +! Starting time + start_year = {{start_year}} !int + start_month = {{start_month}} !int + start_day = {{start_day}} !int + start_hour = {{start_hour}} !double + utc_start = {{utc_start}} !double + +!----------------------------------------------------------------------- +! Coordinate option: 1: Cartesian; 2: lon/lat (hgrid.gr3=hgrid.ll in this case, +! and orientation of element is outward of earth) +!----------------------------------------------------------------------- + ics = {{ics}} !Coordinate option + +!----------------------------------------------------------------------- +! Hotstart option. 0: cold start; 1: hotstart with time reset to 0; 2: +! continue from the step in hotstart.nc +!----------------------------------------------------------------------- + ihot = 0 + +!----------------------------------------------------------------------- +! Equation of State type used +! ieos_type=0: UNESCO 1980 (nonlinear); =1: linear function of T ONLY, i.e. +! \rho=eos_b+eos_a*T, where eos_a<=0 in kg/m^3/C +!----------------------------------------------------------------------- + ieos_type = {{ieos_type}} + ieos_pres = {{ieos_pres}} !used only if ieos_type=0. 0: without pressure effects + eos_a = {{eos_a}} !needed if ieos_type=1; should be <=0 + eos_b = {{eos_b}} !needed if ieos_type=1 + +!----------------------------------------------------------------------- +! Main ramp option +!----------------------------------------------------------------------- + + dramp = 1. !needed if nramp=1; ramp-up period in days + + + drampbc = 1. !not used if nrampbc=0 + +!----------------------------------------------------------------------- +! Method for momentum advection. 0: ELM; 1: upwind (not quite working yet) +!----------------------------------------------------------------------- + iupwind_mom = 0 + +!----------------------------------------------------------------------- +! Methods for computing velocity at nodes. +! If indvel=0, conformal linear shape function is used; if indvel=1, averaging method is used. +! For indvel=0, a stabilization method is needed (see below). +!----------------------------------------------------------------------- + indvel = {{indvel}} + +!----------------------------------------------------------------------- +! 2 stabilization methods, mostly for indvel=0. +! (1) Horizontal viscosity option. ihorcon=0: no viscosity is used; =1: Lapacian; +! =2: bi-harmonic. If ihorcon=1, horizontal viscosity _coefficient_ (<=1/8, related +! to diffusion number) is given in hvis_coef0, and the diffusion # +! is problem dependent; [0.001-1/8] seems to work well. +! If ihorcon=2, diffusion number is given by hvis_coef0 (<=0.025). +! If indvel=1, no horizontal viscosity is needed. +! (2) Shapiro filter (see below) +! +! For non-eddying regime applications (nearshore, estuary, river), two easiest options are: +! (1) indvel=1, ishapiro=ihorcon=0, and any choices of inter_mom; +! (2) indvel=0, ishapiro=1 (shapiro0=0.5), ihorcon=inter_mom=0. +! For applications that include eddying regime, refer to the manual. +!----------------------------------------------------------------------- + ihorcon = {{ihorcon}} + hvis_coef0 = 0.025 !const. diffusion # if ihorcon/=0; <=0.025 for ihorcon=2, <=0.125 for ihorcon=1 +! cdh = 0.01 !needed only if ihorcon/=0; land friction coefficient - not active yet + +!----------------------------------------------------------------------- +! 2nd stabilization method via Shapiro filter. This should normally be used +! if indvel=ihorcon=0. To transition between eddying/non-eddying regimes, use +! indvel=0, ihorcon/=0, and ishapiro=-1 (shapiro.gr3). +!----------------------------------------------------------------------- + ishapiro = {{ishapiro}} !on/off flag + shapiro0 = 0.5 !Shapiro filter strength, needed only if ishapiro=1; max is 0.5 + niter_shap = 1 !needed of ishapiro/=0 - # of iterations with Shapiro filter. Suggested: 1 + +!----------------------------------------------------------------------- +! Implicitness factor (0.5=h2_bcc (i.e. like Z) or uses const extrap +! (i.e. like terrain-following) if h<=h1_bcc(h1_bcc + +!----------------------------------------------------------------------- +! Hydraulic model option. If ihydraulics/=0, hydraulics.in +! is required. This option cannot be used with non-hydrostatic model. +!----------------------------------------------------------------------- + ihydraulics = 0 + +!----------------------------------------------------------------------- +! Point sources/sinks option (0: no; 1: on). If =1, needs source_sink.in (list of elements), +! vsource,th, vsink.th, and msource.th. Source/sinks can be specified at an elem more +! than once, and the code will accumulate the volumes, but for mass conc, one of +! the specified values will be taken (no summation). +!----------------------------------------------------------------------- + if_source = 0 + + dramp_ss = 2 !needed if if_source=1; ramp-up period in days + +!----------------------------------------------------------------------- +! Horizontal diffusivity option. if ihdif=1, horizontal diffusivity is given in hdif.gr3 +!----------------------------------------------------------------------- + ihdif = 0 + +!----------------------------------------------------------------------- +! Bottom friction. +! nchi=0: drag coefficients specified in drag.gr3; nchi=-1: Manning's +! formulation (even for 3D prisms). +! nchi=1: bottom roughness (in meters) specified in rough.gr3 (and in this case, negative +! or 0 depths in rough.gr3 indicate time-independent Cd, not roughness!). +! Cd is calculated using the log law, when dzb>=dzb_min; when dzb=2, TVD or WENO method is used +! on an element/prism if the total depth (at all nodes of the elem.)>=h_tvd and the flag in +! tvd.prop = 1 for the elem. (tvd.prop is required in this case); +! otherwise upwind is used for efficiency. +! itr_met=3 (horizontal TVD) or 4 (horizontal WENO): implicit TVD in the vertical dimension. +! Also if itr_met==3 and h_tvd>=1.e5, some parts of the code are bypassed for efficiency +! Controls for WENO are not yet in place +!----------------------------------------------------------------------- + itr_met = 3 + h_tvd = 5. !used only if itr_met>=2; cut-off depth (m) + !If itr_met=3 or 4, need the following 2 tolerances of convergence. The convergence + !is achieved when sqrt[\sum_i(T_i^s+1-T_i^s)^2]<=eps1_tvd_imp*sqrt[\sum_i(T_i^s)^2]+eps2_tvd_imp + eps1_tvd_imp = 1.e-4 !suggested value is 1.e-4, but for large suspended load, need to use a smaller value (e.g. 1.e-9) + eps2_tvd_imp = 1.e-14 + +!----------------------------------------------------------------------- +! Atmos. option. nws=3 is reserved for coupling with atmospheric model. +! If nws=0, no atmos. forcing is applied. If nws=1, atmos. +! variables are read in from wind.th. If nws=2, atmos. variables are +! read in from sflux_ files. +! If nws=4, ascii format is used for wind and atmos. pressure at each node (see source code). +! If nws>0, 'iwindoff' can be used to scale wind speed (with windfactor.gr3). +! +! Stress calculation: +! If nws=2, ihconsv=1 and iwind_form=0, the stress is calculated from heat exchange +! routine; +! Otherwise if iwind_form=-1, the stress is calculated from Pond & Pichard formulation; +! if iwind_form=1, Hwang (2018) formulation (Cd tapers off at high wind). +! If WWM is enabled and icou_elfe_wwm>0 and iwind_form=-2, stress is overwritten by WWM. +! In all cases, if USE_ICE the stress in ice-covered portion is calculated by ICE routine. +!----------------------------------------------------------------------- + nws = 0 + +!----------------------------------------------------------------------- +! Heat and salt exchange. isconsv=1 needs ihconsv=1; ihconsv=1 needs nws=2. +! If isconsv=1, need to compile with precip/evap module turned on. +!----------------------------------------------------------------------- + ihconsv = 0 !heat exchange option + isconsv = 0 !evaporation/precipitation model + +!----------------------------------------------------------------------- +! Turbulence closure. +!----------------------------------------------------------------------- + itur = 0 !Default: 0 + dfv0 = 1.e-6 !needed if itur=0 + dfh0 = 1.e-6 !needed if itur=0 + mid = 'KL' !needed if itur=3,5. Use KE if itur=5 + stab = 'KC' !needed if itur=3 or 5. Use 'GA' if turb_met='MY'; otherwise use 'KC'. + xlsc0 = 0.7 !needed if itur=3 or 5. Scale for surface & bottom mixing length (>0); default was 0.1 + + +!----------------------------------------------------------------------- +! Sponge layer for elevation and vel. +! If inu_elev=0, no relaxation is applied to elev. +! If inu_elev=1, relax. constants are specified in elev_nudge.gr3 +! and applied to eta=0 (thus a depth=0 means no relaxation). +! Similarly for inu_uv (with input uv_nudge.gr3) +!----------------------------------------------------------------------- + inu_elev = 0 + inu_uv = 0 + +!----------------------------------------------------------------------- +! Nudging options for tracers. If inu_[MOD]=0, no nudging is used. If inu_tr=1, +! nudge to initial condition according to relaxation constants specified. +! If inu_tr=2, nudge to values in [MOD]_nu.nc (with step 'step_nu_tr'). +! The relaxation constants = [horizontal relax (specified in [MOD]_nudge.gr3) + +! vertical relax] times dt, where vertical relax is a linear function of +! vnh[1,2] and vnf[1,2], and [MOD] are tracer model names. +!----------------------------------------------------------------------- + inu_tr(1) = 0 !T + inu_tr(2) = 0 !S + inu_tr(3) = 0 !GEN + inu_tr(4) = 0 !Age + inu_tr(5) = 0 !SED3D + inu_tr(6) = 0 !EcoSim + inu_tr(7) = 0 !ICM + inu_tr(8) = 0 !CoSINE + inu_tr(9) = 0 !FIB + inu_tr(10) = 0 !TIMOR + inu_tr(11) = 0 !FABM + + vnh1 = 400 !vertical nudging depth 1 + vnf1 = 0. !vertical relax \in [0,1] + vnh2 = 401 !vertical nudging depth 2 (must >vnh1) + vnf2 = 0. !vertical relax + + step_nu_tr = 86400. !time step [sec] in all [MOD]_nu.nc (for inu_[MOD]=2) + +!----------------------------------------------------------------------- +! Cut-off depth for cubic spline interpolation near bottom when computing horizontal gradients +! e.g. using hgrad_nodes() (radiation stress, and gradients of qnon and qhat in non-hydro model). +! If depth > h_bcc1 ('deep'), +! a min. (e.g. max bottom z-cor for the element) is imposed in the spline and so a more +! conservative method is used without extrapolation beyond bottom; +! otherwise constant extrapolation below bottom is used. +!----------------------------------------------------------------------- + h_bcc1 = 100. !h_bcc1 + +!----------------------------------------------------------------------- +! Dimensioning parameters for inter-subdomain btrack. +! If error occurs like 'bktrk_subs: overflow' or 'MAIN: nbtrk > mxnbt' +! gradually increasing these will solve the problem +!----------------------------------------------------------------------- + s1_mxnbt = 0.5 + s2_mxnbt = 3.5 + +!----------------------------------------------------------------------- +! Flag for harmonic analysis for elevation. If used , need to turn on cpp flags +! in Makefile first. Otherwise set it to 0. +!----------------------------------------------------------------------- + iharind = 0 + +!----------------------------------------------------------------------- +! Conservation check option. If iflux=1, some fluxes are computed +! in regions specified in fluxflag.prop (regional number from -1 to an arbitrary integer). +!----------------------------------------------------------------------- + iflux = 0 + +!----------------------------------------------------------------------- +! Test flags for debugging. These flags should be turned off normally. +!----------------------------------------------------------------------- +! Williamson test #5 (zonal flow over an isolated mount); if +! on, ics must =2 +!----------------------------------------------------------------------- + izonal5 = 0 !"0" - no test; otherwise on + +!----------------------------------------------------------------------- +! Rotating Gausshill test with stratified T,S (1: on; 0: off) +! Surface T,S read in from *.ic; code generates stratification +!----------------------------------------------------------------------- + ibtrack_test = 0 + +!----------------------------------------------------------------------- +! Rouse profile test (1: on; 0: off) +! If on, must turn on USE_TIMOR +!----------------------------------------------------------------------- + irouse_test = 0 + +!----------------------------------------------------------------------- +! Flag to choose FIB model for bacteria decay (used with USE_FIB) +! flag_fib = 1 - Constant decay rate (/day) in .gr3 format +! (kkfib_1.gr3 and kkfib_2.gr3) +! flag_fib = 2 - Decay rate computed from Canteras et al., 1995 +! flag_fib = 3 - Decay rate computed from Servais et al., 2007 +!---------------------------------------------------------------------- + flag_fib = 1 + +!---------------------------------------------------------------------- +! Marsh model parameters (only if USE_MARSH is on) +!---------------------------------------------------------------------- + slr_rate = 120. !sea-level rise rate in mm/yr, times morphological acceleration if used + +!---------------------------------------------------------------------- +! Vegetation model +! If isav=1, need 3 extra inputs: (1) sav_D.gr3 (depth is stem diameter in meters); +! (2) sav_N.gr3 (depth is # of stems per m^2); +! (3) sav_h.gr3 (height of canopy in meters). +! If one of these depths=0 at a node, the code will set all to 0. +! If USE_MARSH is on and isav=1, all .gr3 must have constant depths! +!---------------------------------------------------------------------- + isav = 0 !on/off flag + + +!---------------------------------------------------------------------- +! Coupling step with ICE module. +!---------------------------------------------------------------------- + nstep_ice = 1 !call ice module every nstep_ice steps of SCHISM + +!+++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++ +! Physical constants +!+++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++ +!----------------------------------------------------------------------- +! Earth's radii at pole and equator (to define an ellipsoid) +!----------------------------------------------------------------------- + rearth_pole = 6378206.4 + rearth_eq = 6378206.4 + +!----------------------------------------------------------------------- +! Specific heat of water (C_p) in J/kg/K +!----------------------------------------------------------------------- + shw = 4184.d0 + +!----------------------------------------------------------------------- +! Reference water density for Boussinesq approximation +!----------------------------------------------------------------------- + rho0 = 1000.d0 !kg/m^3 +/ + +&SCHOUT +!----------------------------------------------------------------------- +! Output section - all optional +!----------------------------------------------------------------------- +! Option for hotstart outputs +!----------------------------------------------------------------------- + nhot = 0 !1: output *_hotstart every 'hotout_write' steps + nhot_write = 8640 !must be a multiple of ihfskip if nhot=1 + +!----------------------------------------------------------------------- +! Station output option. If iout_sta/=0, need output skip (nspool_sta) and +! a station.in. If ics=2, the cordinates in station.in must be in lon., lat, +! and z (positive upward; not used for 2D variables). +!----------------------------------------------------------------------- + iout_sta = 1 + nspool_sta = 60 !needed if iout_sta/=0; mod(nhot_write,nspool_sta) must=0 + +!----------------------------------------------------------------------- +! Global output options +!----------------------------------------------------------------------- + iof_hydro(1) = {{output_WL}} !0: off; 1: on - elev. [m] + iof_hydro(2) = 0 !air pressure [Pa] + iof_hydro(3) = 0 !air temperature [C] + iof_hydro(4) = 0 !Specific humidity [-] + iof_hydro(5) = 0 !solar (shortwave) radiation [W/m/m] + iof_hydro(6) = 0 !sensible flux (positive upward) [W/m/m] + iof_hydro(7) = 0 !latent heat flux (positive upward) [W/m/m] + iof_hydro(8) = 0 !upward longwave radiation (positive upward) [W/m/m] + iof_hydro(9) = 0 !downward longwave radiation (positive downward) [W/m/m] + iof_hydro(10) = 0 !total flux=-flsu-fllu-(radu-radd) [W/m/m] + iof_hydro(11) = 0 !evaporation rate [kg/m/m/s] + iof_hydro(12) = 0 !precipitation rate [kg/m/m/s] + iof_hydro(13) = 0 !Bottom drag coefficient [-] + iof_hydro(14) = {{output_wind_velocity}} !wind velocity vector [m/s] + iof_hydro(15) = 0 !wind stress vector [m^2/s/s] + iof_hydro(16) = {{output_depth_averaged_vel}} !depth-averaged vel vector [m/s] + iof_hydro(17) = 0 !vertical velocity [m/s] + iof_hydro(18) = {{output_water_temperature}} !water temperature [C] + iof_hydro(19) = {{output_water_salinity}} !water salinity [PSU] + iof_hydro(20) = 0 !water density [kg/m^3] + iof_hydro(21) = 0 !eddy diffusivity [m^2/s] + iof_hydro(22) = 0 !eddy viscosity [m^2/s] + iof_hydro(23) = 0 !turbulent kinetic energy + iof_hydro(24) = 0 !turbulent mixing length [m] + iof_hydro(26) = 0 !horizontal vel vector [m/s] + + iof_hydro(27) = 0 !horizontal vel vector defined @side [m/s] + iof_hydro(28) = 0 !vertical vel. @elem [m/s] + iof_hydro(29) = 0 !T @prism centers [C] + iof_hydro(30) = 0 !S @prism centers [PSU] + iof_hydro(31) = 0 !Barotropic pressure gradient force vector (m.s-2) @side centers + +/ \ No newline at end of file diff --git a/toolkit/mesh/extra/templates/station.in b/toolkit/mesh/extra/templates/station.in new file mode 100644 index 00000000..b1bf2ffa --- /dev/null +++ b/toolkit/mesh/extra/templates/station.in @@ -0,0 +1,4 @@ +1 0 0 0 0 0 1 1 0 +2 !number of stations +1 -3.428376 43.340149 -1 +2 -3.45478 43.388186 -1 diff --git a/toolkit/mesh/extra/templates/vgrid.in b/toolkit/mesh/extra/templates/vgrid.in new file mode 100644 index 00000000..62054db2 --- /dev/null +++ b/toolkit/mesh/extra/templates/vgrid.in @@ -0,0 +1,8 @@ +2 !ivcor +2 1 1.e6 +Z levels +1 -1.e6 +S levels +40. 1. 1.e-4 +1 -1. +2 0. \ No newline at end of file From dfc2005c67e1cfdc4b6548af1f092961155d750d Mon Sep 17 00:00:00 2001 From: Javier Tausia Date: Wed, 3 Sep 2025 08:34:59 +0200 Subject: [PATCH 03/31] [JTH] add comment to run schism --- toolkit/mesh/extra/Boundaries&Wrapper_Santona.ipynb | 2 ++ 1 file changed, 2 insertions(+) diff --git a/toolkit/mesh/extra/Boundaries&Wrapper_Santona.ipynb b/toolkit/mesh/extra/Boundaries&Wrapper_Santona.ipynb index b23b4e8a..2f7ba07b 100644 --- a/toolkit/mesh/extra/Boundaries&Wrapper_Santona.ipynb +++ b/toolkit/mesh/extra/Boundaries&Wrapper_Santona.ipynb @@ -402,6 +402,8 @@ } ], "source": [ + "# TODO: Change launchSchism.sh by your working executable file!\n", + "\n", "schism_wrapper.run_cases(launcher=\"launchSchism.sh\")" ] } From 475f757e6232107703eab8fa38f1ee9fc3fc7c64 Mon Sep 17 00:00:00 2001 From: Javier Tausia Hoyal Date: Tue, 30 Sep 2025 16:00:38 +0200 Subject: [PATCH 04/31] [JTH] add first working version of mia notebooks in bluemath style --- methods/statistical_downscaling/.gitkeep | 0 .../01_GESLA_extract_variables.ipynb | 521 ++ .../02_extremes.ipynb | 502 ++ .../03_event_types.ipynb | 6109 +++++++++++++++++ .../04_characterisation.ipynb | 731 ++ .../assets/methodology.tiff | Bin 0 -> 669859 bytes .../utils/GESLA_extract_variables.py | 361 + .../utils/characterisation.py | 877 +++ .../utils/event_types.py | 783 +++ .../utils/extremes.py | 228 + .../utils/refinement.py | 260 + 11 files changed, 10372 insertions(+) delete mode 100644 methods/statistical_downscaling/.gitkeep create mode 100644 methods/statistical_downscaling/ExtremeEventClassification/01_GESLA_extract_variables.ipynb create mode 100644 methods/statistical_downscaling/ExtremeEventClassification/02_extremes.ipynb create mode 100644 methods/statistical_downscaling/ExtremeEventClassification/03_event_types.ipynb create mode 100644 methods/statistical_downscaling/ExtremeEventClassification/04_characterisation.ipynb create mode 100644 methods/statistical_downscaling/ExtremeEventClassification/assets/methodology.tiff create mode 100644 methods/statistical_downscaling/ExtremeEventClassification/utils/GESLA_extract_variables.py create mode 100644 methods/statistical_downscaling/ExtremeEventClassification/utils/characterisation.py create mode 100644 methods/statistical_downscaling/ExtremeEventClassification/utils/event_types.py create mode 100644 methods/statistical_downscaling/ExtremeEventClassification/utils/extremes.py create mode 100644 methods/statistical_downscaling/ExtremeEventClassification/utils/refinement.py diff --git a/methods/statistical_downscaling/.gitkeep b/methods/statistical_downscaling/.gitkeep deleted file mode 100644 index e69de29b..00000000 diff --git a/methods/statistical_downscaling/ExtremeEventClassification/01_GESLA_extract_variables.ipynb b/methods/statistical_downscaling/ExtremeEventClassification/01_GESLA_extract_variables.ipynb new file mode 100644 index 00000000..59e074e3 --- /dev/null +++ b/methods/statistical_downscaling/ExtremeEventClassification/01_GESLA_extract_variables.ipynb @@ -0,0 +1,521 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "3ddcb4de-824a-4d7d-84a4-f336323d981e", + "metadata": {}, + "source": [ + "# Extract Needed Variables from Observed Sea Level Data\n", + "\n", + "This notebook performs the following steps:\n", + "\n", + "1. **Load tide gauge sea level data** \n", + " Tide gauge data are stored as `.pkl` files, each containing a `pandas.Series` with a datetime index and a column `'SL'` representing sea level.\n", + "\n", + "2. **Search and remove any outliers** \n", + " Search and remove outliers using a rolling time window and a threshold based on the window's median and standard deviation.\n", + " \n", + "3. **Remove Sea Level Rise (SLR)** \n", + " Detrend the data by removing long-term trends using linear regression.\n", + "\n", + "4. **Predict the tidal signal per tide gauge** \n", + " Use harmonic analysis to model the tidal component of the signal.\n", + "\n", + "5. **Calculate the Non-tidal Residual** \n", + " Subtract the predicted tidal signal from the observed sea level to isolate residuals.\n", + "\n", + "6. **Calculate the Skew-surge** \n", + " Estimate skew-surge values by analyzing deviations from the predicted tidal peaks.\n", + "\n", + "The station metadata is provided in a `stations_info.csv` file, which contains station information such as name, longitude, and latitude.\n" + ] + }, + { + "cell_type": "markdown", + "id": "5f109ef4-947a-4a09-b283-8224a78b2208", + "metadata": {}, + "source": [ + "## 1. Load data" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "8be3d317", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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stationlonlat
0Huibertgat6.39843353.573748
1Schiermonnikoog6.20290853.468935
2Eemshaven6.82839253.448699
3Nes5.75890753.429936
4Lauwersoog6.19695253.408684
5West_Terschelling5.22002653.363043
6Vlieland_Haven5.09145653.296125
7Harlingen5.40934253.175632
8Oudeschild4.85019253.038833
9Den_Helder4.74499052.964357
10Petten_Zuid4.64970252.772657
11Scheveningen4.26356352.099033
12Hoek_van_Holland4.11988151.977572
13Brouwershavensche_Gat_083.81148351.750754
14Westkapelle3.44003151.521445
15Cadzand3.37627551.379296
\n", + "
" + ], + "text/plain": [ + " station lon lat\n", + "0 Huibertgat 6.398433 53.573748\n", + "1 Schiermonnikoog 6.202908 53.468935\n", + "2 Eemshaven 6.828392 53.448699\n", + "3 Nes 5.758907 53.429936\n", + "4 Lauwersoog 6.196952 53.408684\n", + "5 West_Terschelling 5.220026 53.363043\n", + "6 Vlieland_Haven 5.091456 53.296125\n", + "7 Harlingen 5.409342 53.175632\n", + "8 Oudeschild 4.850192 53.038833\n", + "9 Den_Helder 4.744990 52.964357\n", + "10 Petten_Zuid 4.649702 52.772657\n", + "11 Scheveningen 4.263563 52.099033\n", + "12 Hoek_van_Holland 4.119881 51.977572\n", + "13 Brouwershavensche_Gat_08 3.811483 51.750754\n", + "14 Westkapelle 3.440031 51.521445\n", + "15 Cadzand 3.376275 51.379296" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import pandas as pd\n", + "\n", + "# Load station info (names,lon,lat)\n", + "stations = pd.read_csv(\"inputs/stations_info.csv\", usecols=[\"station\", \"lon\", \"lat\"])\n", + "stations" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "819703f0-d58f-40a1-8894-e0e100e0af17", + "metadata": {}, + "outputs": [], + "source": [ + "# Load sea level data per station in a list\n", + "SL = []\n", + "for i in range(len(stations)):\n", + " sl_element = pd.read_pickle(f\"inputs/GESLA_NLD/tide_gauge_{i}.pkl\")\n", + " # Append loaded data to lists\n", + " SL.append(sl_element)" + ] + }, + { + "cell_type": "markdown", + "id": "318975a0-bbcf-40d0-8041-16e4a71bbac4", + "metadata": {}, + "source": [ + "## 2. Search and remove any outliers" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "08b1f81f-6180-4d38-a010-2e695d8cdde8", + "metadata": {}, + "outputs": [], + "source": [ + "from utils.GESLA_extract_variables import detect_outliers_window\n", + "\n", + "all_outliers = [\n", + " detect_outliers_window(series, deviation_threshold=3, window_size_days=2)\n", + " for series in SL\n", + "]\n", + "all_outliers" + ] + }, + { + "cell_type": "markdown", + "id": "d7447e59-85f4-45f2-8c71-0327a10e5cde", + "metadata": {}, + "source": [ + "## 3. Remove Sea Level Rise (SLR)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "6ac3578b-fbef-42ad-a699-677fcd252923", + "metadata": {}, + "outputs": [], + "source": [ + "from utils.GESLA_extract_variables import detrend_series\n", + "\n", + "trends = []\n", + "detrended_SL = []\n", + "\n", + "for sl_element in SL:\n", + " detrended, trend = detrend_series(sl_element)\n", + " trends.append(trend)\n", + " detrended_SL.append(detrended)" + ] + }, + { + "cell_type": "markdown", + "id": "515ebb88-9f2a-44f0-b02c-5cf65720113e", + "metadata": {}, + "source": [ + "## 4. Predict the tidal signal per tide gauge" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "232bb188-6bca-471b-a3d2-67c941477080", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "solve: matrix prep ... solution ... done.\n", + "prep/calcs ... done.\n", + "solve: matrix prep ... solution ... done.\n", + "prep/calcs ... done.\n" + ] + } + ], + "source": [ + "import utide\n", + "\n", + "tides = []\n", + "coefs = []\n", + "\n", + "for i, detrended_series in enumerate(detrended_SL):\n", + " detrended_series.dropna(inplace=True)\n", + " t = detrended_series.index\n", + "\n", + " # Solve for tidal coefficients\n", + " coef = utide.solve(\n", + " t,\n", + " detrended_series,\n", + " lat=stations[\"lat\"][i],\n", + " method=\"ols\",\n", + " nodal=True,\n", + " trend=False,\n", + " conf_int=\"MC\",\n", + " )\n", + "\n", + " # Reconstruct tidal signal\n", + " reconstruction = utide.reconstruct(t, coef)\n", + " tide = pd.Series(reconstruction.h, index=reconstruction.t_in)\n", + "\n", + " tides.append(tide)\n", + " coefs.append(coef)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "2a85feb1-1ca5-4653-81df-245abcd2435b", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + "(
,\n", + " )" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from utils.GESLA_extract_variables import HarmonicAnalysis\n", + "\n", + "# Usage without specifying efreq\n", + "ha = HarmonicAnalysis(coefs[0]) # first station\n", + "ha.plot_coefs()" + ] + }, + { + "cell_type": "markdown", + "id": "bd54f56d-d73f-4139-8f03-a00ea92015f1", + "metadata": {}, + "source": [ + "## 5. Calculate the Non-tidal Residual" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "6f4bb951-c81c-4746-bbf6-9b36bd180e11", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[1972-12-31 23:00:00 -0.115798\n", + " 1973-01-01 00:00:00 -0.143190\n", + " 1973-01-01 01:00:00 -0.134129\n", + " 1973-01-01 02:00:00 -0.087486\n", + " 1973-01-01 03:00:00 -0.038039\n", + " ... \n", + " 2018-09-07 23:10:00 0.133470\n", + " 2018-09-07 23:20:00 0.134670\n", + " 2018-09-07 23:30:00 0.141399\n", + " 2018-09-07 23:40:00 0.154153\n", + " 2018-09-07 23:50:00 0.143487\n", + " Length: 1759606, dtype: float64,\n", + " 1970-12-31 23:00:00 0.006184\n", + " 1971-01-01 00:00:00 -0.050093\n", + " 1971-01-01 01:00:00 -0.120589\n", + " 1971-01-01 02:00:00 -0.215426\n", + " 1971-01-01 03:00:00 -0.177769\n", + " ... \n", + " 2018-09-07 23:10:00 0.177663\n", + " 2018-09-07 23:20:00 0.195453\n", + " 2018-09-07 23:30:00 0.211819\n", + " 2018-09-07 23:40:00 0.225941\n", + " 2018-09-07 23:50:00 0.236978\n", + " Length: 1716065, dtype: float64]" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "## NTR = detrended SL - tides\n", + "\n", + "NTR = [detrended - tide for detrended, tide in zip(detrended_SL, tides)]\n", + "NTR" + ] + }, + { + "cell_type": "markdown", + "id": "113496ee-26a1-4467-8e96-53f04bff7837", + "metadata": {}, + "source": [ + "## 6. Calculate the Skew Surge\n", + "\n", + "To compute the **skew surge**, we follow these steps:\n", + "\n", + "1. **Extract the predicted high water levels** \n", + " Use the *turning point method* (Haigh et al., 2016; Woodworth et al., 1991) to identify tidal high waters.\n", + "\n", + "2. **Identify the nearest observed high water level** \n", + " Match each predicted high tide with the closest measured peak in the observed data.\n", + "\n", + "3. **Calculate the skew surge** \n", + " Subtract the predicted high water from the observed high water:\n", + " \n", + "
Skew Surge = Observed High Water − Predicted High Water
" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "f1a1a3d2-e007-4ec7-9601-0d1b353387b5", + "metadata": {}, + "outputs": [], + "source": [ + "from utils.GESLA_extract_variables import (\n", + " extract_high_water_tides,\n", + " find_measured_high_water,\n", + ")\n", + "\n", + "high_water_tides = extract_high_water_tides(tides, min_hours_between=6)\n", + "high_water_measured = find_measured_high_water(\n", + " detrended_SL, high_water_tides, time_window_hours=6\n", + ")\n", + "\n", + "skew_surge = [\n", + " measured - tide for measured, tide in zip(high_water_measured, high_water_tides)\n", + "]" + ] + }, + { + "cell_type": "markdown", + "id": "1e70658d-f490-4ec4-8a5f-62fa882b22a1", + "metadata": {}, + "source": [ + "## Save variables (optional)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "6ef2748a-37d1-4bbd-87ee-504cc7c53fe9", + "metadata": {}, + "outputs": [], + "source": [ + "import os\n", + "\n", + "os.makedirs(\"outputs\", exist_ok=True)\n", + "\n", + "for i, (\n", + " sl_element,\n", + " detrended_element,\n", + " tides_element,\n", + " NTR_element,\n", + " high_tide_element,\n", + " high_meas_element,\n", + " skew_element,\n", + ") in enumerate(\n", + " zip(SL, detrended_SL, tides, NTR, high_water_tides, high_water_measured, skew_surge)\n", + "):\n", + " sl_element.to_pickle(f\"outputs/tide_gauge_{i}.pkl\")\n", + " detrended_element.to_pickle(f\"outputs/detrended_SL_{i}.pkl\")\n", + " tides_element.to_pickle(f\"outputs/tides_{i}.pkl\")\n", + " NTR_element.to_pickle(f\"outputs/ntr_{i}.pkl\")\n", + " high_tide_element.to_pickle(f\"outputs/high_water_tide_{i}.pkl\")\n", + " high_meas_element.to_pickle(f\"outputs/high_water_measured_{i}.pkl\")\n", + " skew_element.to_pickle(f\"outputs/skew_surge_{i}.pkl\")" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "bluemath-311-dev", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.13" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/methods/statistical_downscaling/ExtremeEventClassification/02_extremes.ipynb b/methods/statistical_downscaling/ExtremeEventClassification/02_extremes.ipynb new file mode 100644 index 00000000..e9f53931 --- /dev/null +++ b/methods/statistical_downscaling/ExtremeEventClassification/02_extremes.ipynb @@ -0,0 +1,502 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "19a2b322-2f16-4321-82b9-add3fda2fbf1", + "metadata": {}, + "source": [ + "# Extract extremes from a time series using Peak Over Threshold (POT)\n", + "\n", + "This notebook performs the following steps:\n", + "\n", + "1. **Load data** \n", + " Non-tidal residual (NTR) data are stored as `.pkl` files, each containing a `pandas.Series` with a datetime index and a column `'NTR'` representing residual level. The station metadata is provided in a `stations_info.csv` file, which contains station information such as name, longitude, and latitude.\n", + "\n", + "2. **Use Peak Over Threshold (POT) method to extract events** \n" + ] + }, + { + "cell_type": "markdown", + "id": "f7cb651e-8e5b-4066-98bb-fc696f0cc09e", + "metadata": {}, + "source": [ + "## 1. Load data" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "8120985d-1c5e-453b-9dff-eb8a01e3c7b4", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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stationlonlat
0Huibertgat6.39843353.573748
1Schiermonnikoog6.20290853.468935
2Eemshaven6.82839253.448699
3Nes5.75890753.429936
4Lauwersoog6.19695253.408684
5West_Terschelling5.22002653.363043
6Vlieland_Haven5.09145653.296125
7Harlingen5.40934253.175632
8Oudeschild4.85019253.038833
9Den_Helder4.74499052.964357
10Petten_Zuid4.64970252.772657
11Scheveningen4.26356352.099033
12Hoek_van_Holland4.11988151.977572
13Brouwershavensche_Gat_083.81148351.750754
14Westkapelle3.44003151.521445
15Cadzand3.37627551.379296
\n", + "
" + ], + "text/plain": [ + " station lon lat\n", + "0 Huibertgat 6.398433 53.573748\n", + "1 Schiermonnikoog 6.202908 53.468935\n", + "2 Eemshaven 6.828392 53.448699\n", + "3 Nes 5.758907 53.429936\n", + "4 Lauwersoog 6.196952 53.408684\n", + "5 West_Terschelling 5.220026 53.363043\n", + "6 Vlieland_Haven 5.091456 53.296125\n", + "7 Harlingen 5.409342 53.175632\n", + "8 Oudeschild 4.850192 53.038833\n", + "9 Den_Helder 4.744990 52.964357\n", + "10 Petten_Zuid 4.649702 52.772657\n", + "11 Scheveningen 4.263563 52.099033\n", + "12 Hoek_van_Holland 4.119881 51.977572\n", + "13 Brouwershavensche_Gat_08 3.811483 51.750754\n", + "14 Westkapelle 3.440031 51.521445\n", + "15 Cadzand 3.376275 51.379296" + ] + }, + "execution_count": 1, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import pandas as pd\n", + "\n", + "# Load station info (names,lon,lat)\n", + "stations = pd.read_csv(\"inputs/stations_info.csv\", usecols=[\"station\", \"lon\", \"lat\"])\n", + "stations" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "2f126e20", + "metadata": {}, + "outputs": [], + "source": [ + "# Load non-tidal residual data per station in a list\n", + "NTR = []\n", + "for i in range(len(stations)):\n", + " ntr_element = pd.read_pickle(f\"inputs/NTR/ntr_{i}.pkl\")\n", + " # Append loaded data to lists\n", + " NTR.append(ntr_element)" + ] + }, + { + "cell_type": "markdown", + "id": "5a107b8f-27b9-4d8d-8ed9-5e72ea268207", + "metadata": {}, + "source": [ + "## 2. Use Peak Over Threshold (POT) Method to Extract Events\n", + "\n", + "For additional options and details, see the function [`pot`](./extremes.py) in the `extremes.py` module." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "4efa1b6e-6b0d-4d54-a3bc-dc8e04f48224", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "1973-01-01 07:00:00 0.106786\n", + "1973-01-01 10:00:00 0.152441\n", + "1973-01-15 13:00:00 0.106237\n", + "1973-01-22 14:00:00 0.166259\n", + "1973-01-22 15:00:00 0.226747\n", + " ... \n", + "2018-09-07 23:10:00 0.133470\n", + "2018-09-07 23:20:00 0.134670\n", + "2018-09-07 23:30:00 0.141399\n", + "2018-09-07 23:40:00 0.154153\n", + "2018-09-07 23:50:00 0.143487\n", + "Length: 527882, dtype: float64\n", + "1971-01-01 10:00:00 0.122484\n", + "1971-01-01 23:00:00 0.099009\n", + "1971-01-02 07:00:00 0.136729\n", + "1971-01-08 00:00:00 0.151641\n", + "1971-01-08 01:00:00 0.232817\n", + " ... \n", + "2018-09-07 23:10:00 0.177663\n", + "2018-09-07 23:20:00 0.195453\n", + "2018-09-07 23:30:00 0.211819\n", + "2018-09-07 23:40:00 0.225941\n", + "2018-09-07 23:50:00 0.236978\n", + "Length: 514820, dtype: float64\n", + "1979-01-01 11:00:00 0.110143\n", + "1979-01-03 00:00:00 0.224076\n", + "1979-01-03 01:00:00 0.186293\n", + "1979-01-03 02:00:00 0.112697\n", + "1979-01-07 10:00:00 0.131546\n", + " ... \n", + "2018-09-07 17:00:00 0.099351\n", + "2018-09-07 17:10:00 0.097505\n", + "2018-09-07 23:30:00 0.117596\n", + "2018-09-07 23:40:00 0.136661\n", + "2018-09-07 23:50:00 0.132712\n", + "Length: 507612, dtype: float64\n", + "1971-01-01 12:00:00 0.101869\n", + "1971-01-02 01:00:00 0.187542\n", + "1971-01-02 02:00:00 0.172326\n", + "1971-01-02 03:00:00 0.201360\n", + "1971-01-02 04:00:00 0.231961\n", + " ... \n", + "2018-09-07 23:10:00 0.195332\n", + "2018-09-07 23:20:00 0.201277\n", + "2018-09-07 23:30:00 0.217851\n", + "2018-09-07 23:40:00 0.224221\n", + "2018-09-07 23:50:00 0.229241\n", + "Length: 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+ "2018-09-07 23:00:00 0.240042\n", + "2018-09-07 23:10:00 0.191318\n", + "2018-09-07 23:20:00 0.132388\n", + "Length: 530169, dtype: float64\n", + "1971-01-01 15:00:00 0.279119\n", + "1971-01-01 17:00:00 0.181310\n", + "1971-01-01 18:00:00 0.294279\n", + "1971-01-01 19:00:00 0.228723\n", + "1971-01-01 20:00:00 0.180176\n", + " ... \n", + "2018-09-07 22:00:00 0.160893\n", + "2018-09-07 22:10:00 0.190672\n", + "2018-09-07 22:20:00 0.179692\n", + "2018-09-07 22:30:00 0.159594\n", + "2018-09-07 22:40:00 0.131181\n", + "Length: 542012, dtype: float64\n", + "1971-01-01 15:00:00 0.159654\n", + "1971-01-01 17:00:00 0.202225\n", + "1971-01-01 18:00:00 0.279649\n", + "1971-01-01 19:00:00 0.155853\n", + "1971-01-01 20:00:00 0.099032\n", + " ... \n", + "2018-09-07 22:10:00 0.255083\n", + "2018-09-07 22:20:00 0.235584\n", + "2018-09-07 22:30:00 0.198351\n", + "2018-09-07 22:40:00 0.143567\n", + "2018-09-07 22:50:00 0.100697\n", + "Length: 542008, dtype: float64\n" + ] + } + ], + "source": [ + "from utils.extremes import pot\n", + "\n", + "# Parameters\n", + "indep = 3 * 24 # set independence between events (hours)\n", + "res = 1 # minutes\n", + "resunit = \"min\" # the lowest frequency in this data is 1 min\n", + "mindur = 6 # set minimum duration of event to keep (hours)\n", + "qopt = \"quan\" # 'quan' (quantile) or 'thre' (set threshold)\n", + "eventopt = \"exc\" # exc, gaps, cont (see function for details)\n", + "q = 0.70 # 70th percentile\n", + "\n", + "extremes_NTR = []\n", + "events_NTR = []\n", + "threshold_NTR = []\n", + "for ntr_data in NTR:\n", + " extremes_ntr, events_ntr, threshold_ntr = pot(\n", + " ntr_data, indep, mindur, eventopt, res, resunit, qopt, q\n", + " )\n", + " # Append the data for the current station to the respective lists\n", + " extremes_NTR.append(extremes_ntr)\n", + " events_NTR.append(events_ntr)\n", + " threshold_NTR.append(threshold_ntr)\n", + "\n", + "# cleanup\n", + "del extremes_ntr, events_ntr, threshold_ntr, ntr_data" + ] + }, + { + "cell_type": "markdown", + "id": "775cd1ea-f3bf-450a-bc58-a7597ea0e7d8", + "metadata": {}, + "source": [ + "## Save variables for future use (optional)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "2bb0e8f7-c7e6-4d4d-9f5a-26cde1dfc2b9", + "metadata": {}, + "outputs": [], + "source": [ + "import pickle\n", + "\n", + "# Variables to save\n", + "variables = [\n", + " (\"extremes_NTR\", extremes_NTR),\n", + " (\"events_NTR\", events_NTR),\n", + " (\"threshold_NTR\", threshold_NTR),\n", + "]\n", + "\n", + "# Loop and save each variable\n", + "for variable_name, variable_data in variables:\n", + " with open(f\"outputs/{variable_name}.pkl\", \"wb\") as f:\n", + " pickle.dump(variable_data, f)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "bluemath-311-dev", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.13" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/methods/statistical_downscaling/ExtremeEventClassification/03_event_types.ipynb b/methods/statistical_downscaling/ExtremeEventClassification/03_event_types.ipynb new file mode 100644 index 00000000..bedb6346 --- /dev/null +++ b/methods/statistical_downscaling/ExtremeEventClassification/03_event_types.ipynb @@ -0,0 +1,6109 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "19a2b322-2f16-4321-82b9-add3fda2fbf1", + "metadata": {}, + "source": [ + "# Event Types\n", + "\n", + "This notebook performs the following steps to extract storm surge event types:\n", + "\n", + "1. **Load data** \n", + " - Non-tidal residual (NTR) data are stored as `.pkl` files, each containing a `pandas.Series` with a datetime index. \n", + " - Station metadata is provided in a `stations_info.csv` file, which includes station name, longitude, and latitude, 70th percentile threshold. \n", + " - Additionally, we load `extremes_NTR.pkl`, which contains a list of `pandas.DataFrame` objects, each representing detected storm surge events for a station. Each dataframe has:\n", + " - **Index**: Timestamps of event maxima (datetime index) \n", + " - **Columns**:\n", + " - `max`: surge maximum of the event \n", + " - `duration`: event duration in hours \n", + " - `start`: datetime of the event start \n", + " - `end`: datetime of the event end \n", + "\n", + "2. **Extract storm surge hydrographs** \n", + " Event hydrographs have varying durations and sampling frequencies, so they are re-sampled to the same number of steps for clustering.\n", + "\n", + "3. **Clustering of hydrographs** \n", + " A multi-step process is used to identify patterns in the storm surge hydrographs.\n", + "\n", + "
\n", + "\n", + "> The methodology is described in more detail in: \n", + "> Pupić Vurilj, M. et al. *Storm surge hydrographs from historical observations of sea level along the Dutch North Sea coast.* \n", + "> **Nat Hazards (2025).** [https://doi.org/10.1007/s11069-025-07351-8](https://doi.org/10.1007/s11069-025-07351-8)\n", + "\n", + "**Figure:** \n", + "*Methodology from the paper mentioned above. This notebook covers steps (iii) and (iv).*\n", + "\n", + "
\n", + " \n", + "
\n" + ] + }, + { + "cell_type": "markdown", + "id": "efc0f9c7-105e-44c7-8439-fd16f53edeb4", + "metadata": {}, + "source": [ + "## 1. Load Data" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "c29a745a-a5e1-4add-bc4a-cb51c3f193e6", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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stationlonlat
0Huibertgat6.39843353.573748
1Schiermonnikoog6.20290853.468935
2Eemshaven6.82839253.448699
3Nes5.75890753.429936
4Lauwersoog6.19695253.408684
5West_Terschelling5.22002653.363043
6Vlieland_Haven5.09145653.296125
7Harlingen5.40934253.175632
8Oudeschild4.85019253.038833
9Den_Helder4.74499052.964357
10Petten_Zuid4.64970252.772657
11Scheveningen4.26356352.099033
12Hoek_van_Holland4.11988151.977572
13Brouwershavensche_Gat_083.81148351.750754
14Westkapelle3.44003151.521445
15Cadzand3.37627551.379296
\n", + "
" + ], + "text/plain": [ + " station lon lat\n", + "0 Huibertgat 6.398433 53.573748\n", + "1 Schiermonnikoog 6.202908 53.468935\n", + "2 Eemshaven 6.828392 53.448699\n", + "3 Nes 5.758907 53.429936\n", + "4 Lauwersoog 6.196952 53.408684\n", + "5 West_Terschelling 5.220026 53.363043\n", + "6 Vlieland_Haven 5.091456 53.296125\n", + "7 Harlingen 5.409342 53.175632\n", + "8 Oudeschild 4.850192 53.038833\n", + "9 Den_Helder 4.744990 52.964357\n", + "10 Petten_Zuid 4.649702 52.772657\n", + "11 Scheveningen 4.263563 52.099033\n", + "12 Hoek_van_Holland 4.119881 51.977572\n", + "13 Brouwershavensche_Gat_08 3.811483 51.750754\n", + "14 Westkapelle 3.440031 51.521445\n", + "15 Cadzand 3.376275 51.379296" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import pandas as pd\n", + "\n", + "# Load station info (names,lon,lat)\n", + "stations = pd.read_csv(\"inputs/stations_info.csv\", usecols=[\"station\", \"lon\", \"lat\"])\n", + "stations" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "aac66cbf", + "metadata": {}, + "outputs": [], + "source": [ + "# TODO: Check if this is correct to set stations as a global variable\n", + "# TODO for user: Change 2 to len(stations) and remove from pickle loading\n", + "\n", + "import pickle\n", + "\n", + "# Load non-tidal residual data per station in a list\n", + "NTR = []\n", + "for i in range(2): # len(stations)\n", + " ntr_element = pd.read_pickle(f\"inputs/NTR/ntr_{i}.pkl\")\n", + " # Append loaded data to lists\n", + " NTR.append(ntr_element)\n", + "\n", + "# Load POT events for each station (lists) using 70th percentile\n", + "with open(\"outputs/extremes_NTR.pkl\", \"rb\") as f:\n", + " # TODO: Check if this is correct to set extremes_NTR as a global variable\n", + " globals()[\"extremes_NTR\"] = pickle.load(f)[:2]" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "a78c5a7f-dc87-4e9f-a07e-59e5d8184980", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from utils.event_types import plot_stations\n", + "\n", + "# Dutch coast extent [lon_min, lon_max, lat_min, lat_max]\n", + "coast_extent = [3.2, 7.2, 51, 53.7]\n", + "plot_stations(stations[\"lat\"], stations[\"lon\"], coast_extent)" + ] + }, + { + "cell_type": "markdown", + "id": "5a107b8f-27b9-4d8d-8ed9-5e72ea268207", + "metadata": {}, + "source": [ + "## 2. Extract storm surge hydrographs\n", + "\n", + "Distance-based clustering, such as K-medians, is a vector quantisation method that requires a constant number of dimensions. Therefore, the storm surge time series need to have the same number of time steps as they are used as features in clustering. Since the events in the dataset have varying time steps (∆t) and durations (D), it was necessary to normalise and interpolate the time series in time to allow for comparison of the different event shapes and durations\n", + "\n", + "The hydrographs are extracted following these steps:\n", + "\n", + "**a. Determine the maximum time interval for resampling** \n", + "A regular time grid is defined using the chosen `max_interval`, which sets the number of time steps for each hydrograph.\n", + "$$\n", + "\\Delta t_{\\text{new}} = \\frac{1}{\\max(\\Delta t \\cdot D)}\n", + "$$\n", + "\n", + "**b. Extract and normalise each event's time series** \n", + "For each extreme event:\n", + "- The corresponding segment of the NTR time series is extracted between the event's **start** and **end** timestamps.\n", + "- The extracted time series is **normalised** allowing comparison across events of different durations.\n", + "\n", + "**c. Resample the normalised time series** \n", + "- Each normalised event is interpolated onto the regular time grid using **slinear (linear spline)** interpolation." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "4754b977-4d66-41c7-a750-e1577ace56b7", + "metadata": {}, + "outputs": [], + "source": [ + "## Determine the maximum time interval for resampling\n", + "# this takes a few minutes to run\n", + "\n", + "from utils.event_types import get_max_resample_interval, normalize_per_duration\n", + "\n", + "max_interval, timeseries_max, idx_station, dt_max, dur_max = get_max_resample_interval(\n", + " extremes_NTR, NTR\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "1b6a9863-4612-46b7-b588-7a6cc61b4157", + "metadata": {}, + "outputs": [], + "source": [ + "## Extract hydrographs\n", + "\n", + "from utils.event_types import extract_hydrographs\n", + "\n", + "hydrographs_NTR = extract_hydrographs(\n", + " extremes_NTR, NTR, max_interval, normalize_per_duration\n", + ")" + ] + }, + { + "cell_type": "markdown", + "id": "24cd439d-708e-45cd-b567-67d1293b3f40", + "metadata": {}, + "source": [ + "## 3. Clustering of hydrographs\n", + "\n", + "Clustering is performed following these steps:\n", + "\n", + "**a. Principal component analysis (PCA)** \n", + "**Features:** Hydrograph + Event Duration \n", + "Both features are weighted to contribute equally (50% each) to the variance in PCA.\n", + "\n", + "**b. Maximum disimilarity algorithm (MDA)** \n", + "Select a subset of 10% of the total data (4,584 events) to ensure a representative sample.\n", + "\n", + "**c. K-Medians** \n", + "Clustering of the MDA subset into 400 clusters using the K-medians algorithm (Wittek 2014), applying K-means++ as the initialization step.\n", + "\n", + "**d. OPTICS** \n", + "Clustering of the 400 centroids using the “Ordering Points To Identify the Clustering Structure” (OPTICS) (Ankerst et al. 1999) algorithm to merge some clusters.\n", + "\n", + "**e. Refinement** \n", + "Manual removal and merge based on Self-organising Maps (SOM) topology" + ] + }, + { + "cell_type": "markdown", + "id": "eced1b03-f203-489d-ab6e-61ae1966778d", + "metadata": {}, + "source": [ + "### PCA" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "8c257be3-9c1e-4e4f-a647-31a59e2dae6e", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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<xarray.Dataset> Size: 13MB\n",
+       "Dimensions:    (events: 4949, timesteps: 337)\n",
+       "Coordinates:\n",
+       "  * events     (events) int64 40kB 0 1 2 3 4 5 ... 4943 4944 4945 4946 4947 4948\n",
+       "  * timesteps  (timesteps) int64 3kB 0 1 2 3 4 5 6 ... 331 332 333 334 335 336\n",
+       "Data variables:\n",
+       "    features   (events, timesteps) float64 13MB 0.005455 0.00296 ... -0.8829
" + ], + "text/plain": [ + " Size: 13MB\n", + "Dimensions: (events: 4949, timesteps: 337)\n", + "Coordinates:\n", + " * events (events) int64 40kB 0 1 2 3 4 5 ... 4943 4944 4945 4946 4947 4948\n", + " * timesteps (timesteps) int64 3kB 0 1 2 3 4 5 6 ... 331 332 333 334 335 336\n", + "Data variables:\n", + " features (events, timesteps) float64 13MB 0.005455 0.00296 ... -0.8829" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import xarray as xr\n", + "from utils.event_types import prepare_weighted_features\n", + "\n", + "# Combined weighted feature matrix (hydrograph + duration) for clustering\n", + "features = prepare_weighted_features(extremes_NTR, hydrographs_NTR)\n", + "features_dataset = xr.Dataset(\n", + " data_vars={\"features\": ((\"events\", \"timesteps\"), features)},\n", + " coords={\"events\": range(features.shape[0]), \"timesteps\": range(features.shape[1])},\n", + ")\n", + "features_dataset" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "47d0e15a", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2025-09-30 15:33:55,712 - PCA - WARNING - Using 337 out of 337 available variables \n", + "If this is originated by using few times, please check 'nan_threshold_to_drop' parameter in fit method\n" + ] + }, + { + "data": { + "text/html": [ + "
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<xarray.Dataset> Size: 3MB\n",
+       "Dimensions:      (events: 4949, n_component: 63)\n",
+       "Coordinates:\n",
+       "  * events       (events) int64 40kB 0 1 2 3 4 5 ... 4944 4945 4946 4947 4948\n",
+       "  * n_component  (n_component) int64 504B 0 1 2 3 4 5 6 ... 56 57 58 59 60 61 62\n",
+       "Data variables:\n",
+       "    PCs          (events, n_component) float64 2MB -1.817 5.173 ... -0.1042\n",
+       "    stds         (n_component) float64 504B 10.76 7.272 5.74 ... 0.3746 0.3662
" + ], + "text/plain": [ + " Size: 3MB\n", + "Dimensions: (events: 4949, n_component: 63)\n", + "Coordinates:\n", + " * events (events) int64 40kB 0 1 2 3 4 5 ... 4944 4945 4946 4947 4948\n", + " * n_component (n_component) int64 504B 0 1 2 3 4 5 6 ... 56 57 58 59 60 61 62\n", + "Data variables:\n", + " PCs (events, n_component) float64 2MB -1.817 5.173 ... -0.1042\n", + " stds (n_component) float64 504B 10.76 7.272 5.74 ... 0.3746 0.3662" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from bluemath_tk.datamining.pca import PCA\n", + "\n", + "# PCA\n", + "pca = PCA(\n", + " n_components=0.99\n", + ") # random_state=42 missing in the latest version of bluemath_tk\n", + "pca_reduced = pca.fit_transform(\n", + " data=features_dataset,\n", + " vars_to_stack=[\"features\"],\n", + " coords_to_stack=[\"timesteps\"],\n", + " pca_dim_for_rows=\"events\",\n", + ")\n", + "pca_reduced" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "4caa97dd", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from bluemath_tk.datamining.mda import MDA\n", + "\n", + "mda = MDA(num_centers=4584) # 4584\n", + "nearest_centroids_idxs, nearest_centroids_df = mda.fit_predict(\n", + " data=pca.pcs_df.iloc[:, :3]\n", + ")\n", + "\n", + "mda.plot_selected_centroids(plot_text=False)" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "a08c0c99-00df-4bce-b0ab-ce3a58307a3e", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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luz179uyqV69eqvpOK1OnTjVcNiV37tzavn27ihYtainr2LGjKlSooPfee8/u/j/++GPDu4jGjh2rN954I1FZ165d1aZNG3Xs2DFReXR0tL7++mt9/PHHdu83PX399dd65ZVXLM9r1KihMmXKGNb19vbW2rVr9cQTT0i6n0Di6+ubqP0D27Ztc07AAAAAWUhISIhh+eXLl9M5kuR9+eWXeuuttxKVJZ0ZsHnz5rp48WKKffXs2VN169ZVly5dEpXfunVLW7Zs0ZNPPilJypkzp+V8w1YySZEiRdL0nGTZsmXatWuXVbm3t7fWrVunmjVrWspatmypp556SvXr17c6J9m1a5eWLVumNm3a2LVfLy8vrV69OtFradmypapWrWqVpGA2m7Vjxw61b9/ekZeWpr777jvD8qeffloLFiywJI00adJEzz77rOrXr2/4vtpSqlQpXblyJcXkk+7du6tTp06qUaNGonKz2azVq1cnSp5o2rSpypUrpwMHDiSqO3XqVKvkiZMnT2rHjh1W+0s668SVK1cMz/NXr16twoUL24z7zJkzmj9/vnLmzGmzDgAAAAA4imU7gEzMaBmOLVu2aMWKFVZ3gzRt2lSlSpVK1X48PT2VkJCg9evXa/DgwWrSpIkKFy6sHDlyyNPTUyaTSSaTST4+PlaJE5K0c+dOq7IVK1YY7qtJkyaJkhoeaNWqldUP6qnVokULq314e3tbXXh84OTJk2my34xq1apVhuVDhgxJlDjxwDvvvKOwsDC7+r53756WLl1qVV6qVCmrxIkHOnTooMcee8yqPDXrHqeHokWLWl0oLF26tPLly2dYv1u3bpbEiQeMpr+VpMjIyDSJEQAAICsLDAw0LE86K4MrNW7c2CpxwsiDpPWrV69q5syZ6tmzp6pWrap8+fLJz8/Pcu5lMplsnr8YnX+lp99//92wvG/fvokSJx6oWbOm4cwXkrRkyRK79/v8889bJYEEBgbaTJBw5XnesWPH9O+//1qVe3p6avz48VYJD/7+/jZnC7TFw8NDJpNJt27d0oIFC/T888+rVq1aCgkJkb+/v2W7yWSySpx4wGgsvfzyy1Zle/bssZrhw2jWCQ8PD/Xq1StRWVBQkGGCR9IEjaQKFSqkN99806WzhwAAAADIeph5AsjkBg0apO+//z5RWffu3XXv3j2reqm1fft2DRgwwOZMESkxuuPL6A4USerUqZPNfp5++mn98ssvqYrhYd26dTMst3VXy/Xr1x95nxmV2Wy2LCWRlK2LjJ6enmrTpo3V7CZG9uzZY3jR+siRIw5NvytJ//zzj65evarg4GCH2jlbq1at5OFhnYtYoEABw7sGje6cK1CggGHfWXnsAQAApBVbSRIZ6Y70AQMG2F13zJgx+uijj3Tz5s1U7cvVM25s2bLFsLxDhw4223Ts2FGTJ0+2uy8jmek8z2gpEen+zIW2zg2aNGmiwMBAh8bFjz/+qLfeesuu2UyMGI2lXr166d1337V6/6ZNm5Zo5kWj5ImmTZuqUKFCicr8/PxUuXJlq1k1WrVqpWrVqqlSpUoqVaqUSpUqpTJlyqhUqVKG518AAAAAkBY42wAyuSpVqljdvXPt2rVEzwsWLJjq6UjDw8PVuHHjVCdOSMYXpZKup/qAraUOJKls2bKpjuFhFStWNCz38/MzLE+aiJKV3LhxQ7dv37YqN5lMKlmypM12pUuXtqv/c+fOpTq2pMxmc5r2l1ZsvRf+/v6G5UYzwGTLls2wblYeewAAAGnF1nfEPHnypHMkttm7DOCbb76pt99+O9WJE5LrE3BtfR7JnUPYOg88f/683fvNTOd5ts6Hk3uPPDw8Ei2hkZJvvvlGvXr1SnXihGQ8lvz9/a2W3pCkOXPm6NatW5Luz6BnlCDSt29fw/188MEHhuURERH6/vvv9c4776hjx44qW7ascufOraeeekoLFy40XB4SAAAAAB4FyRNAFjBw4MBktw8YMMAy/auj+vfvr5iYmFS1fcBo/dLo6GjDuram3E1pmyNszVzg5ZV1JuOJj4+3q56ti7LZs2dPdszYSgxIKq0v3F65ciVN+0sLOXLkMCy3NZ4y0h2QAAAAmd3t27dtJnonlwxsL3u/V6ckJCQkxTo7duzQuHHjHnlfrv5B2dZMIMmdQ9ja5sj5RGY6z7N1HmYr0eMBe8/DTp8+rXfeecfhuJKyNZZeeuklq5kEb968aZltwmjWiZw5c9pcirNjx46aOnWqAgICUozp2rVr+v3339WlSxfVqlVLly5dSrENAAAAANiL5AkgC+jataty585tuM3b21v9+/dPVb9///23/vnnH8Ntr7/+uvbs2aPr16/LbDZb/ooUKWJX37YSIZJL1LCVcOEoW0kBji4jkRHExcUZll+9etWu9rY+hzt37iR7ofjBHUUpCQoKsquevTLiTAyOThnLFLMAAABp57fffrP5nbhp06Z29/Oo36tT4uPjk2KdH374wTDxvECBAvr+++916tQp3b1713LutW7dujSJLa3ZSi5O7hzC1jZHEo8z03leas6HJfvPwxYsWKDY2FjD/X799df6999/FRsbaxlL//77r139PlCyZEm1bNnSqnzq1KmW/SfVtWvXZP8/6Nevn06dOqWJEyeqXbt2yp8/f4px7Nixw3AWDAAAAABIrYyXfg/AYT4+Purbt6/GjBljta1Dhw4KDQ1NVb+21mHt06eP4R1R8fHxdq+va+tCyJEjR9SoUSPDbQcPHrSr76zI1t1Sti6e7d27165+c+TIIR8fH6ulO8xms44ePWpz+twjR47Y1b+tO+waNWqkjz/+2K4+HmZrKl4AAAC4n7i4OI0ePdpwm6+vr+F5hbO+V6cFW+dfc+bMUcOGDa3KbS394GqhoaGGM8YdPnxYxYsXN2xz6NAhw3J7ZuzIjPLly2dYfvjwYZttEhISdOzYMbv6tzWWvvnmG/Xu3duqPDVj6ZVXXtGKFSsSlW3dulVLly7V33//bVXfniSH4OBgDRw40DK75rVr13T8+HH9+++/ioiI0PTp062uOSxbtkynTp2y+0YOAAAAAEgOyRNAFjFw4ECNHTvW6k6lQYMGpbrPqKgow/KqVasalq9atcruJT5q1KhhdaFFkpYuXaoBAwYYtvn555/t6juj8vDwsJr21N5pgG3dmXTy5ElVrlw5UVlCQoIWLlxoV78mk0lVq1bVli1brLYtWbLEMHkiPj5eS5cutav/SpUqKTAw0Gpa2v3796tatWp23YH3wL179zLklLsAAABwjTfeeEO7d+823DZo0CDDWQuc9b06LTh6/rV48WKH+rc1M0NaLU3yQN26dbV//36r8l9//VVPPvmkYRtbr6Vu3bppGltGUb16dcPyiIgInTt3zvAGiA0bNthc7iMpZ48lSXryySdVokQJq4QOoySJ0qVLq3bt2g7vIygoSFWrVlXVqlX1zDPPqGXLloYzyuzevZvkCQAAAABpgrnDgSyiePHiVtNmlitXzuYsDvawtd7o2rVrrcrOnj2rl156ye6+W7VqZVi+ZMkSrV692qp81apVmT55wuj9vHDhgl1Tr4aFhRmW//jjj1YJM2PGjLF555aRFi1aGJZ/8cUXOnXqlFX5mDFjFBkZaVffXl5eat26tVX5pUuXNGDAAJvTIz9w48YNzZkzR/Xr19fs2bPt2icAAACytrNnz6pLly769ttvDbcHBwdryJAhhtuc+b36Udk6/zJanmPu3LkOJ3bY6v/48eMO9ZOS9u3bG5bPmDFD27Ztsyrftm2bpk+fbtimbdu2aRpbRlGiRAnDWTji4+M1ePBgq7EYExNjc0wbcWQsbdy4UV9//bXdfT9gMpkMrwEYzUaZ0qwTQ4cO1erVq1NM5LG1lKe9N3EAAAAAQEq4hRfIQmbMmKEzZ85YntuaCtRetpZI+PXXX9WlSxd17dpVQUFBioiI0Lhx4xya6rN27dqqXLmy1Z1iZrNZ7dq108svv6xmzZpJup+s8c033xiu/5uZhIWFad++fYnK4uLi1KVLF/3vf/9T3rx5LevxlipVKtHnV6tWLY0fP96qz59//lndunVT3759dffuXS1YsMDhJIN+/frpk08+sUpkuHz5smrUqKG33npLTzzxhG7evKlFixY53P8HH3yghQsXWs268eOPP2rNmjV6/vnnVa5cOYWEhOj27duKiorS/v37tWPHDm3evFl3796VJP3vf/9zaL8AAADI3Pbt2ycvLy8lJCTo2rVrOnXqlDZs2KA//vhDd+7cMWzj6emp+fPn2zwXcub36kdVsWJF7dq1y6q8V69eevPNN1WjRg3duXNHixcv1g8//ODw+ZGtxJFFixapbNmyqlGjhvz9/S3l9erVc+wF/P9at25teK4XFxenJk2a6JVXXlGjRo1kMpm0adMmjR8/3jCpulKlSmrTpk2qYsgMXnzxRcOEiPnz5+vixYvq16+fQkNDdezYMY0fP95wNg9bKlasaDibxJAhQ3TmzBk1bNhQJpNJK1eu1KRJkyznXI7q27ev3n///WRvCPDw8NBzzz2XbD+//vqrPv/8c+XMmVONGzdW5cqVVapUKQUHB8vX11dXr17Vjh07NGHCBMP2BQsWTFX8AAAAAJAUyRNAFhISEpKma8LWq1dPhQsX1unTp622LVy40OpOJy8vL3l7eys2Ntau/r/++ms1btzY6qLfnTt3NHbsWI0dOzZRuclkytQJFLVr17ZKnpDur9G6bNmyRGUzZsxIdHdOu3btDJe/kKQFCxZowYIFqY6rQIECevvttzVq1CirbRcuXNDbb7+d6r4lqXz58vrwww81YsQIq23nzp3Tp59++kj9AwAAIGt69dVXHarv4eGhSZMmqXnz5jbrOPN79aPq0aOHfvjhB6vy69ev68MPP7Qqt/U6bKlQoYJhm7i4OMP+U3vuZTKZNGXKFDVs2NDq3DAmJkaff/65Pv/882T78PHx0ZQpUyzJ5VnRSy+9pKlTp+ro0aNW29a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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from utils.event_types import (\n", + " count_events_per_station,\n", + " extract_chosen_events,\n", + " plot_magnitude_duration_violin,\n", + ")\n", + "\n", + "# Info about chosen events\n", + "selected = extract_chosen_events(\n", + " mda.centroid_real_indices, extremes_NTR, hydrographs_NTR, stations[\"station\"]\n", + ")\n", + "station_event_counts = count_events_per_station(selected)\n", + "\n", + "# Plot distribution per station for MDA subset\n", + "plot_magnitude_duration_violin(\n", + " chosen_events=selected, station_names=stations[\"station\"]\n", + ")" + ] + }, + { + "cell_type": "markdown", + "id": "5b20d9b1-be16-446f-a0b2-333aeab5f75b", + "metadata": {}, + "source": [ + "### K-medians (pyclustering)" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "3a5011aa-8d7e-4bed-b961-0c68ab051f07", + "metadata": {}, + "outputs": [], + "source": [ + "from pyclustering.cluster.kmedians import kmedians\n", + "from sklearn.cluster import kmeans_plusplus\n", + "\n", + "k = 400 # number of clusters (around 10% of MDA subset)\n", + "\n", + "initial_medians, indexes = kmeans_plusplus(\n", + " mda.data.values, n_clusters=k, random_state=42\n", + ")\n", + "# initial_medians = np.random.rand(k, selected_events.shape[1])\n", + "\n", + "kmedians_instance = kmedians(\n", + " data=mda.data.values, initial_medians=initial_medians, amount_clusters=k\n", + ")\n", + "\n", + "# Run KMedians clustering\n", + "kmedians_instance.process()\n", + "\n", + "# Retrieve cluster labels\n", + "kmed_labels = kmedians_instance.get_clusters()" + ] + }, + { + "cell_type": "markdown", + "id": "5e496078-0755-41c3-8c25-9755b7f97812", + "metadata": {}, + "source": [ + "### OPTICS\n", + "\n", + "OPTICS is a density-based clustering algorithm.\n" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "1c8d4241-a8f9-4665-8c6c-f2c46d52fe56", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Number of noise points: 139\n", + "Number of clusters: 102\n" + ] + } + ], + "source": [ + "import numpy as np\n", + "from sklearn.cluster import OPTICS\n", + "from sklearn.metrics import pairwise_distances\n", + "\n", + "centroids = np.array(kmedians_instance.get_medians())\n", + "\n", + "# Timeseries closest to the centroid (medoid)\n", + "closest_points = []\n", + "closest_point_indices = []\n", + "for centroid in centroids:\n", + " distances = pairwise_distances(mda.data.values, [centroid], metric=\"manhattan\")\n", + " closest_point_index = np.argmin(distances)\n", + " closest_points.append(mda.data.values[closest_point_index])\n", + " closest_point_indices.append(closest_point_index)\n", + "\n", + "closest_points = np.array(closest_points)\n", + "\n", + "# Apply OPTICS clustering to the medoid\n", + "optics = OPTICS(min_samples=2, xi=0) # Adjust parameters as needed\n", + "optics.fit(closest_points)\n", + "\n", + "# Retrieve the cluster labels from OPTICS\n", + "optics_labels = optics.labels_\n", + "\n", + "num_noise_points = np.sum(optics_labels == -1)\n", + "max_optics_clusters = max(optics_labels)\n", + "print(\"Number of noise points:\", num_noise_points)\n", + "print(\"Number of clusters:\", max_optics_clusters)" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "d594f0ba-d6fa-46fd-ad86-442311563b2b", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[[2819,\n", + " 773,\n", + " 1286,\n", + " 4369,\n", + " 1683,\n", + " 2838,\n", + " 3355,\n", + " 3484,\n", + " 1949,\n", + " 928,\n", + " 3360,\n", + " 3236,\n", + " 293,\n", + " 2858,\n", + " 2299,\n", + " 4911,\n", + " 819,\n", + " 182,\n", + " 4150,\n", + " 4281,\n", + " 3770,\n", + " 1595,\n", + " 3388,\n", + " 1857,\n", + " 1092,\n", + " 4678,\n", + " 4683,\n", + " 2507,\n", + " 1229,\n", + " 849,\n", + " 4434,\n", + " 1747,\n", + " 2133,\n", + " 3287,\n", 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" [2553,\n", + " 2269,\n", + " 2446,\n", + " 1205,\n", + " 130,\n", + " 2561,\n", + " 982,\n", + " 174,\n", + " 1540,\n", + " 2393,\n", + " 4028,\n", + " 1558,\n", + " 1186,\n", + " 934,\n", + " 1772,\n", + " 1216,\n", + " 3722,\n", + " 3793,\n", + " 2004,\n", + " 2223,\n", + " 2205,\n", + " 4858,\n", + " 4826,\n", + " 1012,\n", + " 1460,\n", + " 4058,\n", + " 3476,\n", + " 1938,\n", + " 2675],\n", + " [661,\n", + " 3060,\n", + " 4443,\n", + " 3416,\n", + " 908,\n", + " 3599,\n", + " 1126,\n", + " 2748,\n", + " 3200,\n", + " 1928,\n", + " 2913,\n", + " 1685,\n", + " 1056,\n", + " 1387,\n", + " 390,\n", + " 2500,\n", + " 3258,\n", + " 1978],\n", + " [4545, 3137, 1105, 757, 3241, 704],\n", + " [2195, 3138],\n", + " [3381,\n", + " 461,\n", + " 4006,\n", + " 1067,\n", + " 2435,\n", + " 169,\n", + " 728,\n", + " 2333,\n", + " 3335,\n", + " 4738,\n", + " 529,\n", + " 3068,\n", + " 1945,\n", + " 916],\n", + " [3544,\n", + " 2024,\n", + " 2413,\n", + " 3126,\n", + " 4171,\n", + " 429,\n", + " 4336,\n", + " 3230,\n", + " 4015,\n", + " 2169,\n", + " 710,\n", + " 764,\n", + " 1824,\n", + " 4932],\n", + " [4891, 4056, 1680, 3352, 4177, 786, 2266, 1181, 336, 2042, 82, 3453],\n", + " [4209, 1224, 3765, 2814],\n", + " [41, 1923, 3246],\n", + " [4780, 4034, 4896, 3612, 2824, 3684, 2280, 1138, 300],\n", + " [2636,\n", + " 694,\n", + " 2980,\n", + " 4833,\n", + " 1893,\n", + " 2758,\n", + " 3233,\n", + " 894,\n", + " 675,\n", + " 525,\n", + " 3062,\n", + " 1213,\n", + " 3869,\n", + " 3431,\n", + " 3757,\n", + " 90,\n", + " 2676]]" + ] + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from utils.event_types import merge_kmedians_with_optics\n", + "\n", + "## Merge K-medians clusters based on OPTICS results\n", + "merged_labels = merge_kmedians_with_optics(kmed_labels, optics_labels)\n", + "merged_labels" + ] + }, + { + "cell_type": "markdown", + "id": "775cd1ea-f3bf-450a-bc58-a7597ea0e7d8", + "metadata": {}, + "source": [ + "### Refinement" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "id": "8072d37f-4288-488c-96a9-9361d065829c", + "metadata": {}, + "outputs": [], + "source": [ + "# from utils.refinement import (\n", + "# filter_clusters_by_removal_and_centroid,\n", + "# manual_merge_step_one,\n", + "# manual_merge_step_three,\n", + "# manual_merge_step_two,\n", + "# )\n", + "\n", + "# # Manual removal and filter centroid maxima > 1\n", + "# filtered_clusters = filter_clusters_by_removal_and_centroid(\n", + "# merged_labels, hydrographs_NTR, pd.Series(mda.centroid_real_indices)\n", + "# )\n", + "\n", + "# # Manual merge\n", + "# step1 = manual_merge_step_one(filtered_clusters)\n", + "# step2 = manual_merge_step_two(step1)\n", + "# manual_merge_clusters = manual_merge_step_three(step2)\n", + "\n", + "# # Filter out clusters with less than 5 timeseries\n", + "# final_clusters = [labels for labels in manual_merge_clusters if len(labels) >= 5]" + ] + }, + { + "cell_type": "markdown", + "id": "4d7428ad-a870-4e17-ab4d-196c31be63c7", + "metadata": {}, + "source": [ + "### Clusters plot" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "id": "61085f41-4baa-4f87-8207-a2dbd865c435", + "metadata": {}, + "outputs": [], + "source": [ + "# from utils.event_types import plot_clusters_NTR_only\n", + "\n", + "# plot_clusters_NTR_only(\n", + "# final_clusters, hydrographs_NTR, pd.Series(mda.centroid_real_indices)\n", + "# )" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "bluemath-311-dev", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.13" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/methods/statistical_downscaling/ExtremeEventClassification/04_characterisation.ipynb b/methods/statistical_downscaling/ExtremeEventClassification/04_characterisation.ipynb new file mode 100644 index 00000000..0d73082f --- /dev/null +++ b/methods/statistical_downscaling/ExtremeEventClassification/04_characterisation.ipynb @@ -0,0 +1,731 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "dc4cac19-a4a3-41f3-90c7-db2febaf31d6", + "metadata": {}, + "source": [ + "# Further characterisation of event types\n", + "\n", + "**Characteristics explored in this notebook:**\n", + "\n", + "\n", + "**1. Prevalent clusters across stations** \n", + "The percentage of each event type at each tide gauge station was calculated to identify the prevalent event types.\n", + "\n", + "**2. Yearly count of events per cluster** \n", + "Peaks within a cluster that occurred within ±2 days of each other were grouped as a single event, accounting for the possibility that the event impacted different stations at different times. Each unique group of peaks was then counted as **one event**, regardless of how many stations recorded it.\n", + "\n", + "**3. Correlation with North Atlantic Oscillation (NAO) index** \n", + "Correlation between the **mean yearly NAO index** and the **annual count of storm surge events** was calculated to explore atmospheric influence on surge activity.\n", + "\n", + "**4. Cumulative intensity of an event** \n", + "The intensity of a storm surge was determined by integrating sea level values that exceeded the 99th percentile over the event’s duration:\n", + "$$\n", + "I = \\int_{t_i}^{t_f} \\mathrm{NTR}_{\\text{above}}(t) \\, dt\n", + "$$\n", + "\n", + "**5. Tide–surge phase difference** \n", + "- Surge peaks were identified from time series data. \n", + "- The **phase difference** between each extracted surge peak and the nearest high tide was calculated as:\n", + "$$\n", + "\\varphi = t_{\\text{peak surge}} - t_{\\text{high tide}}\n", + "$$\n", + "\n", + "
\n", + "\n", + "> More details can be found in: \n", + "> Pupić Vurilj, M. et al. *Storm surge hydrographs from historical observations of sea level along the Dutch North Sea coast.* \n", + "> **Nat Hazards (2025).** \n", + "> [https://doi.org/10.1007/s11069-025-07351-8](https://doi.org/10.1007/s11069-025-07351-8)\n", + "\n", + "
\n", + "\n", + "**Data to be loaded:**\n", + "- Non-tidal residual (NTR) data are stored as `.pkl` files, each containing a `pandas.Series` with a datetime index.\n", + "- High tide data are also stored as `.pkl` files, each containing a `pandas.Series` with a datetime index.\n", + "- Station metadata is provided in a `stations_info.csv` file, which includes station name, longitude, and latitude, 70th percentile threshold, and 99th percentile threshold.\n", + "- `extremes_NTR.pkl`, which contains a list of `pandas.DataFrame` objects, each representing detected storm surge events for a station (using 70th percentile method). Each dataframe has:\n", + " - **Index**: Timestamps of event maxima (datetime index) \n", + " - **Columns**:\n", + " - `max`: surge maximum of the event \n", + " - `duration`: event duration in hours \n", + " - `start`: datetime of the event start \n", + " - `end`: datetime of the event end\n", + "- `event_types.h5` that contains event types and associated hydrographs (event_types (dict) structured by type -> station -> index -> np.array)\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "09fed17a-ea1c-4598-b031-898634f05f7d", + "metadata": {}, + "outputs": [], + "source": [ + "## Import Libraries\n", + "\n", + "# import os\n", + "# import sys\n", + "# from pathlib import Path\n", + "# import pickle\n", + "# import h5py\n", + "# import pandas as pd\n", + "# import numpy as np\n", + "# from collections import defaultdict, Counter\n", + "# from datetime import timedelta\n", + "# import matplotlib.pyplot as plt\n", + "# import re\n", + "# import requests\n", + "# from scipy.stats import pearsonr, spearmanr, kendalltau\n", + "# import heapq\n", + "# import matplotlib.dates as mdates\n", + "# from matplotlib.gridspec import GridSpec\n", + "# import scipy.signal\n", + "# import seaborn as sns\n" + ] + }, + { + "cell_type": "markdown", + "id": "567419d0-f425-42c3-89ec-e3e3640ec99d", + "metadata": {}, + "source": [ + "## Load data" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "ee75e813-d88e-4801-8386-56291a3d8e6d", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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15Cadzand3.37627551.3792960.0891840.787374
\n", + "
" + ], + "text/plain": [ + " station lon lat p70 p99\n", + "0 Huibertgat 6.398433 53.573748 0.095109 0.900051\n", + "1 Schiermonnikoog 6.202908 53.468935 0.093707 1.000464\n", + "2 Eemshaven 6.828392 53.448699 0.096513 1.062970\n", + "3 Nes 5.758907 53.429936 0.092642 1.003521\n", + "4 Lauwersoog 6.196952 53.408684 0.093626 1.033275\n", + "5 West_Terschelling 5.220026 53.363043 0.085239 0.879679\n", + "6 Vlieland_Haven 5.091456 53.296125 0.081488 0.851187\n", + "7 Harlingen 5.409342 53.175632 0.093082 1.032932\n", + "8 Oudeschild 4.850192 53.038833 0.086672 0.878051\n", + "9 Den_Helder 4.744990 52.964357 0.085310 0.830807\n", + "10 Petten_Zuid 4.649702 52.772657 0.095584 0.823620\n", + "11 Scheveningen 4.263563 52.099033 0.088563 0.833140\n", + "12 Hoek_van_Holland 4.119881 51.977572 0.082166 0.765548\n", + "13 Brouwershavensche_Gat_08 3.811483 51.750754 0.088006 0.871274\n", + "14 Westkapelle 3.440031 51.521445 0.087057 0.780671\n", + "15 Cadzand 3.376275 51.379296 0.089184 0.787374" + ] + }, + "execution_count": 1, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import pandas as pd\n", + "\n", + "# Load station info (names,lon,lat)\n", + "stations = pd.read_csv(\"inputs/stations_info.csv\")\n", + "stations" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "153c8d66", + "metadata": {}, + "outputs": [], + "source": [ + "import pickle\n", + "\n", + "import h5py\n", + "\n", + "# Load non-tidal residual data per station in a list\n", + "NTR = []\n", + "high_tides = []\n", + "for i in range(len(stations)):\n", + " ntr_element = pd.read_pickle(f\"inputs/NTR/ntr_{i}.pkl\")\n", + " high_tide_element = pd.read_pickle(\n", + " f\"inputs/high_water_tide_detrended/high_water_tide_{i}.pkl\"\n", + " )\n", + " # Append loaded data to lists\n", + " NTR.append(ntr_element)\n", + " high_tides.append(high_tide_element)\n", + "\n", + "# Load POT events for each station (lists) using 70th percentile\n", + "with open(\"inputs/extremes_NTR.pkl\", \"rb\") as f:\n", + " globals()[\"extremes_NTR\"] = pickle.load(f)\n", + "\n", + "# Load event_types\n", + "event_types = {}\n", + "with h5py.File(\"inputs/event_types.h5\", \"r\") as f:\n", + " # Iterate over each cluster group\n", + " for cluster_name in f.keys():\n", + " cluster_group = f[cluster_name]\n", + " # Create a dictionary for this cluster\n", + " cluster_data = {}\n", + " # Iterate over each station in the cluster\n", + " for station_name in cluster_group.keys():\n", + " station_group = cluster_group[station_name]\n", + " # Create a dictionary for the station containing its time series directly\n", + " station_data = {}\n", + " # Iterate over each time series in the station group (series_0, series_1, ...)\n", + " for series_name in station_group.keys():\n", + " # Retrieve the time series data\n", + " hydrograph = station_group[series_name][:]\n", + " # Add the time series directly to the station data\n", + " station_data[series_name] = hydrograph\n", + " # Add the station data to the cluster data\n", + " cluster_data[station_name] = station_data\n", + " # Add the cluster data to the main loaded data dictionary\n", + " event_types[cluster_name] = cluster_data" + ] + }, + { + "cell_type": "markdown", + "id": "97db31d6-f16b-4b75-851f-7fcf4c40312c", + "metadata": {}, + "source": [ + "## 1. Prevalent clusters across stations" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "0ae6e6e2-954b-4c65-9a81-655eedad4249", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Brouwershavensche_Gat_08: Top event types: ['type_13']\n", + "Cadzand: Top event types: ['type_1']\n", + "Den_Helder: Top event types: ['type_1']\n", + "Eemshaven: Top event types: ['type_1']\n", + "Harlingen: Top event types: ['type_1']\n", + "Hoek_van_Holland: Top event types: ['type_3']\n", + "Huibertgat: Top event types: ['type_1']\n", + "Lauwersoog: Top event types: ['type_1']\n", + "Nes: Top event types: ['type_1', 'type_2']\n", + "Oudeschild: Top event types: ['type_1', 'type_23', 'type_4', 'type_5', 'type_6', 'type_7']\n", + "Petten_Zuid: Top event types: ['type_4']\n", + "Scheveningen: Top event types: ['type_2', 'type_8']\n", + "Schiermonnikoog: Top event types: ['type_1']\n", + "Vlieland_Haven: Top event types: ['type_2', 'type_5']\n", + "West_Terschelling: Top event types: ['type_3', 'type_4']\n", + "Westkapelle: Top event types: ['type_1']\n" + ] + } + ], + "source": [ + "from utils.characterisation import extract_top_event_types\n", + "\n", + "top_event_types, unique_top_types = extract_top_event_types(event_types)\n", + "\n", + "prevalent_types = {\n", + " etype: stations\n", + " for etype, stations in event_types.items()\n", + " if etype in unique_top_types\n", + "}\n", + "\n", + "# Print summary\n", + "for station, types in top_event_types.items():\n", + " print(f\"{station}: Top event types: {types}\")" + ] + }, + { + "cell_type": "markdown", + "id": "820094f3-5d4b-4962-b41b-142d43def0da", + "metadata": {}, + "source": [ + "## 2. Yearly count of events per cluster" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "3a675339-5fd5-4bed-9a6f-4edb1d50699a", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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vvXjwwQfjmWeeiXfeeSemT58e8+bNi/Ly8lh//fWjc+fOsccee8QRRxxR52FR48ePj0ceeSSef/75GDduXHz88cerfAIiSZLo2LFj7LrrrrHffvvF0UcfHRtttFGd9ltXrrjiiqUhttm4+uqrcxIYBgAApGf+/Jb5kxtuuCEWLFiQdf0+++wTPXr0yGNHAABQP5g9v2X2LB1pA8M6deoUm2++edb1e+65ZzRq1CgqKiqyqk8zrwIAQDEzI37LjFiaLrvsskK3UHDbbLNN7LvvvjFq1Kis1yxatCiPHQEAwIrMn98yf5aW9dZbL37xi1/EOeecEw0aNKj1fq1bt44rrrgiTjnllFTr3nvvvVqfXVvmT4DilmTSpAkQERFlZWXLhYVV34TbbLNN9OvXL3r37h3rrbdeodoDgHrjww8/jM0226zOz7399tvjlFNOiU6dOmX9asFHHHFE/Pe//63VuVVVVbHxxhtnnaR91FFHxQMPPLDK69O8alafPn1WeBLu6aefjgEDBsSTTz6Z9T4777xzXHbZZXHYYYdlvSat2bNnxy233BK33HJLrZ74SJIkDj744Pj5z38eBx54YA47LKwvvvgiNtpoo6x/uX2PPfaIsWPH5rkrAAAobubP1TN/mj/rwsKFC6NTp04xY8aMrNc89NBDef0cAACAXDJ7rp7Z0+z5XfPnz4911lkn6/rddtst9attb7jhhvHZZ59lVbvuuuvGl19+mWp/AABYFTPi6pkRzYi5cscdd0Tfvn2zrr/00ktjwIAB+Wsoh/r37x/XXXdd1vVt2rRJ9bNYAADqB/Pn6pk/zZ8rM3/+/GjevHlO91y0aFGsv/76MX/+/KzXNG/ePObNm5fTPmrC/AlQvPIbe1rPZTKZaN68efTr1y+ee+65GD9+fPTv319gGADUA40aNYpzzjkn6/pHHnkkPvnkk1qdOXr06KyfkIqI6NevX63OW5X58+dH3759Y5999kn1hFRExKuvvhqHH354HHvssTn/henKysr4y1/+EptvvnlceOGFtU5Kz2QyMWLEiDjooIPikEMOiffffz9HnRbW4MGDsw4Mi4i48sor89gNAACwJuZP8yffuP3221P9ksA222wTvXr1ymNHAABQf5g9zZ6lqHnz5ql+D6+ysjL1GYsXL866doMNNki9PwAAFCMzohmR+qFRo0ap6jfaaKM8dQIAACtn/jR/lqpcB4ZFRDRu3Dh22WWXVGsWLVqU8z5qwvwJULyEhtVQjx494l//+ldMmzYtbrnllujRo0ehWwIAcuzss8+OJk2aZFVbVVUV//rXv2p13t1335117YYbbhiHHnporc5bmU8//TR69OixQqp9Wvfff3/suuuu8cEHH+Skr/fffz/22GOP+MUvfpGXV28eOXJk7LTTTvHvf/8753vXtXvvvTfr2u222y723XffPHYDAABkw/xZc+bP+qGqqir++te/plpz4YUXpnoVPwAAWNuZPWvO7Fk4e+yxR9a1kydPjkwmk3X9rFmzYtasWVnX77rrrlnXAgBAsTMj1pwZkWIxceLEVPW77bZbnjoBAIBVM3/WnPmz/mnfvn2q+pYtW+apk3TMnwDFS2hYDbz55pvx7LPPxumnn56XpFAAoDi0bds2TjrppKzr//Wvf0VVVVWNzqqoqIj77rsv6/o+ffpEw4YNa3TWqnzyySexzz77xFtvvZWT/SZNmhT77LNPfPzxx7XaZ/To0dGjR4946aWXctLXqsyfPz/69OkTv//97/N6Tj7NmzcvnnvuuazrjzrqqDx2AwAAZMv8WTvmz9J37733xqRJk7Ku32STTeLkk0/OY0cAAFD/mD1rx+xZGMccc0zWtTNnzoxnn3026/qHH344VcjYQQcdlHUtAAAUOzNi7ZgRKbRZs2bFyJEjU6057LDD8tQNAACsmvmzdsyf9Uvaz+0NNtggT51kz/wJUNyEhtVA165dC90CAFBH+vfvn3Xtp59+Gg8//HCNznn88cdTJbSffvrpNTpnVebNmxeHH354zpLnq3366adx6KGHxoIFC2q0fvTo0XHooYemeoXn2howYED87//+b52dl0tPP/10VFRUZF3/3VdDePfdd+PGG2+Mk08+OXbYYYfYZJNNomnTplFeXh6tW7eOLl26xKGHHhqXXHJJjBgxIhYtWpTrdwEAANZa5s/aMX+WtquvvjpVff/+/aNRo0Z56gYAAOovs2ftmD3r3sknnxzt2rXLuv5Xv/pVVFZWrrFuzpw5cdlll2W9b5s2beKEE07Iuh4AAEqBGbF2zIgUypIlS+LHP/5xLFy4MOs1m222WRx++OF57AoAAFbN/Fk75s/6Y+LEianqd9555zx1kh3zJ0DxExoGALAa22+/ffTs2TPr+ptvvrlG59x9991Z1+6zzz6x1VZb1eicVbnvvvvi9ddfz+me1d566604//zzU6+bMGFCHHnkkfH111/noavV++1vfxtDhw6t83Nra9y4canqu3btGlVVVXH33XfH3nvvHVtvvXWcd955MWTIkHjjjTfi008/ja+//joqKipi9uzZMWHChBgxYkT84Q9/iEMPPTTatm0b5557brz//vt5eo8AAGDtYf6sPfNnaRo1alS8/PLLWde3bt06fvzjH+exIwAAqL/MnrVn9qxbTZo0ieuvvz7r+meeeSZOOOGE+Oqrr1ZZM3Xq1OjVq1eqn3Fefvnl0bhx46zrAQCgFJgRa8+MSF2bOHFi9OrVK+65555U6/72t79FWZk/IQQAoDDMn7Vn/ix9M2bMiPHjx6das+++++apmzUzfwKUBl9xAQDW4IILLsi6dsSIETFlypRU+y9atCiGDx+edX2/fv1S7Z+NTCaT8z2Xdeutt8ZTTz2Vdf3ixYvjhBNOiLlz5+axq9U766yz4qOPPirY+TWR5onFdu3axeTJk6NHjx5x0kknxTPPPJP6vLlz58Y//vGP6Nq1a1xwwQUxf/781HsAAADfMn/Wnvmz9Fx11VWp6s8+++xo0aJFnroBAID6z+xZe2bPuvWDH/wg1R9BPPDAA9GpU6f48Y9/HHfeeWeMHDkyRowYEbfddlv06dMntthiixg7dmzW+/Xq1SvOOuusmrQOAABFz4xYe2ZE8qGqqirmzp0bH3/8cYwePTquu+66OPTQQ6NLly4xcuTIVHv96le/isMOOyxPnQIAQHbMn7Vn/ixtt912W1RVVWVdX15eHscff3weO/qG+ROgtAkNAwBYgyOOOCK22GKLrGqXLFkS//rXv1Lt/8gjj8ScOXOyqm3ZsmWdDPsRETvuuGNcfvnlcffdd8fIkSPjrrvuigsvvDA23XTTGu33s5/9LOvav/zlL6mT08vKyuLwww+PwYMHx8SJE2Pu3LmxcOHCmDx5ctx1112x1157pdpv9uzZ8Ytf/CLVmkKbOHFi1rVz586N7t27xyuvvFLrcysrK+P666+PHXfcMd5+++1a7wcAAGsr86f5c20zfvz4GDFiRNb1jRs3TvXLQwAAwIrMnmbPUnTdddfFhRdeGEmSZFU/Z86cuOWWW+K0006LQw45JA499NDo169f/Pvf/071Sur7779/3HPPPVmfCwAApcaMaEaksD755JNIkmSFt4YNG0bLli2jY8eO0bNnz+jfv3+MGDEi1R+Yl5WVxaWXXhp/+MMf8vgeAABAdsyf5s+12RdffBFXX311qjWnnHJKrLvuujnrwfwJUD8lmXzHlrJKc+bMiSlTpsS0adNiwYIFsWDBgqisrFyupnfv3gXqDgAK7+uvv47nn39+hctHjBgRf/rTn7Le55prrokdd9wx6/ouXbpE+/btl7vsuuuui/79+2e1fsMNN4yPPvooGjZsmFX9D37wg/jPf/6TVe1ZZ50VN910U1a1Nf3F5fXXXz9uvPHGOPHEE1d6fVVVVfz5z3+O3/72t1FRUZFq7xEjRsTBBx+82ppZs2ZFx44dY968eVnvu/nmm8egQYNit912W23d7bffHuecc04sWrQo671ffvnl6NatW9b1hdS+ffuYPn16QXto1apVPProo7H77rsXtA8AAEjD/Lki8+fKmT9zq3fv3nHXXXdlXX/mmWfGP//5zzx2BAAA+WP2XJHZc+XMnqs2YsSIOO+88+KDDz7I6zlJksQvfvGLuPLKK7P+3AcAgDTMiCsyI66cGbF27rjjjujbt2/W9ZdeemkMGDAgfw19xyeffBIdOnTI+b477bRTXH/99an/oB8AgPrH/Lki8+fKmT/z57jjjov77rsv6/ry8vJ47733olOnTjnrwfwJUD8JDatDr7zySjzyyCPx/PPPx0svvRQzZ85c45o0KZwAsLZI+wPcUaNGxX777VerM+fOnRubbLJJ1onz9913XxxzzDFrrFuwYEG0bds2FixYkNW+L774YnTv3j2r2po8KdWyZct46qmnsnoSb9CgQfGjH/0o0jycPOaYY9b4BMcf//jHuPjii7Pec7PNNotnnnkmNtpoo6zqBw0aFKeeemrW+59yyikxcODArOsLpaqqKsrLy2PJkiWFbiVat24dY8eOja5duxa6FQAAqBXzp/lzWebP3Pr4449jiy22yPoXXsrKyuKdd96J733ve3nuDAAA6pbZ0+y5LLPnmlVUVMQdd9wRN998c7zyyis53/+www6LK664InbYYYec7w0AAGtiRjQjLsuMWHtrU2hY69ato1evXtG7d+81BggAAID50/y5LPNn/lx++eXxu9/9LtWaK664Ii655JKc9mH+BKifygrdQH03ffr0GDBgQHTq1Cl23XXXGDBgQIwYMSK++OKLyGQyq31bmS+//DLGjBmT1dvYsWPr+L0FgPqrRYsWqZ4Iu/nmm7Oq++9//5v1E1Lbbbdd1k9I1dR1112Xder/KaecEv369Uu1/8MPPxyzZ89ebc0dd9yR9X5JksSdd96Z9RNSEd/0ffjhh2ddf++998b8+fOzri+UefPmFUVgWETEV199Fccdd1zWn9sAAMC3zJ8rMn/WT9dcc02qV8g76qijBIYBAECOmD1XZPYsHY0aNYrTTjstLrvssjW+0nkavXr1iokTJ8ZDDz0kMAwAgLWKGXFFZkRK0aabbhrbbbedn6kCAFC0zJ8rMn/Wb3/7299SB4YdcMAB8atf/SpPHeWG+ROgeAgNy5Mvv/wyzj///OjUqVNcfvnl8fHHHy8XCJYkyWrfVqVRo0ZxzDHHRM+ePdf4ts8++8Sbb75Zh+81ANRv559/fpSVZffw6bHHHovJkyevsW7o0KFZn5/2CaC0tt122+jdu3eqNZdffnk0btw46/rFixfHqFGjVnn922+/HRMmTMh6v4MPPjj23nvvrOurnX/++VnXfv311zFy5MjUZ9S1r7/+utAtLOfdd9+Nyy67rNBtAABASTJ/rsj8Wb989dVXccstt6Rac9FFF+WpGwAAWDuZPVdk9ix+CxYsiD//+c+xySabxGGHHRbPP/98zvZ+5JFH4sADD4zf/va3MWPGjJztCwAApcCMuCIzIqXmtddei4svvji22mqrOPnkk+Pdd98tdEsAALAC8+eKzJ/10xVXXJHqNoqI2GqrreI///lP1veRQjF/AhSP4v6OUaLuuuuu2GqrreLvf/97LF68eKUhYRGxXIjYsm+r06JFi/jpT3+6yrXf3SfNA10AYPU233zzrBPQM5nMGv/4dc6cOfHoo49mtV95eXmceuqpWdXWVJ8+fVI/odC+ffs4+OCDU60ZM2bMKq8bPXp0qr3SPolWbe+99071vq6u52KxaNGiWu/RsmXLOP300+OOO+6IRx99NIYPHx433HBDHHnkkTV6sunaa6+NadOm1bovAABY25g/V2T+rF/+8Y9/xLx587Ku33vvvWO33XbLY0cAALD2MXuuyOxZ3J544on43ve+FxdeeGF8/vnneTnjww8/jP/93/+NTTfdNH7961/n5GewAABQCsyIKzIjUqqqqqpiyJAhseOOO8Zf//rXNf6dGgAA1CXz54rMn/VLVVVVnHPOOfGb3/wm1boNN9wwRo4cGeutt16eOss98ydA4QkNy6FFixbFqaeeGqeddlrMmjVrubCwiBVDwmrqggsuiBYtWqwQRPbdt0wmIzQMAHKsf//+WdfedtttUVFRscrrH3jggax/yfjoo4+O9ddfP+uza+KYY46p0bqjjz46Vf3rr7++yutefPHFVHvVJMU+IqJJkyapbs+XX365RufUpYYNG9Zq/SGHHBLvv/9+3HrrrdGnT5845JBD4sgjj4zzzjsvhg8fHq+88kpsttlmqfZctGhR/P3vf69VXwAAsLYyf67I/Fk/LFq0KK6//vpUay666KI8dQMAAGs3s+eKzJ7F6c9//nMcdNBB8emnn9bJeQsWLIgrr7wyunfvHu+9916dnAkAAIVmRlyRGZFStmjRovj5z38effv2jSVLlhS6HQAAWMr8uSLzZ/2wYMGCOOaYY+Kmm25Kta5du3bxxBNPpP7bzWJh/gQoHKFhOTJr1qw44IADYsiQIasMC8uVFi1aRN++fZfu+d0wsmXPmjRpUrzyyis5OxsA1nY9e/aMHXbYIava6dOnx/Dhw1d5/d133531uf369cu6tiZatmwZW2yxRY3WZnt7VFvdL1W///77qfbq0KHDGoNUV/U2Y8aMrM+ZOHFiqr4KoXHjxjVe26NHjxg+fHi0a9dulTU77rhjjB49Olq2bJlq7yFDhtS4LwAAWJuZP1dk/qwf/v3vf8dnn32WdX3Xrl3jsMMOy2NHAACw9jJ7rsjsWXz+9re/xYUXXliQV6YeP3587LfffjFhwoQ6PxsAAOqaGXFFZkTqgzvvvDMuuOCCQrcBAABLmT9XZP4sfTNmzIj9998/HnzwwVTr2rdvH6NGjYqtt946T53VHfMnQN0TGpYDc+bMif333z+ee+65pYFhEbkPC1vW+eefv/Sc6v+uytChQ/PSAwCsrdIMrjfffPNKL//yyy/j//7v/7Lao2PHjnHggQdmfWZN1OZJha5du6aq/+yzz1aZGP7RRx/VuI98mj59eixevLjQbaxWs2bNarz2xhtvjPLy8jXWdezYMX7729+m2vuDDz6ISZMm1bQ1AABYq5k/l2f+LH2ZTCb+8pe/pFpz4YUXrvHnIAAAQM2ZPZdn9iwu48aNi5/97Gep1jRs2DBOOumkuPfee2PKlCkxf/78WLhwYXzyySfx3//+N/r27ZvVz0arTZs2LXr16hXz5s1L2z4AAJQcM+LyzIjkW9u2bWPUqFErvI0YMSLuvffeuPXWW+Piiy+Oo48+Olq1alXjc2644YYYOXJkDjsHAIDaMX8uz/xZ2iZNmhR77LFHvPDCC6nWderUKcaMGZP6418T5k+A+kloWC1VVFTEkUceGa+//npEfBPglc+wsGqbb7557L///ms8J5PJxCOPPJLXXgBgbXPyySdHu3btsqp94oknVpqCfu+990ZFRUVWe/Tt2zfKyvL7sK1NmzY1XtukSZNUgVWVlZUxe/bslV731Vdf1biPfJs7d26hW1itpk2bRvPmzVOv22mnnWLnnXfOuv60006LRo0apToj7RNeAADAN8yfyzN/lr7hw4fHhAkTsq7feOON45RTTsljRwAAgNlzeWbP4nL22WdHZWVl1vVbbLFFvPzyyzF48OA49thjo2PHjtGsWbNo0qRJbLzxxnHEEUfEbbfdFq+//nqqP9z44IMP4pe//GVN3gUAACgpZsTlmRHJt8aNG8d+++23wtvBBx8cxx57bJx++ulx5ZVXxv333x9ffPFFPPzww7HnnnvW6KwLLrgg73/rBgAA2TJ/Ls/8WbpefPHF2H333Vf6Obo622yzTTzzzDOx1VZb5amz5Zk/AeonoWG1dNFFF8WYMWOWvsp9XX4D69Onzyqvy2QyS3t65513YubMmXXVFgDUe40bN46zzjorq9pMJhO33HLLCpfffffdWa1PkiT69u2bqr+aaNGiRZ2uX7hwYarLi8GCBQsK3cIatW/fPvWa/fffP1V9mzZtYrvttku1Ju2TXgAAwDfMn7Vfb/4sLldffXWq+v79+6cOrgYAANIxe9Z+vdkzP5577rl48cUXs65fb7314vHHH48ddthhjbVdunSJxx57LNq2bZv1/rfccktMmzYt63oAAChFZsTarzcjki8NGzaMXr16xTPPPBN//vOfo0GDBqnWT5gwIR577LE8dQcAAOmYP2u/3vxZeA8++GD07NkzZsyYkWrdPvvsE88880xssskmeeqsdsyfAKVDaFgtjBw5Mq677rqCBIZFRBx33HHRtGnTiIilPazKU089VRctAcBa49xzz43y8vKsam+//fZYvHjx0n9Pnz496+/NBx54YHTq1KlGPaaRdnCv7folS5as9PJ8J/bXRlVVVaFbWKOafK5su+22eV8zffr01GcAAADfMH/Wbr35s3g888wz8eyzz2Zd36pVq6x/KQgAAKgds2ft1ps982PQoEGp6i+++OLYbLPNsq7fZJNN4te//nXW9RUVFXHrrbem6gkAAEqRGbF2682I1IWf//zncemll6Zed++99+ahGwAAqBnzZ+3Wmz8L6+abb45jjjkmdRDaD3/4w3jssceidevW+Wksx8yfAMWteL/rF7mKioo4//zzl/67rgPDIiKaNm0a3//+97M6W2gYAORW+/bt48QTT8yqdsaMGXH//fcv/fewYcOyfoKjX79+Neovrblz59bp+urg02wvJztbb7116jXrr79+3tfMnz8/9RkAAMA3zJ+1W2/+LB5XXXVVqvqzzz671q+8BwAAZMfsWbv1Zs/8eOaZZ7KuTZIkevfunfqMU045ZY0v1rmsUaNGpT4DAABKjRmxduvNiNSVSy65JDbeeONUa8aOHZunbgAAID3zZ+3Wmz8L5ze/+U2cffbZqUPQfvnLX8bgwYOjcePGeeosP8yfAMVLaFgN/eMf/4j3338/kiQpSGBYtSOPPHKNNZlMJkaPHp3/ZgBgLdO/f/+sa2+66aal/z906NCs1qy33npx9NFHp+yqZmbPnl3jtVVVValCoZIkWeUf/bZp06bGfRCxzTbbpF7TrFmz1GuaN2+eqr5Ro0apzwAAAL5l/vyG+bN0vfvuu/HQQw9lXd+4ceO44IIL8tgRAADwXWbPb5g9i0Mmk4k333wz6/rNNtss2rVrl/qcNm3axGabbZZ1/Ysvvpj6DAAAKEVmxG+YESlmDRo0iGOPPTbVmgkTJhT0b+AAAOC7zJ/fMH+WhoqKijjttNPiiiuuSLWuQYMGcdNNN8Uf//jHVC9oVCzMnwDFS2hYDSxZsiSuueaaGn1TTpJk6Vsu7L///ms8LyLirbfeioULF+bkTADgG926dYu99torq9rRo0fHhAkT4pNPPsk6JfvUU0+ts9TwCRMm1HjtxIkTY8mSJVnXt2nTJsrLy1d6XadOnbLep3nz5lFVVRWZTKZO3jbddNOseyuUPfbYI/WaBQsWpF6T5knIiIh11lkn9RkAAMC3zJ/fMH+WrquvvjrVD/9PPfXU2HDDDfPYEQAA8F1mz2+YPYvD7NmzU70yd00Cw6q1bds269p58+bV6OerAABQasyI3zAjUuy22GKLVPVVVVW1CjIAAIBcM39+w/xZ/ObOnRuHHXZY3HnnnanWrbPOOvHggw/GWWedlafO6ob5E6A4CQ2rgQceeCCmTJkSEZHVH7l8Nyis+oFNLnTq1Ck6dOiw9JxlLXtGJpPu1RcBgOxccMEFWdf+85//jKFDh2b9OOD000+vaVupffbZZ/HFF1/UaG3axxire6XmrbfeOut95s+fH++9916qs+u77bbbLtZdd91Ua2bOnJn6nLRrNtlkk9RnAAAAyzN/mj9L1bRp02LgwIFZ1ydJEhdeeGEeOwIAAFbF7Gn2LBbz5s1LVV9ZWVnjs9KunTVrVo3PAgCAUmJGNCNS/MrK0v9ZYNoXDgYAgHwzf5o/i920adNin332iccffzzVug033DDGjBkThx56aJ46qzvmT4DiJDSsBoYOHZp17XeDwtZbb73o2bNnnHDCCctdXxs9evTI6sGt0DAA6ou0A2auwjpX5phjjsk6ff3OO+/M+o9kd9lll9hhhx1q01pqjz76aI3WjRgxIlX96t6vHj16pNrrvvvuS1Vf35WVlcUhhxySak1NHiOmXbPVVlulPgMAAIqB+TM/zJ9rl2uvvTYWL16cdf1RRx0VnTt3zmNHAABQXMye+WH2LG1NmjRJVT916tQanzVt2rRU9at61XYAAMgFM2J+mBGpryZNmpR6TfPmzfPQCQAApcb8mR/mz/rnnXfeid122y1ee+21VOu23XbbeOGFF2KnnXbKT2N1zPwJUJyEhqW0aNGiePTRR9cY9pUkydKaJEnihz/8Ybz00ksxY8aMeOKJJ1IFj63Jdtttl1XdxIkTc3YmABTSOuusk6p+9uzZeeokokGDBvE///M/WdXOnDkz6ycH+vXrV4uuambw4MGp1yxatCjuv//+VGt23333VV53wAEHpApV/ec//xkLFy5MdX4ac+fOjY8++ihv++fDiSeemKr+ySefTFX/xRdfxPjx41OtWd3HHAAAipn5Mz/MnysqxfkzG3Pnzo2bb7451ZqLLrooT90AAEBxMnvmh9lzRaU0e7Zu3ToaNGiQdf3UqVNr9LtxH3zwQarAsSRJomXLlqnPAQCAbJkR88OMuKJSmhFZuSVLlqT+4/4mTZqYawEAiAjzZ76YP1dUyvPn008/HXvuuWfq/g844IB45plnokOHDnnqrG6ZPwGKl9CwlF5++eWYN29eRKw6Fbf6gVQmk4n1118/Hn/88Rg8eHB069YtLz117do1q7opU6bk5XwAqGutWrVKVT9u3Lg8dfKNM844I6ep102bNo2TTjopZ/tla8SIEfHss8+mWnP99dfHzJkzU6058MADV3ndxhtvHLvttlvWe02ZMiUuueSSVOdnY/r06TFgwIDo1KlT6lCtQuvVq1dssMEGWdePGzcuXn311azr77jjjqioqMi6focddoi2bdtmXQ8AAMXE/Jkf5s9vlfL8mY2bb7451S8L7bXXXoKnAQBY65g988Ps+a1SnD0bNmyY9SvKV/v73/+e+pwbb7wxVf3GG28cjRs3Tn0OAABky4yYH2bEb5XijFjK7r///vjHP/4RCxYsyPnef/zjH+Pjjz9OtaZLly5RVuZPCQEAMH/mi/nzW6U+fw4bNiwOOuigmDVrVqp1p512Wjz66KOp72O1Zf4EWDv5SpvSCy+8sNrrlw0Ma9WqVYwZMyZ69uyZ156yTRn95JNP8toHANSVddddN1X9v/71r/j888/z1M03r3Lcp0+fnO13/PHH1/mTAtXOPPPMrJ/IGD9+fPzv//5vqv133333NT52OfPMM1Ptee2118all166ykDXbC1ZsiQef/zxOOWUU6Jjx47x+9//PvWTOsWgvLw8zjvvvFRrzj333Fi8ePEa6z766KPUH/NCPMEKAAC5Yv7MH/Nn6c+fa1JRURHXXXddqjUXXXRRnroBAIDiZfbMH7Nnac+e3bt3T1X/97//PUaPHp11/dixY+Nvf/tbqjPy9aKhAABQzYyYP2bE0p4RS9WUKVPi3HPPjQ4dOsQll1wSkyZNysm+N9xwQ/zud79LvW6//fbLyfkAAJQ+82f+mD9Lf/685ppr4gc/+EEsWrQo1boBAwbE7bffHo0aNcpTZ6tm/gRYOyWZ2n73Xsv06dMn7rrrrkiSZKUPfKovT5Ikhg4dGscff/wq9yorK1vpPsvuUVVVtcaePv300+jQocNq94qI6Nq1a7z55pvZvJsAUNQWLFgQLVu2zOr7ZLW2bdvGKaecEjvvvHO0bds2mjRpstK6rbfeOjbYYIPUPb333nvRpUuXWj8xEhExevTo2HfffWu9T3WYaVo9evSIoUOHrvaVm1944YU49thjY+rUqan2vuWWW+KMM85Ybc3ixYtj8803j08//TTV3rvvvnv88Y9/jL333jvr9/2rr76Kp59+Oh5++OH473//G9OmTVuh5vbbb4/TTjstVS+FNmvWrNhyyy3jyy+/zHrNIYccEnfeeWe0a9dupde/9tprceyxx8bkyZOz3rN58+YxZcqUWH/99bNeAwAAxcT8mR3z55rV1/lzde64447o27dv1vVbb711vPXWWzX+fAIAgFJl9syO2XPN6tvsmXaujIho1qxZXHvttXH66adHgwYNVlqTyWRi4MCBcd5558XcuXNT7X/DDTekfgEnAABIw4yYHTPimtW3GXFZn332Wbz77rtZ1Y4YMSL+9Kc/Zb13nz59sr5N2rdvH126dFltzbXXXhs//elPl7tsxx13jOOOOy6OOuqo2GabbaKsrCyr8zKZTIwZMyYuu+yyePLJJ7Na811jxoyJvffeu0ZrAQCoX8yf2TF/rll9nD+L6fdYs73tzJ8AayehYSntu+++8fTTT68xoKt79+7xwgsvrHavXIWGzZs3L1q2bLnKvSK++ea8wQYbrPSBFgCUou222y4vYZh33XVXnHrqqTVa26tXr3j00Udrdf6WW24Z7733Xk6eWKjNHuuss06ceeaZcdxxx8VWW20VrVu3ji+++CLeeOONGDJkSAwcODCWLFmSas/27dvHhx9+GI0bN15j7ZAhQ+Lkk0+uUe+bbbZZ7L///rHjjjtG+/bto1WrVpEkSSxcuDA+//zz+PTTT+Pdd9+NN954I9555501vh+l9qRUtRtuuCF+8pOfpFrTsmXLOOGEE2LvvfeO9u3bx+LFi+Ojjz6Kxx57LB566KHUH/OLL744rrzyylRrAACg2Jg/18z8uXbPnyuTyWRiu+22i7feeivrNbfddlvqPwYHAID6wuy5ZmbPtW/2nDt3bmy00UYxb9681Gs33XTTOProo6Nbt27Rpk2bSJIkZs6cGePGjYvhw4fH+++/n3rPRo0axdSpU6NNmzap1wIAQBpmxDUzI659M+KyahIynQ99+vSJO+64Y7U1K/uj7WU1b948dtxxx+jWrVtsttlmse6668a6664bzZs3jwULFsTcuXNj8uTJ8dZbb8WTTz4Z06dPr3G/O+64Y4wbN67G6wEAqH/Mn2tm/lw758/6Ehq2LPMnQP3UsNANlJqPPvpojd/okySp8YPZmmjatGlWdfPnz89zJwBQd3r27JmXJ6Vqo3///rV+Uur0008viicV5s2bF9dcc01cc801OdtzwIABWT0hFRFx0kknxZAhQ+LBBx9Mfc7kyZPj1ltvTb2uvjnnnHNi2LBhMWbMmKzXzJkzJ2699dac3H6bbbZZ/OY3v6n1PgAAUGjmz/wyf9ZPjzzySKrAsI022ihOOeWUPHYEAADFzeyZX2bP0tSiRYv4yU9+En/4wx9Sr/3www/j2muvzWk/Z5xxhsAwAADqhBkxv8yIFJP58+fH2LFjY+zYsXk/6y9/+UvezwAAoLSYP/PL/EkxMX8C1E9lhW6g1MyZMyerup49e+a5k29lMpms6hYtWpTnTgCg7px11lmFbmEF3//+96Nr1641Xt+gQYPo06dPDjsqHj169Igzzzwz1Zp///vfseWWW+apo/qvQYMGMWjQoGjbtm2dn92kSZMYNmxYNGvWrM7PBgCAXDN/lhbzZ3G46qqrUtX3798/ysvL89QNAAAUP7NnaTF71p2LL744Nt1000K3EW3bto0BAwYUug0AANYSZsTSYkakFFxwwQWx//77F7oNAACKjPmztJg/KQXmT4C6JTQspQULFmRVt/HGG+e5k2/Nnj07q7qqqqo8dwIAdWebbbaJXr16FbqNFZx//vk1XnvooYfGRhttlMNusrfbbrtFy5Yt87J3y5YtY/DgwVFWlu6hZ+vWreOJJ54oil8CL1WbbLJJPProo9GiRYs6O7Nhw4YxZMiQ6NatW52dCQAA+WT+zC3zZ/334osvxpgxY7Kub9WqVVH+8hEAANQls2dumT3rjxYtWsTQoUML+mJFDRs2jLvuuivatWtXsB4AAFi7mBFzy4zI2u7YY4+NP//5z4VuAwCAImT+zC3zJ2s78ydA3RMallJFRUVWdfl6ULcyX331VVZ1jRs3zm8jAFDHbrvttmjfvn2h21hO7969Y7311qvR2n79+uW4m+x17tw5hg0bFuXl5Tndt1GjRnHPPffE5ptvXqP1HTt2jLFjx8auu+6a077WJt26dYuRI0dGmzZt8n5W8+bN4957742jjz4672cBAEBdMn/mjvmz/rvqqqtS1Z911ll1+jMVAAAoVmbP3DF71i+77rprDB8+vE5fKKlaeXl5DBw4MA4++OA6PxsAgLWbGTF3zIiszc4+++wYOnRoNGzYsNCtAABQpMyfuWP+ZG1m/gQoDKFhKTVt2jSrulmzZuW5k29NmDAhq7omTZrkuRMAqFsbbLBBjBw5Mjp37lzoVpZq2rRp/PjHP069rl27dnHYYYfloaPsff/734///ve/WT/eWZMmTZrEf/7znzjooINqtc9GG20UY8aMiYsuuigaNGiQk96ytd5660WHDh3q9Mx82H333eOFF16I7t275+2MbbfdNp599tk48sgj83YGAAAUivkzt8yfK6ov8+fEiRPj/vvvz7q+vLw8+vfvn7+GAACghJg9c8vsuaJSnj0PPPDAePbZZ2P77bevszM322yzePLJJ+MHP/hBnZ0JAADVzIi5ZUZcUSnPiKzZJptsEvfcc0/84x//8AfbAACslvkzt8yfKzJ/1m/mT4DCEhqWUrYP0qZOnZrnTr71yiuvZFW3zjrr5LkTAKh722+/fbzyyivx61//OjbYYINCtxMREeedd17qAbdPnz7RqFGjPHWUvYMPPjiee+652HLLLWu1T8eOHePJJ5+Mo48+Oid9NW7cOP70pz/FuHHj4uijj44kSXKy78o0a9YsfvCDH8Tw4cPjs88+iwP+H3t3HiVXWeeP/3ObTod0SGIIkIWQCAkGswGySBBIAAFBllFQYGAMsrmyujDyFQRUGAY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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from utils.characterisation import (\n", + " extract_event_type_datetimes,\n", + " plot_yearly_event_counts,\n", + ")\n", + "\n", + "# Extract datetime information for each event type based on the event maxima index\n", + "# and compute unique event dates and yearly event counts (grouped by ±2 days)\n", + "\n", + "datetime_clusters, unique_dates, unique_yearly_count = extract_event_type_datetimes(\n", + " event_types=prevalent_types, # or event_types\n", + " extremes_NTR=extremes_NTR,\n", + ")\n", + "\n", + "# Plot the result\n", + "plot_yearly_event_counts(\n", + " prevalent_types,\n", + " unique_yearly_count,\n", + " num_rows=2,\n", + " num_cols=5,\n", + ")" + ] + }, + { + "cell_type": "markdown", + "id": "9f162d4e-2639-4a27-a904-2a115e57d0a4", + "metadata": {}, + "source": [ + "## 3. Correlation with North Atlantic Oscillation (NAO) index" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "92526206-dc6a-4274-be25-34311c08c279", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Pearson: 0.315 (p=0.0107)\n", + "Spearman: 0.334 (p=0.0065)\n", + "Kendall: 0.236 (p=0.0084)\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from utils.characterisation import (\n", + " aggregate_cluster_events,\n", + " compute_annual_nao_means,\n", + " compute_correlations,\n", + " download_nao_index,\n", + " filter_years,\n", + " plot_scatter_nao_vs_events,\n", + ")\n", + "\n", + "# Step 1: Get and parse NAO data\n", + "nao_df = download_nao_index()\n", + "\n", + "# Step 2: Compute yearly NAO index\n", + "nao_index = compute_annual_nao_means(nao_df)\n", + "\n", + "# Step 3: Filter by year\n", + "nao_index_filtered = filter_years(nao_index, 1950, 2017)\n", + "\n", + "# Step 4: Aggregate your event data\n", + "total_events_per_year = aggregate_cluster_events(unique_yearly_count)\n", + "total_events_per_year_filtered = filter_years(total_events_per_year, 1950, 2017)\n", + "\n", + "# Step 5: Correlate\n", + "compute_correlations(total_events_per_year_filtered, nao_index_filtered)\n", + "\n", + "# Plot\n", + "plot_scatter_nao_vs_events(total_events_per_year_filtered, nao_index_filtered)" + ] + }, + { + "cell_type": "markdown", + "id": "0cd8be63-970d-4fed-b784-82454c157b43", + "metadata": {}, + "source": [ + "## 4. Cumulative Intensity of an event" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "bec8f637-4dbb-4cca-9d48-83b2fc381e47", + "metadata": {}, + "outputs": [], + "source": [ + "from utils.characterisation import (\n", + " compute_cumulative_intensities_types,\n", + " extract_all_event_timeseries_and_high_tides,\n", + ")\n", + "\n", + "# Concatenate all POT70 event timeseries and extract the high tides per each such event\n", + "NTR_timeseries, high_tides_timeseries = extract_all_event_timeseries_and_high_tides(\n", + " NTR, high_tides, extremes_NTR\n", + ")\n", + "\n", + "# Compute cumulative intensities for each event in each event type\n", + "cumulative_intensity = compute_cumulative_intensities_types(\n", + " event_types, NTR_timeseries, stations\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "1515ae2c-7fe5-4a3f-8390-04826828f95c", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Rank Intensity Type Station Key\n", + "1 120.45 type_30 Harlingen 21116\n", + "2 111.55 type_30 Eemshaven 5545\n", + "3 94.54 type_30 West_Terschelling 14202\n", + "4 93.39 type_30 Oudeschild 23554\n", + "5 88.72 type_9 Harlingen 19359\n", + "6 87.33 type_25 Eemshaven 5696\n", + "7 85.24 type_30 Brouwershavensche_Gat_08 38397\n", + "8 82.78 type_16 Nes 7437\n", + "9 82.66 type_16 Harlingen 20469\n", + "10 81.96 type_38 Eemshaven 5106\n" + ] + } + ], + "source": [ + "# Top 10 events\n", + "from utils.characterisation import get_top_events\n", + "\n", + "top_10_events = get_top_events(cumulative_intensity, event_types, top_n=10)\n", + "\n", + "print(f\"{'Rank':<5} {'Intensity':<10} {'Type':<10} {'Station':<12} {'Key'}\")\n", + "for rank, (intensity, event_type, station, key_str) in enumerate(top_10_events, 1):\n", + " print(f\"{rank:<5} {intensity:<10.2f} {event_type:<10} {station:<12} {key_str}\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "48d18614-5440-4130-8059-7b4742ac752e", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Plot an event using the Key and Threshold\n", + "from utils.characterisation import plot_event_cumulative_intensity\n", + "\n", + "threshold_99 = stations.loc[stations[\"station\"] == \"Harlingen\", \"p99\"].values[0]\n", + "\n", + "plot_event_cumulative_intensity(\n", + " event_types, NTR_timeseries, threshold_99=threshold_99, key=21116\n", + ")" + ] + }, + { + "cell_type": "markdown", + "id": "a8012997-fc50-482c-96e9-e67fa1f61ef0", + "metadata": {}, + "source": [ + "## 5. Tide–surge phase difference" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "84f70f2f-56ce-4879-9f7f-c4e7ad49ccc3", + "metadata": {}, + "outputs": [], + "source": [ + "from utils.characterisation import (\n", + " extract_original_maxima_near_peaks,\n", + " find_peaks_in_smoothed,\n", + " # plot_all_events,\n", + " smooth_signal,\n", + ")\n", + "\n", + "# 1. Collect all keys from event_types to plot (limit if needed)\n", + "keys = []\n", + "for type_dict in event_types.values():\n", + " for station_dict in type_dict.values():\n", + " for key_str in station_dict.keys():\n", + " keys.append(int(key_str))\n", + "keys = keys[:972] # desired max (972 events in event_types)\n", + "\n", + "# 2. Process all event time series for these keys\n", + "processed_events = []\n", + "for key in keys:\n", + " series = NTR_timeseries[\n", + " key\n", + " ] # we select only the events that went into clustering (MDA subset)\n", + "\n", + " # smooth\n", + " smoothed, win_size, time_step_sec = smooth_signal(series, window_hours=12)\n", + "\n", + " # find peaks\n", + " smoothed_peaks = find_peaks_in_smoothed(smoothed, series.index, time_step_sec)\n", + "\n", + " # find original maxima near peaks\n", + " maxima = extract_original_maxima_near_peaks(\n", + " series, smoothed_peaks, search_radius=win_size // 2\n", + " )\n", + "\n", + " processed_events.append(\n", + " {\n", + " \"key\": key,\n", + " \"series\": series,\n", + " \"smoothed\": smoothed,\n", + " \"peaks\": smoothed_peaks,\n", + " \"maxima\": maxima,\n", + " }\n", + " )\n", + "\n", + "\n", + "# 3. Now you can use all maxima or any other result from processed_events\n", + "all_maxima = [event[\"maxima\"] for event in processed_events]\n", + "\n", + "# 4. Plot all processed events\n", + "# plot_all_events(processed_events)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "31779ac4-d3f9-41d0-a6ed-9bc1e5d9000e", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from utils.characterisation import find_nearest_high_tide, plot_time_diff_histogram\n", + "\n", + "time_differences = []\n", + "\n", + "for i, key in enumerate(keys):\n", + " maxima_for_this_series = all_maxima[i] # list of (time, value)\n", + " high_tide_series = high_tides_timeseries[key] # get high tide series for this key\n", + " high_tide_times = pd.to_datetime(high_tide_series.index)\n", + "\n", + " for peak_time, peak_val in maxima_for_this_series:\n", + " nearest_high_tide, time_diff = find_nearest_high_tide(\n", + " peak_time, high_tide_times\n", + " )\n", + " time_differences.append(time_diff)\n", + "\n", + "# Plot histogram\n", + "plot_time_diff_histogram(time_differences)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "bluemath-311-dev", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, 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zdT$wzZ-n>K@1HbSNFGFO3FA|0j(XXaUF*h&!bZsS6sPtzh^ouycO z?%4Q1?S$%u-jzp3h5heq%`2w~MntK|*#k=(&AmnlAnw72#8Ao0M=)epFf4V;${*Wr z_B<%C5&AsVe)q*(IOI!uP7_CZ4YhNBZ>65q_<>9#1Zjv0)r`ohl6>sZESC&2Lyh3{Nt zU_7-wAX|{5e$@@u4Y~CPY0EcYA>Oxug$L6qkM+S2>%6V}v@}r_WWBseGW$Gk!o6qP vfj;X%OQ)2}cN52L(AF^4YNm75Gtga1P~MZU4$OdQ@Vfs$wASaq*P;IdF60?6 literal 0 HcmV?d00001 diff --git a/methods/statistical_downscaling/ExtremeEventClassification/utils/GESLA_extract_variables.py b/methods/statistical_downscaling/ExtremeEventClassification/utils/GESLA_extract_variables.py new file mode 100644 index 00000000..5e25958b --- /dev/null +++ b/methods/statistical_downscaling/ExtremeEventClassification/utils/GESLA_extract_variables.py @@ -0,0 +1,361 @@ +from datetime import timedelta +from typing import List, Optional, Tuple, Union + +import matplotlib.cm as cm +import matplotlib.pyplot as plt +import numpy as np +import pandas as pd +from scipy import stats +from scipy.interpolate import CubicSpline + + +def detect_outliers_window( + data_series: pd.Series, deviation_threshold: float = 3, window_size_days: float = 2 +) -> List[int]: + """ + Detect outliers in a time series based on a rolling window median and standard deviation. + + Parameters + ---------- + data_series : pd.Series + Time-indexed series of values (e.g., sea level) to analyze. + deviation_threshold : float, optional + Number of standard deviations a point must differ from the window median + to be flagged as an outlier. Default is 3. + window_size_days : float, optional + Total length of the rolling window in days (centered on each point). + Default is 2. + + Returns + ------- + List[int] + List of indices in `data_series` identified as outliers. + + Notes + ----- + The function uses a centered rolling window approach where each data point + is compared against the median and standard deviation of surrounding data + within the specified time window. + """ + + outliers = [] + half_window = pd.Timedelta(window_size_days / 2, "d") + + for i, (time, value) in enumerate(data_series.items()): + window_start = time - half_window + window_end = time + half_window + window = data_series.loc[window_start:window_end] + + if window.empty or len(window) < 2: + continue + + med_value = window.median() + std_dev = window.std() + + if std_dev == 0: # avoid division by zero + continue + + if abs(value - med_value) > deviation_threshold * std_dev: + outliers.append(i) + + return outliers + + +def detrend_series(series: pd.Series) -> Tuple[pd.Series, str]: + """ + Remove linear trend from a time-indexed series using linear regression. + + Parameters + ---------- + series : pd.Series + Time-indexed data series to detrend. + + Returns + ------- + detrended_series : pd.Series + The detrended data series. + trend_str : str + String representation of the linear trend: "slope * t + intercept". + + Notes + ----- + The function fits a linear regression to the time series and subtracts + the fitted trend from the original data. + """ + + series_clean = series.dropna() + if len(series_clean) < 2: + raise ValueError( + "Series must contain at least 2 non-null values for detrending" + ) + + t_numeric = np.arange(len(series_clean)) + + slope, intercept, r_value, p_value, std_err = stats.linregress( + t_numeric, series_clean + ) + + trend_str = f"{slope:.6f} * t + {intercept:.6f}" + detrended_series = series_clean - (slope * t_numeric + intercept) + + return detrended_series, trend_str + + +class HarmonicAnalysis: + """ + Class for harmonic analysis visualization and coefficient plotting. + + This class provides methods to visualize harmonic analysis results, + including amplitude and phase information for tidal constituents. + """ + + def __init__(self, coef, efreq: Optional[Union[float, List[float]]] = None): + """ + Initialize the HarmonicAnalysis class. + + Parameters + ---------- + coef : object + Object containing harmonic analysis results, with attributes: + - coef.A: Amplitudes + - coef.g: Phase lags (degrees) + - coef.name: Names of constituents + - coef.aux.frq: Frequencies + efreq : float or list of float, optional + Frequency limit(s) for visual reference on plot. + """ + + self.coef = coef + self.efreq = efreq + + def plot_coefs( + self, alim: float = 0.02, show: bool = True, title: Optional[str] = None + ) -> None: + """ + Plot the coefficients obtained from harmonic analysis. + + Parameters + ---------- + alim : float, optional + Minimum amplitude for plotting coefficient name. Default is 0.02. + show : bool, optional + Flag to control whether to display the plot. Default is True. + title : str, optional + Title of the plot. Default is None. + + Notes + ----- + The plot shows amplitude vs frequency with phase information + encoded in the color of the vertical lines. + """ + + fig, ax = plt.subplots(figsize=(10, 3)) + ax.vlines( + self.coef.aux.frq, + ymin=0, + ymax=self.coef.A, + color=cm.twilight(self.coef.g / 360), + ) + + for i, c in enumerate(self.coef.name): + if self.coef.A[i] > alim: + ax.text( + self.coef.aux.frq[i], + self.coef.A[i] + 0.002, + c, + ha="center", + c="k", + size=8, + ) + + ax.set_xticks(self.coef.aux.frq) + ax.set_xticklabels(self.coef.aux.frq) + ax.set( + xlabel="Frequency [$h^{-1}$]", + ylabel="Amplitude [m]", + ylim=[0, None], + xscale="log", + ) + + if self.efreq is not None: + ax.vlines( + self.efreq, + ymin=0, + ymax=ax.get_ylim()[1], + ls="--", + color="k", + lw=1, + label="Frequency limit", + ) + ax.legend() + + ax.grid(axis="y") + + cbar = plt.colorbar(cm.ScalarMappable(cmap="twilight"), ax=ax) + cbar.set_ticks(np.linspace(0, 1, 7)) + cbar.set_ticklabels([str(el) for el in range(0, 361, 60)]) + cbar.set_label("Phase lag [degrees]") + + if title: + fig.suptitle(title) + + fig.tight_layout() + + if show: + plt.show() + + return fig, ax + + +def extract_high_water_tides( + tides: List[pd.Series], min_hours_between: float = 6 +) -> List[pd.DataFrame]: + """ + Extract high water tides using the turning point method. + + This function identifies high water peaks in tidal data using cubic spline + interpolation to find turning points, then filters out peaks that are too + close together. + + Parameters + ---------- + tides : List[pd.Series] + List of pandas Series with datetime index containing predicted sea level data. + min_hours_between : float, optional + Minimum time between valid high waters in hours. Default is 6. + + Returns + ------- + List[pd.DataFrame] + List of DataFrames containing valid high water tides for each tide series. + Each DataFrame contains columns for time and sea level values. + + Notes + ----- + The function uses cubic spline interpolation to find turning points in the + tidal signal, then applies a filtering step to remove peaks that are too + close together based on the minimum time threshold. + """ + + def drop_close_highs(df_orig: pd.DataFrame, h: float) -> pd.DataFrame: + """ + Remove high water peaks that are too close together. + + Parameters + ---------- + df_orig : pd.DataFrame + DataFrame with time and sea level columns. + h : float + Minimum hours between peaks. + + Returns + ------- + pd.DataFrame + DataFrame with close peaks removed. + """ + + df = df_orig.copy() + df["time_diff"] = df["time"].diff() + + while (df["time_diff"].iloc[1:] <= timedelta(hours=h)).any(): + rows_to_drop = [] + for i in range(len(df) - 1): + time_diff = df.iloc[i + 1]["time"] - df.iloc[i]["time"] + if time_diff <= timedelta(hours=h): + # Keep the higher peak + if df.iloc[i + 1][0] > df.iloc[i][0]: + rows_to_drop.append(i) + else: + rows_to_drop.append(i + 1) + df = df.drop(rows_to_drop).reset_index(drop=True) + df["time_diff"] = df["time"].diff() + + return df + + high_water_tides = [] + + for series in tides: + cstime = series.index + cs = CubicSpline(cstime, series.values.flatten()) + turning_idxs = np.where(np.diff(np.sign(np.diff(cs(cstime)))) < 0)[0] + 1 + turning_times = series.index[turning_idxs] + + high_water = pd.DataFrame( + series.iloc[turning_idxs].values.flatten(), index=turning_times + ) + high_water["time"] = high_water.index.to_series() + high_water = high_water.reset_index(drop=True) + + high_water = drop_close_highs(high_water, min_hours_between) + high_water = high_water[high_water[0] > 0] # Remove false/negative peaks + + high_water_tides.append(high_water) + + return high_water_tides + + +def find_measured_high_water( + detrended_SL: List[pd.Series], + high_water_tides: List[Union[pd.Series, pd.DataFrame]], + time_window_hours: float = 6, +) -> List[pd.Series]: + """ + Find measured high water peaks around predicted high water tides. + + This function searches for actual high water peaks in measured sea level data + within a specified time window around predicted high water times. + + Parameters + ---------- + detrended_SL : List[pd.Series] + List of pandas Series containing detrended sea level data. + high_water_tides : List[Union[pd.Series, pd.DataFrame]] + List of pandas Series or DataFrames with predicted high water times and values. + time_window_hours : float, optional + Time window in hours around each predicted high water timestamp + to search for maxima. Default is 6. + + Returns + ------- + List[pd.Series] + List of pandas Series with measured high water peaks (values indexed + by timestamp of maxima). + + Notes + ----- + The function searches for the maximum value within the specified time window + around each predicted high water time and returns the actual measured peaks. + """ + + time_window = pd.Timedelta(hours=time_window_hours) + high_water_measured = [] + + for k, detrended_series in enumerate(detrended_SL): + # Ensure high_water_tides[k] is a Series with times as index and values as predicted high water + if isinstance(high_water_tides[k], pd.DataFrame): + high_water_tides[k] = pd.Series( + high_water_tides[k][0].values, index=high_water_tides[k]["time"] + ) + + maxima = [] + maxima_times = [] + + for timestamp in high_water_tides[k].index: + start_time = timestamp - time_window + end_time = timestamp + time_window + + window_data = detrended_series[start_time:end_time] + + if not window_data.empty and len(window_data) > 0: + max_value = window_data.max() + max_time = window_data.idxmax() + maxima.append(max_value) + maxima_times.append(max_time) + + if maxima: # Only create series if we found maxima + maxima_series = pd.Series(maxima, index=maxima_times) + high_water_measured.append(maxima_series) + else: + high_water_measured.append(pd.Series(dtype=float)) + + return high_water_measured diff --git a/methods/statistical_downscaling/ExtremeEventClassification/utils/characterisation.py b/methods/statistical_downscaling/ExtremeEventClassification/utils/characterisation.py new file mode 100644 index 00000000..25ab5aa6 --- /dev/null +++ b/methods/statistical_downscaling/ExtremeEventClassification/utils/characterisation.py @@ -0,0 +1,877 @@ +import heapq +import re +from collections import Counter, defaultdict +from datetime import timedelta +from typing import Any, Dict, List, Tuple + +import matplotlib.dates as mdates +import matplotlib.pyplot as plt +import numpy as np +import pandas as pd +import requests +import scipy.signal +import seaborn as sns +from matplotlib.gridspec import GridSpec +from scipy.stats import kendalltau, pearsonr, spearmanr + + +def extract_top_event_types( + event_types: Dict[str, Dict[str, Dict[str, np.ndarray]]], +) -> Tuple[Dict[str, List[str]], List[str]]: + """ + Extract the top 1 most prevalent event types per station, including ties. + + Parameters + ---------- + event_types : dict + Event types structured by type -> station -> index -> np.array + + Returns + ------- + tuple + top_event_types : dict + Top event types per station (including ties) + unique_top_types : list + Unique event types across all stations + """ + + # Count occurrences of each event type per station + station_type_counts = defaultdict(Counter) + for event_type, stations in event_types.items(): + for station, events in stations.items(): + station_type_counts[station][event_type] += len(events) + + # Convert counts to percentages + station_type_percentages = {} + for station, counts in station_type_counts.items(): + total = sum(counts.values()) + percentages = {etype: (count / total) * 100 for etype, count in counts.items()} + station_type_percentages[station] = percentages + + # Extract top 1 most prevalent event types, including ties + top_event_types = {} + for station, percentages in station_type_percentages.items(): + sorted_types = sorted(percentages.items(), key=lambda x: x[1], reverse=True) + top_types = [] + if sorted_types: + top_percentage = sorted_types[0][1] + top_types.extend( + [etype for etype, pct in sorted_types if pct == top_percentage] + ) + top_event_types[station] = top_types + + # Get all unique top event types + unique_top_types = list( + {etype for types in top_event_types.values() for etype in types} + ) + + return top_event_types, unique_top_types + + +def extract_all_event_timeseries_and_high_tides( + NTR: List[pd.DataFrame], + high_tide: List[pd.DataFrame], + extremes_NTR: List[pd.DataFrame], +) -> Tuple[List[pd.DataFrame], List[pd.DataFrame]]: + """ + Extract NTR and high tide time series for all events. + + Parameters + ---------- + NTR : list of pd.DataFrame + Non-tidal residual time series for each station. + high_tide : list of pd.DataFrame + High tide time series for each station. + extremes_NTR : list of pd.DataFrame + Extreme event dataframes with 'start' and 'end' columns. + + Returns + ------- + tuple + NTR_timeseries : list of pd.DataFrame + NTR segments for each event. + high_tides_timeseries : list of pd.DataFrame + High tide segments for each event (±24h extension). + """ + + NTR_timeseries = [] + high_tides_timeseries = [] + + for ntr_df, ht_df, extremes in zip(NTR, high_tide, extremes_NTR): + for _, row in extremes.iterrows(): + # NTR segment within event bounds + ntr_segment = ntr_df[ + (ntr_df.index >= row["start"]) & (ntr_df.index <= row["end"]) + ] + NTR_timeseries.append(ntr_segment) + + # High tide segment with ±24h extension + start_ext = row["start"] - timedelta(hours=24) + end_ext = row["end"] + timedelta(hours=24) + ht_segment = ht_df[(ht_df.index >= start_ext) & (ht_df.index <= end_ext)] + high_tides_timeseries.append(ht_segment) + + return NTR_timeseries, high_tides_timeseries + + +def extract_event_type_datetimes( + event_types: Dict[str, Dict[str, Dict[str, np.ndarray]]], + extremes_NTR: List[pd.DataFrame], +) -> Tuple[List[List[pd.Timestamp]], List[List[Any]], List[Dict[int, int]]]: + """ + Extract datetime information for each event type and compute unique event dates and yearly counts. + + Parameters + ---------- + event_types : dict + Event types structured by type -> station -> index -> np.array. + extremes_NTR : list of pd.DataFrame + Contains the datetime indices. + + Returns + ------- + tuple + datetime_clusters : list of list of pd.Timestamp + Datetime values per event type. + unique_dates : list of list of datetime.date + Unique dates per event type. + unique_yearly_count : list of dict + Yearly counts of events per type. + """ + + # Flatten datetime index and build lookup + datetime = pd.DatetimeIndex(np.concatenate([df.index for df in extremes_NTR])) + array_extremes = np.concatenate([df.values for df in extremes_NTR]) + assert len(datetime) == array_extremes.shape[0], "Datetime length mismatch" + idx_to_dt = {str(i): dt for i, dt in enumerate(datetime)} + + datetime_clusters, unique_dates, yearly_counts = [], [], [] + + for stations in event_types.values(): + # Gather datetime for all indices in this event type + dts = [idx_to_dt[k] for s in stations.values() for k in s if k in idx_to_dt] + datetime_clusters.append(dts) + + # Unique dates + dates = sorted(set(dt.date() for dt in dts)) + unique_dates.append(dates) + + # Count events per year with ±2-day grouping + per_year = defaultdict(list) + for d in dates: + per_year[d.year].append(d) + + counts = {} + for y, dlist in per_year.items(): + dlist.sort() + count, ref = 0, None + for d in dlist: + if not ref or (d - ref).days > 3: + count += 1 + ref = d + counts[y] = count + yearly_counts.append(counts) + + return datetime_clusters, unique_dates, yearly_counts + + +def plot_yearly_event_counts( + event_types: Dict[str, Any], + unique_yearly_count: List[Dict[int, int]], + num_rows: int = 2, + num_cols: int = 5, +) -> None: + """ + Plot yearly event counts for each storm surge type. + + Parameters + ---------- + event_types : dict + Event types with keys (e.g. 'type_1', 'type_2', ...). + unique_yearly_count : list of dict + Yearly counts corresponding to the keys in prevalent_types (unsorted). + num_rows : int, optional + Number of rows in subplot grid. Default is 2. + num_cols : int, optional + Number of columns in subplot grid. Default is 5. + """ + + # Get the unsorted list of event type keys + original_types = list(event_types.keys()) + + # Create a mapping from type name to yearly count + type_to_yearly = dict(zip(original_types, unique_yearly_count)) + + # Sort type names + sorted_type_names = sorted( + event_types.keys(), key=lambda x: int(re.search(r"\d+", x).group()) + ) + + # Get the yearly count in sorted order + sorted_yearly_counts = [type_to_yearly[etype] for etype in sorted_type_names] + + # Setup plot + fig, axs = plt.subplots(num_rows, num_cols, figsize=(8, 4), dpi=600) + axs = axs.flatten() + + for i, (etype, yearly_counts) in enumerate( + zip(sorted_type_names, sorted_yearly_counts) + ): + years = list(yearly_counts.keys()) + counts = list(yearly_counts.values()) + + axs[i].bar(years, counts, color="#6AAD91", width=1) + axs[i].set_title(f"{etype}", fontsize=8, fontweight="bold", pad=3) + axs[i].set_xlim(1950, 2018) + axs[i].set_ylim(0, 5) + axs[i].grid(True, linewidth=0.3) + axs[i].tick_params(axis="x", labelsize=8, colors="black") + axs[i].tick_params(axis="y", labelsize=8, colors="black") + axs[i].set_yticks([1, 2, 3, 4]) + axs[i].set_xticks([1960, 1980, 2000, 2018]) + axs[i].set_xticklabels(["'60", "'80", "'00", "'18"]) + + if i % num_cols != 0: + axs[i].set_yticklabels([]) + + if i // num_cols != num_rows - 1: + axs[i].set_xticklabels([]) + + for spine in axs[i].spines.values(): + spine.set_edgecolor("gray") + spine.set_linewidth(0.3) + + fig.text( + -0.01, + 0.5, + "Number of events per year", + va="center", + rotation="vertical", + fontsize=10, + color="black", + fontweight="bold", + ) + fig.text( + 0.5, + -0.01, + "Year", + va="center", + ha="center", + fontsize=10, + color="black", + fontweight="bold", + ) + + plt.tight_layout() + plt.subplots_adjust(hspace=0.3) + plt.show() + + +def download_nao_index( + url: str = "https://www.psl.noaa.gov/data/correlation/nao.data", +) -> pd.DataFrame: + """ + Download and return the raw NAO data as a DataFrame. + + Parameters + ---------- + url : str, optional + URL to download NAO data from. Default is NOAA PSL NAO data URL. + + Returns + ------- + pd.DataFrame + Raw NAO data with Year column and monthly values. + """ + + response = requests.get(url) + lines = response.text.strip().split("\n")[1:-3] # Skip header and footer + data = [list(map(float, line.split())) for line in lines] + + return pd.DataFrame(data, columns=["Year"] + list(range(1, 13))) + + +def compute_annual_nao_means( + df: pd.DataFrame, missing_val: float = -99.9 +) -> Dict[int, float]: + """ + Compute yearly average NAO index from the monthly data. + + Parameters + ---------- + df : pd.DataFrame + NAO data with Year column and monthly values. + missing_val : float, optional + Value to treat as missing data. Default is -99.9. + + Returns + ------- + dict + Dictionary with year as key and annual mean NAO as value. + """ + + df = df.replace(missing_val, np.nan) + + return { + int(row["Year"]): row.iloc[1:].mean(skipna=True) for _, row in df.iterrows() + } + + +def filter_years( + data: Dict[int, float], start: int = 1950, end: int = 2017 +) -> Dict[int, float]: + """ + Filter a dictionary to include only years within the given range. + + Parameters + ---------- + data : dict + Dictionary with year as key and values. + start : int, optional + Start year (inclusive). Default is 1950. + end : int, optional + End year (inclusive). Default is 2017. + + Returns + ------- + dict + Filtered dictionary with years in the specified range. + """ + + return {year: val for year, val in data.items() if start <= year <= end} + + +def aggregate_cluster_events(clusters: List[Dict[int, int]]) -> Dict[int, int]: + """ + Aggregate events per year across all clusters. + + Parameters + ---------- + clusters : list of dict + List of dictionaries with year as key and event count as value. + + Returns + ------- + dict + Aggregated event counts per year across all clusters. + """ + + total = {} + for cluster in clusters: + for year, count in cluster.items(): + total[year] = total.get(year, 0) + count + + return total + + +def compute_correlations(events: Dict[int, int], nao: Dict[int, float]) -> None: + """ + Compute Pearson, Spearman, and Kendall correlations between events and NAO index. + + Parameters + ---------- + events : dict + Dictionary with year as key and event count as value. + nao : dict + Dictionary with year as key and NAO index as value. + + Raises + ------ + ValueError + If insufficient data for correlation calculation. + """ + + shared_years = sorted(set(events) & set(nao)) + if len(shared_years) < 2: + raise ValueError("Insufficient data for correlation calculation.") + + event_values = [events[year] for year in shared_years] + nao_values = [nao[year] for year in shared_years] + + pearson_corr, pearson_p = pearsonr(event_values, nao_values) + spearman_corr, spearman_p = spearmanr(event_values, nao_values) + kendall_corr, kendall_p = kendalltau(event_values, nao_values) + + print(f"Pearson: {pearson_corr:.3f} (p={pearson_p:.4f})") + print(f"Spearman: {spearman_corr:.3f} (p={spearman_p:.4f})") + print(f"Kendall: {kendall_corr:.3f} (p={kendall_p:.4f})") + + +def plot_scatter_nao_vs_events( + events: Dict[int, int], nao: Dict[int, float], title: str = "NAO vs Event Frequency" +) -> None: + """ + Plot a scatter plot between NAO index and event counts. + + Parameters + ---------- + events : dict + Dictionary with year as key and event count as value. + nao : dict + Dictionary with year as key and NAO index as value. + title : str, optional + Plot title. Default is "NAO vs Event Frequency". + + Raises + ------ + ValueError + If not enough data to plot scatter. + """ + + years = sorted(set(events) & set(nao)) + if len(years) < 2: + raise ValueError("Not enough data to plot scatter.") + + x = [nao[year] for year in years] + y = [events[year] for year in years] + + plt.figure(figsize=(8, 4)) + plt.scatter(x, y, color="#6AAD91", edgecolors="black") + plt.xlabel("NAO Index") + plt.ylabel("Number of Events") + plt.title(title, fontsize=11, fontweight="bold") + plt.grid(True, linestyle="--", linewidth=0.3) + plt.tight_layout() + plt.show() + + +def cumulative_intensity(time_series: pd.Series, threshold_99: float) -> float: + """ + Compute cumulative intensity over threshold for a single time series. + + Parameters + ---------- + time_series : pd.Series + Time series data with datetime index. + threshold_99 : float + 99th percentile threshold value. + + Returns + ------- + float + Cumulative intensity above threshold. + """ + + time = time_series.index + time_numeric = (time - time[0]).total_seconds() / 3600.0 # hours + + above_threshold = time_series >= threshold_99 + + if above_threshold.any(): + ts_filtered = time_series.copy() + ts_filtered[~above_threshold] = 0 + intensity = np.trapz(ts_filtered, time_numeric) + return intensity + else: + return 0.0 + + +def compute_cumulative_intensities_types( + event_types: Dict[str, Dict[str, Dict[str, np.ndarray]]], + NTR_timeseries: List[pd.DataFrame], + stations: pd.DataFrame, +) -> Dict[str, List[float]]: + """ + Compute cumulative intensity per event type across all stations. + + Parameters + ---------- + event_types : dict + Event types structured by type -> station -> index -> np.array. + NTR_timeseries : list of pd.DataFrame + NTR time series for each event. + stations : pd.DataFrame + Station data with 'station' and 'p99' columns. + + Returns + ------- + dict + Dictionary with event type as key and list of intensities as value + """ + + cumulative_intensity_trap = {} + + # Map station names to 99th percentile thresholds + station_thresholds = dict(zip(stations["station"], stations["p99"])) + + for event_type, station_dict in event_types.items(): + type_intensities = [] + + for station_name, events_dict in station_dict.items(): + threshold_99 = station_thresholds.get(station_name) + if threshold_99 is None: + continue # skip if no threshold + + for key_str in events_dict.keys(): + key = int(key_str) + time_series = NTR_timeseries[key] + + intensity = cumulative_intensity(time_series, threshold_99) + type_intensities.append(intensity) + + cumulative_intensity_trap[event_type] = type_intensities + + return cumulative_intensity_trap + + +def get_top_events( + cumulative_intensity_trap: Dict[str, List[float]], + event_types: Dict[str, Dict[str, Dict[str, np.ndarray]]], + top_n: int = 10, +) -> List[Tuple[float, str, str, str]]: + """ + Extract top N events by intensity across all event types. + + Parameters + ---------- + cumulative_intensity_trap : dict + Dictionary with event type as key and list of intensities as value. + event_types : dict + Event types structured by type -> station -> index -> np.array. + top_n : int, optional + Number of top events to return. Default is 10. + + Returns + ------- + list of tuple + List of (intensity, event_type, station, key_str) tuples. + """ + + flat_intensities = [] + + for event_type, intensities in cumulative_intensity_trap.items(): + station_dict = event_types[event_type] + + # Flatten keys in the station dict (station_name -> keys) + keys_flat = [] + for station_name, keys_dict in station_dict.items(): + keys_flat.extend([(station_name, key_str) for key_str in keys_dict.keys()]) + + # Now intensities and keys_flat correspond index-wise + for i, intensity in enumerate(intensities): + station_name, key_str = keys_flat[i] + flat_intensities.append((intensity, event_type, station_name, key_str)) + + # Get top N events by intensity + top_events = heapq.nlargest(top_n, flat_intensities, key=lambda x: x[0]) + + return top_events + + +def plot_event_cumulative_intensity( + event_types: Dict[str, Dict[str, Dict[str, np.ndarray]]], + NTR_timeseries: List[pd.DataFrame], + threshold_99: float, + key: int, +) -> None: + """ + Plot time series for a given event key with threshold highlighting. + + Parameters + ---------- + event_types : dict + Event types structured by type -> station -> index -> np.array. + NTR_timeseries : list of pd.DataFrame + NTR time series for each event. + threshold_99 : float + Threshold value for highlighting. + key : int + Event key (corresponding to keys in event_types). + + Raises + ------ + ValueError + If key not found in event_types. + """ + + # Find the station and event_type that contains the given key + found = False + for event_type, station_dict in event_types.items(): + for station_name, events_dict in station_dict.items(): + if str(key) in events_dict: + found = True + break + if found: + break + if not found: + raise ValueError(f"Key {key} not found in event_types") + + # Extract full time series for this key + time_series = NTR_timeseries[key] + + # Determine which values exceed threshold + event_series_masked = time_series.where(time_series >= threshold_99) + + # Plot setup + plt.figure(figsize=(10, 6)) + gs = GridSpec(2, 2, width_ratios=[1, 2], height_ratios=[2, 1]) + ax1 = plt.subplot(gs[0, :]) + + # Plot full series and highlight above-threshold event segment + ax1.plot( + time_series.index, + time_series.values, + label="Original Time Series", + color="#6F1D77", + linewidth=1, + ) + ax1.plot( + event_series_masked.index, + event_series_masked.values, + label="Above Threshold", + color="#431148", + linewidth=5, + zorder=6, + ) + ax1.axhline(y=threshold_99, color="black", linestyle="--", linewidth=0.8, zorder=6) + + # Style + ax1.spines["top"].set_visible(False) + ax1.spines["right"].set_visible(False) + ax1.set_yticks([0, 1, 2, 3]) + ax1.set_ylabel("Non-tidal residual [m]", fontsize=8, fontweight="bold", labelpad=10) + ax1.tick_params(axis="both", labelsize=8) + + ax1.xaxis.set_major_formatter(mdates.DateFormatter("'%y %b %d")) + ax1.xaxis.set_major_locator(mdates.DayLocator(interval=1)) + for i, label in enumerate(ax1.get_xticklabels()): + if i % 3 != 0: + label.set_visible(False) + + ax1.text( + ax1.get_xlim()[0] + 0.04 * (ax1.get_xlim()[1] - ax1.get_xlim()[0]), + threshold_99, + "99th", + color="black", + fontsize=8, + ha="left", + va="center", + backgroundcolor="white", + zorder=6, + fontweight="bold", + ) + + plt.subplots_adjust(left=0.15, right=0.85, top=0.9, bottom=0.1, hspace=0.3) + plt.show() + + +def smooth_signal( + series: pd.Series, window_hours: int = 12 +) -> Tuple[np.ndarray, int, float]: + """ + Smooth a time series using a moving average window. + + Parameters + ---------- + series : pd.Series + Time series to smooth. + window_hours : int, optional + Window size in hours. Default is 12. + + Returns + ------- + tuple + smoothed : np.ndarray + Smoothed time series. + window_size : int + Window size in samples. + time_diff : float + Time difference between samples in seconds. + """ + + time_diff = (series.index[1] - series.index[0]).total_seconds() + window_size = int((window_hours * 3600) / time_diff) + smoothed = np.convolve( + series.values, np.ones(window_size) / window_size, mode="same" + ) + + return smoothed, window_size, time_diff + + +def find_peaks_in_smoothed( + smoothed: np.ndarray, time_index: pd.DatetimeIndex, time_step_sec: float +) -> List[Tuple[int, pd.Timestamp]]: + """ + Find peaks in smoothed time series with prominence filtering. + + Parameters + ---------- + smoothed : np.ndarray + Smoothed time series. + time_index : pd.DatetimeIndex + Time index for the series. + time_step_sec : float + Time step in seconds. + + Returns + ------- + list of tuple + List of (peak_index, peak_date) tuples. + """ + + wlen_max = int((72 * 3600) / time_step_sec) + wlen_min = int((12 * 3600) / time_step_sec) + wlen_samples = max(wlen_min, min(wlen_max, len(smoothed))) + + peaks, props = scipy.signal.find_peaks(smoothed, prominence=0.02, wlen=wlen_samples) + peak_dates = time_index[peaks] + prominences = props["prominences"] + + peaks_with_prom = sorted(zip(peaks, prominences, peak_dates), key=lambda x: -x[1]) + + seen = [] + final_peaks = [] + for peak, prom, pdate in peaks_with_prom: + if all(abs((pdate - prev).days) >= 0.52 for prev in seen): + final_peaks.append((peak, pdate)) + seen.append(pdate) + + return final_peaks + + +def extract_original_maxima_near_peaks( + series: pd.Series, + smoothed_peaks: List[Tuple[int, pd.Timestamp]], + search_radius: int, +) -> List[Tuple[pd.Timestamp, float]]: + """ + Extract original maxima near smoothed peaks. + + Parameters + ---------- + series : pd.Series + Original time series. + smoothed_peaks : list of tuple + List of (peak_index, peak_date) tuples from smoothed series. + search_radius : int + Search radius in samples around each peak. + + Returns + ------- + list of tuple + List of (max_time, max_val) tuples. + """ + + maxima = [] + + for peak_idx, _ in smoothed_peaks: + left = max(0, peak_idx - search_radius) + right = min(len(series), peak_idx + search_radius) + window = series.iloc[left:right] + if not window.empty: + max_time = window.idxmax() + max_val = window.max() + maxima.append((max_time, max_val)) + + return maxima + + +def plot_all_events(processed_events: List[Dict[str, Any]]) -> None: + """ + Plot all processed events in a grid layout. + + Parameters + ---------- + processed_events : list of dict + List of event dictionaries with 'series', 'smoothed', 'peaks', and 'maxima' keys. + """ + + n = len(processed_events) + n_cols = 5 + n_rows = int(np.ceil(n / n_cols)) + fig, axs = plt.subplots(n_rows, n_cols, figsize=(3 * n_cols, 2.5 * n_rows)) + axs = axs.flatten() + + for i, event in enumerate(processed_events): + ax = axs[i] + ax.plot( + event["series"].index, event["smoothed"], color="blue", label="Smoothed" + ) + ax.plot( + event["series"].index, + event["series"].values, + color="green", + alpha=0.5, + label="Original", + ) + + for peak_idx, _ in event["peaks"]: + ax.plot(event["series"].index[peak_idx], event["smoothed"][peak_idx], "rx") + + for max_time, max_val in event["maxima"]: + ax.plot(max_time, max_val, "gx") + + ax.tick_params(labelsize=6) + + for j in range(i + 1, len(axs)): + axs[j].axis("off") + + plt.tight_layout() + plt.show() + + +def find_nearest_high_tide( + peak_time: pd.Timestamp, high_tide_times: List[pd.Timestamp] +) -> Tuple[pd.Timestamp, float]: + """ + Find the nearest high tide time to a peak time. + + Parameters + ---------- + peak_time : pd.Timestamp + The time of the peak. + high_tide_times : list of pd.Timestamp + The high tide times to compare against. + + Returns + ------- + tuple + nearest_high_tide : pd.Timestamp + The closest high tide time. + time_diff_hours : float + Time difference in hours (peak_time - nearest_high_tide). + """ + + peak_time = pd.Timestamp(peak_time) + high_tide_times = pd.to_datetime(high_tide_times) + + nearest_idx = np.argmin(np.abs(high_tide_times - peak_time)) + nearest_high_tide = high_tide_times[nearest_idx] + + time_diff_hours = (peak_time - nearest_high_tide).total_seconds() / 3600 + + return nearest_high_tide, time_diff_hours + + +def plot_time_diff_histogram(time_differences: List[float], bins: int = 30) -> None: + """ + Plot histogram of time differences between peaks and high tides. + + Parameters + ---------- + time_differences : list of float + Time differences in hours. + bins : int, optional + Number of histogram bins. Default is 30. + """ + + figsize = (8, 4) + dpi = 600 + fig, ax = plt.subplots(figsize=figsize, dpi=dpi) + + ax.hist( + time_differences, + bins=bins, + color="#C28B3C", + edgecolor="#C28B3C", + alpha=0.7, + density=True, + zorder=2, + ) + sns.kdeplot(time_differences, color="#996515", linewidth=1, ax=ax) + + ax.grid(True, linestyle="--", alpha=0.4, zorder=0) + ax.set_xticks([-6, -4, -2, 0, 2, 4, 6]) + ax.set_ylim([0, 0.3]) + + plt.show() diff --git a/methods/statistical_downscaling/ExtremeEventClassification/utils/event_types.py b/methods/statistical_downscaling/ExtremeEventClassification/utils/event_types.py new file mode 100644 index 00000000..2727a554 --- /dev/null +++ b/methods/statistical_downscaling/ExtremeEventClassification/utils/event_types.py @@ -0,0 +1,783 @@ +from collections import Counter +from typing import Any, Callable, Dict, List, Tuple, Union + +import cartopy.crs as ccrs +import cartopy.feature as cfeature +import matplotlib.patheffects as PathEffects +import matplotlib.pyplot as plt +import numpy as np +import pandas as pd +import seaborn as sns +from matplotlib.gridspec import GridSpec +from scipy.spatial.distance import pdist as dist +from scipy.spatial.distance import squareform +from sklearn.preprocessing import StandardScaler + + +def plot_stations( + lat: List[float], lon: List[float], coast_extent: Tuple[float, float, float, float] +) -> None: + """ + Plot station locations on a map with coastlines and borders. + + Parameters + ---------- + lat : array-like + Latitude coordinates of stations. + lon : array-like + Longitude coordinates of stations. + coast_extent : tuple + Map extent as (lon_min, lon_max, lat_min, lat_max). + """ + + fig, ax = plt.subplots( + subplot_kw={"projection": ccrs.PlateCarree()}, figsize=(8, 6) + ) + + # Add coastlines and borders + ax.add_feature( + cfeature.COASTLINE.with_scale("10m"), edgecolor="white", linewidth=0.5, zorder=3 + ) + ax.add_feature( + cfeature.BORDERS.with_scale("10m"), + linestyle="-", + linewidth=1, + edgecolor="white", + zorder=4, + ) + ax.add_feature( + cfeature.LAND.with_scale("10m"), facecolor="#f2e2a0", linewidth=0.5, zorder=3 + ) + + ax.set_extent(coast_extent, crs=ccrs.PlateCarree()) + + # Plot stations location + for i, (lat_val, lon_val) in enumerate(zip(lat, lon)): + ax.text( + lon_val, + lat_val, + str(i + 1), + transform=ccrs.PlateCarree(), + color="black", + fontsize=12, + ha="center", + va="center", + fontweight="bold", + zorder=5, + path_effects=[PathEffects.withStroke(linewidth=2, foreground="white")], + ) + + plt.axis("off") + plt.show() + + +def normalize_per_duration(series: pd.Series) -> pd.Series: + """ + Normalize a time series by its duration. + + Parameters + ---------- + series : pd.Series + Time series with datetime index to normalize. + + Returns + ------- + pd.Series + Normalized series with index scaled to [0, 1]. + """ + + dur = (series.index[-1] - series.index[0]).total_seconds() / 3600 + normalized_index = (series.index - series.index[0]).total_seconds() / (dur * 3600) + series.index = normalized_index + + return series + + +def get_max_resample_interval( + extremes_list: List[pd.DataFrame], NTR_list: List[pd.Series] +) -> Tuple[float, pd.Series, int, float, float]: + """ + Determine the maximum time interval used for re-sampling storm surge hydrographs. + + Parameters + ---------- + extremes_list : list of pd.DataFrame + Each dataframe contains event information with columns ['max', 'duration', + 'start', 'end'], and datetime index as event peaks. + NTR_list : list of pd.Series + List of non-tidal residual time series (datetime-indexed). + + Returns + ------- + tuple + max_interval : float + Maximum ∆t * D value across all events. + timeseries_max_interval : pd.Series + Corresponding NTR time series for the max interval event. + index_max_interval : int + Index of the station with the max interval event. + dt_max_interval : float + Sampling interval of the event with the max ∆t * D. + duration_max_interval : float + Duration (in hours) of the event with the max ∆t * D. + """ + + max_interval = 0 + timeseries_max_interval = None + + for j, extremes in enumerate(extremes_list): + extremes = extremes.copy() + extremes["t_peak"] = extremes.index + extremes.reset_index(drop=True, inplace=True) + + max_interval_element = 0 + + for i in range(len(extremes)): + timeseries = NTR_list[j][ + (NTR_list[j].index >= extremes["start"][i]) + & (NTR_list[j].index <= extremes["end"][i]) + ] + if len(timeseries) < 2: + continue + + dt = extremes["duration"][i] / (len(timeseries) - 1) + interval_value = dt * extremes["duration"][i] + + if interval_value > max_interval_element: + max_interval_element = interval_value + timeseries_max_element = timeseries + index_max_element = j + dt_max_element = dt + duration_max_element = extremes["duration"][i] + + if max_interval_element > max_interval: + max_interval = max_interval_element + timeseries_max_interval = timeseries_max_element + index_max_interval = index_max_element + dt_max_interval = dt_max_element + duration_max_interval = duration_max_element + + return ( + max_interval, + timeseries_max_interval, + index_max_interval, + dt_max_interval, + duration_max_interval, + ) + + +def extract_hydrographs( + extremes_list: List[pd.DataFrame], + NTR_list: List[pd.Series], + max_interval: float, + normalize_func: Callable[[pd.Series], pd.Series], +) -> List[np.ndarray]: + """ + Extract and resample normalized hydrographs from non-tidal residual (NTR) data. + + Parameters + ---------- + extremes_list : list of pd.DataFrame + List of dataframes containing event info with 'start' and 'end' columns. + NTR_list : list of pd.Series + List of non-tidal residual time series. + max_interval : float + Maximum interval value for resampling. + normalize_func : callable + Function to normalize a time series per event duration. + + Returns + ------- + list of np.ndarray + List where each element is a 2D array (events x resampled time steps). + """ + + hydrographs_list = [] + max_dt = 1 / max_interval + new_index = np.arange(0, 1 + max_dt, max_dt) + + for j, extremes in enumerate(extremes_list): + extremes = extremes.copy() + extremes["t_peak"] = extremes.index + extremes.reset_index(drop=True, inplace=True) + + regridded_NTR = [] + + for i in range(len(extremes)): + timeseries = NTR_list[j][ + (NTR_list[j].index >= extremes["start"][i]) + & (NTR_list[j].index <= extremes["end"][i]) + ] + + normalized = normalize_func(timeseries) + index_joined = normalized.index.join(new_index, how="outer") + regridded_temp = ( + normalized.reindex(index_joined) + .interpolate(method="slinear") + .reindex(new_index) + ) + regridded_NTR.append(regridded_temp) + + matrix_NTR = np.array(regridded_NTR) + matrix_NTR = matrix_NTR[:, :-1] + hydrographs_list.append(matrix_NTR) + + return hydrographs_list + + +def prepare_weighted_features( + extremes_list: List[pd.DataFrame], + hydrographs_list: List[np.ndarray], + ntr_weight: float = 0.5, + duration_weight: float = 0.5, +) -> np.ndarray: + """ + Concatenate and standardize hydrographs and durations, apply weighting, + and combine into a single feature matrix. + + Parameters + ---------- + extremes_list : list of pd.DataFrame + List of DataFrames containing extreme events with 'duration' in column index 1. + hydrographs_list : list of np.ndarray + List of 2D arrays with interpolated hydrographs. + ntr_weight : float, optional + Proportion of importance given to NTR features. Default is 0.5. + duration_weight : float, optional + Proportion of importance given to duration. Default is 0.5. + + Returns + ------- + np.ndarray + Combined weighted feature matrix for clustering. + """ + + # Concatenate all events and durations + array_extremes = np.concatenate([df.values for df in extremes_list]) + durations = array_extremes[:, 1] + + array_NTR = np.concatenate(hydrographs_list) + + # Standardize separately + scaler = StandardScaler() + scaled_NTR = scaler.fit_transform(array_NTR) + scaled_duration = scaler.fit_transform(durations.reshape(-1, 1)) + + # Apply weighting + ntr_weight_factor = np.sqrt(ntr_weight / scaled_NTR.shape[1]) + duration_weight_factor = np.sqrt(duration_weight) + + weighted_NTR = scaled_NTR * ntr_weight_factor + weighted_duration = scaled_duration * duration_weight_factor + + # Combine into single feature matrix + features = np.column_stack((weighted_NTR, weighted_duration)) + + return features + + +def plot_pca_variance( + pca: Any, n_components: int = 62, figsize: Tuple[int, int] = (10, 8), dpi: int = 600 +) -> None: + """ + Plot cumulative explained variance from a fitted PCA object. + + Parameters + ---------- + pca : sklearn.decomposition.PCA + Fitted sklearn PCA object. + n_components : int, optional + Number of components to display on x-axis. Default is 62. + figsize : tuple, optional + Figure size. Default is (10, 8). + dpi : int, optional + Dots per inch (image resolution). Default is 600. + """ + + plt.figure(figsize=figsize, dpi=dpi) + plt.plot( + range(n_components), + pca.explained_variance_ratio_.cumsum(), + marker="o", + linestyle="--", + color="#0076C2", + ) + plt.xlabel("Number of components", fontsize=12) + plt.ylabel("Cumulative explained variance", fontsize=12) + plt.grid(True, alpha=0.4) + plt.title("PCA Explained Variance", fontsize=14) + plt.tight_layout() + plt.show() + + +def extract_chosen_events( + md_reduced_index: List[int], + extremes_list: List[pd.DataFrame], + hydrographs_list: List[np.ndarray], + station_names: List[str], +) -> List[List[Union[str, Any]]]: + """ + Extract selected storm surge event metadata based on indices from dimensionality reduction. + + Parameters + ---------- + md_reduced_index : iterable + Indices of (MDA) selected events. + extremes_list : list + List of DataFrames containing extreme event data per station. + hydrographs_list : list + List of hydrograph series per station. + station_names : list + List of station names corresponding to extremes_list and hydrographs_list. + + Returns + ------- + list + List of [station_name, start_date, duration, magnitude] for selected events. + """ + + # Flatten event data + array_extremes = np.concatenate([df.values for df in extremes_list]) + start = array_extremes[:, 2] + duration = array_extremes[:, 1] + magnitude = array_extremes[:, 0] + + # Generate corresponding station names + stations = [] + for name, hydro in zip(station_names, hydrographs_list): + stations.extend([name] * hydro.shape[0]) + stations = np.array(stations) + + # Collect selected events + chosen_events = [] + for idx in md_reduced_index: + row = [stations[idx], start[idx], duration[idx], magnitude[idx]] + chosen_events.append(row) + + return chosen_events + + +def count_events_per_station( + chosen_events: List[List[Union[str, Any]]], +) -> Dict[str, int]: + """ + Count the number of selected storm surge events per station. + + Parameters + ---------- + chosen_events : list + List of [station_name, start_date, duration, magnitude] for selected events. + + Returns + ------- + dict + Dictionary with station names as keys and event counts as values. + """ + + # Extract station names from chosen events + station_names = [event[0] for event in chosen_events] + + # Count occurrences of each station name + station_event_counts = Counter(station_names) + + return dict(station_event_counts) + + +def plot_magnitude_duration_violin( + chosen_events: List[List[Union[str, Any]]], + station_names: List[str], + figsize_mm: Tuple[float, float] = (174, 234 / 3), + dpi: int = 300, +) -> None: + """ + Plot violin plots for magnitude and duration (in days) of storm surge events per station. + + Parameters + ---------- + chosen_events : list of list + List of [station, start_date, duration (hrs), magnitude] for selected events. + station_names : list of str + List of all station names (in desired order). + figsize_mm : tuple of float, optional + Figure size in millimeters (width, height). Default is (174, 234/3). + dpi : int, optional + Figure resolution in dots per inch. Default is 300. + """ + + # Prepare DataFrame + df = pd.DataFrame( + chosen_events, columns=["Station", "Start", "Duration", "Magnitude"] + ) + df["Duration_Days"] = df["Duration"] / 24 + df["Order"] = df["Station"].map({name: i for i, name in enumerate(station_names)}) + df_sorted = df.sort_values(by="Order") + + # Convert mm to inches + figsize_in = (figsize_mm[0] / 25.4, figsize_mm[1] / 25.4) + + # Create figure and grid spec + fig = plt.figure(figsize=figsize_in, dpi=dpi) + gs = GridSpec(1, 2) + + # === Magnitude Plot === + ax1 = fig.add_subplot(gs[:, 0]) + sns.violinplot( + data=df_sorted, + x="Magnitude", + y="Station", + order=station_names, + ax=ax1, + palette="husl", + inner="point", + edgecolor="None", + alpha=0.8, + inner_kws=dict(color="0.1", s=1), + zorder=3, + ) + ax1.set_xlabel("Magnitude [m]", fontsize=8, fontweight="bold") + ax1.set_ylabel("") + ax1.yaxis.tick_right() + ax1.yaxis.set_label_position("right") + ax1.set_yticklabels([]) + ax1.tick_params(axis="y", length=0) + ax1.set_xlim(-0.5, 4) + ax1.grid( + True, which="both", axis="both", color="lightgrey", linestyle="-", linewidth=0.5 + ) + for spine in ax1.spines.values(): + spine.set_color("grey") + spine.set_linewidth(0.7) + for label in ax1.get_xticklabels(): + label.set_fontsize(8) + ax1.text( + 0.02, + 0.98, + "a)", + transform=ax1.transAxes, + fontsize=12, + fontweight="bold", + verticalalignment="top", + horizontalalignment="left", + ) + + # === Duration Plot === + ax2 = fig.add_subplot(gs[:, 1]) + sns.violinplot( + data=df_sorted, + x="Duration_Days", + y="Station", + order=station_names, + ax=ax2, + palette="husl", + inner="point", + edgecolor="None", + alpha=0.8, + inner_kws=dict(color="0.1", s=1), + zorder=3, + ) + ax2.set_xlabel("Duration [days]", fontsize=8, fontweight="bold") + ax2.set_ylabel("") + ax2.yaxis.tick_right() + ax2.yaxis.set_label_position("right") + ax2.grid( + True, which="both", axis="both", color="lightgrey", linestyle="-", linewidth=0.5 + ) + for spine in ax2.spines.values(): + spine.set_color("grey") + spine.set_linewidth(0.7) + for label in ax2.get_xticklabels(): + label.set_fontsize(8) + for label in ax2.get_yticklabels(): + label.set_fontweight("bold") + label.set_fontsize(8) + ax2.text( + 0.02, + 0.98, + "b)", + transform=ax2.transAxes, + fontsize=12, + fontweight="bold", + verticalalignment="top", + horizontalalignment="left", + ) + + # Adjust position of second axis + pos2 = ax2.get_position() + ax2.set_position([pos2.x0 - 0.05, pos2.y0, pos2.width, pos2.height]) + + plt.tight_layout() + plt.show() + + +def sort_cluster_gen_corr_end( + centers: np.ndarray, dimdim: int +) -> Tuple[np.ndarray, int, int, float]: + """ + Organize dimdim centroids as in SOM (Self-Organizing Map). + + For dim=10, a matrix 10x10 has 100 centroids. Returns a matrix sc dimxdim + with the ordered index and a quality index qx, better the lesser. + + Parameters + ---------- + centers : np.ndarray + The dimxdim centroids with dimension (dimxdim, d). + dimdim : int + Number of clusters (must be rectangular, e.g., 20=4x5, 12=3x4). + + Returns + ------- + tuple + sc : np.ndarray + Ordered cluster matrix. + dimy : int + Number of rows in the matrix. + dimx : int + Number of columns in the matrix. + qx : float + Quality index (lower is better). + + Notes + ----- + Based on sort_cluster_gen_corr_end.m function created by rancellt@aemet.es, + Rafael Ancell, 22-10-2010. Modified by antonio.tomas@unican.es, 05-11-2010, + canovasv@unican.es, 22-12-2010, and aantolinezja@unican.es 03-06-2014. + + Raises + ------ + ValueError + If the number of clusters is not rectangular, e.g., 20=4x5, 12=3x4. + """ + + # 2D plots + if np.sqrt(dimdim) % 1 > 0: + dimy = int(np.floor(np.sqrt(dimdim))) + dimx = int(np.ceil(np.sqrt(dimdim))) + else: + dimy = int(np.sqrt(dimdim)) + dimx = int(np.sqrt(dimdim)) + + print(dimx) + if dimy * dimx != dimdim: + raise ValueError("Number of cluster must be rectangular, 20=4x5, 12=3x4.") + + dd = squareform(dist(centers, metric="euclidean"), force="tomatrix") + qx = 0 + + sc = np.reshape(np.random.permutation(dimdim), (dimy, dimx)) + + for i in range(dimy): + for j in range(dimx): + # FILA F-1 + if (i - 1) >= 0: + qx = qx + dd[sc[i - 1, j], sc[i, j]] + if (j - 1) >= 0: + qx = qx + dd[sc[i - 1, j - 1], sc[i, j]] + if (j + 1) < dimx: + qx = qx + dd[sc[i - 1, j + 1], sc[i, j]] + # FILA F + if (j - 1) >= 0: + qx = qx + dd[sc[i, j - 1], sc[i, j]] + if (j + 1) < dimx: + qx = qx + dd[sc[i, j + 1], sc[i, j]] + # FILA F+1 + if (i + 1) < dimy: + qx = qx + dd[sc[i + 1, j], sc[i, j]] + if (j - 1) >= 0: + qx = qx + dd[sc[i + 1, j - 1], sc[i, j]] + if (j + 1) < dimx: + qx = qx + dd[sc[i + 1, j + 1], sc[i, j]] + + q = np.inf + sigue = 1 + # Test all possible permutations of 3 nodes [i j k] + for i in range(dimdim): + if sigue == 0: + break + sigue = 0 + for j in range(dimdim): + for k in range(dimdim): + if len(np.unique([i, j, k])) == 3: + u = sc.copy() + u = np.reshape(u.T, (1, dimdim)) + u[0, i] = sc.T.flat[j] + u[0, j] = sc.T.flat[k] + u[0, k] = sc.T.flat[i] + u = np.reshape(u, (dimy, dimx)).T + f = 0 + for ix in range(dimy): + for jx in range(dimx): + print(jx) + + # FILA F-1 + if (ix - 1) >= 0: + f = f + dd[u[ix - 1, jx], u[ix, jx]] + if (jx - 1) >= 0: + f = f + dd[u[ix - 1, jx - 1], u[ix, jx]] + if (jx + 1) < dimx: + f = f + dd[u[ix - 1, jx + 1], u[ix, jx]] + # FILA F + if (jx - 1) >= 0: + f = f + dd[u[ix, jx - 1], u[ix, jx]] + if (jx + 1) < dimx: + f = f + dd[u[ix, jx + 1], u[ix, jx]] + # FILA F+1 + if (ix + 1) < dimy: + f = f + dd[u[ix + 1, jx], u[ix, jx]] + if (jx - 1) >= 0: + f = f + dd[u[ix + 1, jx - 1], u[ix, jx]] + if (jx + 1) < dimx: + f = f + dd[u[ix + 1, jx + 1], u[ix, jx]] + if f <= q: + q = f + sc = u + if q < qx: + qx = q + sigue = 1 + + return sc, dimy, dimx, qx + + +def merge_kmedians_with_optics( + kmed_labels: List[int], optics_labels: List[int] +) -> List[List[int]]: + """ + Merge K-medians cluster labels based on OPTICS clustering results. + + Parameters + ---------- + kmed_labels : list + List of K-medians cluster assignments (e.g., [0, 1, 1, 2, ...]). + optics_labels : list + Corresponding OPTICS cluster labels (e.g., [-1, 0, 0, 1, ...]). + + Returns + ------- + list + List of cluster indices grouped by OPTICS label + """ + + # Initialize a dictionary to store merged clusters + merged_clusters = {} + unchanged_clusters = [] + + # Iterate over optics_labels and merge clusters with the same label (excluding -1) + for i, label in enumerate(optics_labels): + if label == -1: + unchanged_clusters.append(kmed_labels[i]) + else: + if label not in merged_clusters: + merged_clusters[label] = kmed_labels[i] + else: + merged_clusters[label].extend(kmed_labels[i]) + + # Remove duplicates in each cluster after merging + for key in merged_clusters: + merged_clusters[key] = list(set(merged_clusters[key])) + + # Combine merged clusters and unchanged clusters + merged_cluster_labels = [merged_clusters[key] for key in sorted(merged_clusters)] + merged_cluster_labels.extend(unchanged_clusters) + + return merged_cluster_labels + + +def plot_clusters_NTR_only( + labels: List[List[int]], hydrographs_list: List[np.ndarray], md_reduced: Any +) -> None: + """ + Plot clustered NTR hydrographs with centroids. + + Parameters + ---------- + labels : list + Cluster labels for each event. + hydrographs_list : list of np.ndarray + List of hydrograph arrays per station. + md_reduced : object + Dimensionality reduction object with index attribute. + """ + + # Sort clusters by size + chosen_labels = labels.copy() + chosen_labels.sort(key=len, reverse=True) + + array_NTR = np.concatenate(hydrographs_list) + + # Calculate centroids + centroids = [] + for cluster_indices in chosen_labels: + mapped_indices = [md_reduced.index[index] for index in cluster_indices] + cluster_data = array_NTR[mapped_indices] + centroid = np.median(cluster_data, axis=0) + centroids.append(centroid) + + # Set up figure + fig, axs = plt.subplots(8, 7, figsize=(174 / 25.4, 234 / 25.4), dpi=600) + + for i, cluster_indices in enumerate(chosen_labels): + row, col = divmod(i, 7) + + ax = axs[row, col] + for index in cluster_indices: + array_index = md_reduced.index[index] + ax.plot(array_NTR[array_index], alpha=0.7, linewidth=0.5, color="#C49FE7") + + ax.plot(centroids[i], linewidth=1, color="#6F1D77", label="Centroid") + + ax.set_ylim(-2, 4) + ax.set_yticks([-1, 1, 3]) + ax.tick_params(axis="y", labelsize=8, colors="#6F1D77") + ax.set_xticks([0, 500, 1000]) + ax.tick_params(axis="x", labelsize=8, colors="black") + + # Add title and likelihood annotation + likelihood = len(cluster_indices) / 972 + ax.set_title(f"Type {i + 1}", fontsize=10, fontweight="bold", pad=13) + ax.text( + 0.5, + 1.02, + f"{likelihood:.2%}", + transform=ax.transAxes, + fontsize=8, + color="black", + ha="center", + va="bottom", + ) + + # Hide y-axis labels if not first column + if col != 0: + ax.get_yaxis().set_visible(False) + # Hide x-axis labels if not last row + if row != 7: + ax.get_xaxis().set_visible(False) + + for spine in ax.spines.values(): + spine.set_edgecolor("gray") + spine.set_linewidth(1) + spine.set_alpha(0.3) + + # Add shared labels + fig.text( + 0.06, + 0.5, + "Non-tidal residual [m]", + va="center", + rotation="vertical", + fontsize=10, + color="#6F1D77", + fontweight="bold", + ) + fig.text( + 0.5, + 0.088, + "Re-sampled time step", + va="center", + ha="center", + fontsize=10, + color="black", + fontweight="bold", + ) + + plt.subplots_adjust(hspace=0.7) + plt.show() diff --git a/methods/statistical_downscaling/ExtremeEventClassification/utils/extremes.py b/methods/statistical_downscaling/ExtremeEventClassification/utils/extremes.py new file mode 100644 index 00000000..2913e017 --- /dev/null +++ b/methods/statistical_downscaling/ExtremeEventClassification/utils/extremes.py @@ -0,0 +1,228 @@ +from typing import Tuple + +import numpy as np +import pandas as pd + + +def pot( + var: pd.Series, + indep: float, + mindur: float, + eventopt: str, + res: float, + resunit: str, + qopt: str, + q: float, +) -> Tuple[pd.DataFrame, pd.Series, float]: + """ + Peak Over Threshold (POT) method to extract events from time series data. + + This function implements three different methods for detecting extreme events + in time series data based on threshold exceedances. + + Parameters + ---------- + var : pd.Series + Pandas Series with datetime index containing the variable to analyze. + indep : float + Independence time in hours, minimum separation between events. + mindur : float + Minimum event duration in hours. + eventopt : str + Event detection method, one of: + - 'exc': exceedances separated by more than independence time + - 'gaps': intervals defined by gaps between exceedances larger than independence time + - 'cont': continuous intervals of threshold exceedance, no independence enforced + res : float + Data resolution (time step) in units defined by resunit. + resunit : str + Unit of time for resolution, e.g., 'min', 'h', 'd'. + qopt : str + Threshold type specification, either 'quantile' or 'threshold'. + q : float + Threshold value or quantile value depending on qopt. + + Returns + ------- + vare : pd.DataFrame + DataFrame of detected events with columns ['max', 'duration', 'start', 'end']. + events : pd.Series + Series with annual counts of detected events. + varth : float + Threshold value used for event detection. + + Raises + ------ + ValueError + If qopt is not 'quantile' or 'threshold', or if eventopt is not one of + the valid options. + + Notes + ----- + The function supports three different event detection methods: + + - 'exc': Finds exceedances separated by more than the independence time + - 'gaps': Identifies intervals defined by gaps between exceedances + - 'cont': Detects continuous intervals of threshold exceedance + + Events with duration less than mindur are filtered out from the results. + """ + + # Determine threshold + if qopt[:4] == "quan": + varth = var.quantile(q) + elif qopt[:4] == "thre": + varth = q + else: + raise ValueError("qopt must start with 'quan' or 'thre'") + + # Select values exceeding threshold + vare = var[var >= varth] + print(vare) + + # ----- Event detection using exceedances ('exc') ----- + if eventopt == "exc": + # Find indices where time gap between exceedances > independence threshold + istorm = np.insert( + np.where((vare.index[1:] - vare.index[:-1]) > pd.Timedelta(res, resunit))[ + 0 + ], + 0, + -1, + ) + + indx, vmax, dur, start, end = [], [], [], [], [] + for i, j in zip(istorm[:-1] + 1, istorm[1:]): + sub_var = vare[i : j + 1] + indx.append(sub_var.idxmax()) + vmax.append(sub_var.max()) + start.append(sub_var.index[0]) + end.append(sub_var.index[-1]) + dur.append( + (sub_var.index[-1] - sub_var.index[0]).total_seconds() / 3600 + ) # hours + + indx = pd.Index(indx) + + if len(indx) == 0: + print("no INDX", flush=True) + return np.nan, np.nan, np.nan + + # Check event independence based on indep threshold (hours) + indx2, vmax2, dur2, start2, end2 = ( + [indx[0]], + [vmax[0]], + [dur[0]], + [start[0]], + [end[0]], + ) + for i, v, d, st, en in zip(indx[1:], vmax[1:], dur[1:], start[1:], end[1:]): + if (i - indx2[-1]) > pd.Timedelta(indep, "h"): # independent event + indx2.append(i) + vmax2.append(v) + dur2.append(d) + start2.append(st) + end2.append(en) + else: + # Merge events, keep max amplitude and adjust duration + imx = np.argmax([vmax2[-1], v]) + indx2[-1] = [indx2[-1], i][imx] + vmax2[-1] = [vmax2[-1], v][imx] + end2[-1] = en + dur2[-1] = (en - start2[-1]).total_seconds() / 3600 # hours + + vare = pd.DataFrame( + index=indx2, + data=np.vstack((vmax2, dur2, start2, end2)).T, + columns=["max", "duration", "start", "end"], + ) + vare = vare[vare["duration"] >= mindur] + events = vare["max"].groupby(vare.index.year).agg("count") + + # ----- Event detection using gaps between exceedances ('gaps') ----- + elif eventopt == "gaps": + indx, vmax, dur, start, end = [], [], [], [], [] + + if len(vare) == 0: + print("No exceedances found.") + elif len(vare) == 1: + cluster = vare + indx.append(cluster.idxmax()) + vmax.append(cluster.loc[cluster.idxmax()]) + start.append(cluster.index[0]) + end.append(cluster.index[-1]) + dur.append( + (cluster.index[-1] - cluster.index[0]).total_seconds() / 3600 + ) # hours + else: + # Locate gap indices where gap > independence threshold + gap_indices = np.argwhere( + (vare.index[1:] - vare.index[:-1]) > pd.Timedelta(indep, "h") + ).flatten() + + if len(gap_indices) == 0: + # All exceedances are in one cluster + cluster = vare + indx.append(cluster.idxmax()) + vmax.append(cluster.loc[cluster.idxmax()]) + start.append(cluster.index[0]) + end.append(cluster.index[-1]) + dur.append( + (cluster.index[-1] - cluster.index[0]).total_seconds() / 3600 + ) # hours + else: + for i, gap_index in enumerate(gap_indices): + if i == 0: + cluster = vare.iloc[: gap_index + 1] + else: + cluster = vare.iloc[gap_indices[i - 1] + 1 : gap_index + 1] + + indx.append(cluster.idxmax()) + vmax.append(cluster.loc[cluster.idxmax()]) + start.append(cluster.index[0]) + end.append(cluster.index[-1]) + dur.append( + (cluster.index[-1] - cluster.index[0]).total_seconds() / 3600 + ) # hours + + indx = pd.Index(indx) + vare = pd.DataFrame( + index=indx, + data=np.vstack((vmax, dur, start, end)).T, + columns=["max", "duration", "start", "end"], + ) + vare = vare[vare["duration"] >= mindur] + events = vare["max"].groupby(vare.index.year).agg("count") + + # ----- Event detection using continuous threshold exceedance ('cont') ----- + elif eventopt == "cont": + istorm = np.insert( + np.where((vare.index[1:] - vare.index[:-1]) > pd.Timedelta(res, resunit))[ + 0 + ], + 0, + -1, + ) + + indx, vmax, dur, start, end = [], [], [], [], [] + for i, j in zip(istorm[:-1] + 1, istorm[1:]): + sub_var = vare[i : j + 1] + indx.append(sub_var.idxmax()) + vmax.append(sub_var.max()) + start.append(sub_var.index[0]) + end.append(sub_var.index[-1]) + dur.append(sub_var.count() * res) + + indx = pd.Index(indx) + vare = pd.DataFrame( + index=indx, + data=np.vstack((vmax, dur, start, end)).T, + columns=["max", "duration", "start", "end"], + ) + vare = vare[vare["duration"] >= mindur] + events = vare["max"].groupby(vare.index.year).agg("count") + + else: + raise ValueError("Invalid eventopt: choose 'exc', 'gaps', or 'cont'") + + return vare, events, varth diff --git a/methods/statistical_downscaling/ExtremeEventClassification/utils/refinement.py b/methods/statistical_downscaling/ExtremeEventClassification/utils/refinement.py new file mode 100644 index 00000000..bb8ad330 --- /dev/null +++ b/methods/statistical_downscaling/ExtremeEventClassification/utils/refinement.py @@ -0,0 +1,260 @@ +from typing import Any, List + +import numpy as np + + +def filter_clusters_by_removal_and_centroid( + merged_cluster_labels: List[List[int]], + hydrographs_list: List[np.ndarray], + md_reduced: Any, + threshold: float = 1.0, +) -> List[List[int]]: + """ + Filter clusters by removing unwanted indices and applying centroid threshold criteria. + + Parameters + ---------- + merged_cluster_labels : list of list of int + List of lists, where each sublist contains indices of a cluster. + hydrographs_list : list of np.ndarray + List of hydrograph series per station. + md_reduced : Any + Pandas DataFrame or Series containing original indices of data points. + threshold : float, optional + Minimum required max value in cluster centroid to keep it. Default is 1.0. + + Returns + ------- + list of list of int + Filtered cluster labels after removal and threshold filtering. + """ + + array_NTR = np.concatenate(hydrographs_list) + + labels_to_remove = [ + 64, + 65, + 197, + 171, + 170, + 111, + 258, + 252, + 104, + 84, + 267, + 278, + 123, + 56, + 79, + 59, + 305, + 224, + 11, + 72, + 208, + 244, + 309, + 286, + 282, + 142, + 235, + 127, + 233, + 307, + 14, + 185, + 263, + 228, + 88, + 108, + 300, + 95, + 239, + 159, + 85, + 223, + 124, + 241, + 168, + 94, + 156, + 52, + 181, + 77, + 152, + 120, + 270, + 162, + 274, + 187, + 245, + 251, + 198, + 163, + 100, + 238, + 86, + ] + + # Remove clusters listed in labels_to_remove + filtered_clusters_labels = [ + label + for index, label in enumerate(merged_cluster_labels) + if index not in labels_to_remove + ] + + # Compute centroids and filter by threshold + labels_max_threshold = [] + for cluster_indices in filtered_clusters_labels: + mapped_indices = [md_reduced.index[index] for index in cluster_indices] + cluster_data = array_NTR[mapped_indices] + centroid = np.median(cluster_data, axis=0) + if np.max(centroid) > threshold: + labels_max_threshold.append(cluster_indices) + + return labels_max_threshold + + +def manual_merge_step_one(filtered_clusters: List[List[int]]) -> List[List[int]]: + """ + Perform first manual merge step by combining specified cluster pairs. + + Parameters + ---------- + filtered_clusters : list of list of int + List of cluster labels to merge. + + Returns + ------- + list of list of int + Merged cluster labels after step one. + """ + + labels = filtered_clusters.copy() + + merge_map = [ + (75, 87), + (16, 64), + (47, 82), + (47, 72), + (21, 41), + (23, 50), + (26, 18), + (33, 60), + (55, 73), + (40, 79), + (20, 159), + (1, 120), + (35, 93), + (48, 156), + (12, 5), + (9, 87), + (9, 153), + (9, 165), + (61, 89), + (52, 74), + (59, 99), + (62, 102), + (63, 113), + (83, 162), + (94, 111), + (92, 121), + (100, 158), + (100, 71), + (106, 151), + (2, 128), + (98, 137), + (11, 157), + (15, 162), + ] + + for target, source in merge_map: + if source < len(labels) and target < len(labels): + labels[target].extend(labels[source]) + labels[source] = [] + + return [label for label in labels if label] + + +def manual_merge_step_two(filtered_clusters: List[List[int]]) -> List[List[int]]: + """ + Perform second manual merge step by combining specified cluster pairs. + + Parameters + ---------- + filtered_clusters : list of list of int + List of cluster labels to merge. + + Returns + ------- + list of list of int + Merged cluster labels after step two. + """ + + labels = filtered_clusters.copy() + + merge_map = [ + (65, 54), + (91, 105), + (26, 27), + (62, 18), + (3, 16), + (5, 31), + (29, 97), + (12, 52), + (11, 116), + (44, 45), + (44, 42), + (118, 134), + (118, 14), + (69, 2), + (69, 9), + (7, 24), + (7, 122), + ] + + for target, source in merge_map: + if source < len(labels) and target < len(labels): + labels[target].extend(labels[source]) + labels[source] = [] + + return [label for label in labels if label] + + +def manual_merge_step_three(filtered_clusters: List[List[int]]) -> List[List[int]]: + """ + Perform third manual merge step by combining specified cluster pairs. + + Parameters + ---------- + filtered_clusters : list of list of int + List of cluster labels to merge. + + Returns + ------- + list of list of int + Merged cluster labels after step three. + """ + + labels = filtered_clusters.copy() + + merge_map = [ + (75, 97), + (79, 84), + (2, 28), + (3, 103), + (17, 30), + (7, 22), + (4, 87), + (4, 16), + (38, 85), + (38, 55), + ] + + for target, source in merge_map: + if source < len(labels) and target < len(labels): + labels[target].extend(labels[source]) + labels[source] = [] + + return [label for label in labels if label] From c401c3c4b34f3f5cf642b52f7b54914b96efdb5b Mon Sep 17 00:00:00 2001 From: Javier Tausia Hoyal Date: Tue, 30 Sep 2025 16:05:56 +0200 Subject: [PATCH 05/31] [JTH] fully run notebook --- .../04_characterisation.ipynb | 16 ++++++++-------- 1 file changed, 8 insertions(+), 8 deletions(-) diff --git a/methods/statistical_downscaling/ExtremeEventClassification/04_characterisation.ipynb b/methods/statistical_downscaling/ExtremeEventClassification/04_characterisation.ipynb index 0d73082f..71ce96ae 100644 --- a/methods/statistical_downscaling/ExtremeEventClassification/04_characterisation.ipynb +++ b/methods/statistical_downscaling/ExtremeEventClassification/04_characterisation.ipynb @@ -519,7 +519,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 8, "id": "bec8f637-4dbb-4cca-9d48-83b2fc381e47", "metadata": {}, "outputs": [], @@ -542,7 +542,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 9, "id": "1515ae2c-7fe5-4a3f-8390-04826828f95c", "metadata": {}, "outputs": [ @@ -577,15 +577,15 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 10, "id": "48d18614-5440-4130-8059-7b4742ac752e", "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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"text/plain": [ - "

" + "
" ] }, "metadata": {}, @@ -613,7 +613,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 11, "id": "84f70f2f-56ce-4879-9f7f-c4e7ad49ccc3", "metadata": {}, "outputs": [], @@ -671,13 +671,13 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 12, "id": "31779ac4-d3f9-41d0-a6ed-9bc1e5d9000e", "metadata": {}, "outputs": [ { "data": { - "image/png": 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"text/plain": [ "
" ] From 52997fefd5599f8864f1567e96ef70affe14180b Mon Sep 17 00:00:00 2001 From: Javier Tausia Hoyal Date: Wed, 1 Oct 2025 09:09:42 +0200 Subject: [PATCH 06/31] [JTH] notebooks run with every tiodal gauge --- .../01_GESLA_extract_variables.ipynb | 255 +- .../03_event_types.ipynb | 49520 ++++++++++++++-- .../04_characterisation.ipynb | 29 - 3 files changed, 45484 insertions(+), 4320 deletions(-) diff --git a/methods/statistical_downscaling/ExtremeEventClassification/01_GESLA_extract_variables.ipynb b/methods/statistical_downscaling/ExtremeEventClassification/01_GESLA_extract_variables.ipynb index 59e074e3..8c93d00a 100644 --- a/methods/statistical_downscaling/ExtremeEventClassification/01_GESLA_extract_variables.ipynb +++ b/methods/statistical_downscaling/ExtremeEventClassification/01_GESLA_extract_variables.ipynb @@ -229,10 +229,47 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 19, "id": "08b1f81f-6180-4d38-a010-2e695d8cdde8", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "[[],\n", + " [],\n", + " [],\n", + " [],\n", + " [],\n", + " [],\n", + " [],\n", + " [23055],\n", + " [],\n", + " [],\n", + " [1658685],\n", + " [1763118],\n", + " [1317687,\n", + " 1317688,\n", + " 1317689,\n", + " 1740152,\n", + " 1740153,\n", + " 1740154,\n", + " 1740155,\n", + " 2312054,\n", + " 2312055,\n", + " 2312056,\n", + " 2312063,\n", + " 2312064],\n", + " [1553726, 1553727, 1553728],\n", + " [],\n", + " []]" + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "from utils.GESLA_extract_variables import detect_outliers_window\n", "\n", @@ -253,7 +290,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 20, "id": "6ac3578b-fbef-42ad-a699-677fcd252923", "metadata": {}, "outputs": [], @@ -279,7 +316,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 21, "id": "232bb188-6bca-471b-a3d2-67c941477080", "metadata": {}, "outputs": [ @@ -287,6 +324,34 @@ "name": "stdout", "output_type": "stream", "text": [ + "solve: matrix prep ... solution ... done.\n", + "prep/calcs ... done.\n", + "solve: matrix prep ... solution ... done.\n", + "prep/calcs ... done.\n", + "solve: matrix prep ... solution ... done.\n", + "prep/calcs ... done.\n", + "solve: matrix prep ... solution ... done.\n", + "prep/calcs ... done.\n", + "solve: matrix prep ... solution ... done.\n", + "prep/calcs ... done.\n", + "solve: matrix prep ... solution ... done.\n", + "prep/calcs ... done.\n", + "solve: matrix prep ... solution ... done.\n", + "prep/calcs ... done.\n", + "solve: matrix prep ... solution ... done.\n", + "prep/calcs ... done.\n", + "solve: matrix prep ... solution ... done.\n", + "prep/calcs ... done.\n", + "solve: matrix prep ... solution ... done.\n", + "prep/calcs ... done.\n", + "solve: matrix prep ... solution ... done.\n", + "prep/calcs ... done.\n", + "solve: matrix prep ... solution ... done.\n", + "prep/calcs ... done.\n", + "solve: matrix prep ... solution ... done.\n", + "prep/calcs ... done.\n", + "solve: matrix prep ... solution ... done.\n", + "prep/calcs ... done.\n", "solve: matrix prep ... solution ... done.\n", "prep/calcs ... done.\n", "solve: matrix prep ... solution ... done.\n", @@ -325,7 +390,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 22, "id": "2a85feb1-1ca5-4653-81df-245abcd2435b", "metadata": {}, "outputs": [ @@ -346,7 +411,7 @@ " )" ] }, - "execution_count": 7, + "execution_count": 22, "metadata": {}, "output_type": "execute_result" } @@ -369,7 +434,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 23, "id": "6f4bb951-c81c-4746-bbf6-9b36bd180e11", "metadata": {}, "outputs": [ @@ -399,10 +464,178 @@ " 2018-09-07 23:30:00 0.211819\n", " 2018-09-07 23:40:00 0.225941\n", " 2018-09-07 23:50:00 0.236978\n", - " Length: 1716065, dtype: float64]" + " Length: 1716065, dtype: float64,\n", + " 1978-12-29 08:00:00 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"execution_count": 9, + "execution_count": 23, "metadata": {}, "output_type": "execute_result" } @@ -437,7 +670,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 24, "id": "f1a1a3d2-e007-4ec7-9601-0d1b353387b5", "metadata": {}, "outputs": [], @@ -467,7 +700,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 25, "id": "6ef2748a-37d1-4bbd-87ee-504cc7c53fe9", "metadata": {}, "outputs": [], diff --git a/methods/statistical_downscaling/ExtremeEventClassification/03_event_types.ipynb b/methods/statistical_downscaling/ExtremeEventClassification/03_event_types.ipynb index bedb6346..ef3c177b 100644 --- a/methods/statistical_downscaling/ExtremeEventClassification/03_event_types.ipynb +++ b/methods/statistical_downscaling/ExtremeEventClassification/03_event_types.ipynb @@ -50,7 +50,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 16, "id": "c29a745a-a5e1-4add-bc4a-cb51c3f193e6", "metadata": {}, "outputs": [ @@ -201,7 +201,7 @@ "15 Cadzand 3.376275 51.379296" ] }, - "execution_count": 2, + "execution_count": 16, "metadata": {}, "output_type": "execute_result" } @@ -216,7 +216,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 17, "id": "aac66cbf", "metadata": {}, "outputs": [], @@ -228,7 +228,7 @@ "\n", "# Load non-tidal residual data per station in a list\n", "NTR = []\n", - "for i in range(2): # len(stations)\n", + "for i in range(len(stations)):\n", " ntr_element = pd.read_pickle(f\"inputs/NTR/ntr_{i}.pkl\")\n", " # Append loaded data to lists\n", " NTR.append(ntr_element)\n", @@ -236,12 +236,12 @@ "# Load POT events for each station (lists) using 70th percentile\n", "with open(\"outputs/extremes_NTR.pkl\", \"rb\") as f:\n", " # TODO: Check if this is correct to set extremes_NTR as a global variable\n", - " globals()[\"extremes_NTR\"] = pickle.load(f)[:2]" + " globals()[\"extremes_NTR\"] = pickle.load(f)" ] }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 18, "id": "a78c5a7f-dc87-4e9f-a07e-59e5d8184980", "metadata": {}, "outputs": [ @@ -292,7 +292,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 19, "id": "4754b977-4d66-41c7-a750-e1577ace56b7", "metadata": {}, "outputs": [], @@ -309,7 +309,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 20, "id": "1b6a9863-4612-46b7-b588-7a6cc61b4157", "metadata": {}, "outputs": [], @@ -359,7 +359,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 21, "id": "8c257be3-9c1e-4e4f-a647-31a59e2dae6e", "metadata": {}, "outputs": [ @@ -844,37 +844,38 @@ " filter: drop-shadow(1px 1px 5px var(--xr-font-color2));\n", " stroke-width: 0.8px;\n", "}\n", - "
<xarray.Dataset> Size: 13MB\n",
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+       "
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        "Coordinates:\n",
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        "Data variables:\n",
-       "    features   (events, timesteps) float64 13MB 0.005455 0.00296 ... -0.8829
" ], "text/plain": [ - " Size: 13MB\n", - "Dimensions: (events: 4949, timesteps: 337)\n", + " Size: 413MB\n", + "Dimensions: (events: 45843, timesteps: 1126)\n", "Coordinates:\n", - " * events (events) int64 40kB 0 1 2 3 4 5 ... 4943 4944 4945 4946 4947 4948\n", - " * timesteps (timesteps) int64 3kB 0 1 2 3 4 5 6 ... 331 332 333 334 335 336\n", + " * events (events) int64 367kB 0 1 2 3 4 ... 45838 45839 45840 45841 45842\n", + " * timesteps (timesteps) int64 9kB 0 1 2 3 4 5 ... 1121 1122 1123 1124 1125\n", "Data variables:\n", - " features (events, timesteps) float64 13MB 0.005455 0.00296 ... -0.8829" + " features (events, timesteps) float64 413MB 0.003502 0.002947 ... -1.074" ] }, - "execution_count": 7, + "execution_count": 21, "metadata": {}, "output_type": "execute_result" } @@ -894,7 +895,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 22, "id": "47d0e15a", "metadata": {}, "outputs": [ @@ -902,7 +903,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "2025-09-30 15:33:55,712 - PCA - WARNING - Using 337 out of 337 available variables \n", + "2025-10-01 08:13:56,650 - PCA - WARNING - Using 1126 out of 1126 available variables \n", "If this is originated by using few times, please check 'nan_threshold_to_drop' parameter in fit method\n" ] }, @@ -1387,55 +1388,60 @@ " filter: drop-shadow(1px 1px 5px var(--xr-font-color2));\n", " stroke-width: 0.8px;\n", "}\n", - "
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    • " ], "text/plain": [ - " Size: 3MB\n", - "Dimensions: (events: 4949, n_component: 63)\n", + " Size: 32MB\n", + "Dimensions: (events: 45843, n_component: 85)\n", "Coordinates:\n", - " * events (events) int64 40kB 0 1 2 3 4 5 ... 4944 4945 4946 4947 4948\n", - " * n_component (n_component) int64 504B 0 1 2 3 4 5 6 ... 56 57 58 59 60 61 62\n", + " * events (events) int64 367kB 0 1 2 3 4 ... 45839 45840 45841 45842\n", + " * n_component (n_component) int64 680B 0 1 2 3 4 5 6 ... 78 79 80 81 82 83 84\n", "Data variables:\n", - " PCs (events, n_component) float64 2MB -1.817 5.173 ... -0.1042\n", - " stds (n_component) float64 504B 10.76 7.272 5.74 ... 0.3746 0.3662" + " PCs (events, n_component) float64 31MB -0.7998 9.813 ... -0.04522\n", + " stds (n_component) float64 680B 19.43 13.05 10.53 ... 0.5757 0.5608" ] }, - "execution_count": 9, + "execution_count": 22, "metadata": {}, "output_type": "execute_result" } @@ -1458,13 +1464,13 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 23, "id": "4caa97dd", "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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FR4QQ4kXSc4tQXErpKghxJQqOiFXUO8gSDfrgR/ONuUfyvXy0/HgLes/eJXdRCKnUKDgihDjl5SVH0WPWThSVesZossocpm0+exuAYcZzQojrUHBEiIfw1hxKa0+l4MrdPOy9lC53UQghMti1axf69++PuLg4NE0IxbYNa+UuktMoOCLEze7lFSP5Xr7cxZCelwZ3hBDn5OXloWnTpvjmm2/kLopkKM8RcTmaPsRUi482AwAOvtMdUYE+MpemcriXVyx3EQiRHssCJc7dSDFl72dYJVAsoj5E7Se4Ortv377o27evI8XzWBQcEZfj/r68ITbacDoVfxxOxuePN0WYv8bkNSmbvs6l5DgVHOn1LApLdfDTVI2fsa1j58fdV9xWDkKkUFSig4JhoFbZCFhK8oFP4pzaTmNH3/j2LUDj79S2vRk1q3mZH3ZdxvCfDnpM59fKaPSvR7DtvzR8uv4/uYti05M/7EOD9zciLbtQ7qLITkej5YgXKdXpcf52Ds6lZstdFGJF1bjlrEQ+WWe4YK8+dhNPtq4uc2kqt3QPb6o5dC0DALDhTCqeaZco2Xqp6ZMQ1xKcp0rtZ6jBccKpm1kAAK1KibrRAcLfqPZzarvejoIjL0WTcBJCiGsk38vHxjOpGNK2urzN1gzjdNMWqy4x/F+lrNLNZGJRcEQIIV7CW9M9eJteX+5CQYkOSffyMfXRRnIXh8iAgiNCSKVC8QNxVkGJoWZ+32XK3SVEbm4uLl26ZHx8M/k6/jtzCiH6Gqhe3Tu7f1BwRAghhBCHHT58GN26dTM+/nzqOwCA4cOHY9GiRTKVyjkUHBGrqGOuu3l5nQcdL4RUSV27dgVbdsE4eSPT+HyT+BB5CiQBGspPKh3ql0EIIebo7kUMCo6IW1FtlHWOBnVV5TutKp+TECI/Co68lDddJxiqyiGkyinVCczlQ4gHouCIuBXrVWGdJQrzCLFvyt9n0HjKJtzIqIQTLJMqgYIjQgjxEt4SnC/aew0FJTr8sEv4nHe3swux5MB15BeXurBkxJ1K9d5be0ij1QghhMhu0Ly9uJFRgNM3szF9oMPTpRIPcvZWNurHBEFja3JdD+V9JSZERt7dKChMVfiMxPPcyCgAAGz777bMJSFSyi4skbsIDqHgiBBS5aVmFUKnr9phYalOj7O3so35agipyig4IoRUaTsv3MED07di1M+H5S6KrF778wQe+no35u28LHdRiAtQyCsOBUfEreimtIJUd+iecqcvyUhEvR5Y+SLw79fOr0ugn/ZcBQBs+y/Nbdv0RH8dvwUAmLedgiMizvTp09G6dWsEBgaia7M6mPDcUFy7fFHuYjmFgiMv5SHXQyIhbxmJ5FJXdwAnlwGb37N4SWjwVdWbx4iHY1mArVwj8nbu3ImXX34Z+/fvx/dLV6JUV4rRQwciPz9P7qI5jEarEau8PScR8ULFzp9M3151Ck+0TpCgMJ6HEqpWAncvwq8kD76IQwG0cpdGEhs2bDD+WxecialffItuzerg3MnjqB3XQ8aSOY6CI+Jyp25kyV0EUslxQ4ZSqjnyakxlr0MtMdwAhDE5uMnaDo5YlkVBaYFTmyvUGd6vhwL5JcIv+b4qX4eD8dzsbABAUEioQ+/3BBQcVVF6PYsbGQWoHu7nuo3k3wPuXsArvzv34/Yklfy0bUBttkQidCg5p6C0AG2XtpVl2weGHICfWvz1gWVZfD71HTRv/QDq1G/ggpK5B/U5qqJe+/MEOs/cjmUHk1y3kTktgJ9644HSg8an6GRJPA0dkoRIZ/q7b+Dif2fw6bfz5S6KU6jmqIpadewmAODrrRcxuE1112ykIAMA0F53CEvRyDXbIISQSspX5YsDQw44tY7TtwzdGjRKBepGB4ratljjxo3Djs3r8dPydYiOrSb6/Z6EgiNSKXjKcHbifapEUynxSgzDONS0xeWjLAYAaFQKp9dlDcuyGDduHFatWoUff/8b8dVrGF/z1t8XBUekUqjKOWooLCSEyOnll1/G0qVL8ddff0HnH4C7aYYpYAICg4AQ8TVQnoCCI2LC1TUwrkoPcPZWtkvWWxVRsFW1ybL/vXj2dgLMmzcPANC1a1eT56d+8S3GvPCcDCVyHgVHXspVJ7Ad5++4aM2EOMdVcbs3BYOVMs1RXjowty0+VDXDB6UjK+dnrOS4N9Unb2TKVxAJ0Wg1YmLnBQqOypmcpPPvAXodTlDOJquo2xdxyKEfgbw7GK7aLHdJCDGi4IhUOlIlkTNe7O9cAD6rCfzUW5L1WuNpd8wsy+JoUgayCkrkLopHySkqxc3MypO7Swo6PYsbGflyF4MQyVBwRLzGf6nZ+GjNWWTkFbt3wyeXGf5/45B7tyuzjWduY+Dcvegze5fcRfEo760+jQ4ztlGAxPHSr0fQ8dPtWHcqxeR5moKIeCuvCo527dqF/v37Iy4uDgzDYPXq1SavsyyLKVOmIC4uDr6+vujatSvOnDljskxRURHGjRuHiIgI+Pv745FHHsGNGzfc+Cm8h6c1k/SZvRsL9lzFu6tPy12UKmH9acOFLiWrUOaSeKbD1+5Jur6UrAKsOHIDxaXe1zl501nD6KQfdl2RuSSESMOrgqO8vDw0bdoU33zzDe/rn332GWbNmoVvvvkGhw4dQkxMDHr27ImcnBzjMhMmTMCqVauwbNky7NmzB7m5uXj44Yeh0+nc9TE805lVwNx2iCi4JndJeGXlVzTtnLlVOfv9VPo5pYhNvb/chdf+PIHvdl6WuyjEDsqr5tmk2D9eFRz17dsXH3/8MQYOHGjxGsuymD17Nt555x0MHDgQjRo1wuLFi5Gfn4+lS5cCALKysrBgwQJ88cUX6NGjB5o3b45ff/0Vp06dwpYtW9z9cWxaedQ9tVnGQ+jPEUDaWQy8PlXwe4Xf4VYcqKdvZqGwRHwgOnDevwK3UPVUlfP0jYwCdPt8B/69dFfQ8jczC0yCak+XXVgKQPigiD8OJ2N7Jczv5cm3CGq1GgCQn0/9qzxZ+f4p31+OqDRD+a9evYrU1FT06tXL+JxWq0WXLl2wd+9evPjiizhy5AhKSkpMlomLi0OjRo2wd+9e9O7N3+G2qKgIRUVFxsfZ2a7PqTPxjxMY2CLe5dsxp9EJ+9FPWn4Cfxy+gV1vdBM1ee2bK05hxdGb+OPFdqLKdflOnqjliXfYcDoVaTmFeKZdoqDlr97Nw9D5B3BtRj+U6PTYc+kuWtWwnPn7Tk4ROszYBgC4NqOflEWWFTdwmLT8JIDK9fmk9u+lu/hm2yV8MrAxakb4O70+pVKJkJAQpKUZglI/Pz/xM9eXGu5milkdWLYYhYWubbZmSw19NPWswuXb4m6vXHGRAoUq99zBsSyL/Px8pKWlISQkBEql0uF1VZrgKDU1FQAQHR1t8nx0dDSuX79uXEaj0SA0NNRimfL385k+fTo+/PBDiUsskq4EUFZEwa6q1hW61j8OG2q2fvr3KqY80lDUNg5elbavhreqIhU+No3+9QgAoF2tcNQRMe8TAMzecgGHd6zBDP8lqFZnMoCKi9/ZFEoK6gnkrtUcOt8wL9nYpUexdnwnSdYZExMDAMYASbRMQ81gLnKRyeZBU+DaDNJpGYaBAyoFAybXx6Xb4m6vXLGfGpla94YaISEhxv3kqEoTHJUzj+JZlrUb2dtbZvLkyZg4caLxcXZ2NhISEpwrqBi7Pge2fQQ8u9F92yRVnjsvbOl5xagj8j1/Hr6Bg9qPgFKg+n8v4X38zLtc58+245l2NfB8p1rOF7QKkLs/zS0XDAC4k1NkfyGBGIZBbGwsoqKiUFLiQLPtN48DAP4ubYevdIOw9bWukpWNz/MrdwAAYoJ9sOT5+126Le72yo3vXgeP1nffJLRqtdqpGqNylSY4Ko8SU1NTERsba3w+LS3NWJsUExOD4uJiZGRkmNQepaWloX379lbXrdVqodVqXVRyAbZ9ZPj/2tcBTJavHBI6n5oDhoGoWaLFunA7BwoGqB3lum3I5Z670xl4OCVbavW1pHv5+HjtOQqOvMitzALEecCcXLbCRKVS6dhFODcZAFBcWhc3S3Xw8XFtbc7NHEMfT4Va7/JtcbdXrhgqt2xXal7VIduWmjVrIiYmBps3V2RZLS4uxs6dO42BT8uWLaFWq02WSUlJwenTp20GR0R6vWfvQq8vd6Go1LlRgtben19cil5f7kKPWbtQonPd0Oj84lKsOXkLOYXi7yB3OjFVy/e7XDeiydGKA7mbUEjlcTQpQ+4ikCrOq4Kj3NxcHD9+HMePHwdg6IR9/PhxJCUlgWEYTJgwAZ988glWrVqF06dPY8SIEfDz88OQIUMAAMHBwXjuuefw2muvYevWrTh27BiefvppNG7cGD169JDxk1Vutho1C0scD1wW/nsV9d7dgC1lOVa4MjmjlIpcmDdm0vKTGLv0GMb9dkz0exftvWbyWEy/Tp3O9ZGIp2XsJsTd3PETOCRxviwiDa8Kjg4fPozmzZujefPmAICJEyeiefPmeP/99wEAkyZNwoQJEzBmzBi0atUKN2/exKZNmxAYWNGs8uWXX2LAgAF44okn0KFDB/j5+eGff/6RpI2SuEd5WPDhP2cBAK/+fty1tRY2Vr7mpCFRopwT9lbWCps/Dic7/N75uykZoSeorMemlB7/bp/cRSA8vKrPUdeuXW12FmQYBlOmTMGUKVOsLuPj44M5c+Zgzpw5LighIZWHPM1kFffqk5afRIvqlsP0y9kq3u6LwnIheZvvdnp20Ee1jaSy8Kqao6pOL9F9WFqOe6eD8Pq7Rzrju5Hp0XI3V7pRRpWBO+ZzyyvW4cEvdmDZwSSXb4u4D/UJFIeCIy+SmW99RI4Yk1ecMv7b/AfDcC5OUv2WGBnCI51e/DazC0uQlG6aBDOnsIQu0B5KquHZcg9d90RX7uThrZWn7C/oIlLvEtrDRCyvalar6nQSnTGu3hWXbfrQtXu4m1OEvo1j7S/sAn8dvylq+RVHb6DYgRFqLaZuRqlZUNVj1k4My0/GWPqleJTcImluFAghruWt9e5Uc0Tsevy7fXhpyVFcuZMry/ZfWXZc1PL/peZgmwNzTpkHRgBwO9tzao08sYZDrjJN+fuMLNuVVN5dIMcyM7+3Xkwqo4tpuag5eS2WHLgud1GIm1FwRARLcUHm2jf+PIG5Oy5Jvt7r6ZVrYsiCYh26fb4Dk5afkLsoJjaesUyj4A5CJ2cVQsjcWJIHgSwLzLwP+KIeUEzzBnoylgXeWXVa7mIQN6PgiFj13urTKCh2LkmjPZvO3sZnG86Les/19HyLZhXWRq+CQ1fvIc8NzTAD5/6Li7dzXLLujaeScS093zinnadYfzpF4jV6Zr2JlMEYAIDlNPtm3zJ9SdotEUIcQMFRFcSa/Nv2qXgpZ8TK2VvZSL7nGTUyC/dcFbzsyEWHMKRsAkop9f1qt8njo0mZxolUJbXtY/Rf2xp1GP7AyFOa26Qphfs/i5Dvb+s5BycZJaSKe3e1d9a6UXDkRVgZ7qoLSypqjqatO4dOn213exn4FJTYq9EyveCdSM6UvAzneGZ+z8h3YCJKe3bNhFJfjEmq36VfNyESMj9DCYvbLc9rnhHuVy4lOj0+33ieMnILRMER8Xos+E7C0gWS7kpF4JkNSu4h9rN7SGWZJF745TA2nrHsmO2NhPTfslSJdqYHu51dhG+2X6KM3AJRcFQFiTl9LTab/8tbyJW38V5escPvvZVV6PI+XkLYa2p1p8oUBFlzOS0HL/5S0RxblYNkQjwFBUdeynUXDdMVp0mRaK8KXOCk8uyiQ3IXwYh2mytRCOROVSHIJtKi4MirSHNCNT9P7Lucbv1FB+2/UrFOOfpKeat9nO+tajI9Vi65IbeWY01BxBpu5nJK1km8FQVHXoR1wUmcZYGnftwv+XoH/1CxTlf02TH/Kr7dLn2upPJteGJwV1Wu5+/ZGOkSBGkCJ08Z7VfOWJqbR4Ak6UdZupqe833qHfxuPW2fuEIV+Ql7LQqOiImcQulHW+UWub4fjXl2azrx2PfX8Zt49Nt/cUvEZKalOj36z9mDCcuOuahUQi+KLE76vOCaIpxZBczvAWTKOPGqrgT48UHgp15AYZZ85SCkiqLgiFRKnlSzkppV6JYklGK9suw4TiRnWp2Kg+8rPHj1Hk7dzMLq47d4Xq0k/hwB3DgErH3N+BRfJ/Ut59JcN2BBx+nYX5Dhmm1UISzL4o0/T2D+7ityF4V4CQqOiEfafj4NA+f+i8syzecmlZSsAjwwfSsafrARr/95QlBzwZ+HkzF93Tmry+44nyYgz5NwecX8gRvf1it/YwdHoWUeK65/TtzCB3+fwemb0tbseFBc7zwXHjAbz6RigcBksOl5xfjzyA18vPac6wpEKhWaa7wK4p58JRmN5oRXlCuQxEYB6Gfy/MiFhlFbY5fyN98wbriESNHt4eDVioRry4/cwPOdatp9zxvLTwIAutWPwgO1wi1eH7GQf0TbmpO3cCI5E5P73g+FwgXfz50LiD/1G/zQCPnwkX79ALwxNLiT6zmTE3sCd+3B8vQHbWuGoVG1YDdtlVQVFBxVQZ5y99+UuYRX1SvKHs3gXSYznz9v0HEXZLx2h5JS4d9+VoF5/y/b7y0PJFvWCEOfRjFii2ZTem4Rwr9tjRoA3lL1xPulI3EsKcOkr5d7O9G6/hKcml2Is//dxoP1o12+rcrCIkO2oLONc/uSglPiCtSs5lW84646KV3Y/GuhjONNZo4GR38cSkbHT7fhUpprJoiVw66Ld00ep+dJf7Fo+fEW47+bKQwjAx+buxdrT0oz8WxWQQmm/H0GV+8KnaHeuUDs2t08ZNmZ6iU5Ix/PLjrs1HbKXUrLwcyN/9ndplzScgpdst4qMOiMVFJUc1TF6PSsiAuQYzrPdO/8a3w1Ftaa3SatMDRZTVp+EivHdBC0fndNH+KoXRfumOaq8kLT1p3D9fR8pCjO4XuNa7d1PT0PXT/fAQC4NqOf7YUBTPz9OG47GTz0mLULAJB0rwBznmpu8ponHF+lOgnLwPnpORocUVBF5EY1R17uRkY+jlwXPpHgdzsvu7A00rNWV8Z9Po9nyg1703iYD/33dmKOAaGuORhEf/jPGfT+cpeoqVCuC6xtLHc3V9g0Lf4owAzVD+ikOGl87tA1YaO/yvNbrTx2E/9ekib4dGgCZC+LFLg3JsKa1Vz0+XSlqM3ccN36SaVGwZGXmrbuHHR6Fh0/3Y5B8/YZZ4i31+/j533X3FA6N7DTwlis0zu9CWv9ndzlxV+OuCTosaf8EDrl4Cishf9ew/nbOfj7xE0JS+WYcarVGKzagV80/H3azDkzN560vKMJ3aP9ORxbtJPwlHKb8SkVSmUNNkskOC8R96DgyItxLz6nbmThbm4RHpi+FdPXOz5c1RWnZGvNBtYyT68/JU0/Fnsu3s7B9XRrtSMsDl+XP7+MIzNov7f6NP454bo8REIzhjtSOSf1ZSueuWPz9cz8YhSXVlywWny0WeISSOPzjefx6Dd75C6GSziaRdvI2tv/WwMAeF65DgDggyIc0o4BFtlvSnWVX/dfl23bRBwKjryI+UUpNcu04+383VdxO7sI3+/07kRnLy05an8hB86nOs7VOqewFD2/3IUuM3dY1LY9q1yPA9qXkciklG1KXMjoaHMUH0cCDD0LjPtNeAZr8/5ZXtaK45RmUzfjwFX3186J9c32Szhxo3Jmyl4n0c1QXlEppvx9xiR9BtcDinOGQSDX/5Vke464cse1/T2JdCg48iJFpbarZIW17xs0YK5hmmoBIpHpUFl6KI7gU9UPUOmLUFCss1ED4zkaT9lo/PftbEMH24mqP4DfBgP6iv4x76t/QTSTifdVv4hafxAM30HXzysCLqF9Y0jVZR56H76egaELKuYm/Puk9LWA9/KKMWbJEWw/nyb5urmEBNoXb1uOWhVzLiv/Ar/aehGL9l7DE9+Lr211pa+2XMSH//BnoSeei4IjL2LeH2Ll0RvGf286myqqxmid9m0MVW3FF+p5DpVlvuYLPKnagbZpf6DHrJ3oMnOHY51N3Sifp4PweNVqMBc2AJctR9gpRJygX1P9gZM+o9Bfsdf43I2MfHy05qxjha2i3NHTRmg+JjknHD5yPdP475kbz0u+/k/WncO6U6nGZKtSYRj5pu7x1FqZL7dcwMJ/r1nUKDtTQZt9aj3ufNMLRXe8a4CNN6HgyMNtOG29yvliWsUd15Zzjt0B1lMkC1qOgR7z1TMxWbXE5PnAkru4WTZx6frTqaK2zT05iE4gKPUJWOdcbqBxqtUAgCnqxcbndpvlH5Jbcakez/x0EHN3XHLJ+ufvuYrke+JGndkSgSy8qfoNNRhxxxVXZWghdEWskZrlmrxG5k20UgyMqCxsfRcFxTqUiviuglYMRuTdA0hbPEKCkhE+FBx5uNG/VvS/cceJ3lrn6TbMefRQHsOLqrUu2W7raVtw+Jr0fT8SmNtYpXkfvRUHJV+3o9QhB6CNWgexe9TZfDh/n7iFXRfu4LMNztVEWCvFwav30Per3ZKte7b6G7yk+gerNe87tc5yxaV6k87XnszVtVbuqt3Zcd52h3jA9Z+1fP3Obufq3TzkFLomief9729Aj1k7xb8xz7NuwCoTCo6IIGqGf3LS3ELD8wz0CCy67fAUEndzi/E/npFZjJWzeE6hsFnuP1X9iOaKS/heM9vkefNiXnHjBLc+saugCd8FhY+wWjshhNx0SjlZrTW5RRX7xdmO3a0UFwA4l0mdq+6761H33fW4IrDDfFvFf/hM9b0k23ZGMPLgLXVgB6/dQ1q2m6fz4PlqpKzBLNft8x1oM22rU+uw1ZfqmshcX8S1KDjyYClZBSaPXXGH5ewakzMMP+iv1N/i5eOP4Py2n50vlISCGWEXwunr/7N4rrymxlUZjBlloWQn8S+3XHD4vXsu3cWif4XNbl4ZzNshvJ/GE6qdCEO2C0tj//j6R/suvlJ/69IySMmZVCLlxAbWLMtiy7nbxsf/+26vjaUd544bDADAntnA/J5Akftu2ogpCo482NR/PLMzL1++lUeUhlqfqOPCT+JCgj17I/Q8ldCTe6fP3DvVijVTXHCsnU2Rf+i5FDcUSjh2DJbq9KL6kdjyqFLai721Glkp8A18cLVNZ2+bPL7NU3slNN6ynPBZBls+AG4cBA4vsLmYd9QneicKjjwYt4nCk7gz38pdN864XZdJRk+FNBONOp3YzqMJu7D+uj/JRWuWThvmHNoppB9mrdOzaD9jG9rP2GaSX6tc5T4+xHG6ZpZxfCJqPseS5E/+alTq5iZKYkQTz1Zx5icmT5gEUy6btG9Kti4hHVGJba7uqKtBCf7QfgQAaFi4AHnwlWzd9/KKkZZjuLDJPQ0NH0+fnGTXhTu4mJaL13vVg1LhXGndmZKBZVmX1soR96HgqJJ4TrkOzRSX8ErJWOhlrBDk65BdFQOubCujWv46zp1vzPNOoi2YC+hfcAXQt3fZNliWxctLjyI6yMfyNZdt1ZIWFfsoAAWSBkdiyPH7ML9+S3k9L1/VNNUCJDKpgL4PoFCKWsfq44bElzXD/fFE6wRDO3XeHSAgyuFyuTpIupdXjIe/3o3+zeIwue/9AIClB0xrT81THRDPRc1qXsTWj/s99a/or9yPnoojbiyRJTEZoW19HlXgafjVmgWF1vEcN7YIuRgwYOGDIrys+luy7c7f49kdn1dqp2Bk4c/Aid9cto2zKdlYdyoVC/+95rJtuEN15jbeV/0MbZ575gJ01PX0PGz/z7WZsPkMVW1FB+UZINnxNBo3ygZ8YNtHwOd1gEPzLReSOLZ0tOZn/u4ruJVVaJKM9+1Vp0yWEZX5WxAKtlyFgiMvIuRn5QvXtFEL/Unz9a9whG/8r1Bq0+BTbYn9hR0g9JTyuNKB3COQL0uwZO5edNmqS3XuqymRpraAv7x/aKbiWdUGNN71ogTbcJ0uM3dg5KJD2H8l3fic1Icno06HOvRfgOGpMWUl6KC9+wvD/9dN4t++81twmr2j2hPKSISj4MiDmU8X4hqe3eTFKKx/B2qUojFzBYyDo4mE4Da9COHqJpJYpONt1RK7s827krv6cMg5fYcQMYyh425gpuXQdelrCJzHnd5H6n4x/vd9AZ+Yf6CN3Gz3xoBlWYfzoVldp4BlhiiF5Sjy7KPOM3lLclUxKDjyYGduSZ9fJUKfji/UcyVfrxy+Vs/BP9p38ZJSfLOX51267GMA/KT5DC+o1uJX9SdyF8clKuOFyVM76PqgCFL9EhjGcHFU+l216FeTz8kNxLIshs4/gMfm7oW+rJbZ9RmyDfoqhc0j56G7i5cn3EBMXnkKdd9dj8tuTKTrDhQceTh/FNhfiMPeqW6Kbg4GKS3zFElFTM2Js6fl8pPdKNU6J9ckPUEdLx34Au4vmwsvUXHbzpLAx2vOotBdSevcpDpzG2+pliISzg+3lrKW79SNLLz+5wnczhY/Z5kcl7fw0tv4z2ckFqo/k37lZh/oGueiWVCiw97L6TienIkbGeLObcQz/XbQ0On8BxETn3sDGq3m4b5Rfy3p+mqwN+0vxMPaCdwT7lxssVY+dySqkzuVzfw9V+GvVeHVnnVlKwPLssgr1iFAK+xUY+8r+1PzIaKZTLRUCMsILnQXOHsc9y9LjJqSVYAlzz9gdTmp+uSZyy8uxYd/n0XfxjHoWs/+iK6OuRsBAN2UJ3A0KQOxwZYjB13NXg1NIpMCla6agBV5Ro2jJ5TB3Ywd5ishqjnycN2UJ4z/duoEbuVK7Wk/6MpS0+EpVfPX0oVNnyKGmMv7+GXH0eiDjThzS3ziUL7tRDOZAIDWAoMjd7ucZvv7vplZgCl/n5H0+Dh07R5GLjyE3w8nY8RC601H1vbblL+lTYJ58KrpBNLnb+fg0w3/ifptN2EuY4f2NYw89j+zV3g+hdSj1YSeFQ/+CKyZKOgu6CHFfgSftJ3t2hvN4Jl2qbKg4KiS4Q2g8tKBr5oC2z52f4EgLqjr/oX56DBv7B0E7L+SjrQccU0sGpRACeeCQ18UYrXmPYxXrjR5Xq9nseei+ztx/3PCkK/mpz3X3L5tqTgUx9g4bBftveZgSfg9/t0+HDALSOxzX/T++6FkzNtxGQtEpLHoU9ZkHljs/DHrstrtda8bpve4an9E61zN14j69wOEF1x3fHv/fg1sn27ylPlhlnwvH49/txebzrgmBYo5V9WEegIKjiqp4lI9Fv17FW2mbcHFv2YAmdeBXTMdDjVc8RPgO2ndzKwc/RB+O5iM2VsuAmChjf4b6mC+O/qKz69GKQ5rR2OXdgKc+bafVO5AM8VlTFQvN3l+yYHr2HjGfj8lo39nO1UOW4TWmjAAchj5U4hWZ4R/b3yfzUMqEU24rmbT+t6y1mFXij0s5TEi+rspyhG8qJ+OvwY1GvfwlmopkHGN/426UmDze8DOGUCW9a4Rk5afxKFrGXjhF/fnu/OU2nKpUHDkRcTcAb254iSm/HMWdwpu4630AzijUQt6n1zHt7M1Js5y1SVY6X8RmrC98IlbYXO5r9VzEMQUoBqTbnM5ezRmqQdYFlh2MAnv/WXadJKaZb9WqxnDP3t9C8UlbNNMRCfFSYfKWGKW58gXhXhE8S+CYHrxPOyjRvvEBHwUHoq6TLLo7UiV4mGJRvqRgUc583cxYKHQ3AYUlXMeLfnDW9uy8kuQ+NZaTPzjOADHz4HOBAc/aGZhtGoNsLi/5YuHFgCb3ql4XGr9t5tRNlVNPHMHOL0S0Dv4G2BZYNVLwI4Zjr2/EqDgqNIx/EJXHTPcXfhUW4YLQRkYXC3W5PWKpV1/4hKyjYvaZ/CMcqND6/fkUy+jrOiwuEA9E9ZKK3SYsVj/nLyFt1aesnh+2jrL3Dzmghnr/WdqKVLxi0b4ibP8wnE3twiD5pnOMP+xeiG+1nyLBZrPTZ7/LiwAAPBnUKDFvHd6lu9KVPHdqlGKzZpJGGBzNnthR46WkX4C6P99t8/47yLfVPjf9yX875sp+XascVUeTn/YD7qDkYtazC1Jt+vMTV3nmdvRiLmC7Uft/yacpbByzDVVlI30yuSZrHntRODAd7zvs3bDvEf7CrB8JHIO/epQOXHzKHBiKbBjuv1lKykKjrxICMTnkVBoxE0bwDDOnjUde7+CYTFVvdjJbXu27spjaMDY73PQXnEGw5SbJNmmtb6ieUXSX/BtWXsyBQeupOPPwzcsXhugMIz0craT9TWfoQiFITdYO8UZ1FYIvwBLFSuUX6rETKNTEGC4MCpUEuWJKc4D9JY1sdxj4eod6TvqA0Adxv5o2BM+L2Cb9nWoMuUb+v3Cz4fx0q+Gpqf7Cs9gjfZd7NeOla08XIeuie0/Zl3JZQfTtpSK795AzWpENvUUlhcWc3LXooj5fTjSUbK74gi+Un+DANgfQtpZcQI1RPQXEWKl5n0obDTXhDG5aKewPvrH1nvLLdV8go/Ui9CWcf2drBCGgMO5I6ugRIcnf9jv8qBshWaKS9dvT3nCx4e+3s15Tvx6+H4bQnI7BSEX+CQOmNdB/EbdTHvLgTnX+KJ9exm5wQBmzfabzt7G+tOpyCooQReloXnYWENoY31ByHV5J+THObWKsucDEaVyRUcUHFVy5oer+UlXrv4AjdTHEed7TPT7Fmi+wKPKvRivWmVzuRbMBfys+RSBjHMdvM2/nRaKS2jAXLP5nt8001Cf4akeF8l8ihB37ysWQEfFKRzzGY1Z6nmSrPOb7Zccfm8vhf2mx1oK94zS4ROEPKhYcdPNiPGYgOSt7RVnDf+4Iy6wlmO2+C3nDDcu4m6SxA/lXxkCBNR/F6c0GhHbsfS2aglO+ryA8R9MxZqT3FpJ4eXnxjpyhhInb2Sa5ii6fQY4/JPoPkp3c4X1k7t4O8eknx2vjOtA6mlR23clCo4qGU9MythJadrnxQ+FuF57GTZVP42zAjuKm4tibP/Qmir4OxO7ixTBkfNNnI6bHxyE/2pswHMaQ0qAgS7Mqi7UD5ovXb6N11R/OPS+cGThpM8o/FYkvmnGXb/YTzf8hye/34cj10VkF2dZoKSg4t+H5gM3Dltf3NaHMTucD127ZzXdhdNHvqII+3200AH4LZwBw7CYHh4q6K3WAsUXVGsBAJOYXzF2qeWNHd/7/FGAPgoHash4TIyKwMiYKOhZbgDj2NHzyDf/ouOn2yuemNceWPMqcPJ3Ues5dK3iWFKiFKU6/uCq55e7MHDu3ooM8iUFQPIh02DsqybAdx2AHGlr+x1FwVFlZ3aB1TlYTetM0BXDZCAOd42PAzlNYie1WofXK9bjyh2CmrXEYNT34H/fp/g1KFDS9bratv9s90X7KiwEBT4Z2Bbk3r5JXK4NGvRg4//EvJAgk2fHqVY7tLYOZU2pcbD8Xh2ZI1GKWsKt525jw+kUk+cOXL1n0SH+24zRUN+0cgFf8TwwLQa4exE4vx5Y+xowv7vTZSvXZpqwyWDF8qs+H6Nio7EoWNzv8tXfj0ua9XmOeg6+08wGAOQxDK6wF1FkdmBrIax/2mZ/Pxz29cGVXPvdKxyWcsL+MjxeVq7Gxye7IufCbpvLGaeMWfI4sKAHf0fze/Le2Jaj4KjSY80eyVOzNFvzrdXXdIDdkKWT4iR+VH/O+xrfZ+J7bqb6Bzyp3G7xvDO0Ueug0GTgU6t3pablEPP9C7lARiEDruxpVipj7ZUz+L7nqaqFxvQDSv8LQOB5zA0NcXlZhs4/IPo9P6mdH7n23OLDGP3rUd7XuHs1QZeMsOWP8a/kdFm+rAPfAXfPO10md1H6GlI//BUQIOp9q47dxBvLHUtRwedB5XHjvydGRWAtuxKfhpmeKx6xOaLSOQ6f7UXeRL+hNtS4Bmx7S9gbrpUFUUcWitqOO1FwVMmIDX7Ml45n7uI+ASNOxKrJVPQF4ZaxlGHQJyEOT8VF23z/L5oZ6KnkP9GL0ZwR3ufFWnCi5nbuZJzJz2R/X8XCet6jhxT7cdDnZXwhUX8gPnFO5l0Sovx4uK1U4kit9ZgfHGTnHbY1tbKPn1FtNqYfYBTmfYOku2k4kZzp9Do6KKWd0sMeRi9NDaGYWLqL4iQaMtcQZCNlBAD8st+JrNJ2MIz7BrHs9fMFAKwINA3YlE7UZnvnrYt3oODIgyihQzPmElSwfaJSoRQfqBbjQYXzwQKfrdo3ABg64yYwt/GBajEWqz81vt5VIb4jtTWX1SqkqlQ460TzWgAK8LRys+iZ2jsoLPP/CMFtmvOB4x1w31X9YreZb4f2VauvlXdKHyRRfyBlwFmMionEbaVSkvWJNTc0GMXqfHwVFmIoj4MXjb+070tYKvEe/fZf2bYt9GIpWSio1xmmJzITBPupAh5W7sda7dt4XrXe5nLvrbbdSfdaep6gpKYuUzYc0V1D2VkbtTr/pZpm6xbfjYLCrXKVKjiaMmUKGIYx+YuJiTG+zrIspkyZgri4OPj6+qJr1644c8a9d2i2vKX6Dau172Oa6iebyw1WbsdI1Ub8pOFvZpJCS+Y8ftVMx27tq/AN/RfDqkXgnsJwuCzSiK/yj2SyTPoaSUnLlOJj9UIc8nkZzykNnSbt1qAxRVikcSzB2VLNJ8Z+As0Ujo++aqi4jmZ2arK4CQid7WTOQI93VL+in2I/7+t+CT9jv68vpgnsuCqV8ho6+Xo3VX7hyMLDin1QO/gt77l0Fyl8U/ss6gfMrGXx9Bz1HOO/uTWwrhgV9+E/Z7HymP3abk8ZquLOclxMkyh3VhVUqYIjAGjYsCFSUlKMf6dOVdQOfPbZZ5g1axa++eYbHDp0CDExMejZsydycoTPjeNKo1TrAABPqnbYXC6GsZ4kTKq4vznnoj8tIgxntFp8FxLMu+zTys2C1vmH5kNoUCKqjAEih+K/p15i/DcLK9+HogiB9T9A74Q4Uesup2VKcN5nhKFJwMmAj3vhYAGMi4rAhKgI3nKHM/aPU1sn3l6KwxilWodvNV/bXEcGp+bI5uijMsHIxZuq31CHkbajqIiBT6IYcmRJ2zHfGn8U2GwadZfVmvfxjWYOxtpJgWHNlTt5+HkfT/NW0j6Th+XHS3nuIAD4WT3DGJSxHl4zUVvAMSy4s3whf0d8dwZHWfmeNiUNz3eX9h9wwbHZEVyp0gVHKpUKMTExxr/IyEgAhlqj2bNn45133sHAgQPRqFEjLF68GPn5+Vi6dKnNdRYVFSE7O9vkz3uYdcg2u9pZ+6G34slWXKTg/1l/rK7oVFe+Pr4kjfcrkrFC84Ht4gJgVBXfbwAKEAbL79veCUYPFiNjojAiNsrkE7JgoPQx3GXeUanslsUWIcO+LTOUW5ZcoU3B1PBQ/KdRY4e/H7b6+yFLoZA8r1Ekwz/ppbOmqhfhJdU/2Kyd5JL1O8JWzeFozZ/wjf/N9YVQFGKXz0vY5zMO1SBsdvnuCtdMGJqgMGy/T1muKGePLGtDtvmoGD0eUuwXtc3ODs7bJ5b5UfKzZgb+0rxrzNrulJn3Ob8OHtxTuL0a8oJiR/tEWt9bxn2fm2ZRG5lj/ZbUurltgaVPOFBG16p0wdHFixcRFxeHmjVrYvDgwbhyxZCi/urVq0hNTUWvXr2My2q1WnTp0gV799oeLTB9+nQEBwcb/xISElz6GQBDNbic+jgx11cYsnHa53ne1xorrsFeaONX8yuTx440BRQrSnHE1wdHfXyQrnDsMGcEdG+39bpCkwZtpPWhyuXv9a/1Ff4MCsRbkRFii2jTc8q1kuRbsqeJlQlqAcOxsFEzCaOUa6wuw/ctvx8RZnObztx93wm0nFbE2VGclpcDHQLrTUHXmjEoAdBWISwp4wLNF1Zf85RmIQD4epu45mSNyPnpDOcJ11FAjxWaD+Cz+jmTG8Y45h6aKq5gtmau6HVa7B+dsCH6rkzuaj7Js10sC6SctJrLasvZ26jz7nr8cSgZeXM64BvNHLyk/BsAcEajRpeAPPjE/8L73mq4A0bgd+IJKlVw1LZtW/z888/YuHEjfvzxR6SmpqJ9+/ZIT09HaqphtFR0tOmoqOjoaONr1kyePBlZWVnGv+Rk8TOEi/WlWvyPEwDmar7GUOUWiUsjTkcHOzqXU6icn/eJe0qQ66Ki9BM3d9QVs4SYzpb7PfUSbNAKHFrrImNVq1FPcQPvqE1rZ8cqV2GI0nrguCpQ3BBsV+utOIRgMXMbKiqaM7KU7jzN2j5qnLkQc9+7xMERZKduSHfTp41dDr/EOXCkt1pD5hpaKi5C/d9fEpRE/rC1RKfHgj1XLZ5vpbCefoE3vxKrA77vBGz90OKlvZfu4vmfD4NlgUkrTsK/yFAr3lNpCKR+LRtlqg48a75SvKD8B//6vIL6awYK/ETyq1TBUd++fTFo0CA0btwYPXr0wNq1hs65ixdXTGjKmA0pYFnW4jlzWq0WQUFBJn+uxtesBRj6MNgzTc3t0G2e50ha99RFWBIUgONax1LzO3rHrnPqk7i+34Nc07J4Gi3PaL5azC28rv4Tn6gXOLxed3+732u+xO+aj9y8VenVVdzEByorEzwr8qEKOgEwlvusNk96jy82WV54bQ3lLy7V48kf+AcDiPX11ovQhByG0vcmlAEXjc9H456gmzOpk8GK4WwoZfIVMwyS7uRg24of8cOaPQhCnknCXWvT6XRTHMN5nxHA7lmmL9hI6TDEgXxdANBDcRRvqw3N2H73PGcAlD2VKjgy5+/vj8aNG+PixYvGUWvmtURpaWkWtUme7IzPcxirqrjbYaCHDxzvdOfsRXxx4mXMCA/DsLgYHPARNhzf2SaMn4MC8eF9N3HUyvB/RsSJL8dOYPyqarnV1xiwKLDSD0sKAxS2h4TXV7i+BlMIsfvTT5FlzBT1lmopVIx8F6pyQn4Hor5vsyhBiqOkueISxitXOtDMrEc+5zgfqdqIUMayFsyv+k/wrfYbtNGWTaDtlaa1ATlFpZgjsmntmL25tQQq0ekxazP35rHiuz7gMxa/ChiFOt9G8yUfe7nfWJY1mUoDAO4qFbyJPswDSLG/n5yCirUWl+rx4+x30fvsJBzwGYuTPqOw12e83XV8pv7e8A/zGiLO0P9ZoSH4hSfzfyiy8anqB8Hl7cnTj64EwEmtxuQmV1/2vKeo1MFRUVERzp07h9jYWNSsWRMxMTHYvLliZFVxcTF27tyJ9u3by1hK5yzXfIj/fEY6/H4GwJsqaTqn7vX1kWQ99swMD4WeAT6w0i/lZ/UMwSec9okJNi+L/oztwHOfr6/1F53ILs0AaKc0r562T9wWWcxQ/YCXlatFb0co86CDUWXiet3FGFqW9HO0quJCLGX2diEXSPmw0MYtwydmmZLt6aM8hInq5XhGuUnU+3wTFqJtYgJuqSpGIfIFg0pfw0gtddBxu+ssLuUPaIWMbnSWXoKZ6sUOTnjaZlcFFn8dv4V9VypGJV7MuIhu1ePxVFyMjfcZ1GJS7C7DNXeHaVDaReHYlB9cu3198FpkODL1hqa282o1FoYE4TOetB4fqH+2O6LannciwzE0LgbfaioC/SFx0ehUIx4FHtIvqVIFR6+//jp27tyJq1ev4sCBA/jf//6H7OxsDB8+HAzDYMKECfjkk0+watUqnD59GiNGjICfnx+GDBkid9Ed1lJx0fYCZicr8wtQEJOPl1T/CNqWvfPeTyHB+FdAVxHTamH7y4qt3eqktJ40ztqP2iTrtUDdlM6flOTUhLmCwaodxtT/7qAKMoxCOiMg6WcB47mnJ1G1N2aHr0JzB+rgk/itbN4v8yaeUJ7RmVxiM9irypqd1vj7i3qfJdb4X4U2FXDgN+MIX7g2waPTnfFZFmtOpgBgoQ45CIX2JtZeMXTpOM/T3aD8fHY6MBtK///wgmqtqFqT/247n7sokjE9xsbERGFTgD++vGEYUp9vpUZcgxIMkGC6k/UBhmNxESc4OqPVIk+hwIlsz5hbzbmxzB7mxo0beOqpp3D37l1ERkbigQcewP79+1GjRg0AwKRJk1BQUIAxY8YgIyMDbdu2xaZNmxAY6KmThkrRs8K9vTO+jFagW6aIk42HdM3hC8Dk72YpDgM9FCK+UF+BE17aMlv9jdV+Dc4652A/NkcIvUAGIRfZCEAtxnLEG5f52hhuLaJZM2JDxXVwLzfHfEYLKgsfV/+cWAB/BAbAP2I2SnIagNO9xSYGLILZbNyC/X3aVXHc5LHKLHiUoOLIKdUVpmkZTt7MBhADVeBp+MSuBABk5A+zuY4bKiXWxNyGHxYBV4HhsdG4qFFjW5K4wFfquTLLs+NbW+80lfh+gh5yihetUgVHy5Yts/k6wzCYMmUKpkyZ4p4COYEF0MzGEGlvxv3hHRXYT0k0GeKzAoaBr2RnbvFp///SvIcmCssRK65k7y4yhKdvixQMx5DhO7qhUuKaWo2OBc7VMLRi/rO7zFLNJ3i4+BMr5TF9ppy9Q7E6cxt7YaN51kOcCb2FB0Or4W5Z85w68Kzg4Ogz9Y9A8Y/ox0yzu+wizWfOFNPtymeaN9SmGZxPtZ6wlQFwz2yKnuNl58EjPlpwx9xMv3cI/8VGYX6Keb40xw1S7HL4vY+rHH9vOXtzD8od/Jbz3HrrKo4B/0gfZ0l9p+Gsq2bD123Nj3bIR4trnMSNtvo3cD+nvU/8bUgw8tXOpw/4LUjc8HMGQDgjTULRQBRYDYzEdFCXghbFmKf+Eke1L+Ah5UHB73O0v0rfhGp4KSZKxIAAfsu1U+2+t5ED+Xfc+YvL8bmHm2XByy7NK2jEVKSTcLY/0NHIJGNg5Chn04zoAKTl3zZ5zhNHhhaWWm9ytJs7TZmD+cFBSFKpsDTnPI76+EjWnzMG6fhC853Jc+tOievzZM7eNcX8dTnnHhSDgiMP5ccUIZBxzVxknkzLM4wYAC6q1Xg2Nhr9BU750Z4RPmT0h9BgHK2xw+J5safcHLNkk3xBifk6v9d8KXIr4j2gPAFt9N+46ytstJD5lCZinfcZgb7KQwjjrTWSJlTguyCecHDy4sY1q4NVOZd/p5Od4ePSXsD5v0Ol32WcrrEdfRKqYaufL6or7uA7zWzeZW1d0BhlEXyr/wBH+hQ5MQbB+jo5392rURHot7o3xgXPkH5DTjH94GdvOXbTU8owCKg7DV+FhaAf51yn44w2HKMUl5upvI9aK+Y/7PcZZ/H6mCWWE5jz7UZr6Q+kDk49ZYoZCo482PuqnyVYi+mB5i9yrjKufT7S3L04dME1q2ECbJ+Iu9roLP0AT+CkUzo/7Sm3OH2VBwWNQpkcGe70du3JCD8OTdhe/JtwFGc43yO3HwxvQjgH2Jpc+DHFbriyB4IzNSMlCdZTNgjB7ejfjLkEpYgO274S1RCrAiryDn0cbhjJaW2/2rugqfyvQOkvflJlV49W2+7vBwA4FypdPzfpjkjnP3yundQiANBKWZHGgBWw1a3aNwAASzX2mzRtETtrgyZiC3xrfIcSG6k6+M7hRWUJLW/yTXTsRhQceTDzjn9SMB+lIMYttbAuau0UlsFHESPsPtT8pF3IKFAcuQfnNdY7cp7QarCh7KQpxHi1sMk3nTnV9VIegVJAc9baAGdHENlXyGkyHFwtlneZ8z4jJNmWrSa8LzXzEBK6U5LtKAVUUZzXqHFQaFObj7g+HbZqXlZr38dbqoqM4GKPIynGgN1VKdEnPg7/+lUEwyyAl6Ij7U7NYsTYL8nyQH88FxMluFxivgvzPXzLySY9R6gCzkAZYK8vmuWnCmIqfnMZCgWOOFirWU6KAE4jYH8at+fAyc+8jNrILVD5XcPpQHH9DjedScFHa87i0W8kmN/OCRQcebl9Plq8HRGOLLOhlyqeO9dCxhB6XFOp8ERcDLb6uaYT6P9U200eFzAM2tVIwMCyC7PKyum/iAHy4kwT0OUoFSiJ2IdFIdazkj8dF4M3oiLwH0/tEgBsNAucMpTuOclm+922v5CHuCww8HVEPsPgpkqJ41oNCjXW+3ZJXaf0v2qxeC422uKi6ufioeEA0EXjWDbh6yoV2teIx9ehwVaXiWSyBE1lclOtwnsxFcH3BY0Ge/x8LaZmuapWYa+DtcIfRoTjoFl/mPUaw5Q1JQCmh4ViF+f1JgrTKXWyrMx7uCrAH12qV8Npzk3RgmDxMxM4dUwpCuCb8Av8EhahhGFxXaUy6fNoy4OcEXe/BAfilpqbY8p6uYTEJNz3xjD30F15zO57XJ0OwZbmSutTmPAFYVfuGGqf7+bKm++IgiMv90JsNP4J9Mec0BCT559Q7oRCewuMoiJIap2YgFExUZgcFY5zWg0mREe6pExLzbKqntZqUMIwxrnDFmpm8r5vYXAQSoLs5G3iMP9hHfHR4grPRf4TszvlN6JsT/B6VqPGp2EhKFCI68jMwnSWp8xAy2G5Jh3F3da0brmhwcptCOFcYAfEC+vL5Yi+CXHok1ANe2wlzLTjTNlFkgWMHY6Fuml2QautsD0M3z7bO44FMDC+oobO1gXPfE1zQoORr1DgxxDrwVFP5RGc8HkBHUTOYci9JeEeh4/Ex+HFWOG1P/bcrzBMdvxHUACWBgfiZU7NUkOFYU42PQx9vTrWiMdPwZapVN6PDEeGUonXoyIQx6RbvO4ODGd+vGKFHg8nxKF/QhwKzZq+1hTvRDJWIoyTn4obgLvyZx7OWB8Vx/WGyvFcZizLIjXLfnDF/VbMb86ParV4LyIMmQImAfeUIUMUHHmQUxoNnouJwjkrNSC23DK7AEQiE74Jln2WDvj6INdOcr0Pw0MxLirC4R/1MR8tUm3Uzlgb8XNNLf5zc80ID8Oj8XG44+REn09Wi8WvwUH4NTYd46IicFhg08zywAC0SEzAvzZGlsxRz3GqbFJgAcxQz7faWdd8WXEsT23lw5Z3+zneZ21wtRjs99FiRGwU+iRUw8880xosCA7CqJhIu72nFjlQA8EVBtsXJPOQmoFrRlQtcSILuDtGraYqrdey7Ob8Rr60kyn8QcVR5DMM/rHWBG28y3DsO/6f0nJ4uh6AQl0xgKGY028mh1NLf1upxJ7So7iFNXhKvRmeqrXCVtOg7YEjTT7chAemb4WYsGWcyrTrwvC4aKwODMDMsBC7780q9IxJRCg48iBDqsXgoK8Pno11fq63V9Ur4KdwbATO8qBA7PD3cyhIA4Ct/n7oWb2a4P4e5cSe2qzVvFxWqyW5FB3x9cEOfz+MjI3GJj9fdE+IwwkbiQmzlUqwDIPXrdRMXVepoNQK7dvCYHhsFF4T2GFbzOd90846XXXhdHa9o2KjcbSs+edLnpNsgUKB/b6+WGenH9d1J4PwNmUXmt2+PrxzT9klUa/lMxqNSW4du5uVZKvOS1UqMVZgPyUWgBJ6fBoeigIbtQ5ByMMuzQSHylNDYfmbfCsyHH6J31t9T3XG0GRewtmV3O/X5mhA0SU0zVgtxX68qVLiUNn5WR1iO91GTqHtwQXln5VbrseV/H0Lk9RqKHxuGB+7r/ZcPAqOPFCugKpHc2k8NTUqKx3whJ6bN9iYbkAH+3OpLQ8Ul/fHk70WHYk0lQpjnWiKfDghDo8IbL66oFHjqI8PNknRYdtsf693YJ22zmEsTO89iwEsCQoQ3D9DyDbEKBIw4ofP/OAgzBdQq/SdZjZYMBgTE4XPwkOtToDMZa1EOgDpnJpOod9BlkKBwdVi4F9rtuB3mS/FArhr41zjiyLcU/BPniqEtc+80MZ3/KDCclj5MJ9VWGnnXDJYuc3uABYhR0WySoWTWo3d38hvmo9trp+b/NQiW7qNslh7/u1I210BxOqTUA3PxkbjjEbNO9GwKdvHVyHDirqRVvrYzgL+kHK/ZKNnnUHBkYf6S+QFjG8OH7EXm4/CQzGc0/fAvG2d65egQLwoYpRKOVu9eDz4JsKogGHwT4AfbzAqltT1M3oAB3y0Fp1c4xnnRj2+ExGGh+JjUWDleJgQFYF+8bEoKnt5fkgwZoSHCc5JJTXzUgodo/NVWAi+CgtBtpV5paxJs9MHytZx/WJMFP7mXPiFBsN3zI6/ONxFb4XtGgDup3pauQVTw0PRrUa81eV7+GxFlxrxGBDPP8JRDKEB1ssq0xw+aSoletk5jh5V7EEUkym4LCe1GrwRGY4UzndYxABX1Co8lBCHoQImi63GpOP3wAAMd7CW39ox4e5z4Gmt1qRfKp+92nGohjtWa8Pei9fjiWqxJiNv45h7VtfnE2t7tHBzxWWMVgqb79OVHAqOjh49ilOnKjoD/vXXXxgwYADefvttFBfLH/FVBu9Ghlu9GDnLWlXmH0GBxmYLwPbF29Eh6O/ZGEYsesIMKwV05QmmSKHA25EReLya/ROoO/mgBH8H+OP52GgMMiubP8TlCzlu1hz6d2AAbqjV2GJldOM2fz/cUKtxyMcHLBgc8+FverS2X/4M9Ef3hDhcFtHcJWYfvyMyl1SpyLC1vCz/+vpgUmQ4ss2C00414nEt5Drve81HejlqlmYeajC2m2y5n0rLlGC5nSbBWwGGjtBJTjZDAsBIThBha9+Z980qZRiTBIh8+ioP4XnVet7XrnFqNE6UHddD42KwIcAfb0YZjov9Plq0SqyOR0UOSvg4IgxpnNpRoUeNs01J3P6l34YE472IMN7vdH5wED4MDwULIMKJFC5xzD28of6d97WrahVuSTwFIgugsdmoRjk4FBy9+OKLuHDBkIjqypUrGDx4MPz8/PDnn39i0qRJkhawKnM2LaHzaQ2l97eN6nGpghq9i4JKLvO5kaTG9wmWB/pjh5URX79pPsZ7ZUHAbbPmrL0BjpeVm3Va6Leab6XDv/n+nVs2ImtqRDjSVCre2k9btvr5CppWIU1k856jRsdEYX2AP74yGzkKAGej/gPAQqG9BSik7nCqRxTsj+hyV63EPYXCornuhID+h3cVCuwJLHXZTSFgyDlUrrzv2Sfh9vM+ie1Q78oO769ymva/Cw3G6sAA3matr8JCsDwoEGc0GsTaqMnhY/5pGQAPKE7j/YgwzOOkVZkebrszvaN6CEhP4GoOnTUuXLiAZs2aAQD+/PNPdO7cGUuXLsW///6LwYMHY/bs2RIWkTiiBIZaDj7XBLYPS/XzFnpa2ShRQsS1/v6oX2Rag1kK+wd7DsOIrmVwFfO7yytqFT6MMJTt1NUki+XrKG4CqC55OQ47ULNxUmBH/HmhwRiT6digAR3DWE1FwXchy2cYbPX3xdc8gYuzUs2a1cwfl3u+2lj8HhQIVidNbVE5v1pf4VmlFn3zbNfaiw2ODPnIDOcQWzW+XKe1WnQpa6obmiVsmHm5EXHRuK7WIzs7RNT7xHwuR/pzAoAfikweu6p9xNFzbrGNgLJAZDMxn5aKC6jtexiDAw210i9lGmqi9E5eJfh+q57SvcKhI4VlWej1ht4jW7ZswUMPPQQASEhIwN27AqdpJnY5M6jligRV4XxOaTSi8szkMAyek2D0HR9r1dM31Zbla16zOhbZaUaYFxpsnJ5Abua7Pt1OTdU7QrMeO0HIScvWMmJrhhzF97M5r1Hj7cgIpEpUi9SVk+RvVlgolgiYdPj3suOPUTqfkI97UVFq05CuYvCrnc7kO0Qe276cEGC1A4MrMqyk1LB2XiuvydnuouS0zuCWuYBRoIONvloAcMNGUlXLWQAqVm4+P6NY/2nU6B0fh4+drNEx/x3HM3dt9kEVyrzJ3toNvCdwqGStWrXCxx9/jF9++QU7d+5Ev379AABXr15FdLRrLoTE/fii+iHVYtAnoZrg+4WlPAne5PKFnROGqwJKa6TMfWPeXCnFFBRiMQBqMqZDy6U4obpbKcPYHWn3jnqpyeMZAppmiIEUR/0BTo3mGa0G2/18kePCY03N+UUd99GikOeizk3cuZkTiDIsbH7o1okJxn9PE3iTk2/ls74eFYFbapUxEHdECYBXo4SNypXqDMZ3c8E3DZU7ORQczZ49G0ePHsXYsWPxzjvvoHbt2gCA5cuXo3379pIWkAjHbXf2hEvS+gB/lPCUxNl5hsrZqllz5Ef7r8g71nk2pjRxlrOBU7Oa1fFCTKToUY+2cL/ueSFBeCk60qJf2z/ad00ec0/87nKbJ/mgmD4gL8ZEon9CnEUH9EM+WiwJCnBbtX8JICijsKeyl29KKgtCgjE+OhLtExMsplEyd9LB2steyiPGfzv02+QUq5hx/rbou5BgfMHTRMyXw8vWN1LK8+LfAf7IEZBIVw/L7POO+CwshPfm4jcnJ8p1lkOfrEmTJiaj1crNnDkTSjfNW0UsjYiNxoHrN3BNpcJNCebK+jU4CJPuZTq1Dr4f5og4aWoXr6vVvG3/7rp4zbXSfyVXoeCdxkQM7vdWCtOh2+c0atxWqnDUR4sdfr5Yeos/EeA+X1/sszFlRzEMd7udCoSNZivkXHjKP/sOD2wC+S40GC872JcJAC6VTVXybWgweuRXfDflyVnDdXr0yct3rpAC9I+Pw021CluSbiJaZ6i5KGQYjIiNQrhO3NQ2jvCUvh9ivBYVifmp1kftuXogBZ+NAX54kXM88tU6iXVdrcI2Tu2Uo/vKPCj5188X1UtMb3lejI5Et/wC1C02HUjwTmS4JNeZX5zMWO8qovZSRkYG5syZg+xsy2GBWVlZ+PHHH1Eg8ERLpJevUCCfYdA/IQ7jBSYrtDebvdCpM+TCl1TxmIOTaEpJyLDgPwOtV33/xDlhjIqJwpucrNtPVIvFuJhILAwJwlWNGiscTLb5c3AQvgsNFpTXBYCxQzgXtyPoJTc3S4rhyMXjkkbD20/tjagI/OCGE3r5hedHTg3len8/nNFqscsDg1JPcMDOAAJHa9QvODhbAGC4iTNP4ih1zT4LBqut1NSJTR3wm1lXiL1+vrzNfWtcVDPoKUG5qODom2++wa5duxAUZHliCA4Oxu7duzFnjvxzR1Vl9jrumvvJzkne2lQm5wRWT7u6eU+KOxe5/BNo/eTC7Rhub8SY3sEv+bITJ3w+1zxoX5gPJX/OwYlVrfVTmyNgjiip/B4UiEFxMVgcFAidJ7SXVzIlAr7TG5zmI6tzvMlok7+fMZWHJ/jHQwa2OENUcLRixQqMHj3a6usvvvgili9f7nShiHVX1Cqryfgc4eoo3RUTbgrcMK+tdMctKWf3rquODvPMz/YSCXq6C1oNPndRThlrXLFvLqnVTnUWdhZ3vsd7SiU+DA/FDZE1nraaqt3FfN+cccNIUDHn8rc5Nd2HRKYDccekyEKICo4uX76MOnXqWH29Tp06uHz5stOFIgZ8h+Kj8XF4NToS+yRq7vrPxT+qTR52B2EtN05V42izkNT5Xd7woLvdqkSOBLHfhgTjMStTkUgxHU85W/39zFN12MsSXm5uaLD9hUTgjmyTgu2s4wbb/Xzxs0SBabqIflObPewaIJSo4EipVOLWrVtWX7916xYUXjy6wtMUWMk0DAhv1hLil6BAbHNRjUp551Z3u6CWZ7vewtFmoZY1q5tMtPqJk7UZUiX+dCWxE+iKHfUoh+Y17ScMlSJ5INd3NgKMPyWcpFrsNCBC5Et8XdvpxmMkp2w/jo+OxMzwUJPaM0f97MIULY52E5CaqD3evHlzrF692urrq1atQvPmzZ0tEykzWGBHWa61AeKj9M/CQ/FKJatRedHBPibEvuGc0YbZnDt+DzmnSa5/QpzJJKVVBV8aDlfhBk7umu7Fm5WIaCYeazZBuKNJeblbdGXT1y2VCrNCQ3Be4j6RYok6CseOHYvBgwcjPj4eL730knHYvk6nw9y5c/Hll19i6dKldtZChEpXKXFKo0Hj4mKwMD04ixiGN+nZty6YHoEQoTxlpInUzropu7c97vx+ncnQT1xrj1nNk73jIlWC4P5jNyU6nRkWAj3DYGFIECwTBrmPqOBo0KBBmDRpEsaPH4933nkHtWrVAsMwuHz5MnJzc/HGG2/gf//7n6vKWiWNjI1Cp4JCXFOr8EZ6pvH5uaEhVvPskKrF2Vm+pXJTpcLImMpZY+chXzF0bqzN8ZTPTOyzN59hz+rVnN4Gd/ofVx4b7pg4XAjR9ZfTpk3DgAEDsGTJEly8eBEsy6Jz584YMmQI2rRp44oyVmlFCgW2lHVoo6YiwsfetCjustcL+tp4O6HTSxDiSqttpCGpLEQFR/n5+XjjjTewevVqlJSUoHv37pgzZw4iIiLsv5kQ4lGSqW+HYCckmvKGkMogswr0wRPVIfuDDz7AokWL0K9fPzz11FPYsmULXnrpJVeVjRDiQic8PPu5J1nkwnn0PJVcI00J8QSibh1XrlyJBQsWYPDgwQCAoUOHokOHDtDpdDSnGiGEEEIqBVE1R8nJyejUqZPxcZs2baBSqWzmPiKEEEII8SaigiOdTgeNWVWrSqVCaakc+VYJIYQQQqQnqlmNZVmMGDECWk7nxMLCQowePRr+/hW911euXCldCQkhhBBC3EhUcDR8+HCL555++mnJCkMIIYQQIjdRwdHChQtdVQ5CCCGEEI9As8QSQgghhHBQcEQIIYQQwkHBESGEEEIIBwVHhBBCCCEcFBwRQgghhHBQcEQIIYQQwkHBESGEEEIIBwVHhBBCCCEcFBwRQgghhHBQcEQIIYQQwkHBESGEEEIIBwVHhBBCCCEcFBwRQgghhHBQcEQIIYQQj1OqL5Vt2xQcEUIIIcTjFOuKZds2BUeEEEIIIRwUHBFCCCHE4zAMI9u2KTgihBBCCOGg4IgQQgghhKPKBkdz585FzZo14ePjg5YtW2L37t1yF4kQQgghHqBKBke///47JkyYgHfeeQfHjh1Dp06d0LdvXyQlJcldNEIIIYQAYEB9jtxq1qxZeO655/D888/j/vvvx+zZs5GQkIB58+bxLl9UVITs7GyTP0IIIYS4DqMrkW3bVS44Ki4uxpEjR9CrVy+T53v16oW9e/fyvmf69OkIDg42/iUkJLijqIQQQgiRQZULju7evQudTofo6GiT56Ojo5Gamsr7nsmTJyMrK8v4l5yc7I6iEkIIIVUXI1+IopJtyzIzz5/AsqzVnAparRZardYdxSKEEEIIIGtwVOVqjiIiIqBUKi1qidLS0ixqkwghhBAijxI9K9u2q1xwpNFo0LJlS2zevNnk+c2bN6N9+/YylYoQQgghJmTMkF0lm9UmTpyIYcOGoVWrVmjXrh1++OEHJCUlYfTo0XIXjRBCCCEANAqNbNuuksHRk08+ifT0dEydOhUpKSlo1KgR1q1bhxo1ashdNEIIIYRA3rnVqmRwBABjxozBmDFj5C4GIYQQQjxMletzRAghhBBiCwVHhBBCCCEcFBwRQgghhHBQcEQIIYQQjyNfd2wKjgghhBBCTFBwRAghhBDCQcERIYQQQggHBUeEEEIIIRwUHBFCCCGEcFBwRAghhBCPI+f0IRQcEUIIIYRwUHBECCGEEMJBwREhhBBCCAcFR4QQQgghHBQcEUIIIYRwUHBECCGEEMJBwREhhBBCPA5NPEsIIYQQ4iEoOCKEEEII4aDgiBBCCCGEg4IjQgghhEji/bvpchdBEhQcEUIIIRLbkHxT7iIAAF7OyHTr9u4oVW7dnqtQcEQIIYRIrFqpTu4iAAAC9Xqrr3XLy5d8ewxYydcpBwqOCCGEkComTKfDJ3fc2wR2X3GxqOUZGcfyU3BECCHEq82+fUfuIngdFcsigJW+lsdWPLPyZipOXk2SfJuuQMERIYQQUkmxdlIpPpeZJfH2rFPAEDxFl5ZKuk1XoOCIEC/wYoa0JzBCSNVWHsRMyMhClIPBioKn5slPb7826o+bqQ5tz50oOPIgwXebuXT9vXLzXLp+ucxMu+uydScWl6B5YSFGyxyc1CopkXX7hHiyytEF2LZmhUUOvU/Id7PmRgoiJarNSRRwrgrT6/FTym2T51rnSrJ5yVBw5EH88hJcuv76xZXjAluvyLRTX3cXjLgop2FZ/JyShpclrnoWS845hggh/MJ0wkekNSksQm8nblAXmwUTUvJlWWxMviXqPc58FgBobRbs1S30rLMcBUceJDLQR+4ieIXfb7mvSnZgrofdzhBCLMhVc7QjSXguo/65eYgUEUzVMRvZZS90ePVehuB1A5Z9kdSi3g3MvJOOCTw5lOyVc35pX97n0xBs8ZwL+osLRsGRBxnWp7Os2x+Q4x2BgBIAw/nVuCLl2DNZ2fjlViqeyvaO76Sy2SziokOk0aqgUO4iOEzqa2hXgbXRYus67HWOBoDPb9/Bh3fSsdKsX469dz6blYMD15ItnrcWkDnznX2WdhcMgBFZOaLfu0vfhPf5HNbP4jmFQr7aJAqOPEhMeIis2//w7j1Zty8Gt6yu+PkMy8pBs6Ji+oHIJFzEHTaRRgcvDo5+slIbYU+MA/1swnQ6FNx4Gs/eDBf93qZF9vsN9c4vwEAHm6z8eKpatFaqX1gHT5xHryahb1nwKOW517Ma1Sg48iiMizNeedrB56kG5eQixs0XZ11BnNu2Va2kFIOoRszj9XXzAApv7tRc4uZLWWlOI9Qq8BX1HgZAHxf2jyzXKb/A5LGj+7VDLn9mbbHNbwAQXqrDB3bmXPO044+CI+KVXPlDUsnR0G0ncpWyRLPT7iChVP7O+VPvpKNdQYH9Bauobvnu/W486eapppsGjzjzmcVOk8E4uT2h5t6+g3UiO1fzGXVXhx55+fg+NU3U+zQ858/tyTfxvxzhwX6t4hIMiR0rartSo+DIgzAu/uk0d3AoqBiLb7luREXlZv1EG2BjbiShWhcU4uTVJBy4lizZqMVRTozg65qXj8ds1Ix40oVaTmJGQ5nbey0ZDyqCJCyN8xrxNCs9yFOb4s9WHPO6oij7K3bwgEnRhzn2RgfEljXhOZpTSByW51/iBOsYfJl2F+1FNrcG85yvhOwerb6i9+hfN1PQNKidqO1KjYIjD3Z/kbh5aKxZdSMFC1Juo6XZicl8nhtHL0i+nB9DCwFt6uYiPGSCRk/19w3n7wJbFRaBAX+fBEc9KuJOsFyDoiK8e/cePnPznE5y+vNmiizb9WFZqDi/6ql2vnOFiMvog9mOBezxJcICg66cWrP8q2ORnzQCw7OyUVeic2I5PecSuOv6Dbx5uwhf377j9IWx/Nz9v2zLDstj3ZAzLb5Uh9K8Wuial89bk8O1V9fA+O/yNCm6/OqCtrNZ18LiOYWDp5g62eHon5NnPE5d3c3EHgqOPNgcieYLiistRRueWqPVEmQpbZ/ph4GZFNy4io9ej0id6YXIkaSX5k0AQkbNuEKn/EI8mZMLXzsnbFeXrqEDQbyj5M0vVvFN2qqpAwx90YR4Oisbr9wphS6z4s6er/ZHKL597cvNssxq4FfaCK/fy0S81VoXR4P+iq2H6vXomqdDt/wCp5uxf0w11KC39+9u8VqCnZqj30q7Obl1w6cqSHoBc9Lu2v0se/UNjf+en5qGMXdKkJ88UtB2RpW8bvw3q1dDkVMb9zmYsPY2G4FP7qbbPU7dhYIjD2LerBYtQafg5zOzJK0tMMcA0Dt5KcuFuI6N3qajoL4jwvdRTwcuRE9I1AF7PicR3W02VNR7X8zIwvNZ2ZKUw1m1ZQxYQj10JJ7QX/Gb9zItnhM6uvCsvobwApWJCNAgJti7csAFlwV3V+572/jcstKuAICWdro3KFQal5WLq/w4/F7XH9t0zQAAIXo9+mTrAb2v6BuowpuDobkxyOGrwe+6rlita+/gu6VHwZEHkboaUVcYg1cEVuFq9c6GOI7LSHtE1PLLdZ3RzI13/s5Sgn8OIjFya/Vx6v3hEvRbMvdE3mw0LxAeZIzNzIKPgO+BsbOMimUxnucC7S2+cOF0N+UiSnVQAWA9bAzQZTYBD+XWQPNC4f1Ytr7WFfOebmlzmetFDWy+LtSHJc8IWu7klF7oWDvC5LnSvFqYdfsOVt3gb0bVFIcAsB+EVg+zzPfjKG6TGVeLwkLMKjsOS6DCsyVvCF7nC8WvopRVYHyxocN0YWp/lGQ1R2nu/aLLVz5qlmUZ6KDERyXDjK9Rsxox4tYcjcw03GHPS01DsE6HOamWTWzVSkrRJr+aU9scWJb4cXSmfHf0pVmtRC2fw/qiVkkplt9MwfbrNyQpwy6J1iNWeRt/SZZl2305Vu2HwBZPGB8rYHtW6xoODbY1qBts+wR3XH+f8d9RgT54PruhjaUrbBWR1NGftX/POspDaqAc4Y4cTpuSbxq+w9Cakq43sKyJV+xIrXKlufXRpqgmfk4RPgIq2FeN2lEBAPhH8L3VchruFoq/MBtUHGkNCxdgs17YuSjIR42wBMM2x9/LhFrPoOh2f/TML0BtTrMSC2BN8i38eisV/qUCa8itHPzJ+khh7+eYWfok7/OLU9JQq6QUWR3fs7rRV0te4n3vJn1r1CtajL/1hlqekowOKLz1JMrDCSWAHjZqt4e0rag9fC/9Hhak3EbuhSk8S1JwRHi8UpaWvWNBIXYn3URXniHP62/cQuf86tAVRaLojmXbdjV1e8wsecLiea73797DXzdu4TkbF5uBObkoTu+A2PS6gsr+scSdba01I9UrLkGEBDUiKpZFqAtqVoT4NeU2Vt1IQWmO9TtfBgDLqU1hAGywMlR3dNPRqI6KavkZaXexXGCH4OU3U9CuWhuby3xWOtj474Pv9EDnOpEmHfLLtYtth7aMv/FxlHlAoAkUVCZXkbM+pVZJKd4VkHDVmTIaw+MA8RdUPn1r9sW8eiPNBgeIu3iV5t2H0uwm2Bj4mEmQzcfaZ38kN89iaPn/6vczecw3Gqw0vwZ0Bbbnrsyz0bw/tv7TFQ98yqa56PgqAEOgPv5yHeiLYnnfW6O0FE0l6Ej+o+4hm6//Wmp5DbB3m6EPiLH62mm2FmaV/I/3tc71rL8PAL5Mu4tfrUzzFMdpIlUChv6weq3FcnKPWKXgyEMpOf+2dpAwAHxZNfKvvIbiuz0tXl83/F3sqzbC7nZqlZTaPBAD9HoUpfVHQBF/H5O7uYYq7/KLZHuJc9cIuZDwaZM/CB93+Bi1ddY/Xc+8fPzm4rnabDUT+bCsyZ2mxXutPJ/KRvA+z4BB17KgJEinQ7+8fNQT2L9GyHI9GkRbPKfkWa5rQlf42jqqgmwnvXT1ifGmWnjfl7wrr4hef3lA39lKf7MnJZqqx1fEKXxm7JfGf+tLA0RtR8Eo0DGknvFmhAHgpxZXQ6nLqwOAQYHCHwOKPxL1XmM5AKzLfsqk/FqVEic+6GV8zNdpu+D6Syi4MdTy+ZtPgS31Q2HKQJPnzTvRv1iXUwOjKPvcGj8g2BBwbdS3NTwXVkvMxxFlia4HVHrrv4z3Si07UdsNsDlNV7NLDd/BB6Uj7L5/4cg2WDOuIw6+XRGQ3R8bhM8GNTY+3qNrzPdWC9+X9uN/QeboiIIjTyLhwdCyoBBqpRpKBYPXikc7t7LoRlZfYgDkFdTGihsp2JJsaDoxH13Fp3wep5JM230JACDIrGZih76Z3fcAgA/rh0drP2q1kSlQp8estLsyjyYSoPc0k4dtC7/B3zY6Lg5igvFNahr+4uv7oPIF+n+Fk3r+k3ioj+1O1kPbCBviK8jg33hPvoyAKpOD+npObdq/pu0aMi59kWVAaM/r9zIwLzUNM9Pu4pnAH0S/HwDQ9kVAaztP0dQunwpe3UXfijmtiu/0RHGG7e8g0Px3fF/FhdBHrcC8h99AtYBqGNNsjMliYTodjl5NElwuc6rkQfwvDP4Nk0uew686yxvBYF/HmpL1hQnIvfgeSjJNv4sonfVma5N+XGP2o2fRZ9hXPuLrmb+svu8y61wWfB2UiLs4knf+NEO5+C/nMQJTpcwu/R/G1FiLXfqmNpc7OcUQiDaqFoyooIpaII2SQdd6FTmpvit9mPf9elXFexY3+w0zSp8yPpa7toiLgiMPNqz4LZPHj15uzbvcyjG2e/iv0Ds7oa39Q7ZuSQmC9MIbAgbk5iH34lsoTOGvtgWAA9eSceBassXEsjv1TZA6aBXQ6lkAwEclT1u+2YRp+fuX5ecZlcXfWd1PxOdwObWf8XOWuw3bieuUDIMuBYX8TY4PvAS0HIENev5jaej9lnfXXJJ28K3/EBBmu3nFmmohznVaDfGzfjHVKDT4qttXnGdsH/8DAyw/g4Zl0bGgEH4sizljBvK8C/jeXr+b+DaY1M7QJ2RQnUF4st6T+NmslrNPYh8s778cj973KJ6sx9+/hA+r80FRKn+5yjW72sv0CXXFRS0mphpaV6+BDYM24KWmpn1TuuUXONzrrWdePjJy+Y9N1H8Iv+ksm46Es1UHbxAZaNm8Y5M2ABfZ+IrHIdXxsc9rAICT+ppoGh+CtoXfoEfRZ0hjQwSt8t+Iiq4Q5RPgluYbajoVrMrq6OM+DS2bulgwqCtiaH2xwvaoQCWjRJCP9b1rtxP1fd2RFdkK/+gewFelA5Hud5/VoE5unlmqKsp8KP9us9mLfXX8P9wW1UNRLcQX+ckjjM895MBwb2sd/lgA47vXsXpBOuTgXTxbGgJbFx4/lrVyImAQ0/hBoN8spI06gQVW2uJZ8NdgfXQ3HaseWWUxo/R7d++hRWEhnrMSNFkTnj4DuZdsj/bgfsqlukgsv5GC7UkCOoFbOdmE+pmHjOXbcfze63x0P/ioxA+ZFlLTY1UIf02UrU/BAqgW4tzQ7gC19WYlywCQwd5ryVDyHItfdv0SH4S1xdNZ2XjHSvNvsK8aU9pNsXi+fWGhzY71ANCvVj/senIXPmj3Ad594F005+m7Ui+sHj7u+DGeb/w8AKBNKH//Nb5DSVdgfUDHupIeFe8t3yNDlwM1OgADTWvDuBeSfFgLMPgPFG6x8lmtjSWFc2r6kc7CR27x2abqhIeKPsHjxR+gWogvbiMMl7gBlB3p2njULVwMAPjkTjpeuVOIghuGUXS2OsLPHdoC+N9C5LI+GF78plOfwRpflQRpVxgFxpWMx5el/0N8qPWbnC51BWRGdyEKjjwI98J2Ui9slEm2wtA58J1+90OXWx8f6gbgp5Tb+F9Zn4aRHYStJ7FwCToVf2XlVRYTe9bFw034OxzeQxCu6cU3PTiNYRBVLdHqy6E8tQNPZudACaB2aG2LC/ATOblYnJKGYD2LPbqGGF78Jt4rGWG3GArWH2yJ9Rm69WY/s8bx7VGvpAQRApofWZ4L8qVpfTG4dXWEW60utxFa2LizqxPtWCfpAJb/c3hQ/ZsF89oOc0rGtCdVIMvyTotQL7QeFAyDN+9lGmcqBwBWYRq8No4U1v+CT6hPqKBhzTH+MTgw5AB+7LcEqNkZaGJak8SAga7Q8Dstza8NAChK68N5XYA6PYGR64Bw09qyF52YSoarQMvfl65cpzqG1/WF/Oeicr+kpCKSE3gavj7+I7JpQojpE7HN7JTSDobBWTYRRXA8X1FxWd1bIMvioZxSQOdv5x2AQsEAjQaicdF87LTTNGbEmu715zoarhfd6xsCkytmTYFST3E1qGU8Xup6H35+tg1izXJZ+aj5ejO6DwVHHuq54rK7lyF/ANogvFj8qsUyf5Z2hqrVCADAQ41jcfz9nhjYpCZaFxYZd+xDjW2fRCo4etAbTjiZMP3xJtq5c2NiKmrFArX8tSBidLtpOZIuPMDy5PRueoag9emgxE59U1xiHUuVsNJKrhMAQJzpsP2SwAQ82yFR8LpVSgUYAOPKRjRydavueHZdR08GDmVyt3Gx7+LCyWhnlo2iCfEJsblc+2rtUTekAYozDB1tSxubBhqj/Lpi2cPLkBDEHQHFzeosT2jop/aDQqkChv9jUbsDAPlXX0HOfx/yXmxtlTjQzuhCIf0Mn2iVgANv224WC0809G9krRweTz9gaF4qvPUEHq/7OJb3X867XLCeRTuBc4I91dr2KDZ7HmtuOEd0rltW8849DATeInBHfDpy6CiZinMot5lKbCLHdveF49A7PfDjM61w9L2e+OCtyUBPxzrP82IYkxs+pYLBm33qo3PdSGx/vSvWTuJ0ztaIGzQgNQqOPAj37vAOQgz/qNsbePM6NvL0EQl/ej6GdaxjfBzix3+n8tGjwnLROCKPNUT75j/BBalpeCM9A2/ds3JHGV7RIXhSH+c61wJA9Ty+jsSOX6DKTyr79A3wWckTeIEnOC1n/tmVLIs6JSV4pKz2rvCuWcASb7ov1SHV8OqD9jummxvESbM/8V4G1vVajPph9U0XimuBr0ofsyitLt/6aK31A9ejKK23sEKwLOoVl+DXW6kmc3fFBcSZzOslhqD5t+r0RM+I5janvBiVmYUXMrJQn9MU1Scv3zisel3ZAILXeAJmtUKN2Z0Woij1MYvXACBcEYCG4WW/K+PJXtq7aot96YAaQRX72XB6UQCs8H41n3T8BA/EPoAxTcfYX7jMcdyPXJ4JbxMj/BEdZKc5tKxZ194vl9UF4v1276NemLBzB8P5r7knzYMjK4H7q/cMx8mHbd81ef6Txxrj2yEt8O2Q5jbLcNPKCNP85OE232dSNCvfzNSWiwSvw57IQC0UCgZh/hpEBfkBHcZLtm5bfNRKRIcFAxNOGf7clCncGgqOPNiikWUXUYVhN5n/MB6sHw2lwuyHzHPbMaxdolPl6K2x3mSWj/LgyHS7UTodnsnOEdRJ21+rslvT5IggtaE925EQiZtVaK5uADZZ6cAMWHZCLH/08d17WPTgJmzNf9T6huLbAI99hwBNAFY/uhpxvrV5Fwv3td5sBwA+3T9EQixPIskXtuPL0sctntYV1EKnG40x4Z5lYBAfGG83J4y5pkXFeCw3Dz8++C0mtJiALvFd8LoyGtVKSvFWumOpGKxiFED78fjiocW4euljq4vFl5RiXGaW1ZntE0p1OHU1CSPMJged1HqS3SKoGNunTkeTJJZ7qOZDqBXCP6LQfMJoW0Y1HoWn738aC3svtFVZB4A/dOh/X3/82OtHuzVtXLeZcLyZ+LvV1//XUnj/G3OOhp/NEkJgtc+TwEzMz2bl4NC1ZHSLNx3g4qtRol+TWATa6KgMAIXQ4h/dAybPBWuC8Vg9y9F31lgraZNo/vNGWK0W0IckWl1faah0qQf8NM63AAAw9EO00hfRnSg48mDcYZHlVBJW108tS9WezBmZM+KK6d3qs5lZaKoOKXtkue3yi4DJxaDjRNFlWWmWqDDgivC7KT4vZmRhWFPH+3kUcvoLHHm3h40lLU9Y5bNSMwBaxNtOloZhq4AwQzv/fSH3oXE0/+itNjFt8GKTFzGz80z+9WjEj96Kzg/Ds1k5+PhOOlbfME0qyer57/CVCtunjAcSOuO5xs+BYRjEMxpsuHELQ0XO65bJ2q5OZxkGUKrBMAyK4IPie+0slmFYFg+W5Rhi7QQy5gbXNyS6DPSpONmb97W4T207eHT2V9o8ynotxFMivk8/tR/ebPMmWsW0Et1fZM24jqKW5yplrN/1P9I0zql1O+LFLuJGRbYwn/+srCOyD8sagnMHWRzbDPD54/z9g4pYQ7B1VF+Hs7jhyGpp1mSYGGHZTNqzQTQWj+oAxfijJs8v7/UTMGo78PhilMYI7JskwOA2wm6oPLkvIhcFRx5EyMmrgQSZVsv9pOsLvH0LWbUrmg4CdaZ3P/GlpcZqZlul26bnnMx7fGB32+aflbvVDtqaUBbbrimxZ2xmFrQq8R363isZgfP6eJM5fsIDhDVDjCibgmUSpzZGqvmBGIbB2OZj0acm/xxrJh23zba5ipvqgaeW69HcPNxXUgoEV9zRbxozBF2jLWucagQ5ftcv1K8628GouaLbj2Ko1rR55dD1ZIQ4mfU8xE+DeUNbYP4zrSxqaCPa8A2bF3/an3pHfK1arJ0RbqLYODwbVQt2eLW27uEYhnFq3Y7QqPgvdc935B+wUovTXBvuEw4ERgPdPwD6zABUIof7C9C0bK7IQFXFTU6f4hlYG/o03il5zmL52QLm54so73OpqDgPRpWWol5IbaBaC6DhAPH9m2zldbXINcX5zpuW5TLq9JrIDcqHgqOqTmN/FIQQ162MVutgdQZqG0P4NRKNUrDzy/+dtazOXqZ7EL2LP8Mt2B41w1Ueb0zMyMSWpJu82Y+FhkidqnUSvF2hmlfn9McKTeRfqMVwoFNFjV/tqEDM6fM+EoNMl08ISsDc7nPxW7/fHCtMXFkQ3dRQO8PXYVXHm3PbthE+90PLCYa03NX6C9+X5vo2juXNCp4YbTtZJpqW5Yuqa3vC4PaFhTj68EpRZepUUIiJ9zLwfaD1+fiEeKCW7XxZcnmyVQKuM/zNREIUiOhT9e7DfGkPDL/W5TdTUJLTAPN7zTc83WmiIU+YE6x1kJ6elo6Rmdn4rVVFf6arbCz+DhuJLFjWpAoL/Cu2tbTLV+iQX4DveebodNb47nXQ4/4odK4TaXI9KS6sjo5xXTGk/hBgwDzgrSSgRnuvqTqqVMFRYmIiGIYx+XvrLdNEiklJSejfvz/8/f0RERGB8ePHo1hEG74rmdYyOHgESRTsCJXKGk6w1i7+YXoW+/L4ymT5+crviHsF1baxRuvut6hVM2yjb1ltmHnuk6CBs/BE0XvY0EBYluG8ay+hYZG1YM9Q4mgr/VuE7s3+9/XHt9lCMtqKPD6G/wN0ebPiDg5mJ+pHvhZ87HSK74RGEdazptv0zN+GLMLtpe7kyWJchqHz/+PlfYi6vAn0+wJspPMd/kXr+ibw9ErgfwvtLqpWiEuZyAAYmZWD9naGvdtjnkemDedGpluC46MenU0V+un/mmDyy+vQPqqFoP5f5koj6gNtnQtiAMN0OoU3nkHtUHGBWs+yYDouWHgurgi9HhMzMlHDzzQQN0+4mA3hzefcy0njsPr47vYdm1MVOWpiz7qYP7y1oXZVG4isx37FiOI3UAQtPm73OSa3nWwojI97awudJVEPKs8xdepUjBo1yvg4IKAi6tbpdOjXrx8iIyOxZ88epKenY/jw4WBZFnPmzJGjuNJrOBA4sxpI7CD4Lc50Y0orG1XH2MgEGMAT6CSozUazhN2H5Tev4Ipajab168B6N1tLI9onosYlPxy08vozpRrUvpdsMflj36bV0bn+BPjnXAPOGp6z9VXoC2pg2a3baFzTtLNg30axuHD7os0y6qCws3YDBaNA5z5fA3utj46zS82TqK1mZ8Mfh7Odhu2Kbw1c2GD6nE8QUKurU6t9scmLlk+yLJ7JzkHX/AIklDc7+UcCrZ8HNh0wXTbSsRncaxaX4J4vT61W2VWIm1k9wDcMqO1MNmfpBfNmBa8oc7Bejy1JN7H/8e/R4z7bk5xKie82yEfth+/7LrZ43lZz3KA6g7Di4gpM6vA6EPsA8I31TuEAoEz6RGxRBXm1Z13UiwlExzoRKCiuuNFpXC0YuG349+PZOfgzKBDjmo2zua43+9ZH0r18PNWmOib8fhyX2Wo4df9ELDqRD2CdzffKNRVHca1e2KH3/nqXShccBQYGIiaGvxPspk2bcPbsWSQnJyMuzpDc6osvvsCIESMwbdo0BAXZnsfIE9i9nKk0wJBl7iiKCTEX2o/vpKPZfWZNFQyDID2LZkXFAMMITrUPAFMeaQjsTMCf581eKIv6VGDQ2UrOE3+tCsjhfQkAsOT5tna3P/bB2qgfEwis4H9do1SABWPlO+J5rk4PYK/dzZpQKzkXvl7TgLsXDXNzyan9eENtFKMA1ourARhS/DaeSV+Mn8Mtg5HRTfnnCmRgmAG94gkrlwcRNw7ctc+4k46vQ0MwNJv/gFEDWPXIKuihlyaTsMSGtKmOpQdsz3kWrdPh0VoPAWrHa6AVRXUAkflEe+fmYWOAP4Y3tD0QIy7EF1smduGdS+2Ddh9gYquJCNIIO483j3dN4loftRIDWxj65l1Pr0i38ceL7aDcsAI4CryXnoGFaR/hyeG2p3yJCNDi9xcNAw4m/H4cAHCxznNYcewEAu0FRyYNEdzzjPvCJr4+l5JOQeRC3h/emfn0008RHh6OZs2aYdq0aSZNZvv27UOjRo2MgREA9O7dG0VFRThy5IjVdRYVFSE7O9vkzxWkzj4qBW6Jqmks+1mwpVbOgn0/M/x/0HyLlx7NzbM94iO+NYqhRuNCy/cCwMKR1ofVS6lNzTB0qG2/6UKtVKCvjWSbf4xuZ7pnRXTSttehe0xGJpoXFqJ/rf4VT4YkAGP2AS1H2Hyv2ARxT99vbw47MyqNoY9GRB37y5rZq2+Eb9NmQlNqehGM9I2EwonRQs6I0enwyd10NLTRDF87tDbqhlomJBXLFRcQH7Xp91YrUtom+M1JNzEuRQVFfnM0jLMMUJpGWh8ZNfNOOvYo69pcplztqADeOdAYhjEJjAaVzaHYvJT/OLc2SkzM79OeAE6CW5WSgUZZnpYFYEsc6/OlEFg+ua4nEn59sqpUwdErr7yCZcuWYfv27Rg7dixmz56NMWMqkpelpqYiOtr0biE0NBQajQapqanmqzOaPn06goODjX8JCc5lVHWUU8fc8DWCF21spRN1Q/9qmHYnHT+l3MbsrrNxn28XFN+zMiS37YvAO7eBBlZy/PiGWC9AXDMAQI6V9vVuPCkOPFmzhBC83trQ2fmp+k/ZWVqclzKz8XNKmkNzognBvUg70v/DoW3qKwKijklteXMxiVqfFIEGNyFdv1nOr6+WM316yjDiOq6bN5/3ahCNp9tKl08mRqdDy3wlGCgw2mzo/JD6Q9A6xkauMADBEge9LYqKsCXpJn4q4E8rIHQUqjPCA7T4anAzfPd0C6iVzn2+4e1qoH5MIPo0irGYaoOPkCBFyxnFt3GCsxOUVy4eHxxNmTLFopO1+d/hw4cBAK+++iq6dOmCJk2a4Pnnn8d3332HBQsWID29InMvbzUfy9q8Q588eTKysrKMf8nJydJ/UIGspdW3q2YnwN/5oOKR3Dy0LixC9xrd0SlkHMDa6ExaPos3X6cmznP+WhXMQ78m8RJ03gssb16196W5vpr3mQbPYN3AdZjcZrLLt+UqUqUlsKVWYCOUZFTkLfIr9cVzWTbaPeXQ2nJotWhPOTjaj6vz6069nWEY9OKZyd2pdZb9lsznxWof155vcZeL1ukcztQulUebVUOfRgKncbIR8H74aCNsmNAZPmqloOZ+IZ86PECLN3rXw+S+9VEvxrG5FcWqEe7eQUOO8vg+R2PHjsXgwYNtLpOYmMj7/AMPGLKRXrp0CeHh4YiJicGBA6adMzMyMlBSUmJRo8Sl1Wqh1br+LsO0GtR97bJ276wDy3/Y1pez1+dIybLQmV1cpz7aEMeTMtHj/mhgm+nyC4a3xsqjN4Dttotm1eDfgFDrU2S4G8MwSAh0UY3j/Y+4Zr2CSHucTmj4FUYePGR87NBlrcEA4Mp2oNEg/tfLayhGbQN+fNCRLYgW4evcyDILPsFAgPM3O65ovpM64HKe4SiyltjU2vJu1XIkkJkExDXHkLbZWHYoGW1rWm92qxVpf94xoTczL3dzPG2CI+6LDMDCka0R6YaaO2d4fHAUERGBiAjHTizHjh0DAMTGGi7u7dq1w7Rp05CSkmJ8btOmTdBqtWjZUvzcVlKzdzA7PbrIbP3mVd9822hVsw/Q7mX7q7bzupIFdGYLPdMuEc9YJjcGYJjf58Uu9zkeHNV332gbo6dXAls/BHxDgSs7XLstbm0cT78uWbQb6/QqHL0shXBHYj2+CNDrAGXZ6Y17SIdUBzqV1bhUc99vPswnDD+FtIXvmb+kWaGH9mn1USvxXj++3EECuHqyXr0PSrKaQx18zLXbcUT/2cZ/NokPweF3eyDUylyZlYE3dI3w+OBIqH379mH//v3o1q0bgoODcejQIbz66qt45JFHUL26oV29V69eaNCgAYYNG4aZM2fi3r17eP311zFq1CiPGKnm7g50b/W1P7Fl4sCfJNmWRXOgeSCY0AZItz0c3u42rL1Qtxdw+5TAdTixD2p3N/xtetf1wRGXCzL2OqSXmAQM0jjybg8UlOjgc5QzoIJhKgIjcxOEHQeWnP9tttaEAzLmVBMcejgRpDSIDQKkSuLqAqV593lmcGQmQoJaFbk6Rrs6xnWXShMcabVa/P777/jwww9RVFSEGjVqYNSoUZg0qaITqVKpxNq1azFmzBh06NABvr6+GDJkCD7//HMZSy6OO447ob8pZzsYmugzHQhOABoNNH3+tfNAQSaw3nIqC8G6vAmE1wbUfsCftocK//pcWzy1wNCHrY+A5oFHebJhV1mOnI3NDugwf9t3y+Y3EE53qr2vO3B5q3Pr8GJsZbmSEQuuuNkWu05vHrhWaYKjFi1aYP/+/XaXq169OtasET5ySz6uOGnxH6p8OUN4JZZNbRFmmMl5RIdErDuVgn6NY9E7LBj460fHi+YTDHTj6awcGMPpWO0glRZoNgRItpYmskK7WuE49l5PHE/OROe6kTaXbZ9fgI/uSjzjvBs5VUsmivDtNIkPwWs96+KLzRck27rNfjWPLwQubASOfSTZ9gRRcoK6AE/ro1P5iDrS3VTl0rWe7fOLsyrLkHq5ePxotSrF1QezlV9LjXB/fNBfQD8BvzBg8k3gZUOH2SAfNTZM6Ixx3eugbvOOhnQB44/zvJHn4lQ+x5YHCvXXoFv9KIvJRs09lJfPv8ucSKBXKSV2BGKaAE1sJ7wrN657HfiXNc24PIu3TzDQ5Ann1lH+/gQ7I4i4iToVCmDyDeDN6xWjOjk8MeeZWFPaTRH5jqpVi/XTcNfmazNtmqta360UKDjyIAoBu8NVh/jIDvyzU1vQBljvz1GzExDGvx6Tco9cD8Q0FlU+j6T2Ax63nOIA7V4GEh4A+gibs63SU6qBF3cBA3+QuySuEVbLMKnmyA22l+vwKhBZH+gxxfBYG2g735fE+FrQWse0RpRfFNpHOjeJLZ9BdStGC3pLVmR3Uti5+XLUt0Na4LHm1TCyQyL/AlSlJEilaVarDGoE1UD94BY4lVwEODAzudeo4ZqcJ6/dy8Co2Gg8kyV9BvOu9SKx47zpjNZMu7FAwwGWC/sEAc9tlLwMUrvAxttdRrIaDCsnZFclr+RqGd0SB1PtN6k6Rcikmv7hwMsHeF+K8o1CWkGaiA1KE2z4qHywadAmKLJuAgdXS7pu71VxrO6eJEGyTjfr1yQW/ZoIzKtErKLgyIMwDINvH/webT6puh1EnfFAYREOXEuGnzOdTK1cxL9+qjm2nUsD/rK/rF0BnJxaauGzbEttn74hfoh8Gy8M7CNbGSa3nYydN3ZaPC/l5fn5xs8j1CcUHeOsZHMXwsV32789/Bt239iNKfumuHQ7fJQKpaGZT24e2Dk8IUy+36cnckciWE/hAb8IwhUV5IN14ztZ3LE81SYB8aHOTmZp/8B2eR8PF3MqMLIhyEeNAc2rSbMypdrQd+vtFEDhaA2hNJ/zYEB3INb+fFauUi1Aou/Uxn7XKDV4qv5TSAiSZ9ofIaL8oqgZSmqtyjKZ9/jA7qLloyTb1Qp3ZYmIF6GaIw/UgGfSxukDmwB7auDvs66L3CMCtAD/5PVOo1O9Ga39DLfuUIVuBKs8OQMuWTqY9/sCePBdw0CS87abLP96uQPWnEzB0AeqA0mOZp4lABARoEHT+GCAYUyTs3oZqjnyJi6udt771oMY3j7RpdtwGe65t7OVCVKjGxr+L8Ecc6SMhMck3wV0s07+zPVEBAeOhzYF5XdkEp/fGMYQGAmQEOaHl7rehyAfNd0xOIlhGKx+uQNWj2nv1c1wVHNEjDQqhWv6Hri7L8GD7/A/r/E3NGUppbmbqQzDre1xZ23DP4/9Y/FcGkINI8F+L+svVPm/cmGk/k35hlb82w2d5AFg46CNOJ52HL1/fsot2yPu481BUTkKjrxM1/wCnNNqEOnrQAKxSnDAOk3D08HSAzuCViXHhh1Dsa4YftY6pwsZCeZy3v/b4QbzFtNTaPyBF3cb+sBJdPNgT1xAHOIC4tyyLXG8f19LbWCdgVh5cSXGNB0jd1HchoIjLzMqMws1SkrQdiy1i7sGnRjdTaVQQaWgU5Gr1Ymq6Of27RCeJKyxTdxYGg9WszMQ1QCIul/ukkhHxRnM48Bv7YN2H+D5Rs979KAGqdEZycuoAfTLywd8I1y2DVeEB5Wybia0htwlcJq3VZpVhaZMV+EmHawbHShjScyofIHSAuC+B+UuiYFKA7y0t3LVtPuHAz0/MtQKasRn8FcwiioVGAEUHBE3keoaHB9gP3Gh2zAyjmfwtqhGpEr+8WTz71sPoqBYh1A7E/y61bgjwPW9/AlV5VKZAqNyHcbLXQKvQsFRleL9P/j7Qu6TuwjEI1E0JUS1EGdzpdnhSFARXA1o8rj0ZSHECTSUn5ihi0xVUhlvkKsGD/2demiVX2Sg1v5ChHBQcETcgAVLV2Hizdx8/FLfKmk1jAvG6C5U60yEo+CoKun/ldwl8FCeebdLqi6aPkR6VmepJ4QHBUdVSZ0eghZ77V4GAGBkw5GuLI1nohouj1YZkssRIoV+tfoBAFpFt5K5JJUTdcj2Jn7umRSxeVExDl1Lhs/wiW7ZnreiCzWA8Npyl4AQQRgAuvxaAABfpYs7prvB+w+8j07VOqFTfCe5i1IpUXDkTZoNAZIPALW6unxTPh7asZJ4mA7jgaJsoH4/uUtStai9/+IuB7YkDLkX38LGSTIdr4kdgUPzJVmVn9rPWHtEpEfBkTdRqoEBc+UuBXEjqx1zI+u7tyDWqH2B3tPkLoXrR0k1ftxwUQuv49rt2DP4N2Dz+8DAH+Qth1X8+8EjalnLisCWhsBPZWWqGldrMAB4cgllI/cCFBwR16NaKOk1GwIU3ANqdHBqNfYuWaxM+27BiFYYtfgwpj7aSJbtW6j+ADD+GBAo81xg9R8y/BHvxDDA/Q/LXQoiAAVHhHAzXbOs4E7ZTSJkvPtTKIEOr8i3fRdrf18ETk3pbTLlhezCasldAkKIm1BwREx5eC2PS/K/hNc29OPyDQUU9gdw7rh+Axktnkb1oOrSl4UYeVRgRATy3H2m4Nz0ePhpjngACo4IYRjgmb8ELx6u1yNc5UETdxJC7Ar316B7/SgwDBDip5a7OMTDUXBEiCM8oYNpFUSZo4mjGIbBghGt5S4G8RKUBJIQQohEqL2KVA4UHBFCKoHKdVEO93FPwldCCD9qViNuwKJnXj42+/vJO8KLEA/3RZcvcPLOSfSoIWyqH0KIa1BwRNxi6p10dMwvwINPfit3UQgHdZ3yLL0Se6FXYi+5i0FIlUfBEXGLAJbFwNw8wCdE7qIQQgghNlGfI0KI16DRaoQQd6DgiJiKoFnWCSGEVG0UHBFTLUYAXScDIzfIXRJx5J4QVGJvtHoDAPBJx09kLknV0KlaJwBA38S+MpfES5XP8dfqWd6X7w+7342FIcR51OeImFKqgK5vyV0K8Ro8CvSeDlRrIXdJJPFMw2fwZP0noVVq5S6KR3HV7O4zu8zEnpt7jEESEWnYKuDuRSC6ocnTewbvQV5JHiL9ImUqGCGOoZoj4nrumMiIYYB2Ywyzp1cSnhAYjWsxDgDwv7r/k7kkdjh5jPmr/dE7sTf81H4SFaiKUWmBmEYWwx+DtcGIC4iTqVCEOI5qjgipwux1cO6T2AetoltRUkJCSJVCwREhxKYI3wi5i0AIIW5FzWrEu3jKSO6ganKXgBBCiItQzREhYgz5A7i4CWj9vNwlIYQQ4iIUHBEiRt3ehj9CCCGVFjWrEdeLqFw5iAghhFRuFBwR1+v/NdBsKPD8VrlLQiqrkOpyl4AQUolQsxpxvcBoYMBcuUtBeLSuGSZ3EaTRcgSQeR2o1U3ukhBCKgEKjgipgna+0RUHrtzDwBaVZNSdUg30+ljuUhBCKgkKjgipgmqE+6NGuL/cxSCEEI9EfY4IIYQQQjgoOCKEEEII4aDgiBBCCCGEg4IjQgghhBAOCo6qGHuzsBPiiVrHtAYAPF73cZlLQgipCmi0GiHE433b/VucTT+LZpHN5C4KIaQKoOCIEOLxfFW+aBndUu5iEEKqCGpWI16lSUQTuYtACCGkkvOa4GjatGlo3749/Pz8EBISwrtMUlIS+vfvD39/f0RERGD8+PEoLi42WebUqVPo0qULfH19Ua1aNUydOhUsy7rhExBn/PXoX5jUehKGNxwud1EIIYRUcl7TrFZcXIzHH38c7dq1w4IFCyxe1+l06NevHyIjI7Fnzx6kp6dj+PDhYFkWc+bMAQBkZ2ejZ8+e6NatGw4dOoQLFy5gxIgR8Pf3x2uvvebuj0REqBVSC7VCasldDEIIIVWA1wRHH374IQBg0aJFvK9v2rQJZ8+eRXJyMuLi4gAAX3zxBUaMGIFp06YhKCgIS5YsQWFhIRYtWgStVotGjRrhwoULmDVrFiZOnAiGqfwjuRiGoZoyQgghxAavaVazZ9++fWjUqJExMAKA3r17o6ioCEeOHDEu06VLF2i1WpNlbt26hWvXrlldd1FREbKzs03+CCGEEFI5VZrgKDU1FdHR0SbPhYaGQqPRIDU11eoy5Y/Ll+Ezffp0BAcHG/8SEhIkLj0hhBBCPIWswdGUKVPAMIzNv8OHDwteH1+zGMuyJs+bL1PexGSrSW3y5MnIysoy/iUnJwsuEyGEEEK8i6x9jsaOHYvBgwfbXCYxMVHQumJiYnDgwAGT5zIyMlBSUmKsHYqJibGoIUpLSwMAixolLq1Wa9IU5818lD7IL82XuxiEEEKIx5I1OIqIiEBERIQk62rXrh2mTZuGlJQUxMbGAjB00tZqtWjZsqVxmbfffhvFxcXQaDTGZeLi4gQHYd7u+57f4+09b+PN1m/KXRRCCCHEI3lNn6OkpCQcP34cSUlJ0Ol0OH78OI4fP47c3FwAQK9evdCgQQMMGzYMx44dw9atW/H6669j1KhRCAoKAgAMGTIEWq0WI0aMwOnTp7Fq1Sp88sknVWakGgA0i2qGdQPXoUtCF7mLQgghhHgkhvWScd0jRozA4sWLLZ7fvn07unbtCsAQQI0ZMwbbtm2Dr68vhgwZgs8//9ykSezUqVN4+eWXcfDgQYSGhmL06NF4//33RQVH2dnZCA4ORlZWljHwIoQQQohnE3r99prgyJNQcEQIIYR4H6HXb69pViOEEEIIcQcKjgghhBBCOCg4IoQQQgjhoOCIEEIIIYSDgiNCCCGEEA4KjgghhBBCOCg4IoQQQgjhoOCIEEIIIYSDgiNCCCGEEA4KjgghhBBCOCg4IoQQQgjhoOCIEEIIIYRDJXcBvFH5XL3Z2dkyl4QQQgghQpVft8uv49ZQcOSAnJwcAEBCQoLMJSGEEEKIWDk5OQgODrb6OsPaC5+IBb1ej1u3biEwMBAMw0i23uzsbCQkJCA5ORlBQUGSrZeIQ/vBc9C+8Ay0HzwH7QvnsCyLnJwcxMXFQaGw3rOIao4coFAoEB8f77L1BwUF0UHvAWg/eA7aF56B9oPnoH3hOFs1RuWoQzYhhBBCCAcFR4QQQgghHBQceRCtVosPPvgAWq1W7qJUabQfPAftC89A+8Fz0L5wD+qQTQghhBDCQTVHhBBCCCEcFBwRQgghhHBQcEQIIYQQwkHBESGEEEIIBwVHHmTu3LmoWbMmfHx80LJlS+zevVvuInmNXbt2oX///oiLiwPDMFi9erXJ6yzLYsqUKYiLi4Ovry+6du2KM2fOmCxTVFSEcePGISIiAv7+/njkkUdw48YNk2UyMjIwbNgwBAcHIzg4GMOGDUNmZqbJMklJSejfvz/8/f0RERGB8ePHo7i42BUf2+NMnz4drVu3RmBgIKKiojBgwACcP3/eZBnaF643b948NGnSxJgosF27dli/fr3xddoH8pg+fToYhsGECROMz9G+8FAs8QjLli1j1Wo1++OPP7Jnz55lX3nlFdbf35+9fv263EXzCuvWrWPfeecddsWKFSwAdtWqVSavz5gxgw0MDGRXrFjBnjp1in3yySfZ2NhYNjs727jM6NGj2WrVqrGbN29mjx49ynbr1o1t2rQpW1paalymT58+bKNGjdi9e/eye/fuZRs1asQ+/PDDxtdLS0vZRo0asd26dWOPHj3Kbt68mY2Li2PHjh3r8u/AE/Tu3ZtduHAhe/r0afb48eNsv3792OrVq7O5ubnGZWhfuN7ff//Nrl27lj1//jx7/vx59u2332bVajV7+vRplmVpH8jh4MGDbGJiItukSRP2lVdeMT5P+8IzUXDkIdq0acOOHj3a5Ln69euzb731lkwl8l7mwZFer2djYmLYGTNmGJ8rLCxkg4OD2e+++45lWZbNzMxk1Wo1u2zZMuMyN2/eZBUKBbthwwaWZVn27NmzLAB2//79xmX27dvHAmD/++8/lmUNQZpCoWBv3rxpXOa3335jtVotm5WV5ZLP68nS0tJYAOzOnTtZlqV9IafQ0FB2/vz5tA9kkJOTw9apU4fdvHkz26VLF2NwRPvCc1GzmgcoLi7GkSNH0KtXL5Pne/Xqhb1798pUqsrj6tWrSE1NNfl+tVotunTpYvx+jxw5gpKSEpNl4uLi0KhRI+My+/btQ3BwMNq2bWtc5oEHHkBwcLDJMo0aNUJcXJxxmd69e6OoqAhHjhxx6ef0RFlZWQCAsLAwALQv5KDT6bBs2TLk5eWhXbt2tA9k8PLLL6Nfv37o0aOHyfO0LzwXTTzrAe7evQudTofo6GiT56Ojo5GamipTqSqP8u+Q7/u9fv26cRmNRoPQ0FCLZcrfn5qaiqioKIv1R0VFmSxjvp3Q0FBoNJoqty9ZlsXEiRPRsWNHNGrUCADtC3c6deoU2rVrh8LCQgQEBGDVqlVo0KCB8WJJ+8A9li1bhqNHj+LQoUMWr9HvwXNRcORBGIYxecyyrMVzxHGOfL/my/At78gyVcHYsWNx8uRJ7Nmzx+I12heuV69ePRw/fhyZmZlYsWIFhg8fjp07dxpfp33gesnJyXjllVewadMm+Pj4WF2O9oXnoWY1DxAREQGlUmkRvaelpVlE+kS8mJgYALD5/cbExKC4uBgZGRk2l7l9+7bF+u/cuWOyjPl2MjIyUFJSUqX25bhx4/D3339j+/btiI+PNz5P+8J9NBoNateujVatWmH69Olo2rQpvvrqK9oHbnTkyBGkpaWhZcuWUKlUUKlU2LlzJ77++muoVCrjd0D7wvNQcOQBNBoNWrZsic2bN5s8v3nzZrRv316mUlUeNWvWRExMjMn3W1xcjJ07dxq/35YtW0KtVpssk5KSgtOnTxuXadeuHbKysnDw4EHjMgcOHEBWVpbJMqdPn0ZKSopxmU2bNkGr1aJly5Yu/ZyegGVZjB07FitXrsS2bdtQs2ZNk9dpX8iHZVkUFRXRPnCj7t2749SpUzh+/Ljxr1WrVhg6dCiOHz+OWrVq0b7wVO7t/02sKR/Kv2DBAvbs2bPshAkTWH9/f/batWtyF80r5OTksMeOHWOPHTvGAmBnzZrFHjt2zJgKYcaMGWxwcDC7cuVK9tSpU+xTTz3FO1w2Pj6e3bJlC3v06FH2wQcf5B0u26RJE3bfvn3svn372MaNG/MOl+3evTt79OhRdsuWLWx8fHyVGS770ksvscHBweyOHTvYlJQU419+fr5xGdoXrjd58mR2165d7NWrV9mTJ0+yb7/9NqtQKNhNmzaxLEv7QE7c0WosS/vCU1Fw5EG+/fZbtkaNGqxGo2FbtGhhHP5M7Nu+fTsLwOJv+PDhLMsahsx+8MEHbExMDKvVatnOnTuzp06dMllHQUEBO3bsWDYsLIz19fVlH374YTYpKclkmfT0dHbo0KFsYGAgGxgYyA4dOpTNyMgwWeb69etsv379WF9fXzYsLIwdO3YsW1hY6MqP7zH49gEAduHChcZlaF+43rPPPms8l0RGRrLdu3c3BkYsS/tATubBEe0Lz8SwLMvKU2dFCCGEEOJ5qM8RIYQQQggHBUeEEEIIIRwUHBFCCCGEcFBwRAghhBDCQcERIYQQQggHBUeEEEIIIRwUHBFCCCGEcFBwRAghhBDCQcERIYQQQggHBUeEEOKErl27YsKECXIXgxAiIQqOCCGEEEI4KDgihHgtlmXx2WefoVatWvD19UXTpk2xfPly6PV6xMfH47vvvjNZ/ujRo2AYBleuXAEAZGVl4YUXXkBUVBSCgoLw4IMP4sSJE8blp0yZgmbNmuGXX35BYmIigoODMXjwYOTk5AAARowYgZ07d+Krr74CwzBgGAbXrl1DRkYGhg4disjISPj6+qJOnTpYuHCh+74YQohTKDgihHitd999FwsXLsS8efNw5swZvPrqq3j66aexe/duDB48GEuWLDFZfunSpWjXrh1q1aoFlmXRr18/pKamYt26dThy5AhatGiB7t274969e8b3XL58GatXr8aaNWuwZs0a7Ny5EzNmzAAAfPXVV2jXrh1GjRqFlJQUpKSkICEhAe+99x7Onj2L9evX49y5c5g3bx4iIiLc+t0QQhynkrsAhBDiiLy8PMyaNQvbtm1Du3btAAC1atXCnj178P333+ONN97ArFmzcP36ddSoUQN6vR7Lli3D22+/DQDYvn07Tp06hbS0NGi1WgDA559/jtWrV2P58uV44YUXAAB6vR6LFi1CYGAgAGDYsGHYunUrpk2bhuDgYGg0Gvj5+SEmJsZYtqSkJDRv3hytWrUCACQmJrrrayGESICCI0KIVzp79iwKCwvRs2dPk+eLi4vRvHlzNG/eHPXr18dvv/2Gt956Czt37kRaWhqeeOIJAMCRI0eQm5uL8PBwk/cXFBTg8uXLxseJiYnGwAgAYmNjkZaWZrNsL730EgYNGoSjR4+iV69eGDBgANq3b+/sRyaEuAkFR4QQr6TX6wEAa9euRbVq1UxeK68JGjp0KJYuXYq33noLS5cuRe/evY3NW3q9HrGxsdixY4fFukNCQoz/VqvVJq8xDGPctjV9+/bF9evXsXbtWmzZsgXdu3fHyy+/jM8//1zsxySEyICCI0KIV2rQoAG0Wi2SkpLQpUsX3mWGDBmCd999F0eOHMHy5csxb94842stWrRAamoqVCqVU81eGo0GOp3O4vnIyEiMGDECI0aMQKdOnfDGG29QcESIl6DgiBDilQIDA/H666/j1VdfhV6vR8eOHZGdnY29e/ciICAAw4cPR82aNdG+fXs899xzKC0txaOPPmp8f48ePdCuXTsMGDAAn376KerVq4dbt25h3bp1GDBggLG/kD2JiYk4cOAArl27hoCAAISFhWHKlClo2bIlGjZsiKKiIqxZswb333+/q74KQojEaLQaIcRrffTRR3j//fcxffp03H///ejduzf++ecf1KxZ07jM0KFDceLECQwcOBC+vr7G5xmGwbp169C5c2c8++yzqFu3LgYPHoxr164hOjpacBlef/11KJVKNGjQAJGRkUhKSoJGo8HkyZPRpEkTdO7cGUqlEsuWLZP0sxNCXIdhWZaVuxCEEEIIIZ6Cao4IIYQQQjgoOCKEEEII4aDgiBBCCCGEg4IjQgghhBAOCo4IIYQQQjgoOCKEEEII4aDgiBBCCCGEg4IjQgghhBAOCo4IIYQQQjgoOCKEEEII4aDgiBBCCCGE4/9JB0eAOYOOqAAAAABJRU5ErkJggg==", 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    " ] @@ -1487,7 +1493,7 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 24, "id": "688909ef", "metadata": {}, "outputs": [ @@ -1499,13 +1505,13 @@ " [, ]], dtype=object))" ] }, - "execution_count": 14, + "execution_count": 24, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", 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", 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    " ] @@ -1527,13 +1533,13 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 25, "id": "a08c0c99-00df-4bce-b0ab-ce3a58307a3e", "metadata": {}, "outputs": [ { "data": { - "image/png": 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QK61Q7Y62ajYRnShkGapN9l1N2RKC4LuKrvHAbX2ARf2ArtEYuK8vAwMuiIiITmhXXnklHn74YVRUVIQs83q9ePzxx/HOO++0apuhU2k4oNrsgeeqzQEtzHEY0dFG83qheb1Q6+wtX0mSGvri/uAKX7/cH3RhrA+CNgSm/INOx0BoIiKiY1hZWRlOP/30sBndGvv5559x+umnY9myZYiOjg5bZ9OmTZgyZQoOHDjQon1rmoaPPvoIa9aswQ8//BA260ZT7rjjDrz++uutWudQzZ07F9dee22TQRperxcPP/wwHI7WnVM5lMAPRVHw4osvYvv27ViwYAEkTu9GRHRMYvBEG8nMzMTFF1+MDz/8MOzyF154AXfccQfi4uKCyjVFgVJrh1JbB7XW5ntcZ4NSXQvFZke00wkAcJrN4NAHER0xmgbN7Ybidrd4KhEAgCQhxuuBppNQs7cUktHgm2LEqIdg8N1Eg9531Z3/uaDXQ9Dr/I91EESx/V4XERERtSuz2Ywbb7wRTz75ZNjl77//Ph544IGgMk3TfNNo2OqDI+xQ6+y+IIlaGxROpUEnMkWB6nACDida/L9AkhqmCqmf6s9sCmSZq59WpH6ZwIF9IiKio8pbb73V4pP3f/75J+677z68+eabIcuKi4tbFTjR2O7duzFt2jSsXLkSUVFRLV7vSAVO7NixA7fcckuL36dIxyft4dtvv8Ubb7yB22+//Yjtk4iI2k6HB0+o6vEz1cS1114bMXjCarXi1VmP486LLw9OJ+tsInWsFvxYa4Poif+t+Q0fr1mOOqcLqqahzuWECg1GnR4mnR4u2QsBQHZCErYWFwSaYNYb4FVkyP7P65Re/XDPpL/gunmvo6yuFkadHuN79sFPWzdC9XdYLAYjZv/lEsSaLHjpxwUorbUi2mhCp8Rk5FeUodJWB48iQwDQMy0TNo8b5bU16J2RhX9PvxU6ScLLPy7A53+ugqYB6XHx8Mq+Npj0ekweMBQb9ufj193bAvsUBQGd4pNwoLoCmv91XHfy6Xhq0edwy14kRcegxuGAV1UgNroSJzshGVMGDcNn61ai1uVArMkMryzD6nRA04CMuHhU2uvglmUAgHDQx9O4TCdKuHDYSViyYwvKbbUQIEBWG4a5REFASkwsbpwwCc9//yUcHg8kQcT4nn3gkWWU1Faj2u5ArcsBvShhYKfO2Fp8AHa3C7FmCww6HWocDgzJ6YJnLrwS93zyHjYX7ocgCFBVFR7F10ZJEKC0oPMYYzThwSkX4NnvvkSN0wG9JCElOhZ9M7Px4Nnn47VfvsGXf64OvMcAkJOQhKKaagDAiC490D01Hb/u2gaPLMPhcUNWVdjdvu+YXpSQHp8ASRChaRpsbifq3C54ZRkaAKNOh7TYeJTV1UJVVRh1Onj837U4kxkDOuViZ2kxrA47NGhQFBWiKELVVMiKAg1AjMmMGJMJFXV1SIuLh1mnR4W9DoqqQIMA0f/pmA1GRBtNUDXfNqx2O2pdDrhlGQIEDMnpgrevvhn6RoOHf+7PwwvffwUAuGfSX7Bs5xYs27kVXZLTkFdRigNVFeiUkIQrTjoZ81evwJ7yEiiqClEQ8OyFV+H0foMAALVOBx5f8D/sKi2CoqqwGE24dvxpKLJWYeH6tXDKXhgkCSd164WuKWn435oVSIqKRWmtFQXVlchOTIbZYMDOkiKkxsbh/evuRGJUQ0R5rdOBxxb8D/sqyjBl0DBcPeYU3D1/Ln7bsx2xJgtO7tkHGwv2oXdGJzw85ULoRBFXv/sqdpYUQRIFdElOw91nnoNRXXsGfT+qbHV4bMH/UFhdiamDh2N7cSF2lRbh9L6DcNPESdheXIhnvv0cblnG7aedjdFde0F0ewA3ICsVkFvwu2V12HHbh+9gZ2kR0mPj8fpVNyI3LcN3xZxeB0En+dIV6yTfY0kH6ERs25+PJ+a+A4/sxb3Tr8OYocMhSCIgig33ou8eouDLptH4sSD4H4u+jBmCb+7Ddz/4AJ98/hlyc3Pw1N8fR2J9ikJBaJRYw1c/9HEDt8eDq669Bn+uX4+U5GR89MGHyMnJ8VU9eN36DQtC4LEgCNA0DU899RR++eUXDB48GE888URI2r9XXnkFCxYsQM+ePfH0008f9hRRH3/8Mf79738jPT0dzzzzTMS5Go+0xv2F46nvQB2L3yU6WrT3d/FIf9evueYazJkzJ+xApizLeOaBh/HgJVdCdHlQvSkPmsMFrQVtdHk9eOTzj/Drrq1wyQ2ZJgZl5UKBhv2V5XB6PVA1Delx8Xj18uvRNSUNAPDRymV4/oevoagqzHoDoowmVNpqIQgCzHoDuqakw+Z2orTWClXVoEJDvDkKd50xFWcPHBbSlneW/YgPf1+GWpcDFoMR/bNy8Mf+vRAFAS5/FgxREDA8txuuHDMRby7+DnaPGy6vBza3G52TkvG3cy5B74wsqKqKy/75AnaWFEMUfNOfePzHHfWijSZkxidiV2lRyHFIW+mfmYN4iwW/7t4edrkoCJg2eCR+2rIeNo87aJlRp0ePtAzcefoUfLr2d+wtL0XXlDT8umsbnF4PBEFAcnQM3rzyJvyydRNeW/xN2H3oJR0y4xNw5UkT8Nrib+H0uNE/Kxe7SovgVRQMzumMXSXFqLDXQQBgNhiRm5SCeEsUVu3dGXTMAgB9MjrhvzfcDUEQMG/FL3h7yQ9wy17EmMxIioqBrCqodtjg8nqhqmrY4ydJFKEXJciqAqNOD6Nej8z4RJw3ZBS+Wu87TrrnzGkYkts1sM5rP3+DJTs2B/reZoMBAGBzuXDnR//Gn/v3QgBgMhjhVWTEmsyINprQJzMbj0y9EFFGE+7+6F2s2L0dMWYzeqVlochaBavDjhqnHYIgIDEqBpIootpuQ1J0DN6dcRsy4v39VkWBw1qDp/87F5sK92FoTleU1FhRUluNc4eMwo6SQvyyfTMkQcCFw8fg9rP+AtFsxL+X/ohv1q1C107ZePy2uxCXlOjPduHPbFGf+aKDpvhTVRUfffQRli5div79++Ppp59GbGzsEW8HER076vtAdrsdt956K3bs2IFzzjkHd955Zwe37Oikqiq2bNnS6vVSUlKQmpraDi0CTjnllHbZ7tGuvh991llnYfr06UhOTsbWrVvx/PPPY//+/SH13377bdx5553o3bt3UPnMmTPDBk6kpKTghhtuwJAhQxAdHY2dO3fi9ddfx44dO4Lqbd68GU888UTE6cqbMmnSJFx22WXo1KkTysrKsHr1ahiNRtxzzz2oqakBAFx00UUoKSkJWXf58uXNbv/++++HK8K0fJdffjkuuugiWCwW/P777/jHP/6BurpWXBwG37hcVlYWRowYgWHDhiE1NRXx8fGIj4+HyWSC0+lEUVERfvvtN/znP/+B2x3cP37++edx2223BfpMZ599duB1vfvuu5g7d27IPh966CFMnjw5pLxnz54hZURE1H4E7UhMPHWQOXPmwOv1QpIknHvuuUd69y2jaRAdLgiKCqgqBFUFFBWCokJQFAiyCsiK/7HvBo8Xp9x/G/aXl4XdZFZCEn599FlIHXRV9faSQsx4701obTTclhQVjUq7rck6kiDAqNfD4fG0atvnDR6JwdmdMWvBJ4fTxONe95R07C4P7WC2lQFZOdhUGNohP55dN+40XDf2VACAoqqY/Ooc1Lp8GWAsegMc3vDf5XABNSIE/PbXJwAAT333Bb7asDZ4ueALAjkU/TOz8a8rG+bde/Lbz7Fg47rA8wuGjsJnf6wKu+5VJ52MClsdvtn8Z1C5xWDEN7c9AJPeECh7+Kv5+Hn7prDbefb8K/Diz9+g2B9IYzEYsPDWB2AxGFv1Wh784r9YvLPh4LxLUio+uq75gYxz33wOJbXWiG0/FBsK9uHGD/8ZeH5Wv8GYPfWiQ9rWSz8vwvy1vwWed05Kwfzr7mrVNr7Z/CceW/Rp4Pl140/HtSef4QumEwT8tns77v3o3cDyC0aNw8yp5weCMLT6YAx/cIgWCBhptExseJxfUowZc2YFTjyc1H8gnrrznpB6ge2LBz0P2T7CtOXgMgQFjXDqFzrSvvzySyiKAr1e3+o5UIkOR1sdE82YMQNr165tss6mTeH/lkekab6bqjUcB6mq77mi+I6J6o+BAsdHCgSPDEGWIXplXP70bPy+Y2vYzVsMRqz6+wuIs1ha1ax/Lv8J7/62uMX1s+IT8dmN96DW5cSZLz/Rqn3VEyHgfzfORFZ8wzzSv+3ZgZmfvt/ibehEMRCE3lhmXAI+v+lePPv9V/h8/epDat/RxqTXB4JHwkmJjkG5rXUD14dr+kkTMbpbz6A+Xlto3P+PNZnxze0PQidK+HHbRvzt648D9a4+aQJunnAmAOCZ77/CF8181pcOH4PshGQ89+PXrWpPt5Q0fHjNHYHn//r1Z/xrxS8tWnfOXy5DlNGIOz+ZFyg7b/AI/HXSuRHX0SQJmu6gmyQBkghNEoMeQ/TfC0LDfaOg5rB91IMCjDUBWLN2HR6Z9WigDedMnYrbbrstUIeIKJLXXnsNCxYsCDx//PHHMXLkyA5s0dGl/pjI4/Fgzpw5rV5/1qxZmD179mG1oT2C8iZMmIAlS5aElE+fPh3vvfdeSPnixYsxceLEkPL8/PywU1dE2v7EiROxdOnSkPK8vDx07tw5qGzevHmYMWNG2PbfcMMNePvtt4PKysrKMHz48LABEXfccQdefvnlwPMdO3agT58+IQHNPXr0wLJly5Cenh5U7na7MXHiRKxcuTKoPDo6GgUFBSEZtTt37ox9+/aFbftzzz2He++9N+yylmyjuVNW+/fvR5cuXcIGiT/99NP461//GlS2fv16jB49OmywRW5uLvLz80PKFUVp8bQbzz33HO6///6Q8q1bt6JPnz4h5bNnz8bf//73kPK5c+di+vTpLdonERG1nw7PPHG0EmQFxgOlgOIfMFQbAidQP1joHzhs7MLhY/DCt1+G3WZhdSW+27gOUwaPOAKvIFSFra7NAicAwOZuImuGn6JprQ6cAIDimuqgAUoKr8revgOPVc0ExxyPiqxVgcceWQ4ETgCIGDgBhAZOAIDaqLS8rjZ0+SEGTgBAtSP4szl4+weqKiOuW15Xi7K6mpByh8cNu9sdFIAQrt31yupqUWFrWO7weGB3u1sdPFF6UFta8r3WNA2VjeqFa/uhOPj1NvX6m1OfnaVetaMVc1tHak+tFYIsBxJXVFRVBS2vqK6CZHPiUNXm5wddsVlRVg7jgbKWB0qEDHoLgcHukHWDygANDcEcYbcvRl4/6Dka7gPlaLjXJAHQsftDRNQUweOFoaSqIYhc1RqCyuuPieRGQRT+4InGLho+JmLwhMPjxvyVS3HjqaFXVTWltX+X6/uytc7WzW/cmAoNVXZb0LFJWSvbES5wAvAdnwFAsT8Y9HjQVOAEANRGuDqwPe2vrkD3uvTmK7ZS4/5/rcsJt1eGziiF9t8a9ZdLDuofhlNeV4tDucTFetA83o332+w+bbVweIL78M19z33jIQrgDr9cqw+YkCR/AIUATfDf1wdOHBSce3B/s6GPCEAQULM7L2gfVQVFMBwoCxNo0URfM6gPCeCg8nBlgL9fieD9BDrl9XX8qwYWBM4DNqob9Ca2wYlCBo1QaxzO9XNNrasF/mn4cdS0hq+9pgXXa3QvBJY1uj+4XGtYR2i8jYPXCWw7tM1VhcVBTa7euw/6nG6+J43/H9X/XtSXB/2++P4Jd/wZ6bcDghD829B4WdByf5k/wIzIYrHgueeeCylPTU3Fo48+iuuvvz5k2Q8//BD0/KuvvgobhDB79uyQwAkAMBqNuPXWW0OCJ2w2G37++Wecf/75LWr7Kaec0qLAicPx448/hg2c6N69O+67776Q8sGDB+OWW27BCy+80OJ91AdOFBcX44svvsCSJUuwfft2FBUVwW63R8x60dgff/wRNniCiIiObh169kAURfTt27cjm9C0QQObraKpKjSvDM3tgeb24PI+ORGDJwDftBkXjD65ZfvXAJf/xK3JZA5/sN0KY3v1Ra/0LOwoKTy8DQGQBBGXjRqPeSsWB5UpB50MHpzdBelx8fiu0RXukihCaSItrygIuGHCJGQmJODD1csDJxwFBB8DZcQloKzW2uzUFDmJydhfVdHsa0qJjm3VAFNTmrviCgA6JSSioLrhxKfO/7609FBWEkXcMGESnvnuixbP7RZJuPdIL0mYMfZUPP/D13A1ETQgiSKiDMagIIO2FO571RYO/j4Bvu/e1eNOhclsBgCYzGZcMOwkfLbOd9AwZcAwrM7bhXJbLQySLjBFCgB0TUnD3vLSoO31TMsMbOvy0ROwZt8eeBvN1z0spyvKbXXYX1UeKIszWZAcE4s95SUhbRQgBAKgpo89LbDt+u2v278XXkVBblIK7j5zGq7698uB/Zn1Bji9Hpj0Blw8ajxkWcYN778VFFB1Vv8hyEoJTrN4xegJ2PLZB1A0FZ0SElFWVwuPLCMjLgFnDRyGSocdc/1XtE3qNxjZKWmt/t269uTTce/H8wItuXLMKUGvLZIrTjo58Bs0edBwZOfm+qbrkKSG6TkCU3c0elx/Ih4ChIMGaM/q2QXz/liB3QUHoJMkXH3hxYgfNiDkpLzQeFA08DB4QOWWBDN+fejewMHc9PMuRMKYYQ0rBM7nhxmYEXztu6RfV3y6eS3Kq6oQZTbjyuuvQ3KffoFAgvPGDMaHG1fjQHERDAYDrrn1FqSOOinM6xUbpikRRd/rFsWQx2e53Ri84w+sX78eoijipvvvQfYllzT/IR4Bqqpi+3ZfGvHevXtD7KAsTnR84bQddDQ43GOilsw/fCSOuTRVDRwTqS4PLpswHH/9+D145fB94o9XLseNp05u1XHOxaPG4butG+BV5OYrw9dXMJnN6GbKQmZcQkhgY0sM7tQZg7t0D5rW7cyBQ/GfVctQ2CjoVhSEkCkjAF9fdnjnbliVtyti+26aeBZW7t3ZbtNxtEak11EvUhaNeqf2HuCbzk+RQ/rLAHDxiDH4av2aZgNashOScaC6IqRNkdonAgjXKgHAradNQVpsHLKW/RD0mR2uxv3/84aOQlJ8PABgypARmL/2N5TV1cCsN+CikeMCfdvp40/DyrxdET9ro06HS0aNR25SCj5fvyrQl2/ucwEavk/1Lho5Dj9t2wS7x41oowkOtxsqNOQmpaC01ho4Xk2KjsHkQcNh0Onw3qplOFBVAb0k4fIxE2FJToTon7JDMBoaHhsMEAx6iAY9hMY3vW/aPeh07XIF8eWjBuODn75DcXExjEYjbr53JrpPmNDm+yGi40f9ceTUiy7A2i2b4Ha7kZOTg6vuvA1JSUkd3byjxtdffw1FUZqvSEfMKaecEnFqqr/85S9hgyd27NgBm82G6GjfNL+Rpr644oorcMUVV7SqPcuWLWtx8MQNN9zQqm0fijVr1oQtP/fccyOOF1144YWtCp6QZRkPP/wwXn755ZApOVqqoqL5cxJERHT06fBLL9vj5Icsy9i3bx8KCwtRVFSEqqoqOJ1OOJ1OCIIAo9GIxMREpKeno0ePHujWrduht0MUfVewmn1z0A8741R0794du3fvDlt96bZN8J42AimWWKh2B5Q6O5Q6O9RaG5TaOqh2ZyAyWms81hDhQoXWsBiMeO+a27GxIB+iIMDtlVHln981wRKFOLMFNU47ZFXFoE6d8ePWDdh4IB+iJOLi4WOQX1GG5bu2o2tKKq4cPRFJ0TGY0LMflu3Yim6paTil9wB8uu43rM3bg5zEJPTJysY5g0ZA0zRcMmIsapwOmPUGdE5Oxd7yElTa6rCjpAgCgEtHjUOV3Ya1+btxau+ByE1OAQB8edsDWLl3JxRVRa/0LJTX1cCiN8Lp9aB/Vg5cXg8+Wr0CelFEndsFo07C5SedjLm/LobVYcf0saegR1oGvl6/BluLDmDKgGHYX1WBZTu3YXjnLrA6HJBVBaO79UK/rBys3LsDZTU16JqaDofbhV2lxSi31WLaoBHIqyzDL9s3ISUqDrFmCzRBxZ/79iLKYEKfjE6INZmxs6wY3VLTce6QkdhcuB/r9+chKz4Rf+7Pw5aiAxia3QVxUVEYlN0Fo7r2wA9b1uO33TuQnZiE84eehCq7DRW2OuhEAWvy9yIrPgGDsjtjX1U5Fm/bjLMHDoUgCNh4IB9n9R+CjPhEjOvRG0t3bEFabBxsbhfyystQ63JgZJfu+G33DgiiiNIaK8wGI3qmZaDYWg2X7EWP5DTsr67A2YOGY3TXnvh113asytuJfpnZSIqOQVZ8EjolJuHUPgOwYP1arN23G9V2O07u2RcTevXD2vzd8MheTBk4HHqdDjtKCmHWG1Bpq4MkithXUYbdZSUY0aU7uqamoc7lQqzRjEp7HWpcDuSVl8LudqNvZjZ6Z2RhS+EBeFUFqdFxqHbYUOdyIjcpBf2ysrG7rAQlNVbf9u11SLBEwe52ocJWB6vTgXHdeyM5OgYr9+7CuB69Uet0wuZ2QVVVaNAgQISmqTDpDUiJjUOFrRYp0bEorqmG3eXC1pICyKqKq0ZPRHpcfND/m0fPuRjTBo2AIAgYlN0ZVocd24oL0DU5DdUOO1bl7cKIzt3QKz0Lf+7fi6LqKvy4dQOG5nbFjHGnBbYzvkcffHnrAyioroRJr4dHkTEkpys8shebC/fDpDfA4XGjZ1omooxGbDiQj9SYOMiKil93b8OY7r1gNhjx09YNGJ7bHQOzc4PaOaFnX3x56wMotFaif1YOoowmfHfX37Bw41r0TMtEv8xsbCsuROfkFKTHJQAAvrj1fizevhkpMbHISkjCkJwuIb8zZ/UfjN7pmSittWJgp86odtiwv7ICfTOzEWs2464zpuL0vgPhkWUMyekS/EN10O+WoD9ocNU/wDqlV1f0GXMSlq5fh2EDBmDowEEQdDrfTe+/10mAToKgk3zPJQlPXHcxLtqwAW63GyNHjmyTAdpYAN+M/xl//PEHOnXqFDYtY0uNHzkQKyaMxsKFCzFs2DCMGjWq1dvogV74ZelSbN68GT169EBGRkbQ8k4AfvjlZ6xfvx5dunRBdnb2IbcX8F3Z8Nlnn2Ht2rVITU09audUFEWRwRNEdFxp79+0cNv3er1YvXo1tm7disrKSuh0OmRmZqJr164YOXJk69tUf1wU5ZuKIz0zFSdPOBk///xz2Oq7S4uxMkbAORPHQHO4oNocUGx2qHV2KDYHNGfolVwDO+Vi0R0PYfmurSioqsLW4gPok56FS/zHEkXWKjjcLpTV1WF4524YmtsVACAIAhbd+TDe+20JCqorMbJrd2TEJeC33dshiRKy4hPRNzMbVocd+yrLIQoCXLIXGXEJGNWlR1DgBOCbvvDjm+7Bn/v2YlPBfnRLTceY7r3wxR+rkJuUgo2F+7GvohT9MnNwVv8hSI+Lx5/786ATJbhkD0pra9A1JQ39s3IAAINzOuOr2x/ER6uWIzcxBZnxCXjvtyUoslYhJToOWYmJOGvAEPRIzcAXf6zCzpIiFFRXwu5xIcZkgV7SwWzQo7y2BjEmCy4cPhrrD+Sj2FoFvaRDckwMdhQXIr+yHCa9AZnxCYgzW+CWPSioroIkiBjVpSdunHgmDDod3v99CbYWFaDGaUeX5DSkx8Zha0kBJvbqhykDhmNPeQnmrfgFqgpkxidAgIChuV2QlZiMgZ1yUVBdiYIqX5/0l+2bUGKtgk4noX9mLkZ27YE7T5uCl39aiM1FB3BS155QFBXFNVVIjolDRlwCeqRlYGhuVyzZvhn7KssxbfBIrMrbCZvLhVN698f2kkKs3L0DEIAhuV0Rb45C15RU/G/N79hfVYHsxGQ4PC7Y3G5cO+5UZPizhnx6831YvGMzdpUWYUy3XhBFEXpRh3JbLcpqawBNw76qcji9HlTZbYg2GuFVVIzr0Rs6SUKVzYZOiUnQSzrEmswYnNMFGw7kQ9M0DM5p6DOmx8bj05vvDel7A8BJXXti4R0PYcGGtTAbjOiemo495SUYmNUZbtmLnKRkZPrbW9+X752ehU4JySioroRekrB4+2YkRcegR1o6Ei0xWJW3EwM7dcawzt2CvqcDsnLwxW1/RV55GXqlZ6LG5USZy4HBvXvDrqlYvWcnjBYLxo4ciYSUFIhmI7455zRs3LUDnbt3R+duXVv1E3AkJCcnB+ZjP/nkk0NSnxMRRTJ06FAsXrwY+/btw+DBgyOelD7Rmc1mbN68udXrpaSktENrfF555RUMGTKkyTrvvvsu5s6d225t6Ai9evWKuCwlJQUJCQmorg4ODNY0DWVlZYHgieLi4nCrH5KioqIW1z3ppJPabL+RlJaWhi3v3bt3xHVamwHikksuweeff96qdQ5WU1NzWOsTEVHHELTDvWT9ENTP79sWc0t7PB788ccf+O2337By5Ups2bIFu3btgreZq/4bi42Nxfjx43HhhRfikksugbkFVzw3ZebMmXjxxRcjLn/55Zdxxx13hF2mKQqUWjsUay3k6hqU7N4Lye5EtCYCjACmNqIBcDn92QHM5sMOzKETiCBCMBkgGg0QTEbfvdEA0WSEYNQDBj0OFBdD0+vQtVdPSCYjBKPvyjSBJ7vpMKiqiq1bfenf+/bty+AJahOqqmLOnDlQFKVN+qVErdFWx0SR5lRurPEh3/79+/HUU0/hww8/RF1d+KmyMjIycMkll+Dhhx9GcnLyIbftlVdewZ133hlx+ZVXXol58+aF/U3XZBmKzeELpqirD6qw+4Is6uxhgyuITiiS5OuDm4z+e1+fXDQaIFhMEE0mX7nZCNFs8vXHj/FU8OwPElFr8XejZdpyrP5QRfobtXjxYkycOLHJdWfPno2///3vIeUTJkzAkiVLQsqnT5+O9957r8X72rNnD7p3797i7Ufqn+fl5YUE/s2bNw8zZswIqfvII4/g8ccfDymvl52djYKCgpDy9evXY9CgQQCAHj16RLzAs7VOO+00/PTTT0FlnTt3xr59+0LqOp1OmEymFm030jaaO2V1xhlnhLQHAD7++GNcfPHFYddRFAW6MNO45ubmIj8/P6js008/xUUXXdRkG1pi1qxZmD17dkh5pO/s3LlzMX369MPeLxERHZ4OzzxxuF544QU8+OCDh7WN2tpaLFq0CIsWLcJ9992HJ554AjfeeOMhb++UU05pMnhi4cKFEYMnBEmCLiEWuoRY6HMz4TT4OgrZffoANgfkqhooVVbIlVbIVVaodfZDbicRneAEoSHwwT/o2vDY0DAQG6hj8GWPaGLQVVVVeFVfKjtdSiIHJoiIiI4ib731Fu655x44HE1PmVBcXIyXXnoJ//nPf/Dyyy+3Oq1vvVNOOaXJ5cuWLYu4TNDpoIuPBeLDXxmqKUogkEK1O6Ha7FDsTqh2h/+5A1orAuqJOowgQDAYGvrf/uDkwGOTf7oMo7+O0d9XDzP4T0RERIcu0sWYB2d4OBKa66/b7eHPCcTExAQex/unFGsLstyyafMAtDhw4nA0fp2NNfW+2Wy2Fm8/XHAN4Mts8dhjj2Hs2LFITU0NBGPMnTsX11xzTYu3T0RERzcebR+koqICN910ExYvXoz//ve/h3Tib/z48RBFMeI82suWLYPD4YDFYmnxNgVBgBgXAykuBujSKVCuuj2QK6shV1ihVFRDrqiCUmsLTP1BRCeQxlefmY2+QVaz8aDgCAMEkwmi2Z8R4hi/+oyIiIhaprnseOFUVlbi//7v/1BeXo677rqr1fvs378/kpKSUFlZGXb5vn37sHfv3rBX8jVHkCRI9cdHEWheL1SHC6rd6QuscPhvjR87XMzwR21LEPz9cX+fu/6x//7gTBHskxMRER1Z4bIPAJEDEjZu3NiezQlrx44dEZdVVFSEDegQBCFoCpX09PSw67///vutnqY2Li6uVfXbW1paWtjynTt3Rlxn27ZtLd7+2rVrw5Z/++23YacNizSNCBERHZsYPBHBxx9/jLS0NLz88sutXjc+Ph59+vTBli1bwi53u9349ddfceaZZx5uMyEaDTBkpsGQ2dBhUD1eKBXV8FZUQS6vhlxeBbWu5ZGVRHR0EPT6hkHV+gHXxoEQ5kaBEiYjoNNx4JWIiIhCzJ49u9WBE43dfffdsFgsuOGGG1q1niAIOOmkk7Bo0aKIdX766adDCp5o0f71ekhxekhxMdBHqKNpGjS3xxdQYXf6pgapnyKkzg7F5uAUIQQAEAx6X/CDxQTRbIZo8QVHBB5bTIHgCE5XR0REdPSKlLUg3PQRADB//vz2bE5YS5YsQW1tLWJjQ7Owff3112HX6dWrV9BrGzduHBYuXBhSr6ysDFdeeWWL2yLLcsSAk8MlSVLYckVRIi4DgJEjR+Ktt94KKV+0aBHmzJkTdp3PPvusxe0KF/ydlJQUNnACAL788ssWbxto+nUTEVHHY/BEE1555RWce+65zaabDWfAgAERgycAYM2aNW0SPBGOaNBDzEyFPjM1UKa6PZDLqxpuFdVQ7U2n/yKiNlZ/FZp/YFWszwBRHxhhMTUKhjBB0EU+SCAiIiJqqXDz6bbW3XffjVNPPbXVgQ4DBgxoMngi0lVdR4pQ3z8zGYGk+LB1NK8XsrUOSnUtlOoaKNZayNW1UG12Zvw7VvmnyvBNidF4ioyGvrhoNvmyuLFvTkREdFzJzc0NWz5//nzcfPPNMBgMgbJPPvkEP/7445FqWoDdbsd9992Ht99+O6i8vLw8Yt/+4HMN06ZNw4MPPgjtoP7qY489hnHjxmHUqFFNtmHjxo2YN28elixZgj/++OMQXkXzoqOjw5bv2bMHPXv2jLje6aefDkmSQoINNm7ciH//+9+49tprQ8pff/31VrXr4OwelZWV2LBhAwYNGhRU/vTTT2PVqlUt3nb99sPZs2dPq7ZDRETt47gNnjCZTMjKykJ0dDTMZjP0ej08Hg+qq6tRWFgYMQ3XwR5//PFDDp5oKir1SA8SikYDDJ3SYejUkK5LdTghV1T7buVVkCutDKggOhSS5L/azOy/mYLvzaZAYAQzQxAREVFHy8zMRHZ2NhwOB3bv3g2n09nsOg6HA9dddx2WLFnSqn0NGDCgyeXr1q1r1fY6gqDXQ5+SCH1KYlC55vXCW14FuawScmklvGWV0FzuDmrlCUgUA1nZBKMeosEAwaD33YwGiAa9L0DCoPcFRhj9y+rrsV9ORER0QjrppJPClq9cuRJnn3027rzzTkiShG+++SZsdoMj5Z///CcOHDiA6dOnIzk5GVu3bsXzzz+P/fv3h9QVBAE33XRTUFmfPn1w0UUX4ZNPPgkqr62txejRo3H22WdjypQp6NSpE6KiomC1WrFv3z5s2LABixcvDuwnUrBJW8jNzQ07Lcr06dNx5513Ij09PZClIScnBzk5OQCA7OxsnHPOOWEzPtxwww1YtWoVzjnnHJhMJqxcuRLPP/98i4556g0YMADLli0LKZ88eTLuu+8+DBgwAFarFR9++GGrs04Akd/TN954AykpKejfvz/MZjMA33mu4cOHt3ofRER06I6L4Amz2YzTTz8d48aNw4gRI9CvXz+kpqZGrK9pGrZt24b58+c3+4dz8eLF2LNnD7p169aqNjV3RVZTWSmOFNFihiHHDENOZqBMdbogV1r9t2oolVYoNXW8oopOWIJeDzHaAjHKDDHKAsl/L0b5AyWizJynmIiIiI4J48ePxwsvvBA0+Ga32zF37lw89NBDqKura3L9pUuXYtWqVc1epdZYc8dFW7duhaZpx2RfStDrg6ZQ1DQNaq0N3tJKeAtL4Sks4ZQfh0AwGnz9b4sZUn2/29/3DkxfZzJwyjoiIiI6JKNGjUK3bt3CXuX/888/4+eff+6AVoX37bff4ttvv2223o033og+ffqElL/wwgtYsWIFCgsLg8o1TcOiRYuazBB3JIwePRoLFiwIKf/999/x+++/B5XNmjULs2fPDjx/5pln8N1338HlCu5vq6qKd955B++8805QuSAIIVk4Irn88svDBk8UFxdj5syZIeUxMTHNHks1NmrUqLDtqampCdl+bm4u8vPzW7xtIiI6fMd88MT//d//4fbbb0dUVFSL1xEEAX379sVjjz2GoUOH4rzzzmuy/tKlS1sdPJGVldXk8v379x+Vg4Si2RSSoUKTFV9q2qoaKNU1kKtroFTVMEsFHfsEwZcVIibKFxgRbYEYbYEUHeUbsI228Ko0IiIiOi5MnjwZX331FfR6fVB5VFQUbrvtNgwZMgSnnXYa3O6mMye8+uqrrQqeaO64yOPxoKSkBBkZGS3e5tFKEARIcTGQ4mJg6tkZmqZBqbTCU1AMT0EJ5JJKQFM7uplHB0GAFB/re7/iYyDF+u/jYyEaDc2vT0RERHSIBEHAs88+iwsuuKBF9a+66iq8//777dyqYJdffjl++eUXlJSUNFt3yJAheO6558Iuy8rKwrfffospU6bgwIEDbd3Mw3bllVfiscceCwmAaImePXvijTfewLXXXtuioIhnn30W9913X0h5uHHfGTNm4J133mlRlryePXvi5ptvxt13392yhsP3uZx99tkdHrxCREThHfPBE506dTqs9adMmdJsnRUrVuCaa65p1XabGyR0u90oLS1Fenp6k/WOBoJOgi45AbrkhKByzStDqanzBVbU1EGx1kGts0GpqYPm8XZQa4kaEQRfdoj6gIiYKEgxje6jzBAkzl1MREREx7eYmBi8++67IYETjY0dOxb33HMP5syZ0+S2Fi5cCFVVIYpii/Zdn2r34PmIG9u3b99xETxxMEEQAsdRlsF9oXq88B4ohju/EN4DxdC8J8gxkz9QQpecAF1Kou8+KR6C7pgfjiAiIqJj1Pnnn4+nnnoKDz30UMQT79HR0Xjuuedw1llnHfHgiR49euCRRx7BJZdcgk2bNkWsd+qpp+J///sfoqOjI9YZMGAANmzYgJkzZ+LDDz+EtxV90NGjR+O6665rVdtbo1OnTnj77bdx7bXXQpblVq8/Y8YMiKKI2267DTabLWwdo9GIZ599Ftdff33Y4Im4uLiQMoPBgAULFmDatGlNTr8+cuRIfPLJJ1i8eHGr2/7mm2/ilFNOCZsBhYiIOtZxN1pRUVGB7777DuvXr8eOHTuwZ88e1NTUwG63w263H9If4YKCglavExsb22ydqqqqYyJ4IhJBrwsMBhoblWuaBs3tgVJrg1prg2KzQ61z+O/tUGwOoInBU6LWEMym4ICIaN+977GFwRFERER0wrvkkktadNxx22234emnn4aqRs6OUFNTgy1btmDAgAEt2rckSbBYLE2msa2qqmrRto51okEPY7ccGLvlQFMUeAtL4c4rgGdfEbRmMn4cU0QRurQk6NNToc9IgT41EUITgTtEREREHeGBBx7A6aefjldeeQXLli1DSUkJzGYzunTpgqlTp+Kmm25CZmZmh02Z0KdPH6xduxbvvfcePvnkE2zZsgWVlZVITEzEsGHDcPXVV+Oiiy5q0bYSEhIwd+5cPPnkk5g/fz5WrFiBjRs3orKyErW1tTCZTIiPj0fXrl3Rt29fjBs3DqeeeioyMzOb3/hhuuqqqzB06FC88cYbWL58Ofbv34+6uroWT7Fx9dVX45RTTsHrr7+OhQsXYv/+/RAEAdnZ2Zg0aRJuuukm9OzZM+I06pGmf8/IyMBvv/2GefPm4b///S82btwIm82G1NRU9OnTB5dffjmuuOKKJgPUm5KdnY0//vgD77zzDhYsWICtW7fCarW2KriFiIjax3ETPPHDDz9gzpw5WL58eZODfYeiurq61euYzeZm6zgcx+e0F4IgBOaiRWpSyHJN06C53FDtTig2B1S7A6rNAdXh9JX573EIgS50nDl4Wo36IIloi/8+CoKOwRFERERETTn77LNbVC8jIwNDhgxpNj3tqlWrWhw8AfiOjZoKnjhej4uaIkgSDDmZMORkQlNVyCUVcOcXwJNfeOxNjyiK0KclQ5/pC5bQpSYxgJmIiIhapaUnysOZPXs2Zs+efUjrDh8+vNmsEp07d25V+5YsWdLiutOnT8f06dMjLjcYDLj++utx/fXXt3ibTcnMzMTMmTMxc+bMw95WWwaV9O/fH2+88cYhr5+Tk4NnnnkGzzzzTMQ68+fPD1s+fPjwiOvo9foWvf/NfY6RxMbG4p577sE999zT6nWJiKj9HPPBEzU1Nbj00kvx3Xfftds+DiV4wmg0NlvH6XQeSnOOeYIgQDCbIJpNIVOB1NM0DZrH6wuocLig2p2B4ArV4YTqdAWWMYvFsUvQ6yFG+abVEKMsvqCI+secVoOIiIioTQwaNKjFdQcMGNBs8ERL5l5urLljoxP1uKieIIq+wIPMVGijh0Aur4InvwDuvEKotZGDTjqMIEBKiochMw36rDTo05M5BQcRERERHXHffPMNLBYLJk6c2GS9BQsW4Nlnnw27rCXTuhMR0YnlmB7hqKmpwYQJE7Bhw4Z23c+hpEpytyDtqslkOpTmnBAEQYBgNEA0GoCE0HnH6oUEWRx0rzld/kALFzSP5wi+ghNcfcYIixmixeQLkLD4b42CJUQD0/cSERERtbdIqWjDSUlJabZOa6fZaO7YiMdFDQRBgD41CfrUJFhGDIRSUwdvYSk8BSXwFpV1THY+f7CEPj3Fd8tI8WUZJCIiIiLqQL/99huefPJJZGVlYfLkyRg2bBhycnIQFRUFu92OXbt2YdGiRfjxxx/Drj9hwgSMHTv2CLeaiIiOdsd08MRf//rXdg+cOFQtST0bFRV1BFpyfGtpkAUAaLLiC6Tw3zSX2xdo4XJDc7qhutxQXS5oLg9Upwto4+lfjnWCwQDB5HuvBbMJon9qFsFshGgy+YIkzL57wWSEIAgd3WQiIiIiQsumFKzXkmOUpqbgCKe5YyMeF4UnCAJ08bHQxcfC3K8HNEWBXFoJT2EJvMXlkCut7RJMIRgNkBLjfEEc6anQpSdBNBjafD9ERERERG2hsLAQ//rXv/Cvf/2rxevExcXhtddea8dWERHRseqYDZ7Yu3cv/vnPfzZbr0ePHrjzzjsxceJE5ObmIioqKuSkbnuc5K2trW22TkJC+CkrqH0IOglSTBSkmOYHZzVNAxQFqssDze2G6vZAc3uhebzQPB6onvrHXmheGZos++69XmheBVAUX5msdNy0IqLom/JCJ0GQJAg6yZdOVycBkoS6Wis0SUJ8ZgZEgwGCQQfBYIBo0EMw6CEYDRAMel+AhEEPQRQ75nUQERER0WFxOp2Ijo5uUV273d5snZiYmBbvW1GUZoMneFzUMoIkBab3AHzHLGqdHXKlFXKVFUqlFYq1NnCsEvE4RBAg6H39fdFkgBQXCykxDrrEOEiJcRAtZgZCExEREdFxKzExEV9++SX69+/f0U0hIqKj0DEbPPHZZ5/5TnA3Yfz48fjuu+9gsVgi1mlJhohDUVhY2ORyg8GA9PT0dtk3HT5BEACdDlK0DoiO/P1pCU3TfFksVBWa6gvK0FQVUFTfskY3TY38nRYEARAACAIAARAFX0CDIPgCJUQBkPwBE6LY5ICnqqoo2LoVABDVty9EBkYQERERHbfKyspaHDxRXl7ebJ3ExMQW77u4uBhqMxndcnNzW7w9aiAIAqTYaEix0TB26RSyXFOUoIDvxgHSDI4gIiIiomNdU+d9wtHpdLjwwgvx4osv8twMERFFdMwGTyxfvrzZOv/4xz+a/QOal5fXVk0K0lzwRE5ODgesThCCIACSL9sDP3EiIiIiOtI2bNiArl27tqju5s2bm63TmoFGBpV3HEGSIJglwGzq6KYQEREREbW5hx56CH/5y1/w/fff4/fff8eOHTtQUFCAuro6SJKEuLg4JCcnY9CgQRg1ahQuvvhiZGRkdHSziYjoKHfMBk+UlJQ0W2fgwIHN1vnmm2/aojkhdu3a1eTyvn37tst+iYiIiIiIGvvmm29w3nnnNVuvpKQEf/75Z7P1Ro0a1eJ9N3dc1Lt3b2ZBIyIiIiKiQ9KvXz/069evo5tBRETHkWN2lMpqtTZbp7q6usnlNTU1ePHFF9uoRcE2bdrU5PIRI0a0y36JiIiIiIga+/jjj1sUfP76669DUZQm68TGxrZqcLK546Lhw4e3eFtERERERERERETt6ZgNnoiPj2+2znvvvRdxmcvlwqWXXori4uI2bFUDBk8QEREREdHRoK6uDtdccw1kWY5YZ+XKlXj++eeb3dY555zTqkwRDJ4gIiIiIiIiIqJjxTEbPNGlS5dm6zzyyCN48skn4XA4AmWapmHp0qUYO3Ysvvvuu3ZpW1VVFbZv3x5xudFoxLhx49pl30RERERERAf79ttvcdppp2HdunVB5Q6HA2+88QYmTZoEl8vV7HZuv/32Fu9TVVWsXLmyyTqnn356i7dHRERERERERETUnnQd3YBDNWnSJHzyySdN1pFlGY888ggef/xxdOnSBXFxccjLy0NZWVm7tm358uXQNC3i8pNPPhlRUVHt2gYiIiIiIqLGli1bhuHDhyMrKwvZ2dlwOp3YuXMnnE5ni9YfP348Ro0a1eL9bdq0qcmpFHNzc9GtW7cWb4+IiIiIiIiIiKg9HbPBE+effz7uvffeJgfj6rnd7oiZILKzs3HgwIE2bdvixYubXD516tQ23R8REREREVFLFRYWorCwsFXrmM1m/Otf/2rVOs0dF5188smt2h4REREREREREVF7Oman7YiPj8esWbMOaxsGgwHz589voxY1WLBgQcRlkiThkksuafN9EhERERERhXPPPfcc9jb+8Y9/oGfPnq1a5+uvv25y+ZQpUw6nSURERERERERERG3qmM08AQB33nkn1q1bh//85z+tXlen0+GDDz7AmDFj2rRNGzduxN69eyMuP+OMM5CWltam+6TINNkL1e2A6nFCczt9j90OqB4XNNkDzeOGJruhyV5oXv+9KkNTFEBVoKmy7z7CNCyCIACiBEGUGt2LECQ9BJ0egs7gf2yAoNNB0Bsh6E0QDUYIeiNEvclXZjBDNPgfi8dsTBMRERERHYWeffZZ1NbW4p133jmk9Z977jncfPPNrVqnuroay5cvj7i8S5cu6Nev3yG1h0JpshdybSXkmjIo9hqoThtUZ53v3uOApqqApgKqCk3TIEg63/GH0QLRYIJotECKTvDdYnz3ot7Y0S+LiIiIiIiIiOiIOqaDJwBg7ty5SEtLw/PPP9/idVJSUvDBBx/gzDPPbPP2fP75500uv/baa9t8nycaTdOguR1Q7FYo9hr/fS1URy1Upw2Ksw6qywbVUQfV6+ro5raSAFFvhGAwQTSYIRjNEI1m32OD/7HREgi2EI2Nyg1mCAaTL4CDiIiIiMhPFEX885//RO/evfHQQw/B7Xa3aL3ExES8+OKLuOqqq1q9z6+++gqyLEdcfv7557d6m+Sj2KzwlO+Ht2w/vFVFkK1lkOsqgQgB34dKssRCl5AOfUI6dAnp0CWmQ5+YCdFgatP9EBEREREREREdLY754AlJkvDcc8/h/PPPx5NPPonvvvsOiqKErZuUlIRrrrkGf/3rX5GUlNTmbdE0De+//37E5dnZ2TjvvPPafL/HG03ToDrroNRWQq6rglJXCaWu2vfYVgXFVg1NiTwQe2zTfAEfXhcUu/WQtiDoDL6ryOoDMBpluqjPdgGdAVJZOSDq4DS6IeqNEOszZegMgCT5MmZIukAWDYgiIIi+bBtEREREdMyZOXMmpk2bhjlz5uCTTz6B3W4PWy89PR2XXHIJHn74YaSkpBzSvubNmxdxWVRUFI+LWkhTVXgrC+Ep3g130R54y/dDcdQekX0rjloojlq4C3cGletik6FP7gR9cpb/PhuSOfqItImIiIiIiIiIqD0d88ET9UaPHo2FCxeipqYGK1aswL59+1BVVQW9Xo/U1FT0798fQ4cOhRhmSoRIUzK01pIlS5CXlxdx+W233QZJYlaAeqrLAdlaCq+1DEpNOeTaCsj+e83bsqvhKJQme6DIHqCpQVUN0LucAABr3u9AK+IhgqcokfxTl4gABP+UIwIg+G8NazXsQwv803B1nKYB0Hz/FzXVt1hT/VVV33L/TUP9YzWwrla/TsRGA4Ig+tvka5sgiL4pVupfh6RrmHIlMO1Ko6lX9EZfEIrB5A9IaQhQEU3REE1Rvqwg/D9ORERER9CSJUtaVb979+5499138eabb2L16tXYtm0bKioqYDAYkJGRga5du2LUqFFhj5taau/evVi2bFnE5VdeeSXi4uIOefvHM01VIVcVw1W4A57CXfCU5B112fTk2grItRVw7l0fKJOi4qFP7gRDSrYvqCIpC2JUPAOviYiIiIiIiOiYctwET9SLi4vD2Wef3SH7bmoO4YSEBNx4441HsDVHB03ToDpq4a0ugVxV7Esp6w+YUJ11Hd08OgSaqgCq0mSswlFHAzRNObioXYh6ky+QwhIDyRwL0RID0RwDyRIL0RILKSrON4e0KYqDyURERNRhjEYjxo8fj/Hjx7f5tv/1r39FDFDX6XSYOXNmi6cOORHIdVVwF+yAu3An3IU7obrCZwQ5mvmmUrTCtW9zoEw0WqBPyoQ+Kath+o/4NIgmSwe2lIiIiIiIiIgosuMueKKjFBQU4H//+1/E5TNnzjzur65SPS7IVcXwVhXBW1Xsf1wM1e3o6KYRHTGq1+W7OrCussl6gqSDFBXvu0UnQIpJhBSTCF1sku95dLwvKwYRERHRMcThcODtt9+OuPzqq69Gt27dsHXr1iPYqqOL6nHBXbQb7oLtcBfsgFxT3tFNaheq2+F7nUW7g8olcwx08WmQYpOgi0uGLjYZUmwyA4yJiIjoqDd79mz8/e9/DymfO3cupk+fftjbnzhxIpYuXRpSnpeXh86dOx/29onqzZs3DzNmzAgpnzVrFmbPnh1SHq6Pnpubi/z8/HZoHRFRx2LwRBt57bXXIMty2GWJiYm48847j3CL2o+maVDtVngqCuGtKIBcVQRvZRHk2oqObhrRMUNT5EDK47AEAbroBEgxSf4B5eB70Wg+sg0mIiIiaoH3338fVVVVYZfp9Xo88sgjR7hFHU9TZHjK9sFdsBPuwh3wlO1rmL7uBKQ466A464Di3SHLggKMo+IgmmP8Gd182dxEc6Pp8vRGBloQEREdh4qLi/HBBx/g119/xaZNm1BVVQWbzQaDwYCoqCikp6cjKysLvXr1Qt++fTFixAgMHDgQOh1PdRAREdHhY4+iDdTU1DR5ddWjjz6KmJiYI9iitqOpKpTaCngqCuBtdGM2CaJ2pmmQ66p8aZyLdoUsFo0W6OJSAlfqNb5qTzRHcyCZiIiIjjhFUfDCCy9EXH7rrbeic+fOUFX1CLbqyNNUBd6KAriLdsNTtBvu4j3QZE9HN+uY0GyAcSOCpINo9AVSiCYLBKPF99hoCQRYNNxbIJqifUEXOv0ReCVERETUWi6XC3/729/w0ksvhb1I0el0wul0oqKiAps3b8b3338fWJaQkBAxgJeIiIioNRg80QZeeuklWK3WsMt69+6NW2655cg26BBpqgrZWgZvxQF4KwrgKT8Ab2UhNC/nIyY62qhuBzxl+3xXLh5E0Buhi032TQFSfx+TCF2M716Q+NNPREREbe+DDz7Arl2hQZ8AkJycjFmzZh3hFh0ZmuyFp+IAPCV5vmCJkr08hjoCNEWG4qiB4qhp1XqC3gjJFNUok0U0JEssRHM0JEucL9OFJRaiJRai3thOrSciIqLGXC4XJk+ejCVLlhzS+g4HL/QjIiKitsEzaIeppqYGL730UsTlL7zwAvT6o+/KFk1VIFeXwltxwBckUVEAb2URr4giOg5oXje8lYXwVhaGWSpAior1ZamIToAUnQgpJgFSTCKk6AToohN4NR4RERG1mqIoeOKJJyIuf+yxxxAfH3/kGtSOFKcNntJ8eEvz4S7ZC2/5fmhK+Ckc6eijed2QvW6grvmrU0WDCVJUPMSouMBUIr4+dP0tngEWREREbeDBBx885MCJ48mrr76KmprQwNCMjIwOaA0dz84++2wsX748pDwnJ6cDWkNEdHRh8MRhiouLQ3V1dUc3o0ma7IW3usQ/5UahP1CiEJri7eimEdERp0Gx10CxR75CTzRaGgaHA4PFcZAsMRAtcYE5pwVJOoLtJiIioqOZJEkRs04cyzTZC29lITzl++Et2w9PaX6LppSg44PqcUH1lADVJRHriKYo6GIS/UHJif6Mb4mQYpOgi0liYDIREVEzysrK8Prrr4eUC4KAc889F5MnT0Zubi6MRiNqampQUFCA9evXY9myZdixY0cHtLj9DBgwoKObQCeI1NRUpKamdnQziIiOSgyeOM6obge8lUX+q86L4K0ogFxdAk1VOrppRHSMUN0O329JVVGT9URTlC+QwhTlm0PaHA3BaIFUaQX0JrhiBOjM0f65p6MgGEwQRPHIvAgiIiKiVlK9HshVRYGgc0/5fshVxdA0taObRkcx1WWHx2UHyg+EXS6ZY3yBFLHJgSn16h+L5mgIgnCEW0xERHR0+fbbb+H1hl7k99prrzU7Hfbu3bvxwQcf4IMPPmiv5hEREdEJhsETxyhNVSDXlEOuKobXf5MrCyG3IPUoEVFbUF12qC57cKEG6F1OAED17uVA0FiwANFghGAwQzSYIRhMEI2NHutNEAxGCHoTRIPJX2aE4L+JelPgMYMwiIiI6FBpmgbVXuM/jiqCXB98bi0FNK2jm0fHGcVZB8VZB09pfsgyQWeALjbZH0yRBF1cMqSYpMAUe8z0RkREJ4KtW7eGLZ8+fXqz63bv3h2zZ8/Go48+2qJ9ud1ufPHFF1i8eDFWr16NkpKSQFbpxMREdO/eHcOHD8fpp5+O008/HQaDocWvAwBkWcYHH3yAjz76CJs3b0ZFRQXi4+MxbNgwXH311bjkkkuaXH/ixIlYunRpSHleXh46d+7c5LplZWX473//i2XLlmHjxo2orKyE3W5HYmIiOnXqhAkTJuCiiy7CSSed1OzraK4dW7Zswb/+9S/88MMPKCwsRE1NDSZMmBCYemXevHmYMWNGyPqzZs3C7NmzUV1djbfeeguffvop9uzZAwDo1q0bLr30Utx4442IjY0NWm/16tV47bXX8Ntvv6GgoAAxMTEYOHAgLrvsMsyYMQNSK/pMq1evxpdffonly5cjPz8flZWV0DQNSUlJyM3Nxbhx43Duuedi9OjRzW6rc+fO2LdvX0i55j+m2LNnD9555x1888032L9/PzweDzIzM3Haaadh5syZ6NWrV8Rt5+fno0uXLiHljd/n5cuXY+7cuVi2bBmKioqg1+vRtWtXnHPOObj77ruRkJAQcfvNfUaHo7KyEhMnTsTmzZtDlo0cORLff/992Ckdf/75ZyxatAgrVqxAQUEBKisrodPpAv83x48fj4suugj9+/dvVXs8Hg8+/fRT/Pzzz1i1ahXKyspgtVphsViQlJSEAQMGYMKECbjiiitalY3D4XDg7bffxqeffoodO3bAbrcjIyMDJ510EmbMmIEzzjgDwOH9vyaijsHgiaOdqkBwWOHM2wC1phxydSm81SXMJkFExyANqscFeFxQcHjTHQmS3h9QYWgIqNAbIeqMEBqX6Qz+AAwDBJ0hUCboDb66On1QmSBygJqIiOh4oWkaVEct5OoSeK2lkKtKAsdSqtvR0c0jgiZ74K0qCp/xTRAgRcVDF5PUMB1IbBKk6ITAFHucEoSIiI4HkabE3r17NwYOHNiibYjNXGSjaRpeffVVzJkzB6WlpWHrFBcXo7i4GMuXL8eLL76I2bNnY9asWS3aPwBs2bIF//d//4f169cHlZeVleHbb7/Ft99+i48++ggff/wxjEZji7fbHIfDgQceeADvvPMOXC5XyPLS0lKUlpZi3bp1eOGFFzBp0iS88847yM7OPqT9PfPMM/jb3/4WNltISyxfvhyXXXYZCgsLg8r/+OMP/PHHH3jrrbfwzTffoFevXlAUBQ8++CCee+65oLputxu//PILfvnlF8ybNw+LFi1CXFxck/vdsWMHbrrppkDgwcEKCwtRWFiI3377Dc8++yzGjRuHt99+G3379j2k1/nkk0/i8ccfh9vtDirfs2cP9uzZg7lz5+Lf//43rrzyylZvu66uDjfccAPmz58fVO50OrF+/XqsX78e//znP/H9999j0KBBh9T+Q1VTU4MzzzwzbODEmDFj8O2334YEx/z++++45ZZbQv7vAL7P2m6348CBA1i8eDEef/xxTJ06FW+88QY6derUbHvmzp2Lhx9+GMXFxWHbWlNTg7179+Krr77CQw89hJtvvhlPPfVUs/9H165di4svvhh5eXlB5Xl5ecjLy8NHH32ESy65BP/617+abSMRHX0YPHEU0FQViq0acm0FlNoKyDUVkGvKIFvLYCo5AECD1WQ+6ApuIqITl6Z4oSleqKHHhIdFECV/MIXeF1ChMzR63KhM0vuf+29SozqSHoJOB0HSA5IegqRruOn0gNjwHJKOqZqJiIgOk+p2NhxLWcv9x1KlkK3lUL1t3FkgOlI0DYqtGoqtGggd6wUAiOYYXyCFJQaiJRaS/yaao33T6pmifFPomaJ8fU8iIqKjUExMTNjyiy66CC+99BLOOOMM6HSH/nfM4XDg/PPPx/fff9+q9bRWZCT7888/ce+996KysrLJel999RXuv/9+vPzyy61qSyQFBQWYPHly2BPVkXz//fcYPnw4vvnmGwwbNqxV+3v++efx+uuvt7aZAWvXrsU//vEP2Gy2iHX27t2LM844A1u3bsU999yDf/7zn01uc8WKFZgxYwY+//zziHUWLlyIyy67rMn9HuzXX3/FyJEj8eGHH+Ivf/lLi9cDgOuvv77Zk+ZerxczZsxAnz59MHz48BZv22q14rTTTsOaNWuarFdaWoqpU6diy5YtIcEK7cVms2Hy5Mn4448/QpadfPLJWLRoEaKjo4PK33nnHdx6660tDsbRNA0LFizAypUr8fXXX0fMpKJpGq699lrMnTu3xe13uVx48cUXsWTJEnz//fdISUkJW2/9+vU444wzYLVam9zexx9/jIqKipAAGiI6+vHo+QhQvW6o9hoo9hootirIddWBQRClrgqKrTp8Fgkt8A8RER0BmqpAczuAI9inFUTJF0QhSr7AC8n/XNI3LPMvb6inAxrX95c1lOuCt3VwwIZ/mS/Ao/45AzqIiOjopHo9UO1WyLZqKLWVUOqqINdV+e5ry0OnESM6QajOOqjOOrRkqFmQdP7p8/xT5OlNDcG/9cHDB/cJD+qDQpSC7gVRDPQ9A31QUQpfxj4mERFFECkF/86dO3H22WcjLi4Oo0aNwrBhwzB06FCcdNJJLbriHABUVcWll17a6sCJ1nrllVdaXPe1117DzJkzkZube1j7tNlsmDp1aqsCJ+qVlZVh2rRpWLduHdLT01u83uEETgDAokWLWlTvwIEDmDhxItatW9ei+l988QV+++03jBkzJmTZunXrcMkll8DhaH3mObvdjssuuwzLli1rVYBDS7MNKIqCBx54AD/99FOLt71hw4YW1y0oKMArr7yCRx55pMXrHCqn04mpU6fi999/D1l26qmnYsGCBbBYLEHlixYtwk033QRVVVu9v/LyckybNg2rV68OO/XFAw880KrAicb+/PNPnHfeefjll19Cpu5xuVy4/PLLmw2cqPfzzz8fUhuIqGN1ePDEofwwdjRNVaB5nFDdTqhOG1SXHarL5n/su1cctVAdNVActdA8h3YWTmsUOKFBg6C1bqDh07W78d+VO+HyKqhzeSAKAjLio+CWFZj1EvaW10HVNKTFmmHQSYi3GPHXyUPw0apdWH+gAt1T41Ba44BbVnDukK6Yt2Ibqh0eAEBGrAU9M+Kxfn8FapyewD4NOhHjumdge4kVJTUOABqijXoIAqBqAmRFgVdREW3UweVV4ZJ9QSNGnYikaDOyE6Oxv7IOblmB3S1DrxNx4bBuKKt14ttNvvnD4swG1Lm9EAAoqhYUXmIxSOiSHIcquwsCAKvTA0EABAjwyAoUVUOcxYCMuCjUujxIijJi/YHgiGCdKEAQBOglEU6PHLT9rPgouLwyqh1uAAKMOhFOb9PTpyRYDDi1TzbuPWsIXvt5Iz5cuTOwTBSAIbmpyCuvgcuroFNCNK4d3wfPffcnKm0uCAJgMeiQEmOG1eGG1eGBBl8SEp0kwKCTYDHokBRtQp3Li87JsYg26PDT1gKomgaTXoJHUSEJAjRNhVcFJFFAjEkPURCQEmPCw1OHo3dGIgDgpR/XY/6qXVA1Xz0BgKJpgRie+n2b9RIkUYRBJyHObIBLlhFjMqDS5kKdy4vkGBMUVUNpjQOiIGDq4M44tU8nvPzjBuhEETMnDcbTi9Yhv7Iu6L0SAJgNEjyyCkkUoJck2D1eaJpvWbRJD5vLC1EUoGmAJAIZcRZkxkfjQLUNJp2EkloHHB4Z0IAYswHnD+2KZTuLIIkC7p88FIOyk2FzeXHdvF+wr7IOZoMOsqJCVTUYdCJsbhkCQsOWJAGINRsC/wckUcCdpw+EIAh4e8lm33oCkGAx4qRu6fhh8wHIB/2+6UQBA7OTcKDShkq7G4IAxJoMMOlFyKqGarsbJr0OMSYdrA5P4Ltl0klQNA1eRYVeFCFJAmRFxdgeGdhdVoPSGgcy4qNw8Yju+GztHpgNOtx5xiD8d+VO7CmvwRl9s3HLqQOa/J6G8+uuYjzv/y5GG3Uw6CREGfW4bnwfvL10C/ZV1kEQBPTLTMScC0YjNdYc9LvlVRQ8/c0f+GNfOYbkpODBKcOgl4LTKHpkBee8vMj/fwrIjLNg0oAc/LjlAHKTY3HLKf1x9/xfUWlzITcpGqkxFhRU2zBlYGdce3LTafN+2noAz377J+xuL3qnx+Ppi8bgl20F+GTNbkQb9fAqKhRVxS2nDsCEXlkh61sdbjz29RrkV9RiUv8cXDC8Ox77ejX2lNVA1YB4swF3nTkYo7qmBa1nd3vx+IK12FFSjQm9sgLfk0g0RQEUBZ+s2Y35q3chNcaMR6eNQEZ8VJOvL6+8Fk8sXIvyOidcXhk2lxeZ8VF49uKx6JrSEFHukRXMWbgWy3YWQ9U0jOySiunj+uCF79fD6nBj+rg+mDqoc9C2BUkH6HyD5ztLa/DkZ8th93hx69TxOGN4v0B2jUBmjcaD7Tp9UHlReTUeePYVlJRXYsZlF+HKSy7019cFB27o9L4BdiF8qs3G/YWW9B3q6upw7733YvPmzZg0aRL+9re/ccCeQhyL/VA6Pp1o30VVVQFNAxQPPNYywO2A6qzzH0PVQXXUQnHU4OeVf+DVr5fDqBPx0JRh6J0RPGfvqz9txDeb8uH0KEiPsyDBYkRxjQMGSURRjR1eWUWc2YC3rz4FmQlRmLNwHf7IL4PV6YFHVqDXiRjZJQ2PThuBeEv4tKwvfL8en6zx9Y8b9xEbP44y6OCWFUiiiKkDO+ObTfvg8gYfR4gArhjTC0adhHm/boOiakiIMiIt1oI6lwdnD+yM6/x9m3eXb8NbS1o/CN4eBAA5iVGAICLaqMOWooa02qIA6EQRHiXy91cSAMX/RkiiAJ0owmKQYDHqEWXQYW95LURBgCQKTR5XSYKvNYIATOqfg1N6d8LLP65Hpd0NUQBkVYPbq4S99ODgvr0oCLAYJNjcMgBALwlQNd9XMjnahDpXo364XkKMSQ9JEALHvSa9DrUuD0w6CQadBKvDDQ2AJPjaZ9RLOLlnJkZ3TcdjC9ZAVn17T4u14I7TB+Dpb/5AncsLs17ChcO74cOVu6BqGoySiKzEaCRajNhWUg1ZUSGJIpKiTVA1DVEGPe6fPAQbDlTis3W74fIq0IkiRFGAJAB/GdIV08f1ifgearIMTa6D6qgLu9wjK5izaB3W5ZfBq6iIMugwsXcn/La7GG5Zhd3tQZ1LRk5SNGaeORjvLNuKkhq7/xhOh9tOG4gapwfzft0Go//4xe2V4VFUVNvdSI214OmLx6JPp5SGbGw6X7BwoB8o6UP7mY2COSBK0JWV46tla3D94pWIspjg8coQRRF3Xz8Db77/Ebbt2oPExATM//db6NK1a1Cf0+Xx4q8PPoQ//vgDEydOxGOPPdbkHOlvvfUWPvjgA+Tk5OCFF15o1cklap7b7cYDDzyA1atXY9y4cXjyyScP68pyonBaexx5olNVFVu2bGn1eikpKUhNTT3k/U6dOhVmsxlOpzPs8pqaGvzwww/44YcfAmXdunXDX/7yF1x11VVNTkswb948LFiwIOwyi8WCq666ChMnTkRqaipsNhs2btyIBQsWYNWqVYf0Ws466yzMmDEDCQkJWLBgAV599dWQOqqq4qOPPsIDDzxwSPuo9+STT4Y9kR4TE4NrrrkGY8aMQUJCAvLz8/HOO++EZCooKirC3XffjY8++qjV+z7ppJMwY8YMdOvWDVVVVVi/fn3INBxNueKKK3DppZfC4XDgxRdfxMqVK0Pq1AdOmEwm3H///Rg7diz27NmDhx9+OOxULx988EFI8ISmabj++uvDBk5YLBbcfvvtmDBhAkRRxNKlS/Hyyy+H1HU6nbjhhhuwbt26Vo0rmUwm3HXXXZg4cSLq6urwzDPPYO3atSH1fvnlFxQXFyMjI6PF2waATp064d5770X//v2Rl5eHhx56COXl5SH1Pvjgg3YPnnC73TjvvPOwdOnSkGVnnnkmvvzyS5jN5qByl8uF66+/Puxvc2JiImbOnIkRI0bA4/Hgu+++w9tvvw1ZloPqlZeX4+6778YXX3wRVL5+/fqQqV7q9e3bF3fccQd69OiB8vJy/Oc//wkb1LNixQq8+eabuPPOO4PK33zzTWzbti3stkePHo2bb74ZWVlZ2LFjB1544QXs3r07bF0iOroJWmvyT7WROXPmwOv1QpIknHvuue23I02F4LIBqgJoCqAqEFTfve8mQ1BkQJF9j1UZkL2A4oWgeABFhiB7fM+9bkB2Q5DdgHJo83kdSXvKa3HtvGWtzluREm1CuY2pbdvDzRP64M2l4f+wNqYThcAA25HQKSEKH153Cg5U2fB//17SbvsxSA0Dq0adCLd85A9aEywGfHnrmXj0q7VYurPkiO+/vTUeGI426gIDwgDw5LnDMa5Hywf7HB4Z577+Q9jPSRIEX1BNI+O6p+HJ80YElX2ydi9eX7w18PzmCX1w6chuQXXu/3QlVuVVRGxHnFmPGmf439wXLj4Jw3KTwy6rtrtx4Vs/Bf1fGpqThD/2h6ZPNOhEfH7z6YgxBUcSP/v9BizaeCDwfGCnRGwsqAqqYzHo8PVtZwYFhbyxeCs+Xrs38PzRqUNwWp/Q4IzG9pTV4tr3Gn6zR3ZJwXMXjmpynRv/sxzbS2pCyrulxOLd6ScHnv931W68vWx7UJ3EKCOq7L6AFUkQ8OF1pyAjPjj6u96V/16C/VW+tIZ6ScSnN50W8QRTOPf+bxXW5PsO3gQA/55+MrqlNJEuUJAAUQREHTT/lYsQJUAQ/c91/uUStEBd33JfmQiIIt78/Cd8+ktDtPvD11+GU0YN9dcTffeCGKjvey4EyiEIvmWBMsH3Cg4q0yD4n/vLgp4LDc8D93S0+fLLL6EoCvR6PR566KGObg6dQI7YMVFb0FTfTVUBVQZUFYKmNBxH+e+hyBAU//GU/zgKsgeC7PYfT7kgeD2A1wXB6/RtM4I6lwfnv/FToP+YFW/Bf68/NbB86Y5iPPp1y65Ey4gzY8qAHPzr1x1hl08ZkI37zwoddF+2sxh/+6pl+2gLz180Cr3T4zD11R+ar3yCO9LHTIciXEC2KACH0+wYkx51rsjjEa9cOhqDspMOadsfrNyNd5Zvb74ifAFDdk/w4LVBEiCrgNrEEFN6rBkf33jaIbWv3t7yWlwTZqyjcaAOAOQmRuP9aycG1Zm7Ygfm/bYr8Pzes4dj6rCegcCMQF9T0mHz/jLc/vongbrjB/XG7Bsv89fTNfRRA31W0d9P9W/H3zcN9GMP6oMGHp/AfcSPP/4Y7777buD5Lbfc0uq06ETUNuqPiTweD+bMmdPq9WfNmoXZs2cfVhuefPLJQz7Be/755+P1118PCXLTNA2dO3fG/v37Q9bp1q0bvv/+e3Tr1i1kGQCsXLkSxcXFOO+884LKZ8+ejb///e9h17npppvw5ptvBpU9+OCDePrpp0PqnnfeeWGnmZg4cWLYE9B5eXlBV9dXV1cjOzsbdntwBraUlBQsW7YMvXv3DirXNA0XXnhhyD5FUcT27dvRo0ePFrUDAG6//Xa8/PLLTQYSzJs3DzNmzAi7bObMmfjHP/4ReG61WpGRkQGXK/w5iQULFmDq1KmB5wsXLsQ555wTUm/o0KEhmSoWLVoUtG49vV6P5cuXY9So4LG3VatWYfz48WGnkFi4cCGmTJkSVNa5c2fs27cvpK5Op8PixYsxbty4QFldXR2GDRuGXbt2hdT/6quvMG3atKCy/Px8dOnSJaQuAOTm5mLVqlVIS2u4oGvLli0YNGgQFCU4IFkQBFRXVyMuLi6oPNJnFOn/c7jPOzc3F7t378YFF1yAr7/+OmT52Wefjc8++wwmkylk2euvv47bbrstpDwhIQFr1qwJ+b/5+eef44ILLgipDwCbNm0KymBz0UUX4dNPPw2pN2rUKCxevDgkkOOOO+4IG+iUlpaGwsLCoGDbHj16hA2ImDJlCr766qugularFaNHj8b27eH72Af/vyaio8fxHdIteyAVb/MP8im+Ab7AgJ8SPMjnv/cFTvgG+Y7lKTNq/BkKWsvuOfoDQ45VpbUtSw12pAcBrf4r/ivaOWim8RVpHRE4AQC1Ti9kVUWF7ficZ6zxN8d10JV79ZkdWsrhkSN+TgcHTvi27wkts7sPqhPahvJmPouDX0dz26tX5/aG/F8K10YA8Mgq7G45JHii2h5c3xpmf773SQkKnqhyHPy6w+83uI476PM7+L0Lv0747R78voSr52w02K1oGmpcHmQgfPBE4+15FRU2t9yq4InGr0WD7+9TkzRfJg4ovgxDjTU5rFwfSOEfqLaWFQUtri3cC6nY7B+wlkIDKBoHSTQe2IYATWwcFCEiXLCEFhRg4W+pIPoaXZ9NI7C/xtuRQoIttJB9IDR4I2g/9UEcCC6vfyz5ruYkIopEcNb6jn/8x0uCP/Dcd5ykBAImfAEUiu/YyX9cFXxM5fUdU8mewDGVoHj8x1atY3PLQf3Hg/+eHfz3til2t9xk/ch/U1vf7sNRn2mOmne0B04A4UcTDrfZdnfTx+ut7fMf6rpuObSP7lGaf3GNs1YeKqsz/FjHwbuvdYXuq+rg/n1tHQRXbeB5475mbWFwsL21qgJS8faDAiYaBfUGBf1KDQEVB/c76wMrAv3OxkHCTQRbBPUfxQh9v4NeRePywDGcdlCZL9OkAH/6lUCZ1hDgpqlB5ULgeeNtqL5Na2rDc/9yIahuQxtqChsCzgGg5sBu33tc/zrqXx/g7z8LDa8vJMD54ODmRv3pSMHOgL/ffdD7GMiE52+DpG9URkTt5aGHHkJZWVmrpr+o9/nnn2PlypX4/fffkZOTEyhfu3Zt2MAJQRDw6aefRgycAHyZFVojMTERzz//fEj5FVdcETZ4ItwJ99b48ccfQwInAOCuu+4KCZwAfK/57rvvDgmeUFUVCxYswMyZM1u03549e+If//jHIWf2tFgsISfm4+PjMXDgQKxevTqk/vjx40OCHyZNmgSdTheShSA/Pz9k/XAn9AFgxowZIYETgO/k+jXXXIO33347ZNmCBQtCgiciueaaa4ICJwBfRpBp06YFBY7Ua+334amnngoKnACAfv36YfDgwSEBJJqmYf/+/RgwoPVZiZujKAquuOKKsO/ztGnT8L///S9k2ot6kT6b++67L+z/zfPPPx+TJk0KOwXPwoULA8ETXq8X3333Xdhtv/jiiyGBEwDw9NNP44MPPgjJaFJaWoo1a9YEfg/27NkTNnBCEAS89tprIRnN4uPj8eyzz4YExhDR0a9DgydEUUTfvk2nXT9sg4Ye0mqapgGqDM3rhupxN0zT4XFAczuhepy+e5cNqtM/bUf99B2u1s+fFbYN0AIRlyaTCULTp42CjOyehcE5yVi/P/iK7vqrX8JdBSMAuHRkT3z+xx5YHR6Y9VIgXWn31DjsLgu+wrnx8paUt0S4jASZcRbUuDywu+UIawVrydU89XXCXUHfHlJiTJg+vj+W7ixB5UEnRXWSALnRSM/Y7ulYsbt1WREkUYCiajDqREiCCIe3Ze8VAFw1tjfMJjNGde+E5GhjqwML6t9LURAiXmUUbzZgTPcMfOOfeuUvQ7rg6z/z2iw8yaAT4ZHVsN/r9DiLfwoZ4P9G90KMJQo3n9Ift/93OQ73o++WEguzXsLmouCOVbRRD1uEgc22vErOqJOCBi57p8dje4kVAHDO4C74btM+OL0KchKjceaALjCbWn7CO9tkxpSBuVi0MbTzPq5HBlbsKg5KW33VGN/3qPHv1nnDu+O7LQWosruRYDHiguE9YTYFd1DvnTQUt3wQHMmeEWdBcY0DRp2EC4Z1w39X7QzsR5JEyIqK7qlxOKVvLsxGfdj298wwYUKvTCzd4TuBLgoCrp/QDx+t2oVNBZUQhIaxu0n9c9AlLfQKvStG98a6fRVwywq6JMfgmvF98djXa+BtdCLngmHdkBIXnEXhspN64bfdpbB7ZGTGR+HsQV1hDhNh3dio7lkYlJ2MDQcqIIkCrhrbJ+S9OtjVY/vguW//CPnOXzO+b9C6F47oge+2HECtP4OHSS/hwuHd8eHKHVA14KRuaRiYkw5JDP83ZvrYPnj1540AgNP6dEL39KTgg2RRDJq6AwdN43HdX/R4+N2voKgqhvbqgonnXACD0RRctz5dc316ZlHyTRsi1qdp9mWZ2Ju/DxBEdO/VG5Le0DCftiCGHLjfMepPrLz8cthsNuTk5GDGE28iJSWlyfeUTjxM3UtHgyNyTNTBNE2F5nEFjqFkpw37d20HPE5kJMVBazz1oX/6jq4mMyb1z8H3m30D3lf7+6z1Jg/sik/X5aGgumHQWC+J8CqhfcLLR/fChJ6Z+HlbUcjJW4NOxOWje4X9u3vWwC74z+87mw32bCzWrA/8zT1YWqwFkggUWRuOF+v70N1SYnFqv86INurROTkG+RXhp1boSIebNSF0e5GPH5oSazJgRJdU/LytoO0a08ZiTHp0TozBpqLgrGXDO6dibX5Z4Hm82QDrQd9JvSjAG+GNvuKknliTX47txaGpqnumxWNCn1yYDYc2zHPhiJ74cWth0P+RtFhL2IsAJg/IxaKN+UHfh8kDcmB1ePD7npKwx2UAMH1c833cIILQaNoNHSDq0N8Yi0G5ediwrzSoT3/KkD5YtmEHFP/f9hsunoqU0ZMC6wqSDtd2PRlL738MNXU2pKUk4ap7HkVWVpZ/urpG09HpDEj3ePHx3suxceNG6PV63PHoU+h21lktbzs169acAVi8ZiOqqqqQkpKCm//6KHJzczu6WXScUVU1cMVv7969IYoMhAnn66+/Drla/UgTBAEvv/wypk6dikceeSTsifSmFBUV4aqrrsKSJUsCZcuXLw9bd8KECRg8ePBhtDbU1KlTERUVOv1qdnZ22Po1NaGZRFsj0mt7+OGH8fDDD7dqW8uWLWtx8MSMGTOg14cfi2uJk08+GTExMSHlmZmZYeuHC1bQ6/VISUlBcXFxUHm493TFihVht9tU5r/zzjsvbPBEpG2Fc+mll4Ytb4vvg8FgCMmI0nj7BwdPtHb7rVFQUIBPPvkkpPz888/H/Pnzm/yuHOpnEy54ovG2NmzYAJvNFlInNTUVo0ePDrtdi8WCSZMmYf78+WG3XR88cfDUN/WGDRsWMYPE5MmTYbFYwk4dQ0RHrw7PPHFUd1olCdAbEeFi3Ig0RfEP+tVAsdf45uy110CxW6HUVUOxVUGxWaE1kaYWAASt4USQEIi6bxm9TsQbV07A1qJqmPQiiqwOSIKA7mlxKK11IishCqv3lqC0xonJA3NRYXMh1mxAblIMLj2pB/Ir6tAlJRYVdU64vQr6ZCZgR0k1lm8vgtmow+juGUiOMSOvvBZ55TXYeKASSdEmDM1NxuDcVORX1GJveQ28soq+WYmwu2QIgu8K52KrHd1T42Bze7HxQCXMeh16ZsTDIEnITY5BfnktjHoJpTUOmPQSBmYnQycJ+O/vuyCJAk7p2wmr95QgKdoMl1fG3vIalPpPtJ4zpAsSo0wor3MixqRHkdW3DVXToKoaiqx29M1MRLTJgEqbE30yE/Her1uxo6QGfTPjEW82IzHGCEXxzUFcUefAit2lcHtk9M5MxNkDc1Fc48C+ilrIqoqcpBiU1TqwYmcJDHoJXVNiEWPWw+2RsWZvGUb3SEfX1Hh0S41FjMmAb2aeg//8tgN5FTUwSDr0y0rEqX07YXepFQ6PjPS4KHRNicXOEit+212M9LgoJEUZkREfhSq7GweqarG/og6dEmMQZdIj3myEKArIjLeg2OpARnwULAYdluwoRGWdC2O6p2JjQRUyE6KhKhryK2uQGmtBWowFbo8b0UY9+nRKBQRAkgQsuOscfLFuD6wON7qmxkHTVNQ4fIO/SdEm7K+shdmgR7fUOCiaBp0oIi3WjLJaJ9LiLKioc6KszolOCdGINurw45YCJMeYMLF3FqKMelwyqgd0koAeafG4cWI/zF+9C3FmI8wGCUVVdnROjUW3lFjkldchOdoEk0GHA1V1yK+oQ2qsGWO6pWPl3tLA602PsyAx2oROCdHYW16LtFgzDlTZUFhtg1dR0T0tHoNzkrGj2BrYLwCM7JaOz2+bjJV7StE/KwGldS7Isorc5Ggs3V6IjPgouLwKthZVYVB2Eirq3MhKjEbvjAR8t3EfKmwuDO+SilN6Z0EDsLmgEpsKKpFgMSI3OQa9MhLw265ibNhfAVlVIYkCuibHQa+TcHLvTOyrqMPe8hoIgoA+GQmwubxIjDJhTV4pembEAxqgairW76/0/7+NhygCq/eWYVSXVCgAiqx2TBmYiwNVNmwuqMTAnGR0TorB1qJqmA06dE2JxXUT+qKo2o4e6fGwHMIg6qxzR+Kikd1RVutAaqwFkv/kdK+MBBRU2fD77mJEmwwYlJOMzPiokN+t3KRYfHzLWcgrr0Xn5Jiw2QqGd03F/249C/OWb0WUQY/LR/dEYrQJO4qtyIiPQmqsGVMHd8aGA+UY2yMTAoCSGgd6ZSTApI98Jb0gCHjm4jFYv78CZbUODMpORkZ8FCb0zsK2oqrA70f971u439cRXVPx2W2TUWy1o2d6PMwGHQblJKOs1gFJFCCJYsjc6wDQv1MS/nfbZBRW2dA9LQ5REQI8GjPoJbxx1QRsK6pGUrQRWQnRza5z0aieGNmzE+pcMox6PbaXWjGoSwa6ZqT6B4l9gQW9c/RY2Hswtu4vgSaI6N0lB6nJibisrBo1dhcG9uoOyWDwBzzoAgPHkPQQdHrc/RcdzskvgMPtxuBBgyDqDQ1BDv7Ah6Zc+Rfg5GvuQ3l5OQYOHBgx4rw5qqpC8wfx6aPjm+0/DBs2DMuXL8e+ffvQp08fREc3/54SEXWUo/qYqE2IgDnadwOgV1Uodb5jodi+fUNev6Zp0NwOvHVBNdavXQ2D5kHX5BgotmrItZVQbFVIEGrxwY1nYleJFXa3F2lxFsSZDSistiM5xoy9ZTXYX1WHQdnJ6N/JFyT5v1vPwr6KOnhlBbvLapCVEI1eGQlIjQ1/Mjc+yoj/3XY2lu8oxJ/7KzA0JwX7quogAuiTmYidpVZU1Dlx6aie2FhQAbNeh1P6dMKKXUWosrlRYXPi20370DcjASf37oSTuqXDYtBh0YZ81Lk8GJidjKRoE0qsDvTKiIdJ7+uvfXLLWfhmQz4+Xr0LogCc0isThVYnuqfGIq/SBkVRUG5zQy8J0EkikqNN+G13CZKjjBjZNQOFVhtqnR6kxJrRKSEaqqbB7vbC6ZVRUetGkbUOXZLj8Of+cri9Msb0yMSOkiqU1bnQJz0eKbEWONxe2NwyJg3IQW9/fzUnKQbfbtyHCpsTFoMO6bEWZCfH4MfN+5Eaa4bDrUDVNGTEmfHrrhKM65mBBIsRmwuroBMF9EyPByAgJdYMWVHROTkWP289gIw4C4x6HVbvKYUgCog16+HwyCi22lFktaFfZhIG5SSjxumFpmo4tW8nmPQSthVVo8bphkGngwYNu4qtiLXo8Ud+ORKiTBAFAR5ZwdieGVi9txSyoiIpxoQoox4jOqfiqz/z4PDIOKNvJ1TYXKhxejG6WxpKah1Yuq0QkijilL6doKoaYs0GFFvtkFUVuUmxWJtf5n89wN6yGtjdXqTHR0FTNUSZ9OidkYA4swG/7ijC8l3FyEqIxuju6eiZHo/txdX4ccsBjO6ejuGdU7FgfR4Kq2wY0TUd0UYdUmMt2FZcDU1TIQoC0uN8xyb1xzNuWcGO4mroJV8AeYzJF7jdM73p/nGTBAHdslLw2cwLkF9ZB6PRCBUi+nXOwK6Sal+gqyRh+4EyDOvVGbkZqbip3IpqmwsmowEyBAzs0QWKJmBzXgHi42IhqxpcXhlRUdFYv20XBvbthV49ugf1NxsCIxqeCzpfxqxw/UxVVVG5dSvmjL4CXq8XqampsNvtkGUZAwcORFFREX766ScMGzYM/fr1C3mZwwcCy8eehT179qBXr14h6asbizYDX3zxBTZt2oSMjAx06tTp0N5biqhXr15YunQpdu/ejZ49eyI+Pr6jm0THOVEUT4A+1+Exm83YvHlzq9drywsVzjjjDJxxxhnYvHkzFi5ciMWLF2PlypWora1tdt2lS5di/fr1gcCIg0+u12ttVomWiHRVv8US/sTCwVkTWivSazsURUVFzVfyO9z3rlevXmHLwwWeAL5MF+GEG1sKFwAU6X2K1A4AYTN3AEBJScsvdmzP70OPHj3CToPRVts/XKeddho+/vhj6HSRx6Lr6urCZk4RBCHiZw607LM5lM+8pdsuLS1t1bqAbwqXHj16YMOGDU3un4iOLh0ePHE8EiQJUnQ8pOj4iHU0VfUFVdiqIddW+AYBaysg11RAri2H6gr949FaOknEQP98pz3TG07wZfhPck4Z1CWkDADiLUYMzvGd5IwzN3REemckondGYtA+BuckY3BOMs4bFpxKqW9mIvpmBtcNZ0SXtJCyQTnJ/v0Fn5S8elzDH6GD93ew+tfTJSXyYEhWgq/OdRP6R6wDAGf0D77yISXWHHhf600e2DlkvYtHhf6hFwQBV40N/WM6OCf4IKNnenxgMK5ep8TokP02lhrb0DmaOqihPT3SGz6HscjwPdAAp8sZsg1JFHDhiO4R9wFkhS2tf7/T44I7aI0/MwC+k9R+yTFm3HbawLDb65fV8DoH+78P9bKTQqOTG9fztSX4e9V4v/WyEqJxwXDfAH6vjIbybqnxgcfhvmfXTwwdhBuSm4IhucGf4Sl9OuGUPuEH2PplJaJfVuj/j+yk4JO7A7ODtxnu/0u31Dh0S234njfebkqMGSkxrbiyK4xI/5c7JUbjopE9wqwRLM5sCPkMD5abFINZ5wanyhvUaJ3uaXHontbwGtPiWhbRJgoChh70ueglEQOzm25PY6mx5qATKulxFqTHR0HQGXy3xlkWGt1nSzrk6AyNrnRruJoNOn+ZqAu6kk6QdMgQpYbABMn/uD67gv9eECXfOoKAxnH5E5p4HUkADv42x7f4XQD6ZTT9m9uc3NzcDrmKLDU1FampqUd8v0REdHgEQYBgioLBFIWRk8P3pzTZC8VWjezaSsi1FVBqyiHXlCO9tgJybUWgr99YvMWIeP9xzvCuof2qcCwGHSYNyMWkAaF/x8b0aOhEdkps6MeN7dHwF3rG+NCsIlMa9dUB39X9Bzt7UGecfVC9ptw9qcVVD8slo0L7f/2zQo9Rpg1t6DuM7xX+GAII7m8f3J9uTt+D+tPDO/v+5jc+zq0Xrh99a4RjkcyEaAzNDe0/dElpyDaWm9xwTDKgU+RjtPG9szC+d/Dr752REHSse87g0PaO6Z4eUlbPqJPC9mcFUYJoiYVkiYVojoZoioZoivLdjBaIBjMEgwmiweS71xsh6Iz+7F8Nfcs+B2230aESGiefjnS0f/K40LJBZ0d8OYdEp9Nh4MCBISdBMzMzcdVVVzW5blJSEpKSIn9mjZlMJowYMeKQ20nNS0xMxMiRIzu6GUTkJ4pi2OCzjtC/f3/0798fDzzwAFRVxebNm7F06VJ8/fXX+Pnnn31Zo8NYunRpIHjCarWGrdNU8NyhSkgIHXsE0OQJ5MPRlpkEqqqqmq/kl54euY/SErGxsWHLI71Ph/tZRQq6iRSs0dSy1rzn7fl9iLTtttr+4Vq5ciXWrFkTMcsDEPlzMRqNIVNfNNaSz+ZQPvOWbjtcRgsAYbOptGY5ER19Ov7X9AQliGIgwMKQHjpYorod8FSXIm/jWgj2KhhNIpSaMsi1FTjsuQaIiI5zgs4AQW+EqDNA0Pse1wc8iHqj/7neN2Cs99fxDx6LekNDcETgpg/cQ5QOeW5HIiIiahuCTg9dfCp08aEnuTVFhlxbCdlaCrmmHHJVCWRrCbzVpdBkT5itER3dBEGEFJ0AKSbRd+8fS5CiEyBFxUOyxEEwmtlHJSKi45Ioihg4cCAGDhyI22+/HStWrMAZZ5wBpzP0wrDGWRQiZbRpjykMIp3wba+/zW2Zrac1WQkiZTxoqdZmfzncbDGxsbFhg0PCZT1obllrAjna8/vQVHDB0dAXtNvtmDJlCpYuXRoxA0ekIBq32w1FUSK+xpZ8NpG23dRn3tJtRwqCaG5KjkhBF0R09GLwxFFKNFpgSM2Fkun70U70p7PVZC/kmjJ4q4ohVxXD678pttA5T4mIjhWC3ghRb4JgqL83BZ77lvkDHgwmCDojRIP/SrnGyxoHPTAVJxER0QlLkHTQJ6RBnxCcbUBTVV/mv2r/cVRlke+YylrKAHXqcKI5BrrYJOhikiDFJkEXmwwpJhG62CSIljj2b4mIiPzGjh2LSy+9FHPnzm2yXkZGRtjyVatWtUezjqhIGSCeffbZJq/4D+dwAyKOZhkZGWGDJ3bs2IGuXbuGXWf79u1hyw8368bxKCsrC3379sWPP/4YVF5dXY0zzzwTy5cvR/fuoVmuY2JiEBUVFRKwoGkadu7ciT59Ds6F5tOSzybS//sdO3Y0+Vpasu20tPDZC3fu3Blxu4qiYNeuXU3um4iOPgyeOMYIOj30SVnQJwWn/lTdTniriuCtLIS3ohDeykLIVcXQ1NC5voiI2oOgM0A0WqDpY6DpTTBlZEEyRfvSBJssEI1mCP6UwQ1pg333HAwmIiKi9iaIou/kdGwSTLkNU/dpstcfTFHgO5byH09pircDW0vHHUGALjoBUmyyLzDCHyBR/1g0HL8nLoiIiJry7bffoq6uDhdeeGGLMw1EygKQktIwDdj48ePD1lmyZAk2btyIgQPDT+F1LBg3bhxee+21kPL9+/fjvvvua/F2ZFk+KqZ6aC9jx47Fli1bQsq//PJLTJ48Oew6X3zxRcRtUTCdTofPP/8cEydOxLp164KWlZSU4IwzzsCvv/6KrKzQafzGjh2LH374IaT8yy+/jBg80ZLPZtCgQYiOjg7J9lBWVobff/89bHCRw+HA999/3+y2I001tmbNGpSVlYWdOvi7775rNusFER19jt+/jCcY0WiGMaMbjI3mpdcUxZeetqIQ3ooCeCoKfIOAXncHtpSIjiWCpINkiYMYFeefPzkGkiUGoiXOd2+KbphTWW+Aqqqo2LoVAJDgz5hDREREdDQTdHoYUnNgSM0JlGmqArm6FJ7yA/CW7YOn/ADkykJomtqBLaWjnWiKgi4mEVJMEqQYX6COVJ9NIjoBQhNplomIiE5Ue/bswe23345evXrhhhtuwOWXX97kVf7FxcX4+OOPwy4bMmRI4PHw4cORnZ2NAwcOBNXRNA0XXnghvv/+e3TpEjqdNgD88ccfyM/Px/nnn38Ir6j9nXnmmTCbzSFTl7z11ls488wzcc455zS5/q5du/Dhhx/inXfeQWFhYXs2tUNNmzYN//znP0PK586di2uuuQajRo0KKl+1ahXefffdsNuaOnVqu7TxWBcdHY1FixZhzJgx2Lt3b9Cy/Px8nHnmmVi2bBmSkpKClk2bNi1s8MRzzz2Hiy++GN26dQsq//zzzyMGOEyZMiXwWK/X46yzzsKnn34aUu/uu+/G4sWLYTabg8offPBBVFeHZnZPS0vDiBEjAs+7dOmCnj17hmSakGUZ99xzD/7zn/8EldfW1uL+++8P22YiOroxeOI4JkhSQ5aKXr6oOE1VodRWwFNxAN7yAngrDsBbUQDV4+rg1hLREScIvjmSoxN8V8HVz6EcFQcpKh5iVBxEU9RRMV8eERER0ZEkiBL0SZnQJ2UCvX2Dqprs9R1Hle6DpzQPntJ9UBxtP2c2HZ0EQfQFFEcn+PvPvn60rw+dCCkmAaLe2NHNJCIiOmbt2LED99xzD+6//36MGDECY8aMwcCBA5GcnAyz2YzS0lKsXLkS//nPf8Ke6ExISMC4ceMCzwVBwKxZs3DdddeF1N21axcGDBiAq666ChMnTkRqaipsNhu2bduGb775BkuWLMGsWbOO2uCJhIQE3H777Xj22WeDymVZxrRp0zB+/HhcdNFFyM7ORlxcHGpqalBYWIgNGzZg+fLlEacoON6cffbZGDx4MNavXx9U7vV6ceqpp+L222/HxIkTIQgCli1bhpdffhleb2j2uUGDBgWdoKdgaWlp+P777zF27FiUlZUFLdu6dSvOOuss/PLLL4iJiQmUX3PNNXjiiSdQUlISVL+6uhqjRo3C3XffjZEjR/4/e/cdJ1dVP3z8c9v0tjWbTe+d3qKUUBQ0SgdREEERxS7qT8WCBVF8xEfxAUH5ISIK0qWIYpAQUFqAACmkt+1tdnq99z5/zOzsTmY32dRN+b5fDPfOue1M2cm5537v95DNZvnHP/7B7bffPuixzz77bObNm1dWdt111/Hwww9jbzM04yuvvMKxxx7Ll770JaZOnUpXVxd/+tOfePLJJwfd9ze/+U20bYKfP/e5z/GVr3ylYt17772XtrY2PvnJTzJq1CjWrFnDL3/5SxmyQ4gDlARPHGIUVUUP1aOH6mHq0UAxoCLWXbirqqup9LAyyRGurRBid6luf/+4yf7qQppgf3WxkzeEosrdb0IIIYQQw6HoBs6GyTgbJgOnYts2ZqyHbNsGsq0byLStJ9/bscP9iP2LomqFTGpufyHTmieAVnyo3lB/YLHLK0PNCSGEEPuAaZq8/PLLvPzyyzu13XXXXYfTWR7IeMUVV/DYY48NenE0kUjw29/+lt/+9re7Vd+R8t3vfpenn36ad955p2LZCy+8wAsvvDACtdq/KIrC7373O0455ZSKLB3JZJKbbrqJm266abv7cLlc/O53v5Oby3Zg6tSpPPXUUyxYsKBimIqlS5dy9tln8/TTT+NyFYaqc7vd3HHHHZx33nlYVnl2v+7ubr773e/u8Ji1tbX86le/qig/8sgjufbaa7n55psrlq1YsYLPfOYzO9z3/Pnz+dznPldR/tnPfpY77riDVatWVSxbtGgRixYtqihXFKUikEMIsX+T4AlRCKgI1qEH62DqUQCljsBcVxO5zq3kupvJdjVhpWIjXFshRBkZO1kIIYQQYkQoioIeKAzN4JleSOdqJmNk29aTaV5HpmUt+d72Ea7loUVRVBSXF9XpKTxcfVMfqstbeF6c19x+VLcPxeGWznAhhBDiAHfhhRfy1a9+taJc0zT++te/cv755w+Z8v9A5ff7+fvf/85ZZ53FihUrRro6+61jjz2W++67j4997GMkkzt3s6jb7ebee+/luOOO20u1O7gcc8wxPPzww3z4wx+uyOCxePFiPvKRj/Dwww+j64XLkmeffTa33norX/ziF8nn8zt1rJqaGh577LEhh975+c9/TkdHR8VQGsNx2GGH8eijj1YEYwE4nU7+8pe/sGDBAiKRHWchPOecc+ju7ubFF1+sWCbnIELsvyR4QgxqYEege/LhQCGgwkpGi5kpmgvT7mbyse4Rrq0QBzdF04tjJtf2j5scrCsESPirUTT5KRdCCCGE2B9oHj/uyUfgnnwEAGYySqZlHZmm1WSa12DGK1NMi6GpTk8hA0QxM0R/EEThobm8ZcESiuGUTkghhBDiAHPSSSfxkY98hH/84x/Duhg5kMfj4Xvf+x5f//rXK9LrD1zn6aef5te//jU//elPK4YVGMqB0KYYO3Ysr732Gt/97ne5/fbbdyo44LDDDuPSSy/di7Xbf5xzzjm89tprfPaznx12Ro758+dzxx13VAwJIbbvzDPP5M477+SKK66oyLbw+OOPc+WVV3LPPfeU/r4++9nPMnfuXD7/+c/z9ttvD+sYH/jAB7j99tsZP378kOuoqso999zDSSedxPe///2K4UEG43Q6ufrqq7nppptwu91DrnfEEUewaNEiLrroIjZt2jTkeldeeSW33XYbp5xyyqDLg8HgDuskhBgZcsVNDJuiKMWUpUFcE+aUyq1smnxPK7nuZnLdLYVHuBU7lxnB2gpxAFEUNG+oOJxGDZq/ujS0hh6oRfUEJEWwEEIIIcQBSPME8Ew9Cs/UowrZ/aJdZJrXlIIprGx6pKs4YhRVKwYIF4KDNX81mjeE5gsVpp4gyhAXQYQQQghx8Dj88MO5//77yeVyvPHGG7z88su8+eabbNiwgc2bN9Pb20symUTTNPx+P42NjRx++OEsWLCACy+8kEAgsMNjKIrCV77yFa655hoeeeQRnnvuOV599VXa2toIh8M4nU7q6+sZPXo0733veznrrLN473vfuw9e/e5zu93cfPPNfPe73+X+++/nhRde4M0336Srq4ve3l4cDgeBQICJEycye/ZsTjjhBE4//XQmT5480lXfp2bPns2SJUt45ZVXePTRR3nxxRfZuHEjPT09AFRVVTFhwgROPPFEzj333APm898fXX755bS2tvKtb32rYtm9995LKBTiN7/5TansxBNP5K233mLRokU8+eST/Oc//6GpqYlwOIyqqlRXVzN16lROOukkLrroIg477LBh1+XTn/40l19+OQ8++CDPPvssr776Ku3t7UQiETweDzU1NcydO5dTTjmFSy+9lIaGhmHt95hjjmHFihXcfvvtPPjgg6xevZpUKsXo0aN5z3vew6c+9SlOPbUw1OPGjRsrtnc4HIRCoWG/DiHEvqXYIzDYzo033kgul8MwDK677rp9ffgDhmVZrFy5Eij8464eQBdPbdvGjIcLQRXhtsK0p5V8bwe2mdvxDsTeZUMqXRjnze1yw/4fSH3AUnRH8W45P5rHX+wQrkL1BtF9VYVxlD2Bg6Zj+ED+3RL7N/luib3BsixuvPFGTNOUdqnY5w7lcyL5TS+wLZNc51YyTatJN60m174J27Z2vOEBRnV60KsaMKoa0KtGoVc1oAfr0bxBCRAWO0V+O4QQO0t+N4bnUG6XCiHE3vTss89yxhlnVJTPnz+f//73vyNQIyHEcEjmCbFXKIqCXrx7fmCWCtuyCkEVvR3ke9v7p5EuzOTOpWUTYl9SdAeqw4XicKEaA6ZO94DUwb7iuMpeNI+/kFrY4RrpqgshhBBCiP2Qomo4Rk3EMWoi/qPPxMqmybZtKGSlaFpNLrzj1LL7Gz1Qi1EzBqN2DEZNI0bNGFRv6IBIey2EEEIIIYQQO7Jq1SrefPNNLrjgApxO55DrrV27lk996lODLlu4cOHeqp4QYg+Q4AmxTymqih4opGZl/KyyZVYugxntJh/pJB/tKszHujFjPZjxMLaZH6FaHywUFMNRuOBvOLATaWzNwFlXj2o4UPS+h4Gi6aAZpXlF00HVC3eGqRqKqvVPFaXQGaoWMyeoKgoKDOwgVRT601vY0JfwxraxscEeUG7bYFvFMdGKy2yzsIltFbctrFe+znbu0lOUUh0URS09L3sdWmGqqHrhdfe9F7qjuI7cnSCEEEIIIfYe1eHCNX42rvGzATBTcbKt68m0rCPbup5cTyvFhvN+QEEP1WHUjMVRNw6jbhxGTSOq0zPSFRNCCCGEEEKIvaa5uZlLL72Ua665hve///0cf/zxTJs2jVAoRCaTYevWrSxevJiHHnqIdLpymMaqqiquueaaEai5EGK4JHhC7DdUw4la04hR01ixzLYsrFQMM9ZDPh7GSkYw4xHMRC9mojC1UrGDOsCikPXAjepwozrdhXln4bni9AxY7iqbVwxn/6MY0GBZFp3FtIXVkrZQCCGEEEKI/Y7m9uGefDjuyYcDYGWS5Dq3ku3cQrZjC7mOLfske5/qcBeG3ageXcomodc0ohpD32UlhBBCCCGEEAezaDTKQw89xEMPPbRT2/3qV7+iurp6L9VKCLEnSPCEOCAoqormDaJ5gziYNOg6tm1j5zJYqXgh0CJdmFqZFFY6iZ1NYWWSWJkUdjaJlcti57PYuUxhuscDL5Ri5gIDpS+Lg+FCHRDM0BfcUBoOwuEuTJ2e0vO+Msl8IIQQQgghxKFLdXpwjp2Bc+yMUpmVTpDv7SA3YFhEKxnFSscxkzFsM7fD/Sq6A9XpRvNVofmq0f1VaP5q9EAtelUDqicgw24IIYQQQgghxG7QdZ1f/OIXXH755SNdFSHEDkjwhDhoKIpSDDhwQbB2p7e3LQs7nwXLwrbyYJnYpoltmdsZEkJB0bRthrJQUTQDNF06GYUQQgghhBB7jery4miYhKOhMsC8L7jczqawLat/aDzLQtH1AUHa2gjUXAghhBBCCCEOPC6XC1VVsaztDCO+jfnz53PLLbdwzDHH7MWaCSH2FAmeEKJIUVUUh2ukqyGEEEIIIYQQu60vuBw5xxFCCCGEEEKIPeLEE0+kubmZp556iv/85z8sX76czZs3E4lEME2TQCBAKBRi9uzZHHvssZx77rkcdthhI11tIcROkOAJIYQQQgghhBBCCCGEEEIIIYTYgYaGBj71qU/xqU99aqSrIoTYC9SRroAQQgghhBBCCCGEEEIIIYQQQgghxEiS4AkhhBBCCCGEEEIIIYQQQgghhBBCHNIkeEIIIYQQQgghhBBCCCGEEEIIIYQQhzQJnhBCCCGEEEIIIYQQQgghhBBCCCHEIU2CJ4QQQgghhBBCCCGEEEIIIYQQQghxSJPgCSGEEEIIIYQQQgghhBBCCCGEEEIc0vSRroAQI8W2bax8hnwmUXhkk5j5DFYug5lLY+bTmLk0Vj6LZeawzBy2mS/O57HNLLZtFR82tmWCZWFjbXMkpX9OUUBRUVQNRVFRFKUwVTUUVUfVdBRVLz7XUDUDRdNRNQNVHTCv6ai6ozjv6J/XHYXnffO6A1XV9u0bK4QQQgghhBgRtm2TT8fIJMNkEz1kE2EyiR5yqSiWmcXK50rnNpaZQ1U1VN2JqjvRdAeq7kR3ejDcQZzeKgx3EIcnhMMTQtWMkX55QgghhBBCCCGEEHuVBE+Ig4pt25jZJJlEmFwqQi4VJZeOlk8z8VLAhG1vG+hw8FEUddBAi0gsgaLqrOv6zzbLjeK80R+8oRqoulEI6FANFK0Y7NEX6KHp/QEhpcCQvqAQFSgGjSgDpoXaDahn/7xt24ANto1dKOh/Xpy3bRuKn1/ffP+6w/hcFa0UvMI2QSwD6yKEEEIIIcT+yDLzpCJtJMNbSYabSfZsJRFuxsyl9srxnN5qXP46XIEGXIE6XIFRuIMNODxV0n4WQgghhBBCCCHEQUGCJ8QBpe9OqnS8i0y8i0ysi0yih2yih0yyl2wijGVmR7qa+xXbtgqZNHLpAYWQSxc6VcPp9oExDALKgkJUtZDlQ9OdqIareEeeC81wohkudKcX3eFFd3rQHV40pwfD6cNw+VF1x0i/FCGEEEIIcZAwcxniXRuJdawj1r6WeNdmLCu3z46fSfSQSfQQaVtdVq7pTtyhMbhDDXiCjbhDo/GEGjHcgX1WNyGEEEIIIYQQQog9QYInxH7JzKVJRdtJR9pJRdtIRztIxzrJxDox85mRrp44yFlWHqw87OZ3TTPcGO4ADpcfwx3EcAdweqtxeKtweKtxeqrQXb5C9gshhBBCCCEGsC2TeNcmIq2riLSuJtG9ab/MnGfmM8S7NhDv2lBWbjh9uEP9wRTu4GjcwQZ0p3eEaiqEEEIIIYQQQgixfRI8IUaUmUuT6m0l2dtCKtJKqreFVKSNbCoy0lUTYreZuRRmLkU62j7kOqpq4PCGcPpqcflqcfprcfoKD5e/Fs1w7cMaCyGEEEKIkZSJdxeCJVpWEmlbXZ497gCTy8TJta8h2r6mrNxwBXCHRuMONOAOjsIVKDwcnqAEFQshhBBCCCGEEGJESfCE2Cds2yIT7yYZbiLZ00Qi3ESqt5VMonukqybEiLKsHOlYJ+lYJ4OFDDncQVz+OpyBelz+etyBUbgCdTh9daia/IQLIYQQQhzILDNHrGMdvc0riLSsJLWdoNuDRS4dJdcWJbrN8B+q5sAVqMcdqMfpr8PlqytM/bUY7iCKImMNCiGEEELsbYsXL+bUU0+tKP/EJz7B3Xffve8rJIQQQuxjcuVN7HGWZRaySfRsJdGztRAwEW6S4TaE2AXZVKSQiaVjXVm5oqiF7BSBetzBhkJgRbABV2AUhss3QrUVQgghhBDbY9s2mVgnkdZV9LasJNq2BsvMjnS19guWmS2dO25L1RzFLG01/VnafLU4fDU4fTVoumMEaiyEEEKIPWV3gySDwSC9vb17pjJCCCGEOKRJ8ITYLZaZJxVpJdG9mUQxWCIVbsGyciNdNSEOarZtkY51kI510Nu8vGyZ7vDgGpAGuZCtoh6nr1ayVQghhBBC7GP5bJJo25ricByrJPveLrDMLMlIC8lIy6DLDZe/GFRRCKZwemtK8w5PlbSBhRBCCCGEEEIIMSzSgyCGzbZMUpE2Et1bisESW0hKoIQQ+518Nkm8awPxrg1l5Yqi4vRW4wrUF8aW9teXhgBxeqtQVG2EaiyEEEIIcfAwc2liHeuJtq8h2raGZLgJ27ZGuloHtVw6Ri4dI961sWKZoqgY7mAxqKK6FFzh8FUXpp6QBFcIIYQQQgghhBACkOAJMQTbtkhF2kn2bCHevZlE91aS4a1YpgRKCHGgsm2LdLyLdLwLWlaWLVMUFYe3upgOuZAKudC5XOhU1l1+GWdaCCGEEGIQuVSUWNdG4h3riXVuING9WYIl9iO2bZFNhskmw8QGWa6gYHiCODx9bd9qHN4qnJ7C1OGtQjPc0hYWQgghhBBCCCEOARI8IQoZJaLtJHu2FrJK9GwlGW7CzGdGumpCiH3Eti0y8S4y8S5oq1yuqkahE9lbheEJ4Rj4cIcw3EEMlw+QTmUhhBBCHLwsM0+qt6UQYN61iVjnBtKxjpGultgNNjbZZC/ZZG9F5rY+mu4sBFK4Q4XpwHawJ4TDHUB3+VAUdR/XXgghhDi43XLLLRx55JE7XE/X5TKHEEIIIfYMaVUcYsx8llRvC8lwE8lwcylQQjJKCCG2x7JypGMd2704oKCgOb2ksjaK4WF9eHyhI9npw3D50B1edJe3MHV60R0eVN2xD1+FEEIIIcTwWWaOVKSNZLiJRPdWEt2bSIabsaz8SFdN7GNmPkMq0kYqMkiUcZGiajjcQQx3sDQ13IHifKBYLkEWQgghxM6YN28eJ5544khXQwghhBCHEAmeOEjZtk020UOyt4VUbyvJ3maS4SbS0Q5JISuE2CtsbPLpOPl0CoCeTOcOE1GoqoHmcKE7PGgOD7rDjWa40RxuNMM14OFGM5yFed2FWip3oulOFFXbB69QCCGEEAcj27bJpSKF86ZIC8mewrlTKtIq505i2GzLJJPoIZPo2e56iqJiuPyFgApXoBhYMSDIoq/MFUAznPuo9kIIIcShYePGjdx///288MILrFq1ip6eHtLpNDU1NUycOJHTTjuNj370o8yZM2eH+5o4cSKbN2+uKLdtG4B///vf/O53v+Oll16ivb2d0aNHc+yxx/KVr3yF97znPWXbxGIx/vCHP/CXv/yFdevWkUwmGTNmDKeffjpf+9rXmDZt2g7rE41GeeCBB3jmmWdYsWIFLS0tJBIJAHw+H2PGjGHSpEkcfvjhHHfccZx00kmEQqFhvGuVFi1axB/+8AdeeuklWltbcbvdzJgxg/PPP58vfOELuN3uIbe1bZsNGzbw+uuv8/rrr7Ns2TK2bt1KW1sbyWQS0zTx+XxUV1cze/ZsjjvuOD72sY8xZcqUQffX2dnJmDFjyOXKbw5dsGABzz333HZfxze/+U1+/vOfV5Q/+eSTLFy4cNBtotEo9913H4sXL+aNN96gq6uLaDRKKBRi9OjRnHTSSZxzzjm8//3v3+6xAa644gr++Mc/VpQ/99xzLFiwgEgkwv/+7//yyCOPsGbNGiKRCLW1tcyfP5+rr756WMcQQgix8yR44gBXSLXfQzraTjraTjLSSqq3lVRviwy7IYTY71lWDiudI5cebATq4VNVA81wourO4rQ/sKK/zIFWLFd1B5rhQtUdheV96/U9N5woqi5jWwshhBAHEdu2yCbCpIrnTqlIG6neFlKRNvLZ5EhXTxwibNsim4qQTUV2uK6mO8sDLVx+dLe/OO/rL3P50Ay3tF2FEEKIIXR3d/PlL3+Z+++/H9M0K5a3trbS2trKSy+9xI033sgll1zCrbfeSlVV1U4fK5fL8dnPfpa77rqrrHzTpk1s2rSJBx98kO985zv8+Mc/RlEU3nrrLc4//3w2bCgfPmzdunWsW7eOu+66iz/+8Y989KMfHfKYDz/8MJ/5zGfo7u4edHk4HCYcDrN8+XKeeOIJAFRVZfXq1UydOnXYr623t5dPf/rTPPTQQ2Xl6XSal19+mZdffpk777yTf/3rX4wfP37QfTzzzDOcddZZOzxOb28vGzZs4Mknn+T666/n0ksv5ZZbbqn4TOrq6li4cCGPPfZYWfmSJUtoaWmhsbFxyOM88MADFWWjR48etH6mafKTn/yEm2++mWg0WrG8q6uLrq4u3nnnHW677TaOO+447rzzTubNm7fd1zqUJ554gquvvpq2tvLMZy0tLTz88MM8/PDDXHPNNdx6663SBhRCiD1MgicOALZtkUn0kEv2kIl1k453ko52kI60k451Ylky5IYQ4tBmWTmsTA4y8T22T0VRiwEXhWALVesLtDBKQReqVpwvTR1ougNFMwplml7YTjNQNB1V1QvLVK3/uaoVAjVUrfCQEx4hhBBil9m2TT4dIx3rLD46yMS6SgETMlyhOJCY+QxmPEM63rXDdRVVw3D6+ofMcw4YLs/pRXf60BzusoxvMoyeEEKIQ8E777zDwoUL2bp167DWt22b++67j9dee41nnnmGSZMm7dTxPv7xj/PXv/51u+v85Cc/oa6ujrPOOouTTz550IvxfXK5HJdffjkzZszgqKOOqlj+73//m4svvhjL2rmMaZZlkc8Pfzi6cDjMGWecweuvv77d9dasWcN5553HK6+8gq5XXn7qy8yxM2zb5t5772X58uW8+OKLeL3esuVXXHFFRfCEZVn89a9/5atf/eqg+3zppZfYtGlTRflll12GppVnuI1Go3z4wx9myZIlw67zq6++ynve8x4eeOABPvCBDwx7O4B77rmHe+65Z9BAn4F++9vfMm3atCFfoxBCiF0jwRP7ATOfJZsMk02Ei9NesskwmUQP4ZaNWJkoby9z7DD9vRBCiD3Hti3MXBozl96nx1UUFUXRUFR1QECFCopaWKYOmEcBVS0EXCjFKSqKQuE5DCjvW6e8rDRV1fKpooKiDDi+Ujy+1l+/4nMUtRAQUvEYECBSCh7RURStGFhioKhacaqjaroMwSKEEGK7+oIjssleMokesokeMvFuMonuwjTeLRn4xCHJtsxhZ7QYSFX18uHyBgyfV8rQVsro1hcsXJzXjVKgcCGY2CgLHFYUdS+9WiGEEGJ4WltbdypwYqB169Zx9tln8/LLL1dcrN+eHQVO9Pne977Hbbfdtt3AiT75fJ5vfetbPPPMM4PuZ2cDJ3bF448/Pux133jjDe6//34uu+yyPVqHZcuW8f3vf5+bb765rHzhwoXU19fT0dFRVn7fffcNGVhw//33D1p+xRVXlD03TZOLL754pwIn+sTjcS6++GJefvnlYQ0F0+cPf/jDsNf9wQ9+wNVXX71T31EhhBDbN+LBE/viH/Z9zcpnyWeT5DNx8pkk+WyCfKbwyKWj5FIxcuko+eL8UBfmbGzMdLo0r9h7Jnoib1r89J6XeWttJ7qm8JlzD+e4OY38+v6lrG+OcOzsBq4+53BUtXC8dDbPLQ+8wTvrO0mmc9g2OAyN73/qPSjA/71/KV29qbJjOAyVXN6iL5C0LuTm5CPH8djzazEtG5dD46qzD+OEuY386q+vs3JjF+mMiW3bOB0aubyFrqu4nTq6puJ1GWxuKzQkVQWchoZp2SgKZHKDf4e8Lo3jZjeyZFlTaV2noZHLm5hWXz01XA4NRYF4ModpFSqsqQr1VR66epPkzP5o2DmTarj+qveysSXCT+5+iWgiW1qmqUpp+21d/oE5nHr0eL70y2eJJQvbKAoMFmjrcemMrvWyvqm808vt1PjIGbOoCbq49aE3SWdNNFVhxoRqOnoSeFwOGmu9vLyitVQfn9sAwO91oKkqLZ3xYh1tBlZV1yA/IJD1+NkNvLqyjb5VVEVh3Cg/sWSWsfV+vvKRo3E7db73uxdZ19RbeC91hWy+f6eqWniBuqYydpSfcDTD2Hof6WyeLW2xwmtXbPJ5GwWwsHHoGl63QTSRwenQOWpGPf95uwXLsvF7dEZV+1jf3IuqKmiKQjbf/9krCkxsCPKNy47lx3e9RGt3YUw/pfg/2waHrjJ1XBWtXXHypkUsWX7noa4pqIqCadvYFnjdBvFUFmzwuQ0uef8s3lzTwfL1Xdi2TVXARWc4OeTnPqkxwKbW6KCfc5+6KjfXXnIMv/jza3RH06X6TmwIct0VJ/CbB99g+fpOLLvwWqqDbuLJLJmcWfycweU0yGRNPE6dS94/i7NO6I+If+jfq/nHyxupq/Lw1Y8cTX21ly3tUW554HWi8Sznnzqd04+ZwG0Pv8Hb67qYNbGaL158NE6j/wL2P17eyCPPrcHt0lBVlVgiy8L3TuG8UyrHW1y7tYfv3fFi6bNRFAh6nRi6gqHrfObcw5k3ta60/l+eWcm/l26hJuAib9pEEhk+dOIUzj15Go+/sI7HX1hHTdDNlz9yNI21PmLJLL/+6+tsbIlwwtzRXHX2YaVMDWu3hrn1oTdJZXJ87MzZnHj4WG7608u8sboDXVO54NRpvLCsmdauwt+BAhw9cxTf/sQJKIrCA8++ywPPvotlgddl8MWLjuK4OaMBCMfS/Or+pTR3xjn5iLFc/sG5Q3+ou8m2LWws2H5wOS8sa+Lef6zAtsGyLTwuB9ecfwSzJtYAkMmZ/ObBN1i1sZu5U2r5woVHYugam9si3PLAG7R2Jcjk8miqyiVnzOT8U6fz53+u5LnXt9BY6+MrlxxNdWDoMSr7PPf6Fu771yosy8aybDwuA9OysCybS8+azclHjCsdM5bIcuFpM3j/8ROH3qGioGoGFiq3PbiUN1a1MGNSPeedcSS/+fNzpDN5PnXRqZx5ypGlDB99gRf988VMH4MEZ2wbqFFav7TegEwgO5EFpLW1lS996Uu8/fbbABx77LH85je/2aUUn2LfORjboeLAdKh9Fwe+3r55y8yVnzOlY+RS0eL5U5RcMlIINE/1Yg+4A6snmuInd7/M5rYohqaiayqZnInPbXDVOYfxnnljAMhk81x7y3O0dSdwO3VyOZO8ZaOrKuMb/Lz/+Enc+/QKEpk8DdVegn4nm1ujWJZNfbWHL154FGu29vDHvy8nO8T5h64pHDa1njH1Pp54YT1QaMNnshYoYG3TZlQVsAFD13DqGjnTxGlonHzkOJat6WBrR+WwZoauks9b7Oz9egrs9DZDCfqczJlUwysrWzHN7e9VUfra4wpOQyNvWliWhaIo5Ivb9rV/DV0ll9u516YoEPK5iCYyGLrKqUeNY+m77XRHUgzRRMfnMfC7HeTyFsfNbmDpu21EE1lUFdIZC2tA411RQNfU4jmwim3ZxXa4wtEzR/Gty48vtRdyeYsv/3IRbT3J0raaqjB/7hheW9VaOn9TFMpeu9ul43Ya9MZTDLy5UAFmT67h25efgMdllL0Gy7L5/eNv88qKFgDyxba306FxwakzOOuESaU2mtdl8IULj+S5N7bwr1c2kzOtwnGdGuecPJ2gz8lD/16N3+PgSx85igkNwdJxookMv7r/dTa3RZk3tZbmjhi98SznL5jGjPHV/ObBN0ikc1xyxkxOO2YCAH/+50oee34tigKXf3Ae5yyYzd1Pvs3zb2xifEOI//nU+6gOBVA1nbbuBD+940k6e2Kcf9YJXHrugmLArYGiaazb1MoNv7qXWCLJJz92Dm++s4aXX3+HYMBHIplmVH0tN/3wWzQ0NHDdj37OG8ve4YTjjuVnN/wAp8vV37YbkPFtW8888ww//OEPMQyDb33rW/zxj39k7dq1nHPOOXzve98b7ldxh1KpFF/96ld57bXXOOmkk/j5z3+Ow3HwZP1ob2/ni1/8Ihs2bODCCy/kW9/61khX6ZBzxx13cOedd9LQ0MAtt9yy03fKH6wGa3OIoVmWxYoVK3Z6u7q6Ourr6/dCjeDUU08d1nrPPfccCxYsqCi/9tprBw2cqKur4+qrr+bII4/E5/OxZs0abr31VlavXl223vLly7nhhhv46U9/ulP1HjNmDNdddx1Tp07llVde4Uc/+lFFlodYLEYsVmjvvec97+GLX/wiXq+XP/3pTzz44IMV+1y0aBFtbW00NDSUytLpNC+99FLFujNmzOCaa65h2rRpeDweotEomzdvZsWKFSxZsoRVq1bt1OsZaNasWXzlK19hypQpvPPOO3znO98hmawcAu/ee+8dMniirq6OY445hmOPPZbRo0cTCoUIhUJ4PB7S6TQdHR0sXbqUP/zhDxXBJXfccQfXX389gUCgVKbrOpdddhm//OUvy9Z97bXXWL9+PVOmTCkrtyxr0Pf4+OOPZ/bs2WVld955J//85z8r1nU6nVx66aWcfvrp1NfX09zczJ///Gf+9a9/la0Xj8e56qqrBv2cduSjH/0oF198MS6Xiz/+8Y+DBnxEo1GeeOIJLrnkkp3evxBCiMEp9q7kSdpNN954I7lcDk3TOPfcc/fpsW0rj5VLgW2CbWHbFlhmYWqb2Fa++NwEK4/d9zBzxec5bDPXPzUz2Ga28MgX5+0dXPEaYc+8spk/Pv1u6bmiwOlHj2PR0v6G5GfOncvJRxQ6Gh9evI5HFq+v2E/Q60BVFcKxXbuzSwFOO2Yszy5t2qXtR8rlH5jJ3/+7ia7Izt2NPn1ckDVbd+4uoMGowEif7p18RCP1VR4eem7dCNekUk3IRXfvvs0UsLtcDo10tvJ3Y0KDn81tlZ3mO3LzF0+kocbL2q29/OB/XymVHzm9jq9/7Ci+//uXWd9c+C4qwNknTuJvL24srXfhqVM575TCSUVbd4Kv/+bFQTuxb7h6PpMaA2Vln//Fc/TGs4OsXeBzG9zxzdMAWL6hm5/es3TQ9b5w4WH8v4feLj2fM6ma6z5xLH/8+yqeeXVL//EuOIz3zCsEOHztlhdKndWaqvCx903nT/8sP+kdzDXnzWPOpGq+8Mvny8oNXeX2/zkVl0Pn9kff4YW3WkrLvvGxozhiet22u9pnYoksn795cUXgTpXfyf/72gIA/rZkAw/8e21p2aXvn8EH3zOR797xEhtbK+9q+Nz587jtkXdKz+fPbeALFx6+3XqEYxm+/H+fHzKASFMV/t/XFvDze18vHVNR4JdfPIn6as92973ota384amVpec+t048lS/t9zfXnkLQ59zuPnaXoqig6gMyf2igaqAUs3EMyAryf+95jpeWlY9PeuZJh3H1JWcUtkEpZenoz+zRn0Wkf14pzdOXXWTbZaUsIgOfF/dZnEfRCmWl533HVfrXGTDdfvnB7bHHHsM0TQzD4Lrrrhvp6ohDyEieE+2KwmmjDbY14Dwqj22ZxfMos3Q+VThfyoOVKz7PVpwzWWYGO5/Gzqex8mlsc+j2w/b8v4fe4qXlbYMuMzSVW7++AK/b2O56wzGqyk17OLXjFcUhZWBb9O6nVvKv13b+rtYd+dB7J/LR980oK3vxrRZ+++g7g66vAN+/8jh+fPdrpUCQ6oCTnujg5+0Dg/onjg7wk8/MLy373ydW8O/XK8/XFaC+2kN7se2tKgq//urJOHSVz/z8ubL1rv3okdx835ulspOPaOQz5xbG/r7pT0t5e33/2Ow3XH0Ckxr7gze+ddt/2NoRr6jnQHMmVTN7UjUP/rv/3PSyM2fwgfkTB6m3Umy/Fdp02Tx8+obHyRYD0/VicFLp+J9eyDGHTy1rBxbabf1twf62nFbZvutrAyoq9z/yNH9+8InSvq++8mOc86EzK9t2pbbftm20bcuK7/DA+b43qu/VDrMdV94tOEQX4Q66Dm+66ec8t3hx6fkNN/yYY44+eps6DXRotDP3pNK/w4PYsGEDn/vc50vPjzjiCH72s+1d6JX3X5TrOyfKZrPceOONO7399ddfzw9+8IPdqsPuficHC55YvXo1s2bNqhgmYtq0aSxZsqQsCAEgk8mwYMECXn755bJyn89HU1MTwWCwrHzixIls3ry5oi5VVVUsW7aM8ePHl8q+/e1v87Of/WzQup9wwgksWbIEwygES9q2zfHHH89rr71Wse7jjz/Ohz/84dLzlpYWxowZU7Heli1bGDdu3KDHA2hqauKvf/0rH/vYxxg9enTZssWLFw8ZtHL00Ufz/PPPl2U5+Oc//8lZZ51VsW51dTXd3d0V5aZpVgyLMZQHH3yQiy++uKL873//e8VQGMuXL2fevHkV695www185zvfKSt77rnnOO200yrW/e1vf8tnP/vZ0nPLspgwYQJNTeXtIbfbzTPPPMOJJ55YsY+vfvWr/OpXv6ooX7RoEaeffnpZ2RVXXMEf//jHinUBfvazn/HNb36zrOxjH/sY991336DH3DZwRAghxK4b8cwT+5qVS5ILb+wPligGTxQ6AM1SB2DZvFUMnBgYNGHlwMxh77H7d/adeKr8bnvbpiyDAhSyMPRJpAYfFziTM3d0/rxdNpXHPRBEE1kS6eGPB9cnltr5bQYz0oETUPh+eJz752eXzuyZ93lfypuDf6qJ9K6Nyd33/dz2b73v7zqe7P/sbCCSKO9IHbhdIpUb8lcunqr8DvRlxBhKMp3HNC00TR3ytwWo6NztyxJS+Zr66zBwmWnZhGPDC6KJJjIkB/ne5PIW2ZyFy1F53Nh26r4vpLL5QQMWBtaz4r1KDf4e9tk2EG6o9crqkRm8Hn1MyyadyZfty7aH993e9vsxMMuQadmkMvm9Hjxh2xaY2WH9Sx+LVgbHRcNdZHs3DhIgUewk7+uAL3WYq5WBDwM63cs7zfvWLR9mpWJfAzrblSGDI/r2w4Bp3/rbHnObjvuBARt9QRwD968XUn4LIQ5suVhLIdChGDhRFjxREURRCD6n79xp2+CJvoe1Z9ps22tP5EyLTM7E6zYqMo7trPgutP/FwS8a728/RfbSuW18kO/u9tppNoWsaQMzaKS2c4408Jx+YNt6e8exKf/bs2ybZDpPTlMq1otue66RHLq9uu3f6bZtyMHEkrkh272V9bYLv1fkwYR0MlsKnADKAicAwp1byYYHBEeUgiWKAbFlw+tpQwTGFtaLdLeU7bu3s4lseMOQbbmhg2Dpb39B/zZ9+rYrLRuGQd9ce8D/h1qnXyRcniY93LqObLiqrB79tdmm7tu2b/vW6RuacCcCfwu7HfCeDGjb9hu43vD1X3y1+wr6nxcDG+xByiqW2dY25Vb/usX92rY1YN2B++s//sDPpqd5TVldI+Eusj3ry177tp/C4O+dOvh7XRqCZ9tAn+28/2VT+vcFKNrBk3VF7N/+9re/VQROQGGYg20DJ6CQSeDzn/98RfBEPB7n2Wef5fzzzx/Wcb/whS+UBU4AnHzyyUMGT/zkJz8pBU5A4e/ogx/84KDBE5s2bSp7HgqFUBSl4nWuXLlyu8ETY8eO5Wtf+9qOXkqF3/zmNxXDQ5x55pnU1NRUBEr09PQQi8Xw+/1l5X2BE+FwmL/97W8sWrSIVatWsXXrVuLxOKnUjgOW33jjjYrgiblz53L00Ufz+uuvl5Xfd999FcETg2VwcLlcFdkbli5dWhE4AXDZZZcNGjgB8LWvfW3Q4Im//e1vFcETQ5k1axbf+MY3KsqHCp4YLIhHCCHErhvR4AlVVSvSIO0bJ+yRvdi2jZXPYObSAx4pzGyqkHK2NFxH39Ad8cL4vKkotrnjzjcbm3Rx2A6Xy9V/Arybzpw/lX+8sqXU2XH8nNFcfPoMVm7uIZ7MMbrWyxnHTcbtKlzs+NCJ03hlRTu98fJOj7NPmorTofOnp3eczk1RYGydr3TXCMD8eY1ceOp03t3cWxrKYiiqwpBpV7enOuCiJ7prWQgGO6bTobHwvdOoDni468nlw97X9PFVXHLGTH501/DSc+maOugF9cOm1hHyO1nyZn+jzenQyGRNFAW8rv47swdSKAyjsb2LnAO5DIV0rnzdvmFJXA6d80+dQcjn4tnXm8jldxzOoWuFtLyu4pAsw61HwGMQHdCBZujqdo+nayqf+OBcbn9k2ZDfF6eh7fAC/1COmFbPuqZwqTNuqLuf+gzne6sohb+lRxavLSvXNZUrF87jNw++MWhWiqEcO6uB2ZNGoaoKx84ew+yJm1m5qRtDV7no9Jm4XW4uPmMWtz78JpZlc+ysBj7y/jm8syFMdyRFyO/kQydOw+0qDNcwe7KLY2Y1sHRVW6HvSlGwLJu5k2s5auYYdK18HOMLTp3Ovf8oT/2n0N+xc+Fp0/EVT7LmzxvH0y9vYe3WMIamYtqFYR8Om1rHh0+cxoqNPaXhhS4+o1D3c0+Zzltru0ikc4yp83HasZNxuwodL5e8bxb/+8Tb2DaccuQ4zj9tNs8vayl1wk4ZE2RDS6TsM/O6dN5/wlR8boOpY0OlYWgAPjB/EqNqCncVnL9gBqs2hUln80waHeSkIybgdo7cP6ETRrs59ejxPPf6lrLyjxTfJ4CF753Kf5e30hvLUB1w8YH3TMXtcvORM2Zy2yPLylKHzxhfxYdOnMarqzpY39SL09C48NT+fQ1lylg3Jx0xlheW9f8mDfy7OPWocUxorCk75nGzRzNz4qjS0FBDef8Jk1n8ZjMd4SQBr4MzjpvAo8+txQZOPnIsk8eNKqVgLoyvvc2QHarRn6J5iCE8+obnGGzYjsJ2ffNa2XAeqqajKH1lhce3p77Ep666uvTvtt/v59s33s6RRx453I9VjABJ3Sv2ByN3TrQz9mz9LMti1crl2Pk0k8aPKQS4Z4rnS8VhO/LpWHG4w8h2hzq84NSZrNj430Hbl+87biJj6gsX7z7xwbl887YlFUNnQGEYtMOn1vPGmsLFP1UptDv7AvcU4KPvm8XSVW0sW9tRsf1AHpeO3+Mo3ZG/K8bV+2nujO3S+c++EvA69stA+FFVHtrDO37v+9qno2u8peH+dpbf4+CM46eU2qIf/8Bclq5qr/jcdue9cjk0zj55ekWb7PRjJ/Hs0iZauuIVQ7IcO6uBk4+axJtre3jhrSZUBS4+fSb/enUTLV3lr3X6uBBBv4vXVrahqgofed+ssmOdt2AGy9d3k8zkqQ64iMQzmJbNMTNHceSMUfzv429j2fDew8YwdVwtiqIwcXRh6EKAuVNqOeWoSfzrtSY2tUZL55J9x7jo9Jnc/Jel5E2LuVPqOO6IaTgMA0U1UDWNj589n//3l+exbJvjD5/M+i0ddIXjpfNlXdf49MfPZ/rUcbz67i10h6PU11bxqau/wOiGUYU2W3GoNnXAUG2KZhTad5rB5S3/l3vuLVxAufiiC3nq70+TSCSYPXs2X77x/ooLPruqdvaHeOWdC+ns7KSxsZGvfe//0NjYuEf2vT/4plbHlVdeSTKZZN68eVz9pevweLafaU7sOfPm5/nnkjd54YUXCkPQXPc9jjzpgyNdrf2CZVm8+24h++7MmTNRVXUHWxyaHn/8cUxz/86kvCteeOGFQcsvvfRSLr300p3a15IlS4YdPLFw4cKKsqF+871eL6eccsqw149Eym/c8Hg8HHHEEbz55ptl5WeddRbHHHMMhx9+ONOnT2f69OnMnDmT6dOn7/Lfwfjx45k/f/6gy8aNGzdololIJDLov6W/+MUv+NGPflQatmRndXV1DVp+5ZVXVgRPrFixguXLlzN3bmEI3nw+z8MPP1yx7XnnnUcoFCorG+o79Pvf/57f//73O1XnJUuWDHvdiy66aNDPaaiAmG2/F0IIIXbPiA7bcaimRy4EXaTJpQqBFLlUcfzeZC/ZRLh/PhUpRVq6XW72UOwEULjz5J11nQQ8BjMn1QIQS2bpCCcZW+fD6Si/KJhI5WjrTpBKZ9nYGmXulFomNYaAQlr/1Zu7Wb6ui+qQi4mjg4wb5aepI4auqaQyeWZOrKYu5OXttR10hJNMGhNkcmMhMjaezBb2ncmRzpo01Hjp6k3h9xp4XA5yOZPakJu313WyqTXCMTNGoeoamUwev9fJqk1dhKNpJjeG6E1kaO2Kk8+bnHfqDDwugzWbe+joSdBQ68XlNDAti80tERRFYfr4KkzLxu3U6Qgnae9JYpo2jXVeJjQEaetO0NwZp6kjypg6H+85bGzpgmlrV5xXV7TSE00R8Dk4akYDPdEMHT0JRtd6WbOlh2giy+HTRnHs7EI0c1dvkheXNTN5TBDLtmnqiBH0OegMp6gOulEVhXGj/Iyt87NkWROdvQl8bic1QRd1VV4mNQbRVIV1TWGa2qNUB93MmFBDW1ccl1OnLuThpXeaSaRzjK3zE/I7yeQsvG4DQ1dp6YyRzZu4DIOtbT1sbotz/NwxBH1OXl/dzuaWCCcfOZbDp49i+YZu3lzdRkO1l9qQm7lTamnpSlAbdJfu9k6kcrz0djO6rjJrYg3vbOjC49KJJ3NMaAiQSOdwGRoTRgdo60lSX+Uhb1p09CRQFAVD0+gIJ6jyO+mJZ6gLefB7HDR3xAj6nEwcHWT5hsLnfsKcRnxeJ6+vamVUtRdVUejqTRBL5gh4nWTzFkdMq8PvdRKOpnl7bQeWbVPld6FpCk2dcWaOr2ZUjZfWrgRBn4NXV7TSHU3TUO1hVI0PTQWHoWNZNj2RFLMn17BiQzdg01jnL7ymVI6WzjiWbVNf7aWtK05zV4xUOo/P48S0LNZtDTN5TIgzjpvIO+s6WL6+C01VSKRzjBvlR0HFtEx0XeOoGaOoCbpp706wtqkHv9dJJJblyOn1+L0OYsksa7b00BtLUxNw01jnI5MzeWVFK4pS6Oh3ODQi8Qw+t4MJDYGyi9J502JLW5SQ30V1wFUq7wwniadypfVTmRwtnQkaarx43ZVjKm9ui+L3GKiqQiSeYfyoAJo2yMmWDWs2tfPm2i6mj68lmswyb2otyVQeVVVorPOVrZ7LW2xtj1IdcGFaNtFE/75Ny2ZLW4SA10lNsL8TN5bI0tGbZGy9H6dRnuavvSdBOpNnwuhC0EM6m+etNR0EfU5mTqyhI5ykrTtOVziFw6Fy7OzG0j5s2+bNNR109yaZMaGa8QPGewbojWfojqQYP8qPoQ8vveDetrk1gtOhk82ZGLrK6Nry97fvt7uxzovb2f+5doaTxBJZeuJpDF3niGkNKGqhE3pLe4yakIfqgJfSUBDFu+YUpTD0RCFtsVqa39jcjcflIp3N4/d7sSxI50ymThxTCmBo744QT2aZNnk8mu4oBS+o2rYd2YVgCEXVSWVybN7awsQJE/EHgix58SXS6SwLP/xhNG3/S57V2dnJ5s2bUVWViRMnUl1dPdJVEjtgWRY33nijDNshRsShfE5kWRYrVxaGZpo9e/awOnDNXHrAOVMvmWQP2USYTKKHtpatLF+1ntqQG11T6Y2lCfpdTGgoH16sN5bmrXWdzBhfTW88Q280TdDvoC5UaO9ubo3Q2p1g+vhqdE2hszeFadmEvA7qq71Yls3arWG2tkfxexwYusr6pl5qgm4UBUbVeBk3KoDf42DJm01E4mlOOnIsqzZ0Ux100tKVRFHA5zJo7ooze2ItHb1JGov/fluWBYrC+FF+8qbFU/9ZT280Q9DnIJ7MM3tyNdUBD73xNK1dcdZs7cG2bEwTXE6V1ZvDzJxYTUONn2wuR2t3AoehMWN8FVPH1rD03Tbawwl6epPUhQrt8mgySziawutxcOJhY2jqTOB26ExoCFATdPP66lZeW9HO2HovsybWEfQ7mTa+miq/k82tUVZt7Cq2493EEhmqAx7A5o3VbdSGPJx2zHjCsSxOXS202XMmiXSO6oCLd9Z30lDjxWloJNI56qt9xJMZ1mwJ0xNLUet34XAatHXFyOZMcpZNyOPkhLmNrNjUjWlazJxYTWOtnw3NvYT8TqaNq2ZLW5R0Ls9Lb7dgY2FbCkdMr2NzWwxNVThuzmgURSGRyjFxdIDmjngpuFpV4YVlTeTzFi6HztypNTidBpmMSZXfSTZnEU9lSaZzHDWzoaItGktkWPzGVuqrPOi6iqaqHD6tjvXNvTS3x6gJuQl4HSxb20ld0EPONJkyJoiqqvTGMnRHk3T2pPB4DGoDbmZMqMbnGfwO7Uw2T1NnHJ/LIJ7K4TBU8qZdat/bdqEN73Hq1Fd7yeZM1jf30hFO4DQM6kIuJowunF9uao3icxvUVRUudiuKiqo70QwnsbRFdyTL5PENRJMm8XSeqZPGYhgu2rtjJLMm06dMLLTvdAeqZvD8f9/A5XZz4nuOR1ENcqbFho1bGT1mDHW1daXgBVUzaO/soru7h5kzZ6Lrle27rVu3EovFmDVrFrFYjGeffZZRo0bh9/upra0tpRqPRqNs2rSJyZMn4/P5KvazPWvWrEHXdSZPnkx3dzctLS1MmzYNl8u14413Qt9485MmTdrpOh4Iurq6aG1tZfr06TidknlsXzNNk1WrVlFTU1ORgv9QtittjkPRwOHkzjvvvJ3evq6ujvr6+t2qw1DZYG655ZZh3ZQwb968imE1jjnmmIoL6bvqoosu4oEHHigrG2rYjnA4XHERft26dUybNq1i3cMOO4y33nqrovzuu+/myiuvrCgfbIiURx99dNiBHaFQiJNPPpnLLruMCy64YNC/iaGG7Vi4cCFPPvnkoPt973vfy3//+9+K8o0bNzJx4sSysq997Wu7PcTElVdeyV133VVR3tPTQ2NjI5lM+U2g1113HT/5yU8AePrpp/ngBysDzP75z3/y/ve/v6zs61//OjfffPNu1bVPXV0dHR3lgdhDDdvx4IMPcuGFF1aUr127lunTp1eUn3LKKSweMHyWEEKI3SPBE/uxfC7LimWvYGYiNNb6yCZ6yMS7SMe6SMc6sMyRTRsvDmA2pNJ7JzBHHOIOke+WoqiomlHsIC52FOsONM1A0RzFZYVsCKqqo+gGqmqU7n5T1WLWg9K82p/FYJuMBoqqoaD0pwlW1f7ngKKqQDF1qtKf7nbgcAxKYcXSOmVpfw8Q0ukl9gYJnhAj6VA+J9obv+m2ZZJNRfrPl6IdZGKdpOOFecvc/7IkCLE3qZoD3elFd3oxnF40hxfd6UF3eNAcHnSHuzA13GgOF5rhRjMKU1V37JdtRWkPCiF2lvxuDM/+0C4d6t+d5557jgULFuzSPqdNm8a6det2o1b9Tj/9dBYtWlRWNlTwhGmaFd+1TZs2MWnSpIp1TzrppEEzEuxM8ATAnXfeyVe/+lXi8XjFsqEce+yxPPXUU9TV1ZWVDxU8cdlll/GnP/1p0H2dcsopg76ObYMnXnvtNY4//vhBh1PZGZ/4xCe4++67B1128cUX8+CDD5aVTZ48mfXr15e2veeee8qWjx07tnQzzECf/vSnufPOO3errn00TSOfL88YPVTwxKJFiwYd4mPjxo1Mnjy5olyCJ4QQYs/a/27bFCWqpqO5q9DcVdRPL2/g27ZFNhEmHe0gFW0rTttJ9baSS0dHsNZCCLH/KGQxcKAZrsLdc7qjdBdd4blzwHJH/3PdVQyIKG5jOFE1R+mOOkXV98sOZSGEEOJQpagaTm81Tm81gVHld2PZtk0u1Usq0k462l6ctpGKtJFNSYpbcWBQVR3d5cfoe7gDpXnd6UN3+TCcvsI6Ti+qPnjGCiGEEOJQsW32h92x7UXv7dmZIJ09FdBz1VVXccEFF3D//ffz9NNP8+qrr9Le3r7dbV577TWuuOIKnnrqqWEdQ9OGzsI63D6ye+65Z9DAicbGRn784x/zvve9j4aGBgyjkD31ueee47TTThvWvvtcccUVFcETGzZs4NVXX+Xwww/nscceq9jm8ssvH/Sz2JPfoZ0ZGmeo91r6IoUQYt+Q4IkDlKKoOH01OH01BBtnlS3LpeOkIq2keltI9raQDLeQ6m3GzGeG2JsQQuw/NN1ZvOvNheZwo+kD552ohrN4Z5yztKwsQMLoC4pwou6HQzsIIYQQYt9SFAWHpwqHp4rg6Jlly/LZJKneVlKRVpK9LaR6W0mGm8hnkyNUW3EoUVAKQQ/uIIYrgMMd6A+KKM0XnmsOj3SYCyGEEDuhoaFh0PJ77rln0CwQ27PtkCD7o6qqKq655hquueYaAHp7e1m/fj0bNmxg6dKl3HXXXXR1dZVt8/e//50tW7Ywfvz4fVLHpUuXDlr+l7/8hVNOOaWifEcBIIM588wzaWxspKWlpaz8vvvuo7m5mWi08sbTK664YtB9DfUd+upXvzrsoVKEEEIceOSq0kHIcPkwXNMIjOofR822LTLxHpLhrSTDzSTDTSTDzWQSPSNYUyHEwUwzXBju4p1wpZTB/fOFdMEeNIcbvW/ecJWGoxBCCCGE2Nt0hwd//RT89VNKZbZtk032Fs6degrnTomeLXLuJIZNVfVi8EOwGBARwnD7i8+DxeCIIIbLJ21fIYQQYi858cQTefLJJyvKOzo6+PjHPz7s/eTzeXT9wLuMEgqFOProozn66KO56KKLOPPMMwcdCmLZsmX7LHiiu7t70PKjjz560PJHH310p4+haRof//jHuemmm8rKH3jgAZqamirWP/HEE5k2bVpFed+ywaxdu3bIZYOxbRvLsoa9vhBCiJF14P2rL3aJoqi4/LW4/LVUjz+yVJ5Lx0mGt5Lo3kqiZ2uhUzDetZ09CSEOdbrTi8MdwuEpPAxPsRPYHUBz+Ni4tQ3V8DBn7mEynqgQQgghDjiKouD0VuH0VlE19rBSeS4VJdGzlXj3JhLdW0h0bSKXGf640uLgYDh9hXawt6oQDOEJ4XD3t4kdnpBkiRBCCCH2A2effTbf/va3K4aJ+NGPfsSJJ57I8ccfv93t3377be6++24WL17MG2+8sTerulu+9a1vcfrpp3Paaadtd2iNeHzwdmsyue8yrvl8vkHL//3vf3P22WeXld13330Vw28M1xVXXFERPNHS0sLDDz886LpDOfbYYwfNYvHkk09y++2389nPfna79Whubub+++/n9ttv51//+hcTJ04c9msQQggxciR44hBnuHwER88iOLp/6I98JlEMpNha6BTs3kwmMXhUqBDi4KKgYHiCuHy1OIrjhjt8NaUxxB3eKlTNGHJ7y7LQOiTNtRBCCCEOPoY7QGjMHEJj5gCFO8gysU5iHeuJda4n1rmBdHTnUwuL/YemO3F6a3B4qwoPT1WpDVwY+iW43bawEEIIIfasd955Z9hZH+bNm1c2vMasWbO46KKLeOCBB8rWi0ajzJ8/nw9+8IMsXLiQsWPH4vV66e3tZfPmzbz11ls899xzbNmyBYAJEybsuRe0Fzz22GPcdNNNBINBTj31VI444gimT59OVVUVbrebcDjMa6+9xq233jro9mPGjNlndZ03bx5vvvlmRfnll1/O1772NY477jgymQyPPvoo99xzT0Xgy3DNnDmTE044gZdffrmsfNv9eTweLr744iH3o6oq3/3ud/nc5z5Xseyaa67hjjvu4NJLL2XSpElUV1cTi8Voa2vj7bff5r///e+gr1UIIcT+T4InRAXd6SU4embZeMD5TIJE9xbi3ZtJ9mwh3r2FbDI8grUUQuwqRVFxeqtxBepx+utw+epwFjPTOH210iEshBBCCDEMiqLgCtTjCtRTN3U+ALl0jFjHOqJta4i2ryEVaRvhWoqBdIenEBTsqykECvtqisES1Ti9VZIxQgghhNjPfOlLXxr2us899xwLFiwoK/vlL3/Jf/7zH5qbm8vKbdvmqaee4qmnntoT1dwvRCIRHnvsMR577LFhb1NbW8sJJ5yw9yq1jY997GPcc889FeWRSITvf//7FeV+v59YLLZLx7ryyisrgie2deGFF+L3+7e7zqc//WkeeeQRFi1aVLFs2bJlLFu2bJfqJ4QQYv8lwRNiWHSnl2DjLIKN/Rkq+tLWJrq3kOjZTKJnK9lk78hVUghRxnD6cAUbcAXqcQdGFTr3/fXFAAn5+RdCCCGE2NMMl5/q8UeWhkrMJiPEOtYSaX2XSOsqOV/ayzTdWQiIKAZFFOZrS4ESusM90lUUQgghxD40ZswYnn76aRYuXMjWrVtHujr7nV//+tcYxr67ierMM8/k7LPP5vHHH9/hunV1dfyf//N/tjusxvZ85CMf4Stf+QqpVGrIdYazb13Xefjhh/nwhz/MkiVLdqkuQgghDixy9Uzssm3T1sKAgIqerSR7tpLo2UIm0TOCtRTi4KYoKi5/Ha5icIQ72IArMAp3YBS60zvS1RNCCCGEOKQ5PEFqJh5DzcRjsG2bVKSNaOsqeltWEWtfi2XlRrqKB5S+DGpOXy1Of21/kIS/Fqe3Bt3plcwRQgghhCgzb9483nrrLa699lr+/Oc/k8sNv/01f/58rrrqqr1Yu903fvx4Vq9evVPb1NXVccstt3DJJZfspVoN7d577+Xiiy/mH//4x5DrTJ8+nQcffJCenl2/rhAMBjnvvPP4y1/+MujyiRMnVmQqGUogEODf//43N910E7/4xS8Ih4efkXvq1Kl87GMfY9SoUcPeRgghxMiS4AmxRw0WUJHPJEj2tpDsaSIZbiIRbiIVacW2zBGsqRAHFsMVwB2ox1nMHuEOjsIdaMDhq0FVtZGunhBCCCGE2AFFUfCERuMJjaZh1mlY+SzR9rVEWlbS27KSdKxjpKu4X1A1RyE42N83tFwdTl9h6vCEUKTtK4QQQoidVFVVxR/+8Ad+8pOfcP/99/Of//yHt99+m+7ubqLRKC6Xi1AoxOTJk5k9ezYnnngip512Go2NjSNd9R165pln2LJlC88//zxLly5lxYoVbNy4ka6uLhKJBJqm4fP5GDduHHPnzuXMM8/k/PPPx+sdmZuu/H4/f//733nwwQe5++67Wbp0Kb29vdTU1DBt2jQuvvhirrjiCnw+H4sXL96tY1155ZVDBk984hOf2KmgW03TuO666/jKV77Cgw8+yOLFi1m6dCkdHR2Ew2E0TSMQCDBu3DhmzZrFcccdx2mnncacOXN2vHMhhBD7FcW2bXtfH/TGG28kl8thGAbXXXfdvj78AcOyLFauXAnA7NmzUVV1hGu051hmnnSsk1RvM8neFlK9raR6W8jEu7HZ51/JQ48NqXQhZZnb5Qa5OWvEKSgYnhAuXw3OUgdxLS5/Pa5AHZpxYKQYPph/t8TIku+W2Bssy+LGG2/ENE1pl4p97lA+J5Lf9MGlY52lQIpY+1rMfGakq7RXOb01uIOjShnU+gKEDXdIskeIQclvhxBiZ8nvxvAcyu1SIYQQQohtSeYJMSJUTS/ddVUzoNzMZUjHOkhH20lF2khHO0hF20lH2iWlrTigaboTwx3E6a3C4anC4a0qjL1cmlajavtujEEhhBBCCLF/cfnrcM04hVEzTsEyc8Q7NxJpXUWkZSWJcNNIV2+XOb01eKoacQdHFx+FYeY0wznSVRNCCCGEEEIIIYQoI8ETYr+iGU681ePwVo8rK7dti2wyQibeRSbWRTreWZx2kY13k8vER6jG4lCkagaa4UIzXOhOL7rDg+70ohWnusOLwx3EcAcwXH4MdwDNcI10tYUQQgghxAFC1QwCDdMJNExn3JHnkEvHiXWsKz2S4WZs2xrpapYxXAE8odG4Q424Q414Qo24gw3SDhZCCCGEEEIIIcQBQ4InxAFBUVSc3iqc3ioYNa1iuWXmyCbCZJJhsokw2WSYbLKXfDpGNhUjl4qQS0exTMlesS1FVVE1A1V3oGoOVN1A1QwU1SjMq3rhuVacqhqqqqNoev+8qhUeSnGqqsV5FRS1mHZXQVFUUPqmFTUZMG8X/7PBtrd5Xugktm2rUGZb/cv75vuWD/WaFbVUH0Utzqtqse46qqYXpsXXqeoONN2JZjhRdWdxeyGEEEIIIfYNw+WjevwRVI8/AoB8NkW8cwOJni0ke5pIhJvIxLv2ej0UFBzequLQcqNwBxtwh0bjCTWiO0dm3GwhhBBCCCGEEEKIPUWCJ8RBQdWMwji5gfoh17FtGyufIZeKks+lyGcS5DMJzGyyMJ9NYubSWPkMZi6Nmctg5jNYuTSWlccyc9hmcbqX7vKqCEYoBi4UHn1BDH3zjmLAg9E/HThfCoYof67pDlB11qxdD6rOnDlzZcxHIYQQQgghDiC6w01ozBxCY+aUyvLZFMlwE+loRyGYfEBweS4VwcpnC8HIQ1DVQtCw7vDg8IQwPCEcnhAOdwiHN1QImPDXoeqOffEShRBCCCGEEEIIIfY5CZ4QhwxFUUpDLewu2zJLQRS2ZYFtYdsmtmVh2+UdkoWsC6UnKIpSytDQl4WhP3PDvglisCwLRZNOTyGEEEIIIQ4WusNNYNQ0AoNk6oNCMHnfeUwhMDxXCN7WnWi6o3B+IoQQQgghhBBCCHEIk+AJIXaBompo0rkohBBCCCGEOEAoilIcik8H3CNdHSGEEEIIIYQQQoj9juTqF0IIIYQQQgghhBBCCCGEEEIIIcQhTYInhBBCCCGEEEIIIYQQQgghhBBCCHFIk+AJIYQQQgghhBBCCCGEEEIIIYQQQhzSJHhCCCGEEEIIIYQQQgghhBBCCCGEEIc0CZ4QQgghhBBCCCGEEEIIIYQQQgghxCFNgieEEEIIIYQQQgghhBBCCCGEEEIIcUiT4AkhhBBCCCGEEEIIIYQQQgghhBBCHNL0ka6AEALy+QyZVC/pVIRMKkoumyCXTRYfCXK5FGYujWWZWGYW08pjmXksK4+CgqIooCgoigooqJqOrjvRdCea7kDXXWi6A8PhxeH0ohseEpFONN1NKjEKlyeEphkj/TYIIYQQQgghdoNt26QS3cQjLaSSYVLJHtKJHtKpCKaZxbLy2GYeyzJRNQPD4cZweNAND05XAI+vFq+/Ho+vFpenGlXVRvolCSGEEEIIIYQQQuwzEjwhxF5m2xaZVJRUoptkootUoodUorvwSIbJpCLk8+l9XSlS6cIxOzY8BIqC4fDgcodwugI43UFcnircnipc7hAuTxUuTzWGw1MI1BBCCCGEEEKMuHw+Q7hzHT2d64j2bCHSs5lsNrFH9q2qOv7QGIJV4wlUjydYNR5/aIwEVAghhBBCCCGEEOKgJcETQuwBhQCJCPFYO8lYJ8l4J4lYB8l4Yd40cyNdxR3qy3QRi7QMuY6mOQoBFd5q3N6awrynGre3Gpe7SjJYCCGEEEIIsRfZtk20t4mu1hV0ta0i3LUeyzL3yrEsK0+kZzORns2wvlCm6Q6qaiZTVTeFqtqpVNVORtMde+X4QgghhBBCCCGEEPuaBE8IMUy2bZNJRUjEO0jGu0jGOkjE2knEO0nGOg6IAIndZZpZ4rF24rH2IddxOv2F4ApPVSFjhTtUyGjhCRUCLNxB6WAVQgghhBBimGzbordrI21Nb9LWtIxUonvE6mLms3S1v0tX+7sAqIpGqHYS1fXTqRk1g1DNJAmmFkIIIYQQQgghxAFLgieEGCCfS5FMdBeH1ugiGS8Mr1HIINGFaWZHuor7vUwmRiYTK9yhNgTdcOMqDg/idAdxuoI4XX4cLj9OVwCH01947vSjavIzJYQQQgghDi22bdHbvZGWzUtp2/oGmXR0pKs0KMs26SkOG7Juxd9RVZ3quqnFYIrpBKsnyjAfQgghhBBCCCGEOGDIVUlx0LMsk1wmTrb0iJFNx0mnekmnesmkIoX5ZC/5fHqkq3tIyOdSxHOp7Waw6KPrLhxOHw6nF4fLj+EozBsOb7Hch+H04nD0Tb0ScCGEEEIIIQ44tm0TDW+ldctSWrcsJZUMj3SVdppl5fszU7wDuu4kVDuZ6rppVNdPI1g9QTJTCCGEEEIIIYQQYr8lVxjFfseyTMx8FjOfwTQzhXkzWywrlOfN4jSXLqyXz5DPp8llU+RzaXK5JPlsilwuRT6XGumXJHZDPp8mn0+TTHQNextdd2IUAyv6Ai8KQRc+HC4/DqevlNnC6Qqg6U4URdmLr0IIIYQQQojBxSOttBQDJhKxjpGuzh6Vz2foaltFV9sqAFRVJ1g9nlDNZKpqJxOqmYjLUzXCtRRCCCHESNtev9wTTzzBhz70oSGXL168mFNPPbWi/JRTTmHx4sV7onpCCCGEOIRI8ITYK2zbIpOKFrI8ZBLFaSHzQy4TJ5dLky8GNuRyKfLZVDEAIoNl5Ue6+uIAly9+l4Y7HrSq6jj7hgxxBXCVhhMJFIYUcQdxuUM43QEURd3LtRdCCCGEEAcz27aJR1poa3qTtq1vEou0jHSV9hnLyhPu2kC4awMbVxfKnK4Agapx/Y/QWDy+Wml3CyGEEAKA66+/frvBE0IIIYQQe5IET4hdks+lSMa7Co9EF6lED5lUL+lkmHQqQiYdwbbtka6mEMNiWXlSyfAOUyMritIfTOGpwuUO4S5OnZ4Qbk81LndIhg0RQgghhBBlLMsk3LWezpbltDctIxHvHOkq7Tcy6SidrSvobF1RKlNVDa9/FL5AA95AAx5vDW5fLR5fLS53SAIrhBBCiEPIG2+8wWOPPca555470lURQgghxCFArvCJIVlmnmS8k3i0jUSsvTRNxrvIZuIjXT0h9jnbtkmnekmneon0bB5yPafTj8tbjctTVQyuqCrMewtTpyuIqmr7sOZCCCGEEGJfSyV66G5/txAY0LZKhhPcCZZlEou0DJqVQ1U0nJ4QrlJ2uEJws8Ppx+n04XAFSkP3abpLhucTQgghDgI/+MEPOOecc+TfdSGEEELsdRI8IbBti2S8k1hvoXMqHmkh1ttMIt4h2SOE2AWZTIxMJjZkgEVfBguXpwqXJ4TLHSoFWLjcQVyeEE5XEE137OOaCyGEEEKIXdF3TtXTuZ6ejrX0dK4d9hByYudYtkkq0T2s91dVNAyHB6MYTGE4PBgOb3Hei8PpKy7re/gxHB65MCOEEELsZ9566y0efvhhLrzwwpGuihBCCCEOchI8cYjJZVPEepuI9TYT7W0i2ttEPNKCaeZGumpCHDIGZrBgO32+hsPTfzedK4jTHcDpCpTNFzp43ZK6WAghhBBiH7HMPIlYB7FIC9HwFiI9m4n0bCGfT4901cQ2LNssBTYPl6poOFx+HC4/LncQp7uQ5aIQ/BwqBjxXSZCFEEIIsY/94Ac/4Pzzz0dVpQ9MCCGEEHuPBE8cpAp3PnX1B0mEtxKLtMjdT0IcQHLZJLlsctB0xQMpiorD6cfh8uF0+jGcxbvoinfTORxejOLddYbDjeHwohtuGTpECCGEEGIItm2TTUdJxDtJxjpK01iklUSsHdu2RrqKYi+xbLMU6BwNbx1yPU134PZUFx7ealzFaeF5DU63DNUnhBBC7EkrVqzggQce4JJLLtmj+924cSP3338/L7zwAqtWraKnp4d0Ok1NTQ0TJ07ktNNO46Mf/Shz5swZ1v5M0+TJJ5/kiSee4K233mLTpk3E43FyuRxer5f6+nomTpzI3LlzOfrooznllFMYN27cHn1NQgghhNh1EjxxEMiko4XxYHtbiEWaC8NuRFow89mRrpoQYh+wbYtMOkImHWH499SBrjvRHR4Mw41uuDAcHnTDXXy40HVXYTpgXtOd6LoLTXeUnquqLnfdCSGEEOKAYtsWmVSEVLKHVKKnf1ocDiKV6JbsfGK7zHyWeLSNeLRt0OWKohSG5/NU4/ZU4fJW4y4O1ed0B3G5gzhcAQmwEEIIIbZDUZSyYaV/+MMfcvHFF++R7BPd3d18+ctf5v7778c0zYrlra2ttLa28tJLL3HjjTdyySWXcOutt1JVVTXkPleuXMlFF13EypUrB10ejUaJRqOsW7eORYsWlcrvuusurrzyyt1+TUIIIYTYfRI8cYCwbYtkIkyi2DnTN41H28hm4iNdPSHEASifz5DPZ0gT3q39KIqCpjnRdCea7iCeSKGqBonOUejFMk13omkGmuYoPNccqJpRmtc0A1VzoOlGcVlfmVGaSseyEEIIIYYrn8+QHhgUkewhnewhlQgX58OSPULsVbZtk0qGSSXDQ7a2FUUpZpDz43T6cbgChcxxTh+Gw1PKJFcIdHYXA5rdqJohwctCCCEOCeeddx6PPPJI6fm7777LX/7yFy677LLd2u8777zDwoUL2bp16CxTA9m2zX333cdrr73GM888w6RJkyrW6ezsZMGCBXR2du50fTKZzE5vI4QQQoi9Q4In9iO5bKrQoZfsIRnvIhHroGnzanKZXrauyGLblRGwQggx0mzbJp9PF8b5tm0y6cJ43935HtiDnbqKovYHUvQFVah6xbyqaqiaozgtlBe20wvrFB9K2fP+dfvnNRRVQ1UNVE0r31bVUBRVOq2FEEKIEWDbNtlMjFSiEARRnj2im3QyLAHm4oBg2zaZdLSQTXIntlMUBU13ofcFKevOsiDlUuCyXgxYLgYma5oDVXdsP6h5QJm0dYUQQoy0H/7whzz66KNl2Sd+9KMf8dGPfhRN27WbbFpbW3cqcGKgdevWcfbZZ/Pyyy/j9XrLlv3qV7/apcAJIYQQQuxfRjx4wrIO7rt9LMskn0uRyyRKnSLZTKwwn4qQSUeLARNhzFy6bFsbSBcvQqouF7vTbfHEM6t5atFaLNvmsFmjOOn48fzl0XewLDjlPRNY8tJmeiNp+pqhqqrgcmr4PE66wkksq7CkKuAilsySz5d/booCTodGbY2XppbooHU4bFYdPb1pmloru4WqQi7MvEU0XhhqxOsxSKZyDGgXoyhw+kmT6OhM8s677aVlmqoQDDhJpvJksvmycsMoXNx0ODQ+eu5cjj6skUg0zc9v+y8dXQkARtf7+OJVx/HEP9fw1sr2wh1C6TwAJx43jo+eN4/v/Ozf9EbSpf2a1oCKUXjtmezwg1smjAmwuXnw92kgXVPJm4X3WlVhsD+XnT32QIoCtg1ut46CQipd/p4PNG6Mn63N2+/S03WVfN7CYajkchaqqnDuB2by1oo21m8KM9iuB76uWdNqmTOjjieeWVN6Tccc3siH3jeNn9/6X5Kp7adO7ns9qgqqopA3h3gxg9C0QhpAXdOYf8xYMpkcr7zZMuj7YehKKT3gtu+912OQSPbXc+xoP5dfeBi//N0rpDN5aqvdpNJ5Eskc1SE3P/j6KbhdBgDvrGrnD39dRjyRxbYh4HPyvlMm8+wLG1FVuOyCw9i0NcI/n19HJmOWXvNZp07lQ2dM5/pfLKarJ4migKaCqmpUh1xcdelRTBgbKqvn+k093H7PUnqjhcj2+loPX7/mPVQF3aV1eiNpbv/TUlraYqBAKpXH6dAYPyZAc1ucyROqOHJuA3/752oMXeXKjxzB2k09/Ov5DYQCTj5w2jTue2w5yVSOqqCLL111HE//ez3L3+1g0vgQZy6Ywr0Pv0O4N4WiKIwZ7WfG5BoWvbgR07QY1xjgy1edQMDvBMC2TfKWCdv8Vg5l9fou/vDXZUSjGRRFYeqkKj7z8WPYsDnMnx56C9OyOfesGby0tJmm1ihHzmvg6MNG89u7l5LLW7hdheFIjpjTwCcuPhxV3eZXWFFKwRbKgCCMWCLLb36/mM1buznuqCl89lPvx9CNYiBGcT1NQ1E0Fi1exu/+8ASpVAa3y8mnP3k+5374VEwLfvaLu3jp5WXMmjmVn/zo64RCwdI++vdV/jyVyvD1/7mO1157gxOOP45bfvNrotEEn/vc51i7di3nnnsuP/7xj/doR/hLL73E17/+dVKpFN/5zne44IIL9ti+BxrYXrAsi3w+z9e//nUWLVrEvHnzuO2227abOlOIwRzs7VBx4DjUvovb/qb3sW0bM58mky4/X8qkIqRTvaSTYRKxbm7932dZ/m47E8cFcTkN3l3XxaTxIa6+7GhcTp2bbv0PGzaHUVUFQ1dxuw0ymTxer4PeSLriXAbK4z1dTp0LPzSbbM7koSdXYlk2LqdONmuiKArjxwYxDJXNW3sxTbvUbsjlLfJ5i3Gj/fTGMsTi5cMo+rwONFUhEuu/s9Dj1kmm8kO+V0G/kzGj/axc07Urb/UBydBVnE6NVDqPbdkoqoLTqZFM9r9Pfe3+gdsoqkJ2iPMiQ1cxTYttTuNK+/G4NJLpnTunUhQ47shG3l7ZQd60UBUFG5tc1sIwNFAK32nLLLyGiWODqKrKxi1hcsXvoKGrnHXqVM4+c0bF/l94ZQuPPr0Kl1Pnk5ccSUO9j/9316us39yfx2LMaB/JZJ5wJI3HbfDxCw/jqWfXEu5Ncdp7J1FX4+GeB9/GNC3qar0kkll0TSWXN/G4DaqrPGxpimBjo6kK718wlYWnTwPgn8+t59GnV2FaNqqqMHdmI1/93Afx+73FLHHbBF8Unw8M1lizfiufuvpb5PN5nE4HP/7hdfzm1jtJJpNcdMF5/P0f/yKRiPONb/wPl1566Q7f88F+O9555x2+9KUv0dPTw5e//GU++clP7tTnCP3t2Xg8TiAQIBwOc84553DDDTegKApPP/003/ve91BVlZ/+9KecfvrpO32Mg8n111/Pww8/zJQpU7j99tsZPXr0SFdJiCEN1eYQg7MsixUrVuz0dnV1ddTX1++FGsHcuXO56KKLeOCBB0pla9eu5U9/+hNXXHHFLu3z2muvHTRwoq6ujquvvpojjzwSn8/HmjVruPXWW1m9enXZesuXL+eGG27gpz/9aVn5v//974p9BoNBvvzlL3P00UcTCARIJpO0trayatUq/vvf/7J06VJyORkqTgghhNifKLY91KXSvefGG28kl8uhaRrnnnvuvj78duVzSSwzjW2Z2HbxUZy3zBy2lcOy8thWHsvKFR5mFsvMFKZWFiufwTTTmPk0ljnyKbdaO+L89JaXysr6LnIfSgxd5affWcBfHlnBG++0ly2bMDbA5qbBgxmOPmwUr7/dPugysW+Egk56IyP/t7SrXE6NdGbwztgj5tTzyY8ejmXZfOsni0lnhu48316gzLxZdbyzavDo9jGj/Xzz8yeUlf34/75IZ3eqrOzIuaO48pLDSs/vfWg5ry5rHbI+UN5x7fMYxAcEjmiagjkggKW22k1XT/8xPW5jhwEx848ew0fPm73ddYbyvZ8vIRIt/96c9t7xvPR6SylASlUo60R3GCrZXOVv42UXzOG4IxuHddwHHl/Fi682lZ5//MK5HHtEZYdiLJHlezctKQWnQeH9/MHXT2Llmi7++rdV/fU+cQLnnjV9h8f+5+INPLVofen5h98/ldb2BEvf6v8cr/74sRwxpxFUFUXpy6ChgjLUcwUUDQVlQHnfOhpf/p/bCPcW7u7VNJXb/u+1+H1eUFRQlLLtQCnuT0Ghf3nZsr71i2+IUlzWv25hnUXPvsCtv7279LrO/vCZfOqTlxUDDVUKM/377J+ntI/+/VF+3IHrDlinfP1t1xMHqsceewzTNDEMg+uuu26kqyMOIfvzOdGOFE4h7cKwF7ZVPG+yiudN+dL5Uv85VBbLHHjulMbMZ7DMvvOmFGYuhZlP7TDb3pKXt/LQk+8OuuyMkyYS8Dt45O9rdvs1bntxXoi96drPHMfEccHS82gsw/f/zwuldmJNlZu5M2t5/qXt3yGra+UB5Nu2dYfjG587Ho/b4Ic3v1ix7P2nTOJD75s67H1992fPl26QgMJNGtYgFVJVhR9942RCQW+h/VkMTlb62qMD5xWt2B5VUBSN63/6V7Y0FYKLFAVu+uEnaWioKWs3ltqDfe3JbZZ94dpf0hOu7A/42pcv46gjZnLlZ35INls4b3G7nNx9588KdzsraqFFqfbNq6X2a2W7uXx5X9tzsLZuf5t03+n7XR9Q0D87oPyVV17lBz/4Yen5ggUL+OY3v1G2L4WBbe4BpdJuFmK/1XdOlM1mufHGG3d6++uvv54f/OAHu1WHoX4jbNtm1apVzJ07tywAZvLkyaxevRpd11m8eDGnnnpqxbannHIKixcvLitbvXo1s2bNYttLItOmTWPJkiU0NDSUlWcyGRYsWMDLL79cVu7z+WhqaiIY7P/3e/r06axdu7ZsvXvuuYePf/zjQ77uWCzGY489xoQJEzj55JOHXE8IIYQQ+86IZ57Y3+QyvWTTPYMETwzoBCwGUPR3BA54WFksa+iLnyMhM8hFW9M8tAInAHJ5C9O0ShdNBxrsPeqT2M6dYGLfGOoOsgPF9jJg9H0fbdsmm9v+69ze8u0FIaQH+c6nB7mzLpUu38f2Ajn6DDzX3DawY9uO0W2X5/M7/lyHU4ed2TaVzpfVY9u+W3OIz2pn6rHtukNtm8uaFe+RbRe+7xX7GOQzHPzY5e9pJlO5r2QyST6f3O5+Kjp8UfuDLYrBDkoxOCKV6g9QMU2LaG8TuuKnFIxQ7FQu7yhWAHVAR7Za2aldFiyhFmMh1FL9or3lQW2xaDfpeDOUOsQpdVCXunBLx2XAetsGRlQGTigD5imtrQwI0Bg8wGOojvrKDuWBQR6lTwEU0DTndj8rIYTYl7LpnsI5kJ0vdDj3BU2UAieswrJSsHnfuVOuGDyRHRB4nsHMZ4YVMDHQ9v5NTmfylZmidpEEToh9advvdWabdmI6kx+0/b4ta5sv7s4GTkCh/ahpg1+839m2eW6bGzbsISpkWTaZbOEGFcjBEC+1L3iiEIxbaJsmk/3B2bYNkXAzQV+6vB3Y194b0GaD/rZiKpUa5GjQG24lHgmUAicA0pksyVgzuq73BxkXAznKAiIGtJf729AD6j6wDTygvVzeVu5fPmRQ8MD3tyL4wS7+N3De6l8GhSA47G0uItplk/4Zm0hPEwOVt8FLn9SApwPb2pTeo0LhwDb+YOcI5W1rgIHBzoX/iuWqDDMjxMFs1qxZXHLJJfzlL38plW3YsIG7776bq666aqf29be//a0icALgBz/4QUXgBIDT6eTzn/98RfBEPB7n2Wef5fzzzy+VDZYNc+XKldutj9/v325whRBCCCH2vRENnlBVldmzd+2O4r1n9+tjmjny2RS5bKL4SJLNxsmmY8UUtJHifJRMqpf8ECnoBw7b4dqNYTtmTnUya1otq9YW7saoDrl4z7HjePJfhUjYuTPrWbG6Y9AOwm2HqBhq6Ig+DodKNjv4CkG/k1Q6N+hd3Qpl9zhUPO8zYVyQSCRdGmqgv16D38Ey0AdPn0p1yM8FC2fzs9+8WLqgresKF58zh4eeWEVLe/mwFI2jfHz8wsP53k3P7XD/O2Oou9v3Z7ta53kz61m/uWe76Yj7+L0GUyZWs2xF/0XRuhoPZ79/Bv9735s7fexdNW5MgEzapKM7sdv7cjg0zj1zBg88UThZUtVCX5VtFzIzXHLuPNwuFwDnnDmDR5/uv5NSUeDw2aNK78e5Z81k7cYelr/bUXaMaZOrufzCw/jhzUtKw7z00TSF8z44q3SMPud9cBZ/euit0t+9rqmc94HZZet96H0zWLepl2QqV/Y32Tc0SSjoYtbUWl56vQlFgfMXzmLVmi7eXtWOoau859hxPP/S5uLrVvjI2XN48l9raOtMEAw4Of3ESTz29LulTl2XS2fMKH8pFbHTobHwjOkVdR+uCz44i/seW156jUG/kw+cPp3Ro4I88vdCVocTjxvHsuVtxJM5xjYGOGxmPX//97qy/YwZ7eek4yeVhlfZkQ+ePp131/UQT2QZOzrASSdMwed1F4fXUEvDbNTW67xvQZh/Le5PiXnayfM49vhTmTUnwxvv/JGtzZ1UhfxceeWlTBg3umKYjv75wvMJM3tYsea7tLV30jh6FNf+z0/o7AzzuS9+k1gszrx5s/nqt36Lz+cvbFe8s09V1cIdfqXME8P/F6cjMYvrr78ey7K48sorueTKHw17251hWRbvvlv4+5g5cyZzjjqHV15fz5o1a6irq+O737+J6dN3nJ1DiIEkda/YH+yf50R717a/6baVJ5uJkc3EC4++c6V0pHTOlE72kk5FOPU9k3ltWSvtnQkCPicOh0ZXT5JgwMmZp04j6HPy4qtNZYGlfecKwzln6HPS8eNJJnO8/k5lFi6XU0PXNeKJ7CBbFtow2axZcT4zWDaLoc57BvJ5DeIJSee8P6qtctMVHvzC+7Y8Lh1FVcqG+AOYO6OOw2aNLgtYGD/GxcknjGfJy1tQVYXzPziLKROqeHtVR9nNAIahYpp26Xt96nsn8cLLm8nmLObOqKO6ys2Sl7cA/dkn+76HigJej6Pse3z47FHMmdGAqiocPnsUb63sPy8L+JycuWAabrenOFyHgao50AcM1bHt8B1XfzLAr297uLSPsz90Kk/8fTGWZXPkEXN4+51VmKbFBect5OJPfAtV09HU4nB3moGm6aXh8RRFxbbtst8OVVUxPY9x7bXXksvlOOecc/jMV3+z0xfRvxMZz/e//30sy8LhcJDNZjn88MP5n+/chsfj4csbDX79618D8I1vfIMzPvTFndr/wWTO4QtY8p9lvP766wQCAb73/R9z9NFHj3S1hBjStm2OviFYRbnHH38c09y/b1y6/vrr+etf/1pWzxtuuIFPfOITO7WfF154YdDySy+9dFhDSA20ZMmSsuCJ9773vbz66qtl6/zsZz/jgQce4Pjjj2fGjBlMmzaNmTNnMnv2bFy72N8lhBBCiL1rRIftkPTIBflcilQyTDoZJpXoIZXsIRnvJBHrpKt9M6aZLlw83I0oetu22dIcIZs1mTg+hKFrdIeT2DbUVnvojaTpCSdp74xj2TbTp9Ri2zY+r5PeSIqOrgR502LerFGEe1NsaY4QjqaI9KYJ+Jwce8RYMjmT2hoPza0RVq/rprbaXcjaoNgEfS4Om92AaVq8/nYLiUS2MG5w3mTiuCpqqjxYtk1be4xszmTm1Fo2bu0FbDIZk2zOJBhwMW1SDZlMns7uJM1tURyGSn2tj2DARTKVI5nOkk7nsSybmpAHWwFDU7Fsm7oab+n9SKZyrN3YhaFrTBxXhcdtkMubdHUnCfpdvLO6HbdL57BZhYjjVDrH0mXN6LrKzGl1NLdGS/WoCrk5Ys4o3l3Xja6rOBwqby9vZ9LEKmqrPLR1xHE6NVRVYdWaLo4+vJEpE6t5/e0WunsSpFJ5sjkLj1tnVL2PSCRNNJ5h8oRqxjUG2NzcS1tHnJNPmEhnV4J1m3qIxjL4PA6mTq4mFHATjqTo7I6xbHk74UiKSeOrmDguhK5ruJwa4d4MOdPE73HQ05MiZ+apq/EwusFHbyTLpPHVpDN5Uuk8XT0J2jriTJ9cg2lZrNsYZmxjgHkzR7Fxc5iVazoIhdxUB91Ytk0+b7K5KcKcmfXUVHtobo4ycXyIptYoXrfB+LEhUukcLW0xItE0Qb+LRCqLadlYpsXkCdVs3NqL26kzdXI1uqbS3pWgJ5xEURRmTKlFVRXCvSm2tkRxe3Ra26JUBT04HBoOQyOft7BtG4dDI5ezcLl0XC6d1vYYLW0xGhv8BHxOXnh5M42j/OQtm8NmjqInksK2LAxDJxRwkc2Z6LpKXa0XbNjaHKGzJ0FjvZ90Nk8imcXvc+LzOsjnbXw+B5u2hKkOudncFKGxwUdNlYfOriQ50ySTMZk5rRanQ6e7J0lzW4xpk6vJ5kw2bell2qQaPJ7yC/Ld4STRWIZkKse4xgABv4uuniSKQuHvxLLp6EqQzuTo7EpQU+Nl0rgQiqKQSuVYu7GbmipP6a5Lr8cg4B/8ZKw3mqatI46Zt5g0ofB3sK1kKkckmsbndbClOUJdrZeqgIvO7iQ1VW6cTp2OrgSGoVIVdGOZFluae/B6DOpqAvRE0rS2Rxk/JoTf5ySXM+nqKfzduJw6kWiaRCqLgkLA78TjNmhui5FO52hsCAxap8EoioKqGqiaXppqqk5vNEM6Y6KoBvV1IbxeL6ra9/un0Di6jlTGpKcnxpgxDTidLppau2ht7WLu7On0RhKMHz8Wh8NVCFDQDFRVKwteKByzEHjQtzyRSNHe0cWkSZNwOrd/Mrxx40YSiQQej4fJkyeXyjOZDJs3b2bMmDF4vd7t7KFcKpVi69atjBs3DrfbDUAkEqGjo4OJEydiGMN7T3dGa2srmUyGiRMn7vF997Esq3THxuzZs1FVlUwmw5YtWxg9ejQ+n2+vHVscvCzL4sYbb5RhO8SIOJTPiQb7TR8O27bJZuJEwm2sX/suwaBGLh1l06b1+NwmmHEymRi5nMmqdV3UVrlRFAWf10EimcPrMUhn8qzZ0I2hKyQTefJYzJhci2lapcAGr8egvrbw78qW5l5S6TwNdT5i8SwoNtUhD5qq0B1O4XbrbG2OMHFcoc3b3pVk9vQ6ksks6zb24HLpqIpCNJ5h9vR6LMumuTVKJJ7GMm2OPWIMG7aEUWyIJjO8tbwNw1Bx6Drjx/g5fF4jhq6xaUsvnT1xbNMmnsySyebp7kmhKJA3LRLJHJZtUVPlxe81SKZNYvEMXT1Jjjq8kdlTa3lzeSutbVFCAQ9tHbFC+0lTME2L+lov4WiGCWMDOA2DsQ0BLCyaW+NE4xnqapx0dmcY1xjAtm22tkQABY9HJ50ycXsMgn4HiUSO2hoPbZ1x/B4nfp8Tp0sj6HPR3B6lrT2G06EzfmyQdMYk6HOwubmXnkia2dPqUVWFmioPhqESj2eLd8wrVFe52NIU4e2VbQR8Lo47aixd3QnCkTQ11W78Xidul86Wlgj5nEV1lYf2zhgtrTGOPmI0hq6j6Qrvru3C73eiqwoOh07A56SrJ8nkCVW0dyTY1BTG73MWzpGjaVwunZ6eFNF4hjkz60gmsqzd2I1tw9GHj2F0vZ+OrgSFO/fB5dRp6Ygxus5PNmeiKIXscapSeF0o0BNOEU1kyKTz1Nd6GVXnGzJjSkdXHIehEwoW2pPpdJ7Nzb1Eomlqqz001PuxbZuNW8KMaQhQVxsimbJIpC3GjK7DcDhpbu0lEsswd85UenoSBPwBUpk8Ho+XUChIe2cEr8dH3oKJEyZgOFzFAAiDNWs3EYnEqamtZ8qUqfgDoWIgw/D7JjZt2sSSJUs444wzaGxspK2tjVQqxaRJk2hvbyeZTDJp0qRh7Wuo347Ozk6i0ShTpkwZdr221dbWRjqdpqqqatB289atW1FVlTFjxuzyMQ4W+XyeTZs2UVdXV5auXoj90a62OQ41A4eTO++883Z6+7q6Ourr63erDtsbtqPPJz7xCe65556y5b/97W+ZOXPmsIftOOaYY3j99dd3q659LrroIh544IHS8y1btjB37lxisdh2tipwOBwcd9xxXHzxxXziE58gEAjskToJIYQQYvdJ8MR+rK+Bb+bTjB9bQyrRRTzaRiLaVpjG2rGs/TsqWOynbJtUMavJ7gbmCFFmwHfL5w+haw5U3VG6A61/apSeqwPKKu5a04oBEWXPjdK0ELxQCFgQBzfp9BJ7gwRPiJF0KJ8T7c3fdNPMkU72kEqESSW6SSV7igHq3aSTYdKJMNZODBMixL6i6Q4cTj9Olx/D4cXh9GI4vBgOD7rhwTBc6Ia7+HCi6U503YWmOwuZHnYyqOFAJO1BIcTOkt+N4dkf2qXDCZ5Yv349M2fOJJ/vz8I0duxY7rzzTs4666yKbQcLnpg2bRrr1q2rWHdXnH766SxatKis7KWXXuKyyy5jw4YNw95PQ0MDjz76KCeccMIeqZcQQgghds+IDtshhkfTXQSrJ1BVW343hmWZpBJdxCKtxCMtxHpbiEWaScTaBx27TQghhqIoSqkz1jDc6IYL3Sh0xhqGG013oRv9HbS67kQzXGi6o1jWHwixZu0GFEVjzpw50jEhhBBCiH1K0wy8/lF4/aMGXW7bFpl0jFSiuz/IItlNKtFDOhkmGe8inx98WEUhdoWiqLjcIdzealyeKlzuEC5PCKc7hMsdxOkK4nD50XXnSFdVCCGE2K9NmTKFyy+/nLvuuqtU1tTUxO9///th7yMUCu2x+gwM4ugzf/583n33XR5//HEef/xxXnzxRTZt2rTdISPb2to499xzWbdunWTVFEIIIfYDEjxxAFNVrb9jcOwRpXLTzJGIthHtbSbW20Sst5lobxPZTHzkKiuE2Cc0zcDh9GE4fTgcXgynt/C8eNda4TFgvhgwoenOPXKnmmVZqKr80yKEEEKI/VPhQnYQlzsITB50nVw2SSrRTTLeVRhOMd5JItZOMtZBOhXZtxUW+z1dd+L21uDyVOH21uD2VuP21OD2VuH2VON0B1EUCSgWQggh9oTvfe97/OlPfyKXy5XKHnnkkWFv39DQMGj5PffcM+xhpPoMNXSRYRhccMEFXHDBBQCk02nWr1/Ppk2bePvtt/nzn//MihUryrZpb2/nkUce4fLLL9+pOgghhBBiz5MrXAchTTMIVI0jUDWuVGbbNplUhFikEEgRCzcR7W0mEWuTLBVC7Od03YmzeFea0xXA6Q7gdAVKaX0drgAOp0/uWBNCCCGE2AP6gkwHnk/1yWWTxKOtpex/kZ4tRMNbMc3sCNRU7G2Gw4PLHSq1xV2eEG5PNS5PqJhFogrD4Tnoh8sQQggh9hcTJ07kyiuv5He/+12pbGf6tk888USefPLJivKOjg4+/vGPD3s/+XweXR/epRWXy8WcOXOYM2cOCxcu5Itf/CKjRo0imUyWrbds2TIJnhBCCCH2AxI8cYhQFKXYwROibvScUrlp5ohHWolFmgcM/dFCOtU7cpUV4pCh4HIHiql7q0ppfJ3uYHFaSOWrG66RrqgQQgghhKBwMb2qdgpVtVNKZbZtEY+00duzid6uDfR0riUR6xjBWorBKIpayMzm8GA4vRiOQoa2vofh9BUCk53+QqCyy4+mGSNdbSGEEEJs47vf/S5333032ezOB6+effbZfPvb364IuPjRj37EiSeeyPHHH7/d7d9++23uvvtuFi9ezBtvvFG27I477sDtdnP++edvd/iNTCZTljmjz7bBFEIIIYQYGRI8cYjTNINg9XiC1ePLyrOZBPFoK4loO4lYG/FoO4loG8lEl2SqEGKYnE4/ruLYxu7inWmleU8VTncQVdVGuppCCCGEEGI3KIqKP9SIP9TIuMnvASCd7KWncx3dHavpbFkuwel7gaIohWwQ7iAOV6AU8FAWEFEKkPCi6S7JECGEEEIcBMaNG8dVV13FbbfdttPbzpo1i4suuogHHnigrDwajTJ//nw++MEPsnDhQsaOHYvX66W3t5fNmzfz1ltv8dxzz7FlyxYAJkyYULHvN998kzvuuINPf/rTzJ8/n+OOO46ZM2cyatQovF4viUSC1atXc8cddwwaPDFmzJidfj1CCCGE2PMkeEIMyuH0Ul03leq6qWXlppkjnewpjv/bRSrRN+0hneolk44BElwhDn5Op7+YLSJUyhjRlz3C7anC6Q7JnWpCCCGEEIcolydE44RjaJxwDLZtE4+00NG6nI7mdwh3bUDOmYbH5Q7hCzTg8dXi9tbg9tbi8dUWApFdfhRFHekqCiGEEGIEXHfdddx1112k0+md3vaXv/wl//nPf2hubi4rt22bp556iqeeemq36pbNZnn++ed5/vnnd2q7D33oQ7t1XCGEEELsGRI8IXaKphl4/aPw+kcNutyyTDKpCOlUmHQqQjYdI5uJFx8xcpkE2WyCfDZFPpcil0th29Y+fhVCDM3h9OF0BYrjGhfuYHN5QrjcVTjdgcLUFUDV5OdTCCGEEELsmKIo+ENj8IfGMGXWmWTSUdqb3qJt6xt0d6yWzH6AYbgJVI0jUDUOf2gMvsBofIEGGb5OCCGEEIMaM2YMV199Nbfccssubfv000+zcOFCtm7duhdqt/OuvvpqjjzyyJGuhhBCCCGQ4Amxh6mqhttbjdtbPaz1bdvGNLPksylMM0M+l8HMZwpl+QxmLo1p5jDzWUwzU5xmMfNZ8vl0YZpLY+Yz5PNp8rk0uWxSAjJEia67cLh8A9L3+lAc/8cAAQAASURBVHE4vTichbS+Tpe/kObX6cPhCsgwGkIIIYQQYq9yugKMn3oS46eeRDaToL1pGa1blh4ygRSqqhOsHk+oZhKh2skEq8bj9tbIkBpCCCGE2Cnf/va3+f3vf08qldrpbefNm8dbb73Ftddey5///OdBh9EYyvz587nqqqsqyhsbG9E0DdM0h70vp9PJtddeyw033DDsbYQQQgixd0nwhBhRiqKg60503bnH9jkwICOXSxayXZSyXxQyYGTTMdKpCJlUL+lUL6Y5/AayGDmGw4PD4cUYZAzjvnnD6cXh6C+TDBFCCCGEEGJ/5XB6GTflvYyb8l4y6ShtW96gZctrxaE9Dg667qK6firVddOoqptCoGq8DG8nhBBCiN3W0NDANddcwy9/+ctd2r6qqoo//OEP/OQnP+H+++/nP//5D2+//Tbd3d1Eo1FcLhehUIjJkycze/ZsTjzxRE477TQaGxsH3d/3v/99vvSlL/H888/z2muv8dZbb7FhwwZaW1uJx+PYto3X62XUqFHMnDmTU089lYsuuogxY8bsztsghBBCiD1MriqKg87AgAwXoR2ub9s2+VyKdKqXdDJMKtFNMtFNqu8R7yaTie39ih+CVFXH6Q7icgfLsj84nX4cruJjQKCEZIUQQgghhBAHK6crwITpC5gwfQGpRA+tW16ndctSIuEtI121naLrTqrrp1FdP52a+hkEqsaiKOpIV0sIIYQQ+7Fdzb518803c/PNN+/WsRsbG7n22mu59tprd2s/AKFQiHPOOYdzzjlnt/clhBBCiJEhwRPikKcoCobDg+Hw4A8OHjmcz6VJxjtJxrtIxDtIxjpJxDpIxjtIpyL7uMYHBqfTj8tbjcsdxOWpwuUO4XSHitMATlcQw+GR9LxCCCGEEEJsw+2tZvKs9zF51vtIxDpob1pGW9Myers3jnTVKmiaQVXtFGpGzaC6fjrB6gkS9CyEEEIIIYQQQogDkgRPCDEMuuEiUDWOQNW4imV9gRWJWEcxoKKTRKydZKzzoM1YoetOXJ5q3N5q3J6q0rzLU4XbU4XTHZJUvEIIIYQQQuwBXn89k2e9n8mz3k86Gaa96S0621bS07GGfD6zz+uj606qaqdQVTeF6rppBGsmSttfCCGEEEIIIYQQBwUJnhBiN20/sCJFIt5FMtZRGgakMCRID6lEF6aZG4Eab5+mO3C5gjg9of7AiGLmCJenCre3Bt1wS8YIIYQQQggh9jGXp6o0tIdl5gl3b6CrbRXhrvVEe7aSz6f36PEURcEXbCRYNZ5g1XhCdVPwBxsls4QQQgghhBBCCCEOShI8IcRepBtuglXjCA4SWGHbNrlskkw6QiYVIZ3qJZOKkElHyWUT5LLJwiNTmM+bGSwzj21bwzq2oihougtdd6DpTjTdicPhxXB6MRxeurqjaLqbyVNm4vKEcLmDOF1BdMO1p98GIYQQQgghxB6majo19dOpqZ8OgG1bJOOdRHq2EOttJp0Kk0qESSV7SCfDQ5xHKBgON7rhxuUO4vHV4vHV4fHV4fWPwh9sRNMd+/aFCSGEEEIIIYQQQowQCZ4QYoQoioLD6cXh9OIPNg57O8sysaw8lpnHsvLFDBAKiqKgKGphquqoqj5kdgjLsli5ciUAo8fPRlXVPfGShBBCCCGEECNEUVS8/lF4/aNgwrEVyweeR9hWHq0YZK0oci4ghBBCCCGEEEIIARI8IcQBR1W1Qppc3TnSVRFCCCGEEEIcIOQ8QgghhBBCCCGEEGL75BYTIYQQQgghhBBCCCGEEEIIIYQQQhzSJHhCCCGEEEIIIYQQQgghhBBCCCGEEIc0CZ4QQgghhBBCCCGEEEIIIYQQQgghxCFNgieEEEIIIYQQQgghhBBCCCGEEEIIcUiT4AkhhBBCCCGEEEIIIYQQQgghhBBCHNIkeEIIIYQQQgghhBBCCCGEEEIIIYQQhzQJnhBCCCGEEEIIIYQQQgghhBBCCCHEIU0f6QoIcSCzbZt8PkMmGyeTSZDNJcnlUmRzKXK5FLl8mlwuRT6fIW9myeezmGaWvJnFzGcxrTy2bWFZFpZtYlsmtm1h2zYooKCAohSmgKJqqMr/Z+++A5wo8z6Af6enJ9s7TXpXBOlFFCv2ridYwLOcr+VOT07PepbTs+BhOTlRT+8U9Q67YkMBBUSkSy+7sDW76T0z8/4xSTbZJFtoS/l9NCR55plnnplkd59n5jfPw4FlOXAsD5blwLI8WI4Hz4ngOREcH3vmRPC8BIGXIAg68LwOAq+DIOjAsSJCIRc4ToKqKqA4KkIIIYQQQo4sshyF12eHx9cAr7cBXp8dXl8DgiEvZDkCRYlCliOQlShYhoUgGCCKeoiCAaJggE5nhtlYAKMxHyZjPoyGXHAcnSIghBBCCCGEEELIsYvOjBCSRFVVRCIBBEMeBIJuhEIeBEMeBINuBMNeBIMeBENuhEJehMI+hMM+KIrc2dXuMBVAMBAAAKzbqoco6CDweoiidiJVO6lqjL3XQxS115JohCgYIElGCIL2nmW5zt0ZQgghhBBCjgHhsB8NjdvR0Lgd9fZtsDfugqJEOlBCU6tLGYaFwZCLHGsprJZSWC0lsMWeOU7Yv8oTQgghhBBCCCGEHAEoeIIc9RRFRijsRTDk1YIg4sEQLZ4DQTeCIW8HT0AeHSKRICKRIPwBR4fX5XmdFlQRD64QjZBEAyTJlAjAaE5vXk4nYAkhhBBCCMlOVVU4XHuwp3ot9lavQaOjEloY9MHangKfzw6fz4491WsT6QzDwmwqgM1a1vywlMJkzKdAakIIIYQQQgghhBxVKHiCHFFUVUE47Eco7EuM/tD8Wps6QwuU8MRGjfAiHPZ1drWPatFoENFoED5/Y4fW43kpMYpFc5CFCaKoTw22EAwQpebXPC+BYZiDtDeEEEIIIYR0HlVVUG/fhso9q7Cnem2H29gHq05uTx3cnjpU7lmVSGdZHmZTYWx0imJYzMUwmwpgMuZDFI3UZieEEEIIIYQQQsgRh4InSKeR5QhCIS+CYS9CIU9zMETIi1DYj3BYC4TQpsfwJ54P5t1W5NCJRkOIRkMdHu2CYdjE6BWiaIQo6CGJJgiiHlJ8qpHE9CNaHkkwQBAN4DmRTuISQgghhJDDiqqqaHTswq7Kn7B7z88IBJydXaV2UZQoXO5quNzVacsEQQ+zsQBGYx6MhlzodVYYDTnQ63Ng0Nugk8wUFE0IIYQQQgghhJDDDgVPkANKVVWEQl74Ag4EAg74A87ElBjatBju2FQZXkSjwc6uLjkCqaoSC7bxdHhdluUgCFpghZQUZCGIsfeCAYLQ/DoRiCEaIfASGIY9CHtECCGEEEKORU5XNXZVrcCuqpXwehs6uzoHVCQSQJOzEk3Oyqx5WFaAXmeGTjJDkkyJaf/iQdLxqQHjgdNaO91IU4UQQgghhBBCCCHkoKHgCdIhqqoiGPLA622Ax9cAr88Or9cOr98Of8AJv98JRYl0djUJyUhR5ETgRUdDLxiGhSDEphQR9BAlU2LUC23KEWPKdCOSZIQomiCJBgq6IIQQQgghAACvrxG7q37Czsqf4HTt6ezqdCpFicDnb4LP39Sh9XhepwVbxIIrdKIJOp0FkmSCTrJoARk6Cww6G/R6K7XFCSGEkCNAttGovv32W0ycOPHQVoYQQgghxzQKniAZReWwNq+tuxZuTy1cHu3Z7amHLIc7u3qEHHKqqiAc9iEc9nVwTQaSaIid4DUl7qrTSc132ekkC3TxNJ2F7qYjhBBCCDmKeH12VO75BZV7V8HeuKOzq3PEi0aDiEaD8PnsbeZlGBZ6nRUGgzZdiMmYH3sUwGwqgNGQS21vQgghhBBCCCGEJFDwxDFOUWR4vA1wuvbC6doLh2svnK498PoaAaidXT1CjgIqQmEfQmEfgLp2rSGKRuh1Fi2oQmeGXmfV3uusSa+1gAu6k44QQggh5PCiqipc7mpU7V2Nyr2/wOGs6uwqHbNUVYE/4IA/4Mi4nGFYmIwFsFqKYDEXw2IuhtVcDKu1FKKgP8S1JYQQQgghhBBCSGej4IljSCQagtO5B03OKjice+BwVsLhqqZpNgg5zMRHuHChptV88Tvp9DoL9Hor9LGhifU6Gwz6WKCF3kZBFoQQQgghB1kg6EZt/SbU1G5ETf2vCAScnV0l0g6qqsDjrYPHWwdgbcoyoyEXNmuZ9rCUwmYrh9VcTCNVEEIIIYQQQgghRzEKnjhKhSMBOByVaHJWotFRiSZHJTzeeqiq0tlVI4QcICl30mW+mQ5ApiCLpEfSe0kyg+PozwIhhBBCSGu0C+71aGjcCXvjDjQ07oDTtaezq0UOMJ+/CT5/E/bWrEuksSwPq6UYOdYK5NjKYLOWw2Ytg15n6cSaEkIIIYQQQggh5EChq2RHgWDIC4ezEk2OKjQ5mwMlCCEEaH+QBdA8ZYheZ4VOMkOns0CSTNBJFuh1ZkiSGTrJDEkyQeB1YBjm0OwEIYQQQkgniESCcHlq4HRVw+WuhtNVjUbHboTDvs6uGukEihKNjeK4B9jdnK6TLLBZS5FjK4fVUgKruQQWSzEk0dh5lSWEEEIIIYQQQkiHUfDEEURVVfj8jbGTNfFAiaqs87cSQkhHJaYMcbc+ZQigjWghiSZIkhGSZIIkagEVTU0e8LwOvNQAnWSCIOghCvqUZ56XKPCCEEIIIZ1OVRUEAi74Ag74fHZ4fHZ4fXZ4vXZ4fQ3w+Zs6u4rkCBAMuVFbr03dkkwnWWC1FMNiLoLJmA+TqQAmYwHMpgKIgr6TaksIIYQcGxwOB1atWoWff/4ZP//8M7Zv3469e/fC7XYjGAxCr9fDYrGge/fuOP744zF16lSceuqpYNnWp76dOHEivvvuu7T0nTt3olu3bmnpixYtwqRJk9LSp02bhtdeey3x/r333sPFF1+clm/+/PkZ00eNGoVly5btc97y8nJUVVWl5Y0LBoN499138c0332DFihVoaGiA0+mEyWRCUVERRo0ahbPPPhvnnXdem8fsgQcewIMPPpiWPm/ePEyfPh12ux2vvPIKFixYgF27dqGhoQGqqkJV1ZT8brcb8+fPx8KFC7FhwwZUV1fD59OCmk0mE8rKytC9e3cMGTIEI0aMwLhx42Cz2VqtGwDY7Xb8+9//xnfffYc1a9agsbERXq8XNpsNhYWFGD58OCZPnoyLL74YOp2uzfKS/frrr5g/fz4WL16MrVu3oqmpCZFIBLm5uSgrK8Po0aNx1llnYcqUKR0qd/ny5Xj55ZexaNEi1NTUwGQyoXv37jj//PMxY8YM5Ofnt/u7RwghJBUFTxymwmE/HK69qLOvhj9gx976T+F070UkEuzsqhFCCADtYkMw5EYw5G5OAxAMBAAADY6VyB4ewUAQJAi8Fkgh8BJ4XgdB0J55TgLPi9qDk8DzsQcnguME8LwIjhNj77V8HCskljFM6502QgghhBzdVFVBKORDIOiCP+BEIOhqfgRcCASciXSa2pAcLMGQG8EGN+oatqQtEwQdDPoc6HVWGPQ5MBhs0EmWWFCyUXtIJoiiEQIvUfuWEEII6aD+/fujtrY263Kfzwefz4eamhr88MMPmDNnDnr37o158+Zh9OjRh7CmmokTJ4JhmLSAgSVLlqQFRASDQaxatSqtjMWLF6flDQQCGfNmuqge98ILL+DBBx9EfX366NYOhwMOhwObNm3CvHnz0K9fP7z44ouYMGFCq/uXzeeff45p06Zl3Fay999/HzfccAMaGxszLo/Xa/369fjoo48AACzLYvPmzejZs2fGdUKhEO69917MmTMHgdj5zGR2ux12ux0bN27E66+/jrvuugsPPfQQZsyY0eZ+1dTU4KabbsIHH3yQ9pnGl9fU1GDlypWYPXs2Bg8ejDlz5mDs2LGtlqsoCm6//XY8//zzKeUGg0HY7Xb89NNPePbZZzFv3jwYDIY260kIISQdBU90Im0ofSc83ga4PbVwuWu0h6cWgYAz5SKkTq9v5SIkIYQcaVREIsGDFhDGsjw4Tog9RPCcAI4VwHJ8IuCC47Q8PCeCjQdexNZhOQE827x+c1mx9ywPntfWS6zD8jSaBiGEEHKQqaqKUNgHf8ChBUEEnfDHgiECQWcszU1BEeSwF4kE4YrUtGvENwDgOBECr4uN4iYm2rHNAcUCOI6PtWv5pLav0Nw2Zlu0j5MCkrWAZh04TqA2LSGEkKNCpgvWbdmyZQsmTpyIL7/8cp+DAfZVfn4+BgwYgPXr16ekL126NC3v8uXLEQ6H09IXL17c7rwTJ05MS4tEIrjyyivx7rvvtrvev/76K0499VS8/PLLuOaaa9q9HqAFhrz11lsIBls/P/jNN9/gkksugaJ0rH2vKAqi0WjGZXa7Haeffjp+/vnndpdXW1uLmTNnYsmSJZg3b17WETdWrFiBqVOnthkQkmzt2rWYNGkSnn/+efz2t7/Nmu+6665rc9SI+vp6nHfeebj99tvbvX1CCCHNKHjiIFJVFeGIHz5/E/z+Jvj8TfD6GuHx1scedihKpLOrSQghRx1FiUJRoohE0qPGDyaWjY2K0SJ4o/l9c9AGxya9TjmZnfq++WQ33+p7luUO6b4SQgghB5osR2MjQzjhCzgSo0P4A47YsxYcQX0ociyS5TBkOZwy6tvBwSRGhhMEXSJgQ0iahi8xJZ9ogCgYtPex15JoAM/rKACDEELIESsSieCKK67Ajh07IEnSId32pEmT0oInVq9eDa/XC5PJlEhbsmRJxvXXrl0Lt9sNi8XSZt5MI0/ceOONHQqciItEIpgxYwa6du2Kk08+ud3r/fOf/2xXvvvuu6/DgROtCYfDuOCCCzoUOJHsjTfeQFFREf7617+mLdu9e3eHAyfiotEobr75ZpSVlWHq1Klpy19//fV2T7cRiUQy1o8QQkjbOj144kD+0TsUVFVFNBpCKOxDOOJHKORBIOhGMP6IvfcHHfD7HYjK6VGdHdhYymt1H04+7N7ZhHn/WIFgQIuwZBjg5Cm9oKrAt19uTdkEzzOIRjNH5HI8A45jEQ7JHa4DwwAMy0AUOKjxfQGylmUyi7jgksGY/+/ViXpnK1dVAV5gcdqZfbB9ayM2bawHGEAUWITDCsBAm0cAAMsCJpMEtzsEhmVw7oUD4HIEsejrbWhPIHJ8e3E6Pd9q/QSRQySc/XixLANF6XgENMMAgsDh7PMHoLbGjeU/7O7wZ5NfYITT4U/7vDmehSIr7ToerdUP0I6V2SKhZ588/PJTdavrSBKHUIv6F5eYwfMs9lS5UsqNlx1ntkjwecNpx5LjGMiymrIeL7CIhFN/57AsE5tDLymNY6DIqeUxDNB/QBEcjgCq97oT63Icg0hESeTJdOwYBigts6Brj1wsW7IL8V97DAPo9AJYFvB5my8C6HQ8gsHU75bVpoPLmRqFzQsM5NhnmF9gRFOjH4qi7Yuk43HpVcej/8AifPy/DVj+w27YcvQAAzTU+cCyDE6e0gvffrm1+TjFfl4EgcPUCwagtMyKt177GR5PCBNOPg6nnN4bALD2l2oseHcdwADnXzIYg4aUYOvmBsx/azXCYRmnntETJ44ow7bNDXjnrdUIh2SUd7Fi144mqKr2syhKPCJhGWPGd8fpU/ul7Ff1HhfmvrgMfl8EksQhr8CI+lovjuudB57nsGFtbWL/AQbR2PEff3IPnHlOfwDAj4t34fOPN0HScbj0quNxXK98AMAnH2zEsiW7YMsx4DfXDkNhsTn9A4vZU+XEv19bBY8nhImn9ITfG8byH3fDYtWBAeByBTFgUDF+XV+r/b4BcFyvPEybMQKi2Hogw/Ifd2PB/PVQVRV9+hXgmhtOQsAfwb9eXYndO5tgNEnw+8IoLjHjN9edCKut7Tmxl363Ews/3QydXsC0a8egV99ScCyfElzBsjx+3bAXL7/wMcLhKH4z7TScetrIRL74g4vl/WDBN5j3z/dhNBnw5/tvQ79+vXDfvU9h1c9rMXToIDz19MMwmy3gWA4bf92C39/xJzQ2NuKGG2bglt/dDJbRygEY/OEPf8CHH36I3r17Y+7cuSgtLW1zn5IltxcOp7bDkiVL8H//93/w+/3405/+hKuuuqqzq0Q64HD6LpFj29H8XVQUGeGwD8GwF8GgB6GQB/6AE5XV2xCO+FDb+DWCIRf8ARc8XheeeXwRHE0BiCKHG24dhbJyGyp3OfDmvJVwu0KJco/rnYdrZp6ELz/bjO++3p5x2z1756N7z1x8u3AbolHtGAsCi7PPGwB7gw+LF+1I5GU5BgzDoHuPXDgdfricQYwa2w0eTwi/rNybVjbLao3MkjILrk76W71xfR3efWs1AoHUAI942zQu3m5kWQbnXDgQe6tc+GlZ5T4e5UNHENhE2zeTnr3zMX3mCDz2wFfwefejL9wBPM9C3s8+TGv0BgEms4iGOl/KNm/8vzEoKDTirdd+xvatjTBbJLhdAShKap/ghOFluOjyoQj4I3j+b4vhdGjBvb365KPR7ofLGUi04VmWwVXXDMPPP+3B5o31KKuw4urrhsNoEhPlBQPxNqMDeQVG2Ou9Kd8tjmdw1rn9YcvR41//XJmoy2ln98GkU3qltNttOXrU13rSjp3BKCAaUXDylF6YeErzMNehUBRvvvozdm5vRPfj8nDhZYPx79d/RuUuJxgGGDikBH37F+Lj/20EGEAQePj9YdisRrhcPgwa3BN333MNzGYbBEGPBf/7Gq/+812YzSY8/vj9GD5iOERBn5i2r2VwcLb24L///W888sgj0Ov1eOaZZzB+/PiMn6XD4cCMGTOwevVqjB8/Hi+88EKH5y0/Wnz22We4++67oaoqHn300YwXaEhmH374IWbNmgWWZfHEE0/gjDPO6OwqkVYcrv3Iw5WiKNiwYUOH1ysoKEBhYeFBqNH+0el0GDFiBIYPH47evXvDZrPBZrPBarVCURQ4HA5s2bIF//nPf7B27dqUdaurq/HWW2/h2muvPaR1jo88kEyWZSxfvhyTJ09OpGULiFAUBT/88ANOP/30RFqm0Si6du2K7t27p6R98cUXGYMZOI7Deeedh3PPPRclJSWoq6vDBx98gPfeey9ldA9ZlnHNNddg27ZtEAShfTscU1FRgZtvvhlDhw5FOBzG5s2bMX/+fADadBQ//vhj2jp9+vTBjTfeiF69esFgMMDtdmP37t3YsGEDvv/+e/z6669Zt/fiiy9mPC4AcMYZZ+A3v/kNioqKsH37dsyePTstoAUAnnrqKVxxxRUYOnRoSvptt92WMXCC53nMmDEDZ5xxBnQ6HVauXIm//e1vadOQKIqCG264Aaeccgr0+ubzgaFQCHfddVfGOuv1etx2222YMGECwuEwPvjgA7z66qv7NPoKIYQQgFE74Tfoo48+ikgkkvjDe6gpShRO907tzmQ1CkWJJO5SlpUIZEW7o0OJPctyGFElBDkaRFQOHlHDv/79mR9hr/d3djU6rLVADqLJdqGekDhJ4nDZbwbj9bm/dHhdhmVQXGxCTbUnkfbbW0cgv8CIxx/8LuUCxB/vn4Bn//oDPO5QYt3f3zMWL/99RcpFjmyuu/FEVHSxJt6/9PwK1CZttyNm3jIcJrOEZx5fkvj5sNp0uP3uMdi904F5/2ie4/G4Xrn4zbXHZy3rH39fgeq9Ha/HKaf3xNgJXVvN8/C936Sc5P7NtUOxc4cDSxbtTss7dFgJzruof6vlOZ1BPPvXpYlgsdw8PW79feb5Of/22JLUz2rWWBiNYlo+lzOIZ5LKzMnV44Thpfj6i+YLVBMnd8fEU3oASD9eN912EgqLtLsiNqyrw7v/bu5oDj2hHJdccSIYlgPDsGAZ7Zlhkt/H09ikZUxzOpKXxdIRf80CDAsGTPNysEB8mbYkli/+mgGgDbcYn1M88QwmkS8ekRV/PfP629HY2ARAm0vzn6/+HTabNVZec/RW8/v4+gCS8mTLn5SSuu3mjMklxvK1yJPYP5LJggULIMsyBEHArFmzOrs65BjS2X2iOFVVoKiy1sdRFSiqAjX2UJRIbHkUqiJDUbX+khJ7yEoUshyKPcKQlRCistZvishBRKMByHLbbYG4D//3K1ataA66jf89e3H2ctTVeNPyTzmzJxZ+uq3jO50UYH0gDDm+GOdfMgCqquLxh75HKJg9wPpYcPywYvzyc/b5xY8WefkGHH9iCb76PHPwTrKLrxiI3TudWPHjnjbztgxQGTmmAqef3Tvx/psvt+P7b3a1WgbDaAEeLQNd7ntkEp55Yim8nvYHttxyx0jkFxgBAN99sxPfftkcdNSlmxWVu1xp226tn3rqGT0xZnxXOB0BPPvkD4mfxbx8A35356gWZXGx6UcEsExsShJWSAT8MowWnDHrD/9MBNNbbSb87dk7MrYp33n7M3zy0beJ8qdNvwhnnnUKAAYswyXais1tzaS2Y6xtiVjbMt6+SqSltelatsn2rT3WfMqu+aCqUGNv1eSUlAOvJv+SU9WU9WVZxsUXX4FQSPv9LIoi5s9/q8WFrlhdM7Q/U9utB2Y/DzY16RikHr9Wjl2GYx+JRHDxxVcgEtEC5HQ6Hd59998Zhm3P3HY/Eo8dOTbE+0ThcBiPPvpoh9e///778cADD+xXHbJ9/7/99tuM00u0hyzL4Li2R+kMhUIoKSmBw+FISb/kkkvwzjvvpOWfOHEivvvuu7T0nTt3olu3bmnpixYtyjjKw7Rp09JGEWhqakJ+fn7aRe8HHngA999/PwDt4npubi5crtS/wXF/+tOf8MgjjwDQjkFubi7c7tSRqzJte/To0WlBCgzDYP78+bjooovStvPcc8/htttuS0ufO3currvuurT6P/jggxnrO2rUKHzxxRcwmzPf4FRdXY2ysrK09MrKSlRUVGRcBwD27NmDd955B1dccQVKSkoS6bIso7y8HLW16e3V3/3ud5g9e3ZKWiAQwMSJE7FixYq0/BdddFHKSB3r16/HoEGDMtbn/fffxwUXXJCStm3bNowYMSLtuwcAf//733HzzTcn3r/11lsZb9jheR6LFi3CmDFjUtJffvnlrNN/ZPr8CSGENOv0kSc6gwoVgWBTWuCEokZjQRMR7QSgEomdBNQCKA7oGbZDpOVd9kcKWT7yjvWhRoETpC3RqIJwK6OftEZVVIQjqetGwoo2+o7c/HslKmt3ySWPsqIqWp7WRl5JKbfldiL7VmdtXQVyNPXOw3h5LU8et7Wd1u6qbH29tuvf8uc3GIxm/X3dnvKiESXlT1RrdW/5WcnRzHmj0ZZlyhk+KyXja2072ZeFwiGEI82BFkxS8ASbEiyRHFDBIj2ggo2d0E4OoEgKmGA4JE5sJ058pwZSNAdGxAMpmoMmtHKBeLBFy8AJgEEo1DwijKIo8HobIOmiSWUwiTJSAyXQ4n2Lk6stT7a2+j6elpwjc+BGSlBGynYBMGzaOtmCNxiW0y4yEEKOeKoqIxhsSgRMJAdTqKoMRYlqz7HXWtBEUgCFHEZUCacEUUTlYIeCJuJajqQWD9bM1qbYl1HxABzwbl3875yqNtf5WNZyBLWjVTSqtLu/HYm0v13eckS91tpf2ahq5jusFUVtdxs90/aiae3p9G201U+N70+mtmZ6WTKisgzIWnuLZflEEEU8gMLnC6Ucs3AojECwMdauTG1P+v2pgdE+nwuBYFOLYNzmtmFzoG1zwG5qIEVSQC7Q3KZMvAZS22SZ2ocpe5y076kX7lMvoqlJAQBJ77WMKbmSCky8jESiiYv/2vsIfH5789D0THILMDVotzmtZfszfT/jwcmp7c+k4OSU9YH045FMbfFKjf2fdJxUNbFMO15K4rg13wSlpqzfnNbG8YstCwZDiEabf8fFjx3P8ynHLWUftYORlNa878nvW7bZ44E52rKWQd3xApLa5wwbG/WPEBLHcRwURcF3332HDz/8EGvWrMHWrVvhcrng8/naHI1k1apVrS4/GHJzczF48GCsWbMmJX3p0qWJ12vXrk0JnJg8eTK+/vrrxPvkERXWrFmTFjgBIC2Yo76+HsuWLUvLd8opp2QMnACAm266Cffccw8CgdQpcz/44IO04IlseJ7Hm2++mTVwAgBsNhsYhkkLKNm4cWOrwRPl5eW4884709JXrFiRMXDCZrPh8ccfT0vX6/V47rnnMGrUqLRln3/+OSKRSCIA8aOPPspYlylTpqQFTgBAz549cdddd+Gee+5JW/bRRx+lBE98/vnnGcu++uqr0wInAOCGG27AK6+8ss9TkxBCyLGsU1vVLMuif//W76Y9WAZhSIfyq6qCcCSAcNiHcNivTdsR9iEU9jZP25E0hUcg6ErvaHWUqiIY1E4S6HS6tI5Ye5x1bn/8541VKScwBg8tgaKqWL/m0N4N1N6REjiOwWln98VnH/7a7gCBE0+qwO5dDjTUpd+Rlozn2cQJzdHjusLlDGLDurr2baSFzh75YfykHqit8WDLpoYO10XS8YfkjjiOZ1FcbMLePa3Py5up/jo9D45j2xzut+UQyAdTYZERXm8Yfl/H59k2GHiUVdiwdbM9bVnL/c90PNoajSXTVB9nntsfA4eUo2//WmzaWA9R4sCyTGK6mQGDirJ+/ydOPg7deuTirdd+RiSiYMgJpejZpwgMw+D0s/rii082AQDOmNoXJrMRZ53XH/+bvw6KomL0uC6wWnU469z++G8sLSdXD0dTc2cqPm3NgMHF6Nu/NDH0NQBMPX8A3pi7EoqiTSeiNwjw+yIoKDSCZRnU1Wb+Oe/brwC9+xaDYRiMGd8dS7/fCZZlcNa5A6DT69F/UBn6DqjGpg31kCQep53VDzp99ukwzjinP/7zurb/Q4eVwucNY+tme2JKjnBYRmm5BdVJ3++cXD3GTuwJnb71OTHHjO+eGCo8v8CIE4Z3RY+eAWzZZIejKQBeYBGNKDCZRJxyet9W6wkA5V30GDm2K5Yt2Q2O04Zqjq/DMhw4rnlKjgsvGYH/vPkjFEXFaWcejwEDhiXdwcfFpvngwfbjsfVXBp9/+gN4nsNvb7wcQ0/oj+1bnsbePXUoLS3E//3fXSgqKgDHCtDzo/Dne59EKBTCGWeegt/O+BM4TgDH8ph6WhSV22/BqlWrkZubi78+9goGDhwElo2f0G7775uiKNi0Sfve9e3bN8PdXZ3jgQdk/PGPf0Q0GsXMmTNx3rmHdkhPsn9o6F5yOOjMPtHBlDxdRzjsQzDkbe4zBVyortmNSMQHUQKCIRdkRcbU8wdiy692hMMyGAY454KB0On1OPPc/vj3az8j+Uc2J9eACZN7o77Oj43rM7dncvMMqOhqw5pVqVPIjZvUA3W1Hmz5tSHjOh5PEJGwgr79C+F2BVodicpoEnHKGc1/q888px8+/t+GDrXNx0zojj2VTuzemX7H2ZEmN8+Ai688AY/cuxBHy69YhgVEkUMomHpxf+oFA9C1ey42rKuHvcGXddrGLt1sGDa8K3r2LsSGtfWJIIGcXD08nlBaQMIpZ/TB2lXVqKl2w2rTYdKpfVLaghNO7oXNG+1oavRDbxAQ8Kf3TUaP6wZbjg6ffrgpkXb8iWUwW0w4+/wBiXZ7tvUZloGqqBg2ogLdj2sehn3cpJ7YuL4ejXY/8guMOP/iwXjz1ZVwx0Y1Kykzo0+/Iiz6ahvi03cqsgpR5BAOyygpzcFFF52F/IICCAP02L6Zx2efLIEg8Ljt9hsxZdLJEHg9eF4Ez+u0Z04Ez0vgOAGqioztQXtNMV588UVwHIeHHvoLzjvrsoyf5cC+U3HJpkuwd+9e9O7dG3++72/IycnJmPdoN2vWLPzlL38BANx9990YP+7sTq7RkeOuu3bhiSeeAMMwmDVrFsaMpmk7DmeHaz/ycPPhhx9Clvf9RpbD1YoVKzBz5sy0QIT2stvTz+EdCpMmTUqr87JlyxIjabScsuOSSy7Bjh07sHPnTgDafofDYYiimHV6j5ajeSxevDjjFA9ffvllh0fF+f7779udd/LkyejRo0ereQwGA4YOHYpffkkdWff000/HiSeeiCFDhqB3797o3bs3+vbti969e7f6s54ciJJsypQpMBgMGZeNHDkSJSUlqKmpSUn3er1Yu3Ythg0b1mrZrY00eP7552cMnmhZ1k8//ZRx/UxBGXEXXnghBU8QQsg+6PSQ5COn0cpCz5mh12WPgkymqgoCARd8/qbmR6AJPl8jPN56eH12KErrjVI1uWHCMK3G4Gcz5PhS9O5TgNpaNxRVRV6uEbYc7cRLU6Mfbk8AeyvdKCgyorzChlAoir1VbpSVWVC5uwl+fwTduufBZJHAsgzCwSi83jDsjV6Ul9sgywrCIRlNTX64XX5Yc4wwGHjIMiBHZJR3sUGWVbAsA0HkoCpaSAnHMvB4tDtEfL4wzGYJqqKisdGPvv0LwXEsThxRAbc7CL1OQG2NB3odD5UFoABGkwCB5xBVVPA8C5tND0VRUVfrAc+zsNp02LvXjYJ8I+wNPpitEliGgcWqQ81eNwwmEbm5WmPIbvfC6wlDlhWIonZx2dUUADgG+XlGeH0hiCIPi0UHR5MPVZVOlJba0LVHDupqPNi6uQEGo4CIrOK4nrnYs9sFnY5H736FcLmCsNd54fGFUFBgBMtoF4xDIRllFVb4fWG4XUH4/CEEfVGIkgBJz8HtDKCpMYB+AwuxfVsTunW3wWYzQFG1YycIHCxWHVRVhdMRgKTj4feF4XIEkZtvQKPdh0AgAluOAT5fGHodD5crCJNJhCDwKO9qQ12NAypU7NrhQZeuVuj1Inheu8u6utqNcCgKi1UHOaKgtsaNkjIrIhEZuXkGsCyLqioHwkEZPXrmYue2JpSWW8BxHASJg8izcDgCKCw2Q5J4VFe74XYGUFZhRWODDxaLDipU1NZ4UVxihtkiYce2JoQj2t33ubl6dOmWA5ZlULnLAbNFF/u50i6mh8IyGhu8MJolVFTY4PWE4XIFYMvRY93qGpSWm1FWloPaOg+sVl3iznqjUUSj3Q9eZBHwRyAKHIxmEXJUBcMClbscKCwyISdHj6oqF3iOhaTjwXIMBJ5DTq4Bsqygye4DxzNgWQ46HY9AIAKnK4i8PANYhkH1Hhdy8gza3Nmxn0WrVQ9B5OBwBBAKhhGNqjAZRYgSD4Zl4PUE0djgR06+Hrk5RtTUuMFAhcMZRG6uAWXlVlRVOuF1BcEKLHLzDDAZJXi9YQgCC7NFB7crCKjaiBEmswSTSbuAP33GcDgdARiMIjiORW2NG0ajhJxcPXy+MLZtaUDPXvmIRBQoigKe175fAHDvw6ciGIgmfm8AwKRTeuLEkyrAADCZtW2MGNkFAwYVIxpVIIpaZ+vEpDSzRYLTEQDLMlBVQK8X4A9EYLPp0jph/foX4f5Hp6C+zov8AiNEkYPbFYI1lrehzgOXO4iKLjmAqmL3bidy8wwoLDQlyjjnggGYcHIPCAIHQ2xKCo5lMP364XA6gzDoBUi61v8EDhhYhD89dCpCQW3/4z9v8fL8vjBsOXoEA1HsrXbBbBSRX2gCxyXfvc8mAgg4TgTHaUEK067pinPOC8DjDaNP7y7gWBFsNx4vvTIZTmcAeXm58Lj9yMvPg0FvSKzHx565pGcu9nzu6TwaGppgNJqQm5sPLhYMwTCpf2cvmgr88Q9NCIfDKC4ubvUYjB4+DTU1NdDr9bDZbACApUsuRW1tLYqKiiCKzdN9dO86AuecfSU8Hk/G4RQXLPgQNTU1yMvLS5mzcV+wLHvYtB8uv/xynH766QiFQm0eT0IIyeZw+Z12ILEsC563wWCwpS1TFAUbN24EAPTv3x8MwyAc9iEQdGHq6Q34edXPKCwyQhCi8AecyLWVo/+AbnA0NcLhCMBgEFFcYgbHsZh2/XDU1Xrg84VhNIoIBCIQeA48zyT+Lp85tR8i4SjAMJAkPtHOqavzIOCPQJEVFJWYEQrKsNp0iEaURDtFVYHGRi+2b2kEyzHIyzMiL98IRdXuWjaZpURgJQCMHd8dQ08ohd8Xgd+v9TGgqiirsKGxwQe3KwidnkduvgluVxAmo4icPK1fsqfSgepqNwSexcYNdSguNmPg0FJs2VQPvZ5HNKzAlqdHfa0PjKq1E0WJQ/VeN5oavKjobgXL8ejWPQfRoAyjWQeXOwAlqqC8iw3BYAQ8z8Lvi8DtDoEXWGzb1ACzRY+8AiMABSaTDvmFBvA8B3u9D+VdrFj7SzUUBSgrt6JHrzx43CHs2tGkHe9gFB53AGXlVkg6AaVlVrAsg788dRZWLq/Enj1OjBnTFdu2NcFo0tpKQV9EC3pnVITCMvLzjSgoMsPjCSHgC8Oao4dez6OqygUOKiJRLShD0vNoavChptqF4hIzcvKMiEYUlJRZ4POGEY0qcLsC8HjCsFokRCIqOB7w+cJQVUCOKtrnJXFQFC2wPuAPo7TchqYGH7zeEAxGAdu22eFxh9GtRw5yc40oK7eCZRg4HH44HUHIsoyu3XITbcI7/jgBLmcQZovWNhcFDrt3N0GOyCgps8X6TwwKCky4/9Ep2L2rCZIkoKKLDYFABKFgFBzHonK3A1262GC26jBhUo9EmYKQOtJTTo4ed94zEW5XEFabDj5vGG5PCF5PCLk5ekg6Hlab1tY6flg5Nm+uR5euOSgq0s5lxNvtclSB0STC5QyCYYDK3Q7oDQIKCk3QSQJCoShsOQYIggSB10MQdCjI0+OpZ4fC446gqKgIRqMFZ5z2GzTZvZAkA7p16wGD3gyn0wedzgyT0QKv14eCggLU1dWhuLg4ZWqIkf+4EtXV1TAYDIm2ZmuSgx6T24P33nsvrr/+eoiiiNzc3Kzrd+vWDYsXL0Z9fX1aXY41N954Iy6++GKoqoqCgoLOrs4R5dZbb8Xll18OhmGQn5/f2dUhHXA49SMPV3q9HuvXr287YwuH4++RZcuWYfLkyfD7930662zTYhxsEydOxLPPPpuS5vF4sGbNGpxwwglpARFjx47F2LFjE8ETwWAQK1euxOjRo1NGoYjr3r07unZNnW62ZVDA/nC5XPD7/VkDEZKNHDmyXWXed999GYMEVq5ciZUrV6ak2Ww2jB8/HldddRUuvPDCtJ/7bPvap0+fVuvQp0+fjOsmj2KxL2X36tULLMum3dzh9Xrh8/lgNGrTp9XVZQ4Y79u3b9ay+/Xrl3UZIYSQ7Do9eOJoxTAsDIYcGAw5KMBxactVVYHP3wSPtwEebz3cnjq43DVwuWvgDxzYO470BgHde+SlpefmGZCbZ0C3bs3LDAYROTlawyZ+Ei+ZMXZyr6KrLSW9S7eO360RP9mUrLjUkrItYyxP8oXbbFiWQUnS+t27aydN4hd348q72FLe5+eb0LK/W1benKcQzQEzFqsOXbs3H6/ScitKy60p6xYVNdchP9+I/Hxj1jqbTBIKi1oPyOneI3tnnGEY5MSCQAwGEfkF2sXjeFo2KgCrTTtpPHJMblpgTp9YsEJcj17pdchN+n7k5ZvSlpuSyigttaA09tmYzbqM6/Xt33xHU7Ku3TOf/CopaT7Othx94jsydkJztHLXrunfy7IKa1paXPy7DwC9emfu+LEsh6KkbQPadzkv6XOOn5DPvA09gPTvs14voKCw+bvQJVb3iqS+TJcM+5P8c5Sb4WcWSP2eAEB5hS3x2mgUMeT49AvdcTqdAJ0u/aSi2Zw+soLRKEIFEEwari+5fi2/l60FL+h0Qsr+Ju9bUYkl5TPo2y/zdyd+0ljDgOME8JyAstLcWCBDLPiAE7T3sSAEnhPBxvJqQQrNr1vmjQdExMtm2ebXHCe2e1SFA8ViLmpXvtZOKreUPC8kAAiCkHVYRIvFAovFknEZx3EoLy9v93aPJMfqHYuEEHKgMAwDSTJBkkywWcvQtWJoxnyyHEEg6II/4IQ/4EQg4EQg6EL3LklpQRei0WDKetn6EkUt2uGx85LgYgG0Wt2AggIzCgraF0QPaG38eBBrsrIKG8qS/oRaW7QZy7vkoLyL9jfl+BObM7asZ98DeA50zLjsd/rF+0STTu2dkp6Xz6e0fTNhWQYjRnXFCGiN2aJSW8rynn3S29pFxan7mdw2TtSpzIpBQ0vT0uPt1ZZltFfyZ3Fcr8z9gMIic8a+G8exibZqTuy71n9A5oBKQeDQM6l8vV6AXq/VfcCg5nWSy8xEFCUUl5jBcyJsVgFdktu2rKC9ZkWwXTmcMLR5GZvU3uU5ERwvNr/nJfC8DgIvgeelxHPLQNz2yEtqalqtNgDI2n4sLU3/PPdFe4NYJUlqdYjvYwld+N93h+OFYkIOBJZlMWDAgM6uxgExY8aM/QqcAFpOmbTvOjqqx4QJEzJeTF+6dClOOOGElBEJcnNz0a9fP4wbNw7/+te/EulLlizB6NGjM46E0HLKDuDAB4o0NTW1K3iivX+/zz//fLzyyiu4/fbb4fW2PvK00+nEhx9+iA8//BDDhw/HJ598kvJ7O9M0JgASQQrZZFuefOz2pWyWZaHX6+Hz+TKWHV832363NuVJa8sIIYRkR8ETnYRhWJiM+TAZ81FSlHr2KxIJwOWphcO5F5u3rII/0ACG9SMUbr1hQAghRyZGO0ErxE/Wpg7Ry3NS7FmIDdkrgudF7TkRvNB84pfjhNjyeKCDEBuB4dAFMRBCCCHkwOM4IdGHak0kGkIg4EIw5E4EVAQCLu056NKCLgIuhCP7d0KdkP3FMCz0OisMehv0eht0Ogt0ogmiZIQkGiGJJoiiAQKvi7WVdeB5CSzLtV04IYQQcoz6+eefs46gcdttt+Gaa65Bt27dUm7+6Nq1KyorK/dru5FI5ml+HY6O3Shps9kwZMiQtGkqlixZgqlTp2LPnj2JtNGjR4NhGIwdOzYl7+LFi3HBBRdkHAmh5ZQd8W0eSNFo+6aL1umy34DW0vXXX48LL7wQb7/9Nj777DOsWLEi62gMcT/99BOmT5+OTz75JJGW7aafTMEL7VlutTbfqLcvZSuKgkDSjWjZyjabzRm/S60FCbUVaEIIISQzCp44DAmCHvm53ZFr64qQ3wZAG2IpFPbC6doDh3MPHM4qNDkr4fbUQxtHgBBCOgfDsJBEEyTJCIHXw+MNgud0KCvtCp1khCDoIQh6iC2eBUGnBUpwIgU2EEIIIeSAEXgJgrkQFnPm0anitCALJ/x+B3wBB3w+Ozw+O7yxRyDgPDQVJkc1vc4Ks7kQZmMBTKYCmI35MBkLYDTmQieZ92lkB0IIIYRk13Iah7jp06fjmWeeSUuXZRl2u73d5fN85ksq2S6Qr127tt1lx02aNCkteGLp0qUZp+wAtGsH+fn5if1YunQpvv/++6xlt5RtBIjLL78cN910U4fr33IU0wMlJycHN954I2688UYA2igT27dvx44dO7By5Uq8+uqraZ/lp59+isrKSnTp0qXVum3evLnVbWdbnnzsWiv75JNPzrhs69ataaOMAIDJZEoZsaKoqChj8MSWLVvQrVu3jGX/+uuvGdMJIYS0joInjhAMw8Cgt8Kgt6K0uHn4tEgkCIdrD5oclWhyVsHhrITTVQ1VTf+DSwgh7RG/A06STNDrLJAkM/SSGZJkhk4Xexa1obUlUQuOiAc/tJzDnOYTJYQQQsjhSguyKMo67VU0GobLUwuXuxpOV3XseS98/qZDXFNyJDDoc2CzlsJmKYXFUgKrpQRWczFEse0hqwkhhBBy4DQ2NmZMHzZsWMb0hQsXdmiKj2xTIezevRtDhw5NSVMUBe+++267y46bNGkSnn766ZS0vXv3pkzNASBlxIkxY8bggw8+AKCNdvHyyy+nlduzZ8+MU6qOHTsWDMOkTVWyfv16jBkzpkM3PUWj0awBJgeazWbDsGHDMGzYMFx88cU47bTTMHny5LR8q1evTgRPjBkzJmNZ8e9BpulGli1blnEUD5PJhMGDByfejxkzJmWUi7gFCxYkAj5a+t///pcxvWU9R4wYgU2bNqXl++STTzBlypSMZfz3v//NmE4IIaR1FDxxhBMEHQrze6Iwv2ciTZYjcLr2xgIqKtHoqITTtReK0r7hsgghRyee10Gvs0Kvt2jP8Yc+/toCnc4KSTTQHXCEEEIIOebxvIi8nC7Iy+mSkh4IutHYtBMNjTtgb9yJRscuRKOhTqolOdR4XoLNWoYcaxls1jLYrOWwWUshia3Pk00IIYSQQ8NkMmVM//rrr3HLLbekpFVXV+Pmm2/uUPldu3bNmP6vf/0L55xzTkqgwVNPPZXxgndbxo8fD47jIMtySvrChQsTryVJwoknnph4P3bs2ETwBACsWLEirdxMU3YA2qgGI0aMwPLly1PS161bhz/96U945JFHWr1Bym634/3338eLL76IZ599Nut29tUf//hHTJ48GSeffDI4Lvv0ZdmmqUgOjhkxYgSKiorSpvxwOp2455578Nxzz6WkBwIB3HbbbRnLPe200yAIQuL91KlTMWvWrLR8CxcuxH//+19ccMEFKenbt2/HX//614xln3322SnvTz/9dLzxxhtp+V555RVcf/31GDRoUEr63Llz8dNPP2UsmxBCSOsoeOIoxHEC8nK7IS+3WyJNUWQ43dXadB+Oqti0H1WIRoOdV1FCyAHB8zoY9C2DIWxamt6WSBeE9s8jSAghhBBCMtPrLCgvHYLy0iEAtL6WvWknauo2oqbuVzQ27aKRAI8KDMymAi1AwlIKm60MOdZymE0FFGhMCCGEHCLr1q1r9ygGgwYNgtVqTbuIHLdgwQJccskluPTSS2Gz2bBy5Uo888wzaRfR2zJy5Mi0C+wA8P777+Oyyy7DNddcg3A4jPnz5+Ott97qUNlxFosFxx9/fNYpSADgxBNPhCRJiffJo1Bkk2nKjrj7778fZ555Zlr6Y489hvnz5+Oaa65Bz549UVhYCJ/Ph/r6eqxfvx7Lly/HsmXLMk49caAsWLAATzzxBKxWKyZNmoShQ4eid+/eyMnJgV6vh8PhwE8//YQ5c+ZkXL+srCzxmuM43H333bjjjjvS8s2ePRvbtm3D1VdfjcLCQmzfvh3PPfcc1q9fn7HcloESAwcOxDnnnIMPP/wwLe+ll16KGTNm4Mwzz4ROp8PKlSvxt7/9LeNUHMXFxbjuuutS0i688MKMQR+BQADjxo3DHXfcgVGjRiEUCuHDDz/EP//5z4x1JoQQ0jYKnjhGsCyHXFsFcm0VOK6blqaqCnz+Jjice+B07YXTVQ2Haw883no62UdIJ2MYFrrYNBk6XfPIEHqdFTqdpfm93gaBl9oukBBCCCGEHBQsyyVGAxwy4ByEwj7U1m3Cnuo12FOzBpEIBawfzhiGhclYAKulCBZzMSzmYuRYy2CxlFA7mxBCCOlkt956a7vzfvvtt5g4cSLGjh2LiooKVFVVpeV5991306bR4HkegiAgEAi0aztTp06F2WyGx+NJWzZ//nzMnz+/3XVuzaRJk1oNnmgZLDFs2DAYDIZWpyBpbUSIM844A9OnT8drr72Wtmz79u24995726zzweZyubBgwQIsWLCg3evk5+dj5MiRKWk333wz3nvvPfzwww9p+T/99FN8+umnbZZ7xx134IQTTkhLf/bZZ/HDDz/AbrenpEejUbz44ot48cUXWy2XYRi89NJL0Ov1KemiKOKvf/0rpk2blraOy+XC/fffn7GsllOxEEIIaRsFTxzDtJNE+TAZ81FRNjSRLssRuD11cLlr4PbUwuWphdtTC7enDrIc6bwKE3JEYyCJBkiSCZJogk5ngU4yQZLMWpBE/KGzQKez0NQZhBBCCCFHKEk0omvFMHStGAZZjqK2fhOq9q5GVfVqhELpJ9nJwSeKRuh1VphN+TAZC7R+sKkA5lh/mOOEtgshhBBCyBFBEAQ888wzuOiii9qV/7nnnsNf//pX7N69u135jUYj7r//fvz+979vMy/Lsrj88sv3aQSKiRMn4sknn8y6fMyYMSnvBUHAiBEjsGjRooz5e/fujdLS0la3+Y9//AM+ny8twORI9txzz6VMrQFogQgLFizAaaedhl9++aXDZV5xxRVZP5vu3bvjww8/xDnnnJMWQNEWjuPw7LPP4txzz824/Oqrr8a3336bMcClJb1ej3vuuQd//vOf05YlTy1DCCEkHQVPkDQcJyDHVo4cW3lKuqoq8Aec8Prs8Hgb4PXZtYe3AV5/I4JBDwCKZCRHP0HQQRRNEAU9JNEIUTRAEo2QJBNEwQhJMsbSjVqAhGiCSMEQhBBCCCHHHI7jUVYyEGUlAzFCuRx1DZuxq/InVO5dRSNS7Cee1yXa4nqdBZJkhj4ejCyZYdDnwGDIoZHaCCGEkGPQhRdeiBdeeAG33norotFoxjyiKOLJJ5/ETTfdhL/+9a8dKv+OO+7Ajh078MILL2TNU1hYiJdeegk5OTn7FDwxbtw48Dyfsf4Mw6QFTwDaaBTZgidam7IjThAEzJ8/H6+88goeeOABVFdXt7u+paWluOyyyzBw4MB2r9NeXbp0webNmzu0TkFBAWbPno3LLrss6/IffvgBs2bNwosvvohgsO22eWFhIR544AHceOONreYbNWoUfvnlF9x00034+OOP2zX6w4ABAzBnzhxMmDCh1Xz//Oc/YTab8fe//z1ruaWlpXjzzTez7pPVam2zPoQQciyj4AnSbgzDwmjIhdGQi6KC3mnLZTmKQNAJf8AJv78JPr8DgaALgaALwaAHwZAbgaAb4bCvE2pPSDIGoqCHIBogCQaIogFCPBAini4aIcaWiaIh9lpbzrJcZ+8AIYQQQgg5wrAsh5Ki/igp6o8RJ1yBvbXrsatyBfZUr4OiHLsj/PG8DpJkgi4WfCzGRmsTBUMiIFkSDRAEAyTRAFE0QRINNFoEIYQQQlp14403YtKkSXjmmWfw9ddfY+/evZAkCWVlZZgyZQpmzpyJfv367VPZDMNgzpw5OP/88/Hyyy8npmkwm83o1asXzj//fMycORM2my1rMENbzGYzhg0bhuXLl6ct69evH3Jzc9PSx40bl7W81qbsaGnGjBmYPn06FixYgK+//horVqxATU0NHA4HVFWFxWJBaWkp+vXrh2HDhuHkk0/G8ccfD5Y9ODeOLVy4EJWVlfjuu++wcuVKbNiwATt37oTdbofP5wPHcTCZTKioqMDAgQNx2mmn4YILLoDRaGy1XJ1Oh6effhr33HMP3nrrLXz33XdYu3YtGhsb4fP5YLFYUFhYiOHDh2Py5Mm49NJLodPp2lXn8vJyfPjhh9iwYQPmz5+PxYsXY+vWrWhqakI0GkVOTg7KysowevRonHXWWTjttNPaNSIEy7KYPXs2rrjiCrz88sv49ttvUVtbC7PZjB49euCCCy7AzJkzkZOTgzlz5mQso7CwsF37QAghxypG7YRJjx599FFEIhEIgoBZs2Yd6s0fMRRFwcaNGwEA/fv3P2iNj0NNliMIhbwIhr0IhWKPsBfBkAehsA/hkA+hiB/hkBehsA+hsA+RSPvmnCPtowIIxubx0+n1ODIH6mJiQQ1a0IMWCGGEKOpjQQ7pgQ9SLEhCFPQ0CsRBcrT+3iKdj75b5GBQFAWPPvooZFmmdik55I7lPhH9Tk8ViQRQVb0GuypXoKbuV6iq0tlVOiB4XoLRkAuDIRcGvS320EaC0EvmxPR1PC92dlXJEYJ+dxBCOop+b7TPsdwuJeRoNm7cOCxZsiQt/YsvvsCUKVM6oUaEEHJkoJEnyCHHcQIMBm0I1fZSFBnhsF8Lrgj7EArHAitCsdeJ53gQhpZG04gc/liWb572Ija9hZR811ksEEKSjM2jP8SCJigAghBCCCGEHOkEQY8eXUeiR9eRCIa8qNzzM6r2rkZdw2YoitzZ1WsVywqwWopgMRfDai6GyVQAs7EAJlMBdJKZ5lMmhBBCCCHkAJo7dy7GjRuHPn36ZM2jKAruv//+jIETJpMJ48ePP5hVJISQIx4FT5AjAsty0OnM0OnM7V5HVRWEQj4tmCLkQTDkRTDkRjDkQTDoRjDkRSDoQijkRSDoRjRKcw7vD44TEsEPWtCDKTEHcWowhCkWKKGlcZxAJ1UJIYQQQggBoJNM6H3cBPQ+bgLCkQCqazdgb/Va7K1Zh3DE32n1YlkOFnMxbNYy7WEpgdVSCpMxjwKaCSGEEEIIOURee+01zJgxA4MHD8app56KwYMHo7i4GKIowul0Yt26dXjnnXewYcOGjOvfeeed7Z56hBBCjlUUPEGOWgzDdijgIhoNa8EVQQ+CITcCsedQyBsLtmgOwAiFvEfNcLrJWJaDmDL1hT5ltIfmuYZjoz8kgiAM4DkabpcQQgghhJADRRT06FZxIrpVnAhFkeFwVqHevg319m1osG9HMOQ+4NtkGBYmYwFs1lJYLSWwWUphs5bCbCoCx9HpA0IIIYQQQg4Ha9euxdq1azu0zuDBg/GHP/zhINWIEEKOHnT2g5AYnhdh4vNhMua3mVdVVUSjwdjUIbEpRGJTioQjAUQSjyDCkQCi0RBkOYyoHEZUjkCOaq8VJQpVVTociMEwLFiWB8fyYFkeLMuB5yXwnAiOF7VnToTAS+B5CYKgA8/rIMRec5yEvXtqwXES+vYZCJ3OCEHQg2NpFAhCCCGEEEIONyzLIS+3G/Jyu6Ff71Ogqiq8Pjucrr3w+hrg8dnh9TbA47UjFPZCliOQ5QiSpzFkWT4WGK0FSOt0FpiMWv/HZCqAyZAHs6kAHCd03o4SQgghhBBCDrhBgwbhiy++gNFo7OyqEELIYY+CJwjZBwzDQBD0EAR9u4It2qKqChRFiQVSyFBUBQzDQgtjYOIbBcuwYFluv4fGVRQFPvdGAIDVUgyWpaF2CSGEEEIIOVIwDAOzqQBmU0HWPKqqQlUVyHIEDMvSSHGEEEIIIYQc4QwGQ4fyW61W/O53v8N9990HUaT+ACGEtAcFTxByGGAYFhxHAQyEEEIIIYSQA4NhGDAMB5blOrsqhBBCCCGEkAPgs88+w5IlS/DNN99gxYoV2LZtG+rq6uD3+yFJEqxWK8rKynDCCSdg3LhxuOCCCzoccEEIIcc6Cp4ghBBCCCGEEEIIIYQQQggh5DDGcRwmTJiACRMmdHZVCCHkqEW3uhNCCCGEEEIIIYQQQgghhBBCCCHkmEbBE4QQQgghhBBCCCGEEEIIIYQQQgg5plHwBCGEEEIIIYQQQgghhBBCCCGEEEKOaRQ8QQghhBBCCCGEEEIIIYQQQgghhJBjGgVPEEIIIYQQQgghhBBCCCGEEEIIIeSYRsEThBBCCCGEEEIIIYQQQgghhBBCCDmm8Z1dAUJIM0VVEAh54Au54Q26EAh7EQj7EAh7EQz7EIj4EIr4EYmGEZFDiMhhRKJhRJUwVBUAVGj/qmDAgOcECJwEgRMh8CIEToJeNEEvGuFs9ELiDBBqwrAa82A15EEnGMEwTKceA0IIIYQQQkjrFFWB09cAp68BnkAT3AEHPLFHMOJDVIlCliPasxIBAwYCL0HkdbGHBJ1ghEWfC7M+F2Z9Diz6HFgMedCLxs7ePUIIIYQQQgghhJBOQcEThBwCqqoiEPbBG3TAG3TBE9CevUFn0kMLllC1KIgDIhQJZF0WCGjLNjkWJ9IEXoJFnwurIQ85xkLkmouRaypCjrEIJp2VAisIIYQQQgg5xFRVRaOnBjXOXah3VaHOVYUGVxXC0VCHygmEfe3KZ5DMyDOXIM9UjDxzKfLMxSi0lkMvmval+oQQQgghhBBCCCFHDAqeIGQ/qKqKYMQPX9AFX8gFb9AFX9CdEhDhDTrhDbkgy9HOrm6bItEQGj01aPTUpC0TeQl55lIUWEqRby5FvqUU+ZYyGCVLJ9SUEEIIIYSQo5OqqnD46lFl34xK+xZU2jfDH/Icsu37Qx74Qx5U2bekpJv1NhRaK1BgKUehtQJF1gpYDfkUYE0IIYQQQgghhJCjBgVPENKCoioIhn3aScOwNoVG/ASi9toNX9ANX0h7KIrc2VU+JMLREGocO1Hj2JmSbpDMKLCUxR7lKLCWIc9UAp4TOqmmhBBCCCGEHFmicgSV9s3YXrsWO+rXw+1v6uwqpfEEnPAEnNheuy6RJgl6FForEsEUhdYK5JmKwbJcJ9aUEEIIIYQQQgghZN9Q8AQ56qmqiogcgi/kgT8RCOGGP+yNvfcmAiX8Ic8BnzrjaOcPebC7YRN2N2xKpDEMg1xTMQpjwRQFlnLkW0ph1uXQnWmEEEIIIYQA8IXc2FazBtvr1qGyYRMicrizq9RhoUgAVfYtKaNUcByPAnMZCq3liZEqCixlkAR9J9aUEEIIIYQQQgghpG0UPEGOWFE5Al8oNk1G7NmXeG4OkjhSpsw4msTnZW701ODXvT8l0iVBH5vyoywx9UeeuRgG0UxBFYQQQggh5Kjn8NZja+1qbKtZg2rHjqMyaFuWo6h17katc3dKusWQi3xzKQpifYE8SwlyjcUQeLGTakoIIYQQQsiRbfr06Xj99dfT0r/99ltMnDjx0FeonRYtWoRJkyalpU+bNg2vvfZaWnq3bt2we/futPRM/akHHngADz74YFr6vHnzMH369H2qLyHk2ELBE+Swo6oqAmEfvEEH3IEmeAJOeINOeAIOeIMu+EIueINOBMP+zq4q6aBQJIC9Tduxt2l7SrpONCDPXIo8UzHyzCXIMRYi11QEqyGPhvwlhBBCCCFHLEVVUOfcjW21a7G1ZjUaPTWdXaVO4/Y3we1vwo669Yk0hmFg0eciz1yCXHMxco1FyDVpD4NkoQBrQggh5CjXpUsXVFVVpaVXVlaioqIi63rjx4/H4sWL09L/9Kc/4ZFHHsm63r///W9ceeWVaenXXHMNXn311XbW+ti2a9cudO/e/aCUfbhf8CeEEHJsoOAJcsgpqgJf0A2X3554uAMO7WRaoBHuQBONFHGMCYb92Nu4DXsbt6WksywHm7EAOcZC5BgLYDMWaq9NBTDrciiwghBCCCGEHHYichhV9i3YVrsG22rXwhd0dXaVDluqqsLlb4TL35gSVAEAoqBDrrEINmNBUp+gEDZjPgVWEEIIIUeJMWPG4O23305LX7p0KS677LKM60QiEaxcuTLjsqVLl7a6vR9++CFrPY5EdIc9IYQQcuBR8AQ5KBRVgTfghMNXhyZvPRy+eji8dXDGgiUoOIK0h6LIaPLUoslTm7aMZVhYDHmwGvJhM+bDZiiA1ZCXSNOLRjqhSgghhBBCDokmbx121m/AzvoNqLRvpv7OARCOBDNO/wEAPCfAGmv3aw+tH2DR58JiyKVpAQkhhJAjxL4ET6xatQqBQCDjshUrViAajYLnM1/2yBZccaQGTxBCCCHkwKPgCbJfFFWB09eARk8N7J4aNHlq0OitRaOnBlE50tnVI0ex+HfP6WvA7ob05QIvwaLPbQ6o0OfBbMjRTqjq82DUWcAy7KGvOCGEEEIIOeJ5gy5U2begqnELdjdsgtOXoUFKDpqoHEGjpxaNGYKsAS24wqLPhVmfA7M+ByadDRZ9Dsz6XJh0Vph0NuhEI/UHCCGEkE6WLWihtREkso0eAQB+vx+//PILhg8fnrbM4/Fg3bp1aem5ubno06dPO2pLCDkSXHvttTjllFPS0nv37t0JtSGEHIkoeIK0WyDsQ72rCg3uvWhw74XdvRd2TzUFSZDDUiQaQqOnJuu80izDwqS3wazPhUWXk3Ri1QqTPgdmnQ1GyUJTgxBCCCGEHONUVYXTb0dN0w7sadqOKvtmNHnrOrtapBVROYImb12rnxPLcrFACiuMkhXGpNcmnRVGnQUmyQq9ZKYgC0IIIeQgGTx4MEwmE7xeb0r62rVr4fF4YDab09Zpa2qOpUuXZgyeWLZsGWRZTksfPXo0jVjVASUlJVi8eHGrecaNG5cxffbs2Tj++OOzrjdo0KD9qhshANClSxd06dKls6tBCDmCUfAESaOqKtyBJtS7qlDvqkKdqwoN7j1w+5s6u2qEHDCKqsDtb4Lb34S9WfIwDAODZI6dTLUkTqQaRBP0khkG0QyDZIJe1B48JxzSfSCEEEIIIQeeL+RGvWsPap27UePYgeqmnQiEvW2vSI4oiiIn+gOt0foEllhghQUmnS32sMQCLmww62wUZEEIIYTsA47jMHLkSHz11Vcp6bIsY9myZTj11FPT1mlt5In48ttuuy0tnabsODAkScLYsWP3ad1Bgwbt87qEEELIoULBE8c4RVXg8NbHgiQqE8/BsL+zq0ZIp1NVFb6gG76gG3C1nZ/nBOhFIyTBAL1ghCjoIQl6iLwOEq+DyOsg8noIvACBkyBwEkReAs+J4DlBe2YF8JwAgRPBsTxFvhNCCCGEHCSyEoXDWw+7pxoN7r2x4PE98AadnV01chjR+gQu+IKtdwhYhoVRZ4VZrwVXmPW5MOtsMOltsOhyYYqlczSyHSGEEJJizJgxacETgBbs0DJ4YufOnaipSR1ldvTo0SkBFdmCJPY1eGLdunV4//33sXjxYmzbtg2NjY2IRqMoKChAz549MXnyZFx11VXo1q1bq+XEhUIhvP/++/j000+xfv16VFVVwev1QlEUGI1GlJSUoFu3bhg8eDCGDx+O8ePHo7CwMLH+a6+9hmuuuabVbVxzzTUZ88ybNw/Tp09vVz07k9vtxn/+8x8sWrQIq1atgt1uh9vths1mQ0lJCcaNG4dzzz0XU6ZMabOs6dOn4/XXX09L//bbbzFx4kTs3r0br7zyCj755BNUVVWhsbERXbt2xa5du1Ly19fX4+2338bXX3+NTZs2oa6uDj6fDxzHwWw2o6ysDD179sSQIUMwcuRIjBkzBgaDoc36eTwezJ8/H4sXL8bKlSvR0NAAh8MBjuOQn5+P3r17Y8SIETjttNMwbtw4cFzH2pJ+vx+vvvoq5s+fj82bN8PpdCI/Px+jRo3CzJkz23UMky1cuBCffvopli5dir1796KpqQmCIKCgoABDhgzBlClTcNVVV2UcNeZQeeCBB/Dggw+mpWf6/u/atQvdu3dPyzthwgQsWrQIALB48WLMmzcP33//PaqrqyEIAnr06IGpU6fi9ttvR05OTrvq1dTUhDlz5mDBggXYsWMHIpEISktLMXHiRFx33XU46aSTAADdunXD7t2709ZXVbVd2yGE7D8KnjiGRKJh2D3ViREl6t170ODag4gc7uyqEXJUiMoReAJOeALOA1Ymx/HgWRE8x4NnBXCckAiw4BOvRQicmAjCEDgRIi9B4HQQeBEir4PAiZB4PURBl3gWeR3dHUcIIYSQo14g7IPDVw+Htw4OX31iajeHtx6KqnR29chRQlEVeAIOeAKOrHnio1hYElMG2mDWaVMHxt+bdDYIvHgIa04IIYR0rmzBC5mCHVqOOiEIAm6//faU9OrqauzatSslmCE+kkVLgiDgxBNPzLj93bt346abbsKnn36acfmePXuwZ88eLFq0CA899BBuuOEGPPnkk9DpdBnzA8D333+Pq666ClVVVRmXu1wuuFwubNq0CZ9//nki/euvv8bJJ5+ctdyjhSzL+Mtf/oK//e1vcLvdacvtdjvsdjvWrVuHF154ASNGjMDcuXP3ebqPN954AzfffHPatDEtzZkzB3fffTd8Pl/asmg0ilAoBLvdjjVr1uD9998HoH23PB4PJEnKWGYkEsHDDz+M5557LuO+RiKRxHfsm2++weOPP47XXnsN06ZNa/f+LVmyBFdffTV27tyZkl5dXY33338f77//Pm688UbMmTOnzRv4vv32W9x6661Yv3592rJQKASv14udO3diwYIFuO+++/Dwww/jxhtvbHddD0cejwczZ87E22+/nZIeCASwevVqrF69Gv/4xz/wxRdfYMiQIa2W9fnnn+Pqq69GQ0NDSvrWrVuxdetWzJ07F7fccguefvrpA74fhJCOo+CJo5CsyHDGTgrG76JqcO+F09dA0WmEHGFkOQpZjiIUOTjli7wEnWiETjBAEgzQCQboRCP0gjGRrheN0Ikm6EVjbIoSIziW/nwQQggh5PCgqAp8QRecvgY4/Xa4/Ha4fHY4/XY4vPU05QY5bCSPYlHj2JU1nyTotSlB4tMH6qyJKQO1Z+2hE4wQeR2NVkcIIeSINnLkSHAcB1mWU9KXLVsGWZZT7rRvGVBxwgknYPLkyWAYJuW899KlS1OCJ9auXZvxAvkJJ5wAvV6flv7tt9/iwgsvhMORPSgyWSQSwd///ncsX74cn3/+OXJzc9PybNq0CaeddhqCwWC7ykwWDh/9Nz+63W5MnToV33//fbvXWbFiBUaPHo358+fjjDPO6ND25s+fj5deeqnN6yWvvfYabrnllg6VDWjfiWxl19fX48wzz8TPP//coTI7cm1n4cKFePbZZxEIBFrN9+KLL6JXr164/fbbs+Z5+umncdddd6X9jGbT2NiIm266CatWrcI//vGPI7Kt6nQ6MXnyZPz000+t5qurq8PZZ5+NDRs2wGKxZMyzcOFCnHvuua3+HKuqiueffx5Op5Ou4RFyGKCrX0coRVXgDTrh9Nnh9NXD6WuAw1cPu6cGzg7cQRX/RcwwDOSo9seP4zmoqgolqoDlWDAsk8irqmosrwKGAaCi+Y9f7InlWKiKCoZloCqq9prTXrOcdpe7qqT+AWBYBko0VufYehzPIhKMghe5RH5V1cqNl6NEFbA8m3iO55OjCjiebS5bjpWtavWUwzK4WLmcwCXqK4fllHJYnkU0FE1sk2EZRPwR8DoeckQGw8Xqosa2o6hQo0rimDEsk9i3+DGI500+BoqsgBVYMAyjHV9Z0Q6n2lxtJSyD1/FgWAbRUBSqooKXtHoosqK9juVRZe24x/dFkRWAARiOhSqrYFkGYX8YYABJlMBy2jGM1zV+bOKfCcuzAANEowoQUSAYhMR3J76eKqspeeMVV1U15XgqEe2zih+jxHcx/hnH6h3/jOLbUBUVrMCmfnfU5mMc/wyjERls7POK70N8f+LbbPl9SV6W+LySPrt4XoZlUn5mWlJVFUpESdQbABRFBRMrNy1/7LNhOCbx2accj6TjmGl9ACnf7eQ8iZ9bJfW7kLwMAMLREMLRENxoSvkckiXnjx8HgRVh0JmhF02QBCOMkikWbGGEvbEJEq+HoYGBQdKCLUROD0nUZx3pQlEUsGz6smzp+2Nfymztcz+U9ThaHIzjSQgh5OiR/DdSlmWE5SC8QSc8AUfi2eFtgDvggDfYBE/AAUVVUtpwQGobT1VUqADYpHajElW0djjPam3HLH+fFFlrizIMk7GNqES1tjwAqLKaUofkNm3LdlY0GE1p7ya33VVW254gCpDDMpSoAl7PI+wNQ9ALWj7E2oFR7ZgxLANBJwAAgs4gJIuU2Od4PaKhKML+CESDADBafQW9kNJmZ1gGULX68Tpea98DCLlDEE1i8/GM9c0i/ghEkwg5pPVF4n2qlp9BOBzW6sgLGY8HADBc7LiFmsuI9+0S7VlGO17xvlK8rR+vb/Jnnig3qT0rR2L9XqG5zxPvU8Y/u+R2f+J7kNSPSc6b3OeIf1fiZauKCsSaeyzLJo5NprZ6nKqoCEUCCEUCaPLUph2jtHVUwKAzQ+T0MOi0KQQlXg+Bk7R2uKCHyEuJqQQFXgcoDEwGizaFICtCEvTgWB6qqqa1T+M/j4qiJPYj+fXh4EC3q1srL9Oyw6XPcqC1VYeDVcfDYd87gvo2hOw/s9mMQYMGYfXq1SnpXq8Xa9aswQknnJBIaznyxOjRo5GTk4P+/ftjw4YNKfmuvPLKxPuOTNmxYcMGnHfeeRlHA2jLTz/9hEsvvRSff/552vQKDz/88D4FThwLZFnGJZdc0qHAiTiv14tLLrkEy5Ytw4ABA9q93osvvthmHlVVcd9993W4Tq3x+/0466yzOhw40VGPPfZYu/M+8MADmDlzJoxGY9qyN998E3feeec+1WHu3LmoqKjAn//8531avzOtWbOm3Xn37NmD2bNn4957701bZrfb8Zvf/KbdAVD/+te/2r1dQsjB0+nBE/FON2kWlSPwhzzwBl2o9WxHIOJF469btROFQQe8ASfcgSbISnS/trN55V589dYayLIKVVEQj7fgBAZypPlEkc4oYNDYrvj5q+1Q5Laj3gQdh2hYO8EVDadGI+aVmlHc1YYNP6YOTcYJLORI+78LeWVmyGEFzobmobJEPY9wIMMxiQV5HGwGiwS/O7RfZTAsYMrRw9PYekTo0eCEU3pg/AUDsHtjPT6Z+zPCwczfZ0HHIRJsPapV1PFp6wsSh0hIW49hAVUFuvTJh9cVRFNN++4+1BkFBH3NQz6YbDqEAhGoioqJlwzCwDFdAADbVtfg83mrEI19hxmWwXk3j8Da73dj+xrthGe/k8px2rTjE2V9Nu9nbP6pOvGeYRmcfNkg9DqhBB+8sAI1OxxgGK3eANBjUBHOmnFiIigIAL544xf8umxPxrrnFJvQbUAhfvl6R9qyoq42nHfzCOhNqcPGLft0C5Z9vDkt/+DxXTF0Ug98+MIKOO0+sCwDMMDEiwYi4Atj+adbIOkFnHX9MJT1zkMwoHUE19q/gtsewAcvLIejzoteJ5TivJljoJdM0InaSd2qrQ2Y++R78HuDOP/y03HldRdB4CWsWrYef31wNsKhEG6942ZcefXlEDgRAiclpifZlylHnnrqKcyZMwc5OTl4+eWXMXz48DbX+e9//4t77rkHgNbxuOCCCzq83WTRaBQ333wzPvvsM/Tq1QtvvPEGysrK9qvMI8mnn36KO++8E9FoFA899BAuv/zydq2X3F6gtgM5UOi7RA4Xx9p3MSpHEYr6EZYDqGzYglDUD3/YgyaXHY/Nmo1Na7ehsCwPHpcPQX8II87ojZFn9gYAuBv9+OCFFWis8QAArAUGdOlbgHWLm+eEHXZKDzTWeLFrYz0Ky60o6GLBhqVa/yO5jZiM5QGGYcGyDCZfMQR9h5dBkRX86y/fwVGbue2Y3FZriRfYRNtQkDj0GFyU0vYj+yApsLjVbFwsUCGpf9lvRDmmXD0Ur8z6srnP1ko/MbfEBJfdnwgGb08/uCP9zpIeOXA3+uFzaXVhOQbDT++Ftd/tQigQwaiz+2D4ab1S1qnb7cSCF5Yj4NFOvOqMAroPLMSmn6rBcQyiEQX5ZRacPeNEfDt/HXb/2oCiLjace9MIGMxau79qsx3/+/uyxP5Y8vRwNwVQUG5FJBSFq8GPfsO74JKbTkE4oOCNv36CPTvrYbIY4HX7AQCiKCAcjoBlGdx85wxceMm52jSBsQANbQpB7ZllOzYnd1sytQf/8pe/YO7cucjLy8PcuXMxdOjQfS6/srIS06ZNw44dO3D22Wdj9uzZiQtf3333HW655Rb4/X7cdddduOGGGxAIBDBz5kx89913GDRoEF5//XXk5+fv1z5+8cUXuOOOOxAKhXD//ffjN7/5zX6Vt6/++c9/4rHHHoNOp8Pzzz+PSZMmpSx//PHH8fLLLyM3Nxdz587F8ccfn6Wk9lu/fj2uu+461NXVYdq0aRnnKj/cvP/++7jnnnvAMAwef/xxnH/++Z1dJdIC9SM7RlGUlACE9iooKEBhYeF+bXvMmDFpwROAFvQQD55wu91Yt25d2nrx5+S6twyWyBY8MXr06LS0GTNmZAyc6Nq1K2bOnIkBAwZAEASsX78ezz//PPbsST0399VXX2Hu3Lm44YYbUtK/+eabtDLLyspwyy23YMCAATCbzfB6vdizZw82btyIJUuWYM2aNWnf3TPPPBOLFy8GALz66quYN29eWrmzZs3KOBJD7969MxyFzjd37lx88cUXaemSJOHKK6/E5MmTUVhYiL179+Ktt97Cl19+mZLP6/Xi+uuvx48//tjhbffv3x833HAD+vXrB6/Xiw0bNiTK2bJlS9rnCwAjRozAtddei65du0KSJLhcLuzYsQPr1q3Dd999lzZNRrLHH38cK1euzLgsJycH1157bSIoyOl04pdffsF///vfffrZBIDLL78cl1xyCXQ6HV5//fW0KSgA7Wfro48+wmWXXZaSbrfbcdNNN2Us96STTsK0adPQo0cP+Hw+LF26FC+99BL8fn9KvgcffBAXX3wx+vXrt0/172zl5eX4/e9/j4EDB2Lnzp2YNWtW2tQbgBZkkil44uGHH0Z9fX3Gss8880xMmzYNubm5WLNmDZ588knU1dUd8H0ghHQco3bCGDCPPvooIpEIOI7Deeedd6g3f1AFoz4EIm7IShSKKkNWZShKFFElAlmNIKrEH2FE5RDCcghRJYSwHEREDiIkBxCVD/4wXIqiYt6sbxMn9AjpDNMenoD3/7YMXuf+BZ10BpZlMP2RiRAkDvPuXZQWuJPpxPx5tw5HUVcranc58cHzGRrJDDB4QhesXVSZcZvjL+6HfiO1i+w+dwhvPrh4n+s/eGJXjJrafELWWe/DO09k72AUdbeibqcrtbotLhjYCg249O7UTufXb67Htl+a75g75TeDcNzQosT7d5/8EU21zUFQl9w1CjlFRrxx//cIeMOJ7fzmgfHQm1LnfmYZFizLg2O0B8tyWhrDg2W42IPVLoSARUO1C3MeaO4gFJfn47aHp4EBA4ZhY88MGMRGgQEDRVZx98zHEY3docjzHJ76533geT6xnlZHbb3m10nLwGoj9cTK/fH7n/DK828k6jFu0ijMvOWaLOsySWUzYBgtDYiPVMLEriOkvwfT/A5oXi++uN3UtBdQM1wZSEnLsA6gXXy48tLpiSEDOY7Dv/79KvQGfVrdmBaVTNSfaZmWfJcXk3xEYnmTjkmL9KTNofkYkmPNggULIMsyBEHArFmzOrs65BhyOPSJVFWBoira73BVhfafol0sVmVtNALE8sT7NqoMVVUgq1Eoihzr40ShqLE+T7yvk+jzhBFRwojIIUTkICJKEJEs/Z3V3+zC8k+2ZVx26d2jYCs04tv/bMCWlTUH87CA41lc++hEbPm5Bt+98+tB3RY5dIZO7orVX+9uO+Nh4oo/jYE5t3kY8f/N/gn1u12trKEp6mpFXVK+wRO6YNQ52oWSNx9anAjYaM0pvxmE2p1OrF+SeT72BAaY/tAESAYh42KO5cAxAjhWAM9qz1xS+51jBbAMB45Nbr/H2/Rcoh0PhtHa9UntbYDB7u1VePRPzyW216NXV9zzyP8BSB7WWk1txcbStVQ1Je+rf/8PVv6wNpH72t9dhmEjtTnU7731STganYntP/zcH7Bm5Ua8+8bHifwnnzEGF/3m7KR2eXJbNd7Ob35O5ImngcHN0/8An0+76MCyLObMexImkznpkKe38xMfBpDWnk0+Dinp0EbFTG3Xa68dDif+b8YfE+vacqx47pXHE7l276zCn//waOJ99+O64oEn/ohMUuvLZEhDou/z0J+ewKaNzcH8Dz52L/r265PYr7b7Pamt/mz9irT67aNIJILLLr4K0ah2LkAURbz97pvgOD6tv5XeR4m/Y1KWN/dfqO9CDq14nygcDuPRRx9te4UW7r//fjzwwAP7VYf//Oc/uOKKK9LSL7300sTF3oULF+K0005LWV5TU4Pi4mK88cYbmDZtWiKdZVk4HI7EMPpdunRBVVX637X4+nGZtgEAo0aNwsKFC2EymVLSm5qaMGLECGzfvj0lvUuXLti5c2fKSDqiKCISSZ2X9/vvv8e4cePSthdnt9vx3nvvYcyYMRg0aFDa8gceeCBjsNm8efMwffr0rOUebNl+R3377beYOHFiSpqiKOjatWtakIJer8fChQsxduzYtHJuv/12PPvss2npX331FSZPnpySNn36dLz++usZ63P++efjnXfegSBkbsv88MMPaaOTGAwGNDY2QqfTZVwH0IIu3n77bdxzzz0pZbtcLpSVlcHn86WtM2LECHz88ccoKCjIWOZnn30GvV6fdvxa27/HH38cd999d0raFVdcgf/85z9peW+//XY8/fTTKWmzZs3KOILF7373O8yePTstfcWKFRg/fjxCodT25lVXXZU2osKiRYvSgjMBYNq0aXjttdfS0rt164bdu9Pb8pkub3bk52LXrl3o3r17Wl5AC5havnw5ioqaz2Vv2LABQ4YMSZvChGEYOBwOWK3WRJrf70dJSUnGYKzf/va3aaOfVFZWYvjw4VmDLWg6D0IOnU4feeJoIysRhKKB2MnEaOwEY/KJxOYTihE5hIiiBVBEYsETUSXS9kYOBFWFkmGYVEIOJW1Y4iPze6iozSfeMu1DpmGI41NsZN1nFc3T12Tapty8LFP5HZFcVqt1amV5y/Zapjwto+PlNrYbr1dyPlVFxt9XiqpAkcOIIgyO5cAqLU+6pgZQBCOpHZNoVLvrtTlwIj2AIj4tTvL+hCJ+yIyQdtIz3jFMDr5IORkaKzcYSh1ZJhQOxeoBIMu6AGIjbaRuCynbjQdVAMkn3JpPpCa9Tjua2amZXqmZczSnZDlJq6opnQtFURCIeMHKKlqcCkxaK1v94ycYE3venL+VE6gZA0panFhtGYwR/35wLDWbCCFHF1mJIqKEoKqKdhkxFkjRHFShNL+OBUxo7+VEP0dWopDVKGQlAlmJIqpGEJXjwRMhRJUIIkkB462NnteyfZK6TG0zz4GiTUnRdvuIHFmi4SPrxoFs7eS2tGxvy9Hktmz7vtOyrLRve1na6YlyFBkyZHBqBLIqglMiWgAFw2tBFEpEC5xItOPZWEA0BxbxAIrmtlhqcDKDYCT1zsZIJIJQ1B+rWot6JQLE1KT3sZ2I5W95QSsY9iMk+2PHJJpUlIpgxIdQJHXo9XAkjLAcQKJVmdROTw2OzhQorbVBoy3bymE/hCib0j5tWX48tTWpzffkfY8HkDTnCkb8KSfno9EownIglqYiGE4djScSCSeOe3w/UiUHPiTtA5PaVo9GUwPrAiEfwrI/KUdr/aDk8hO5U+pwoIUjYchK8+clyzKCER94CMj4ySQHgCQv34++S2rAeHogBs+m3oBAyOEs0/QZQOqIES2n7OjRo0ci8KHlBXZFUbBs2TJMmTIFVVVVGQMnktePW7BgQcZ6PPXUU2mBEwCQm5uL6dOnp03tUFlZidWrV6dMOZKTk5N2UXTjxo2tBk/k5+fjt7/9bdblR4OVK1dmHN3hqquuyhg4AQB33nlnxuCJDz74IC14IpucnBy8+uqrWQMn4nlaCofD2LZtGwYOHJh1vd69e2ecqmLhwoUZAyeMRiMWLFiQNXACQMaRRFrTr18//OEPf0hLzxY8kSkwIdPPg9VqxRNPPJFxmyNGjMDYsWPx9ddfp6R//PHHkGU5bSqbw91jjz2WEjgBAAMGDMDQoUPTpl1RVRWVlZUpQU4//vhjxsAJi8WCJ598Mi29S5cuuPfee3HrrbceoD0ghOyrTr0KwLIs+vfv35lVOOzEp+zwhz3wBd3YvH0jglEvTDZdYn5fT9CBUGT/p3WYcNFALHp3ffpFWAYpPWtOYNB3eDk2/NDGXScxLKfdrR2f/zWZyaZDfpkFuzakNhQz5W2N0SZBkdXEkKWAdoeY3MqF54Mt2xDAHSUZBIT8hyiIphP1HVGG3AIrJl4yCJ+/tirryWmGA9Q2Dmumzz7TegUVFvjdoXbdbQWkDrcMaFPDRIJRqADGntcP1hztDqBJlw7EV2+uSbmgfMpVQ7Dmu12o2eEAAHTtX4ju/UvAMAx6DNChok8eqjY3pmxvzLl90X9kBfZudcBRl9qQLumegyHjekCQtF/ber0eXfsXYPfG9GHCAG0amYreedi8Mn14aGu+ASed1gd6ffOdbGU99BgyoRvWfLcrLf9xQ0sw4rSeWDBneWI0CAAYNbUPAp4wVi/aCV5gMeHigdDpdYlpO3R6HUZP7Ye6XS74XCFU9MnHgJO6wqA3QhL0kAQDLrjGiDef+xThUASTzhqF80+7HCKvg+GO4/D8E3MRjcqYPuNKzDz/Ogix6Tq0ZzF295p24rW9d92Edlvx5ptvwmAw4Om/zs4Y4dxS9P6cRLTy/fffjytOu7Zd28rm5GHnYevaKixbtgzFxcV44pG/oWfPnvtV5pHkkUcewaxZsyDLMv74xz9iyoRz2rWeoijYtGkTAKBv375H1DzI5PBFQ/eSw8Gx1ieKyhEEwj5s2LQO4agfRaX5CEb9CIS9GFxei+pNc7B3Vx0sOQb4vSFEIzKGTOiGsh7aicTRZ/dDzQ5noj2nNwkoPS4X29c0D2/a96RyOOq8qNvlhCXPgLxSE3au0/of8b5KmqSbgSdcPAAmsxFDxvbAzwt37tPUfAyLxLSILMegrGduWtuPHEQt+rRd+xdg0iWDsXlFdbv6bEarpH3HWpRzoOQUmeB1BlLqMmhsV2xcXgU5ouCEyT1Q3CUvZZ0JFw7EBy8sT/RPOIFFec887P61IdGfNufocOpVQ/H1v9eivtIFa4EBJ53R3O6ffPlgfPyP5hHw4tMUWvL0iIRkBLxhdOlbgBPH9UfoeAU12xbC0eCBKAkIh7Q+KssyiYCJy685H5efclnSlB2xZ16EyEkQeG3KvX2Zbi+Tlu1BZhyDyvUOvPfeezCZTHjy8aezXnxrj4HF43HllVeivr4e48aNw0N/eBqSpE15onu0DLfffjtCoRBuuukm3HDJH+E+3Y1dGy7H2rVr0aVLFzz58GyUl5fv1z56/8Li7rvvhizLuPPOO3Hx6dP3q7x9tedXB2bPng1RFPHoXx7D6aPPb144Bti+tg7vvPMOjEYjnnjsKYwfM36/t2n6SxGuu+46uN1unHPOObjp2tsP+9EV/nzfn/Hwww8D0O5yHXfSKZ1cI9IS9SPb58MPP0y7i/pQ69KlC8rLy9Muou/ZsweVlZXo0qVL2tQbyVNuxAMhamubRz9dunQppkyZknXKjkx/M+LTYbQnb1u+//77lOCJMWPG4H//+19Knt/+9rd4/vnnMWzYMPTu3Ru9e/dG37590bdv31Yv6h9Nsh3zV155Ba+88kqHyvr+++/bnfeSSy6BzWZrNU+fPn2Qn58Pu92eSItGoxg6dChGjRqFgQMHolevXujTpw/69euHHj16tFpetn29+OKLUVJS0u66t8fFF1+c8XdeRUVFxvwulyvlfWNjI379NX0UPpfLBYPB0KG6OJ1OrFu3br+mVzvURFHMOh1XRUVFWvAEkH4Mf/rpp4zrT5kyJWMwFgBcdNFFFDxByGGg02+hpEZrKpGVIAoSbMjX7nBu0qLx+vfvn3KsQpEAnL4GOH0NcPjq4fTb0eStQ5OnBoFwevRiJkMmdEPfEdoUACzHwFHnhaoCBWUWBPxhuO0BWHL1kPQCeJHD+AsHIBSIguMYOOp9UBkVPKcNoakoKnQ6HgzHwlZgRNAXhqjjEfJH4HOHIBl4qApgzTOAYRn4PSHIsoJIIALJIEJvEtFY44WiqpAkFqGQDJNVh7rdTuQUmRDyRRCNymAYQNQJKCjXhj9qrPFAlDhEIzKsBUb4PWHIURluux8Gmw6SjoekF+Cy+xAJy5B0AiKhKJwNXpjyDGBUFjmFRm1IYlWBy+6HOUcPZ4MPOqMIk0WHPdvsMFgk5BSaEQmFUbWlCRV98uFq8IFhWNgKDeB4DnqTCHeTH/VVbphtOnACC71JBMOwCAcjkHQ8QsEooALRqIxIMIpQOAKzVQ+PIwiTVQdLngGSXoC92o1oJAqe5xCNqggHwvA0+lFyXC5sBSbs2lgHd1MApT1y4GkKwePyI7/YBHdTEIUVFsgKg3AgDJ1RQDSiwlnvAS/yyC0ywecMQjDwqPy1DooKHDe4FNYcPTyuIASRh8cRQE6BAZGIAleDD6oC5JaYwTCAs9ELt92PLn0LIUo8FEVFU60XsqKAURXIMmDJ1cFo0SMcjILjWQR8YfjdQfAiB0nHw9MURG6pGWabdgKv97BSdB9YiFAgAoBBKBCBwSKhqdaD/FILRIlHY60HPk8IZpsE7cYOFdGoAkHgoDOI0JlEhPwRKLIKj8MPvVmCLd8Ie7ULAU8YZb3yEfCGYTCJYFgGTbUe6IwiFFlBNKJAVVSwPAOWZSHoOHgdAUgGESarDm67H7yk3eUkGQTIEW0oa0nf3IEZMKoLeh1fiqBfC8zIL7NAEHn0HV4Od5MfLMvCZGseyo1hGFz4f6PhdQbgavTBaNZBZ5Kgiw13+5v7JiHgDYPjtBNFiqLGvkupJ47Ov2Uk3E0+eF0hMABMNj3Y2Do6owiOYzHxkkFwOwIwWUVA1UYy0JtEsGz6SahJlw7CyLP6IOAJgZe03z0cz8Jo0ep+/aOnIhSIgBc4KIoKs9kIvWTC2ZefDIvJAqspB5JggLPRDZHTo2f33tCPNOGWCyWEAjJKi8ugEwypcx9PAmbNDCAQCCA3NzeRPLrPWbhx2p2IRCJtdmQ64oknnsDdd98NvV6fEjzSmuuvvx6XXnopAMBsNreRu21GoxHvvfceGhsbYbVaj5nOcNyVV16Jc889F7Ispwxl1xEsy1L7gRByVDmWfqeJrASeE2CR8gApD33Kkvo5fYBzFl+DpqYm5OTkIBwOw+11QdAz8AQciWDy8cNPR529Gi5fE2TODxkR+FxBBAMRGEwi9CYJqqrC7wlDbxTAciwCsUAMg1mHcFC7COz3BtFU64Mt34CcInMiGDfezuNFDjMeOxX2ajeCvggkPQ9RL0BvEOF1h2DN0yPgDsHV5IetyAxB0LYTCcnILTEjHIiiqdaDsp7aRXC/J5RofzbVuhHyR1FYbkEgJMPd4ENOkRFBbxheZwDRqIqcYhPyik1orHYh4I0it9SA3RsaUdLNhqiswO8KgmFZyFEZjTVeWPMMOG5oMeSIglXf7EBxDxvyii2QwwpC/gis+Xrs3W5H5RY7irvmQm+SEA1HkFNohs4owO+NQBBZ8AIPhmOwZ7MduWVGFJfloq7KCYfdh259C8Hysf30RwEBqNnWhNIeOQgHZeQUm+D3hGCy6REORMCAgajnEQ7JqN3lAC+wKDsuD4qswOcOgeUAjuchR2XIUQXWAhMC7hCa6jywFRihKiqa6n2w5BlQVGFFNCIjHIjA2eBDOCSD5Rl07VuIgDeMXRvrUFhuRW6RGYqiIhyKAqoKlmNhMGsXwG9+5kxUbW2AKqvo0rcQ9r1akG9emQWOOg8UWUVOoRHmXAPCQW2kAYZh4PeH4LUHYCkwQK8X4XEGIOp4cDwLjyMAVVFRUG6Fs96HgD+MgnIrgj6tbwow4HhtGjePIwBrvgkGswg5qiDoCyMSlmEwS5D0AsZf1B9yRIHOmH63eEWffPz2qdMR9IYQDESRU2QCx7Hwe0IQdTwYWYDNlgODzohhx49A1K8iNzcXeskIgZcg8XqcOkSHG64AaqrqUVZWjoL8QvjcfhQWFINleAR8IRQWFCb6HXdeEoXD4UB+fj5qamrAMAzy8vJQW1sLq9W6z225AyHeHnzuuedw//33w2AwtDp8dnv0798fK1asgMvlQl5eXkr/69xzz8Wpp56KUCiUuAvVZrPhk08+QWNjI3JycsDz+3+K7bLLLsPUqVMRjUY79fjefffduOGGGyCKYsYLJE8//TTuvffeDvWr2jJ69GisXr0aXq8XeXl5ba9wGJg5cyYuv/xyAAemr0gOLupHtk2v12P9+vUdXq+1u+U7YsyYMXjnnXfS0pcsWYLLLrsMy5cvT8vf8v3777+feB8fqSJb8ERy8EVcTc2Bmx6uujr1hqY//vGP+OijjxLT/cRt2LABGzZsSEkzGAwYM2YMLr/8clxxxRWJYL6j0cE85q0ZOXJkm3lYlsWsWbNwxx13pKTLsowlS5ZgyZIlKekFBQWYPHkypk+fnnH6l2z72p66dFSmaV4AZA18aPm9PJCfC6B9NkdS8ESvXr2yti3bewzr6uoy5uvbt2/W7ZaUlMBqtaYFYhBCDq1OD54g+0YS9CiydUGRrUvaMn/Ig0ZPDRq9tbC7q2F370W9ey9CLYa0BJByAbiwwpZ4bTTrYDTr0vLG8xutrZ+UiJ+c4q1cxrzx5bA1d7ILyi1p+XoMKk5LS5ZXkto5NcW2Zc0zpqTnl6aedCjqmj7kFgAYLVp9zDnNfwB7HV/WnMEswZpvzriNeFqmdKNF219D+i5mrF9+aZaMMT0GNUeiFmYOFk1R0q15f/NKtLJthdq+xk90SAbtBJ01r3nfbfmp+2LO0QMtbpAvOy4XmcS/KwazhLzi5s8ptzh93wSJT4yoEA8yKDuu+WRJfqkF+dl2Lib+nUoOUkg+rvHPQKtD6yc1dPrmk5XWgtRjwHGZO9qijoeo42HJTc1vyc0eiWuy6WGypZ9oYlkmpb6tseQa07aZTG/SgpNaw3MCdII2GoQuzwidYIBeNEInGqETjDDEnnWiEXrRBH3smefSL/orioKNGzcCAPqV92/XiYlsJ9yMxuz7tT+SgzTa60CfCGMYBvn5bX2rj17ZoqsJIYQQlmUTfyOT2wi5pqKM+bXh8/1w+xvh8tvh9Nnh9Nvh8jfAabLD5bdDVVXoTc1tq/hrvUlCXnFze5EX0oeRZRgGBWXpFzClWNCrOc8Ac1L7Obl/pTeJicAJIKkPBMDWoo2JHtnbJ2Zbc/lF5e27oDj5siEZ0/NKrRg87rh2lVGYtN9d+xWia9IyS05z2628R2qbxpYf+zvfosuV16INbsnQbwIAo1lCfllznyG578bHgqdbrmuy6jBwVNeUNFGX+XRHRa/mCzz5ZVbklzWXkSz5sxR1PGxJbe7k/kTydys3qX8qSunbT+5n8gKX1hcQRB5CrOmuF40w6qwwSlYYdRYYJDOMogV6yQiDaIFBMkEnmqATDJAEfcdGd+iV9DrpK2Vp8ZHwPJ+4IFZaWppI79Il/TxEZ9qX9n02giBkbacbDIa0k+Usyx6wi4ZxB6sf1FFtBbEfyOMeJ0nSEXeBkIImyNGEZVkMGDCg07afLXhi6dKl6N+/PzweT1r+ZGPHjk0Jnli2bBlkWe7QyBMH8oJlU1NTyvsRI0bgv//9L66//vq06Tta8vv9+PLLL/Hll1/isccewyeffIJevXq1us6R6mAe89a0nLIlm9tvvx1erxePPPIIwuFwq3kbGhrw9ttv4+2338YZZ5yB999/P+Wcp9PpzLjewQiYzDTlCIB2B3se6Iv3HflsDgfZjh/Q/mPo9XozprfVdjCbzRQ8QUgno+CJo5BBMsMgmVGR3zuRpqoqvEEnGtx7UeeqQr2rCg2uKjh8mYf8J4QcXhiGAc8K4LnYgxXAcyI4ltemseDFxHQWQuwRHzpXG0ZXG0JXEvQQeV3itcTrMwZBEEIIIYQcCRiGiQV2GjMGlsuKDJffDoe3Dk2+eu3ZUwu7p7rdI/YRciCxLAezzgazPgemtGcrTDobjJKF2uiEEEKOOdmmxli6dGlaUIfVak1La7m+1+vF0qVLsXbt2rQyM60PaIFjyVM07I+Wd6EDwNSpU7Fz50689957+OSTT/DDDz+kTVXS0tatW3HhhRdi9erVR+XoKQdyxNmOTD/TkRGr7rvvPsyYMQNvvvkmvvzyS6xcubLNYIDPPvsMv//97zFnzpxEWrZ9PRgXyjkuPTAcQLunxDqQnwuQ+efhcJbt+AHtP4bZgiT8/vSbnJNlC7oghBw6FDxxjGAYBmZ9Dsz6HPQoGphID0UCqHfvQb2zMhFUYfdUQ1UPwsSuhBwDWJZLjNwQD04QeR3ERNCCBJHTaUEOfDzAQUwKiNCCIloGSqRMdUEIIYQQQtqFYznkmoqQaypC8ngLqqrCH/ag0RMbrc+zF/WuKtS790CWj6wTe+TwwXE8TDobLDqt723S22DW5cKst2nphlzoRVPHRokghBBCjhFDhgyByWRKu3C4bt06fPbZZylpI0eOTAskOP7442E0GuHzNQfIPv300xkvqGdaH9BGI8gUPLFw4cIOT1NUVJR55DSDwYCrr74aV199NQDtQun27duxc+dO/PLLL3j99dexe/fulHXWrVuHJUuWYPz48R2qw5Eg2wgQt99+Oy644IJDXJvsiouL8fvf/x6///3vAWijTOzYsQPbt2/Hjz/+iHnz5qV89wBg3rx5ePrppxOjKpWUlKSVCwDLly/HDTfccHB3oIOyfS59+/bFK6+80uHyevfu3Xamo0y23wFbtmzJuk5dXV3WEUoIIYcOBU8c4yRBj4q8XqjIax72KypH0ODei3pXJepde1Dv3oMG1x5E5NaHpSLkaMQyLIw6S2K4XKNkgUGywCCaoJfMMIjm2JC52tQWAie2O/qUEEIIIYR0DoZhYJS0tl2XpBH7FEVGk7cO9a4q1Dp3o9qxE3WuSihK++9iI0cfluVglCyxkSGsMOps2rOkvY+PHqETDNQXIIQQQvYRx3E46aST8PXXX6ekK4qCTz75JCUt0ygVPM9jxIgR+PbbbxNpH374YcZtZRvlYuzYsVi/fn1autvtxqmnntrmPsRFo9F2D+1vMpkwZMgQDBkyBOeddx6mTZuG445Ln2Zt9erVacET2e6O78gIDJ1t7NixGdO3bt2adVkmqqpCUZQDVa02FRQUoKCgACeddBKuuOIKHH/88bjuuutS8gQCAWzevBmDBw8GAIwbNw7PP/98Wlnz58/Ho48+2u6pRA6FvLw89O3bF5s2bUpJ3759O4477risgSCZdOTn4WgyYsSIjOlfffUVwuEwRDF9qu333nvvYFeLENIOx95vLNImnhNQktMNJTndEmmKqsDpq0edqwp2dzUa3HvR4N4Dt//ImquKkGQCJyZGZDHrtTvCzDrtrjBT7O4wujOMEEIIIeTYwbIc8i2lyLeUon/FSQC04PJ6VxWqHTuxt2kbquxbaMqPo0R8pAiTzgaTZIExHhwhWVNe60QD9QkIIYSQQ2DMmDFpwRMA0kZJzhb8MGbMmJTgiWyjK2db/9xzz8VLL72Uln7bbbdh8ODB6NWrV4a1mre1fPly/POf/0R1dXVawMfjjz+O3r1746yzzkqMRJBJtiH7Mw31bzKZMubdvn171vIPN8OHD0dpaSmqq6tT0j/++GO89NJL+O1vf9vq+nv37sXbb7+Nl156CV9++SW6det2QOt300034aqrrsKoUaNaDZJtz+c2ZcqUtNFRAMDn8+H888/HRx99hPz8/IzlfP3112BZFpMmTdqHvdg35557blrwRCQSwdVXX43//e9/Wb9/ABAMBvHFF1/gH//4B0aOHIn77rvvYFf3sDNy5EhYrda0aVkaGhrw8MMP4+GHH05J37NnT1oaIaRzUPAEaReWYZFrKkauqRgoa04PRQKxYW6r0eitRaOnGo2eWngCjs6rLCExBskMqyEPFn0uLInnXFj0uTDrc+nOMEIIIYQQ0iaeE1Ca2wOluT1w4nGToagKGj01qLRvRpV9CyrtWxCKtD5vLTn0dKIBZl1OSrC0SWeFWZejjSCht0Hi9dQfIIQQQg4j2YIaksVHqMikPSMVtLb+6aefjpNOOgnLly9PSd+zZw8GDBiACy+8ECeffDLKy8shCAKcTie2b9+O1atX45tvvkF9fT0AYMKECWllL1q0CPfccw8MBgPGjx+PYcOGoU+fPsjPz4fBYIDb7cbatWsxZ86cjHUrKytLS+vatWvGvC+88AIKCgowcODAxHQjOp0OJ554YvYD00lYlsW9996Lm266KW3ZjTfeiJdffhlXXnklunfvjtzcXHg8HtTW1mLt2rX44Ycf8MsvvxzU+r366qt48cUXUVBQgJNPPhmDBw9Gz549YbPZIAgCmpqasHjxYrz44osZ10/+3KxWK26//XY88sgjafmWLVuGvn374tprr8WoUaOQk5MDl8uFdevW4YMPPsDKlSsxb968g7afmdx5552YM2dOWmDIV199hS5dumD69OkYOnQoSktLEY1G0dTUhF9//RWrVq3CokWLEoEjw4cPP6T1Plzo9Xpcc801ePbZZ9OWPfLII9i8eTMuvfRS2Gw2rFmzBk8++STq6uoOfUUJIWkoeILsF0nQoyzvOJTlpQ4lFooE4PDVaw9vHRy+Bji8dXD6GuguLXLAiIIONkM+bMYCWA35sBryEs8WfR4EPn3oK0IIIYQQQvYHy7AosJShwFKGYT1OhqLIqHHswo769dhZvwF1zsrOruIxQS+aYDPmw2rIjwVI5yUFTudC5HWdXUVCCCGEdNDIkSPBsmyr0y8MGTIERqMx47JRo0bt1/oA8Morr2Ds2LFwu90p6ZFIBG+//TbefvvtNvaidX6/H59//jk+//zzdq8jCAJOO+20tPSTTjoJDMOkjbDhcrlwxx13pKR17doVu3bt2qc6H2wzZszAf//7X3z11Vdpy1avXo3Vq1cf+kq10NDQgHfeeQfvvPNOu9cZMmQIKioqUtL++Mc/4vPPP8fKlSvT8jc2NuLJJ5/c77oeKAUFBfj73/+O6dOnpy1zOBx45plnDn2ljjB/+tOf8O9//zsRWJXs3XffxbvvvpuWnulnmhByaFHwBDkoJEGPYltXFNvSo19DkQBcfjucfjtcPjtc/ka4A03wBJrg8jfRXVskhV40IsdUCJuxEDnGgqTnAugEI90pRgghhBBCOhXLcomA8nH9zoUv5MaOuvXYXrsWu+o3IiKHO7uKRySGYWDW5yDHWAhbrP2fYyyE1ZAPmzGfgiMIIYSQo5DFYsGgQYOwZs2arHlaG53CYrFg4MCBWLt27T6tDwCDBg3C//73P1x00UVwOA6P0ZUffPBBFBYWpqWXlZXhzDPPTJsi5EjD8zzef/99TJ06Fd9//31nV+eA4Hkes2fPTks3Go345JNPcOaZZ+Lnn3/uhJp1zLRp02C323H33XdDluXOrs4RJz8/H//6178wdepUhMNt9wtvueUWfPTRR9i9e/chqB0hJBsKniCHnCToUWitQKG1IuPyUCQAT8ABT9AJb9ChvQ444Qk64Au64A26EAh7KfruKMIwDHKMhcgza1PD5JiKkBt76MXsc6cRQgghhBByuDFKFgzqMhqDuoxGVI5gd8MmbKtdg221a+APeTq7eocdkZeQaypGnrkEOaYi5JmKkGMqgs1YAIGjkeQIIYSQY82YMWP2OXgC0Kbu2J/gCQA4+eSTsWbNGvzud7/DRx991OpIFsk4jsOkSZNwyy23pC0rLy/v8B3lZrMZDz30EG677baseV588UVMmjQJ27dvb3e5hyOLxYJvvvkGTzzxBJ566qkOBa707NkTV1xxBYqKig54vbp06YKtW7d2aJ1u3bph7ty5GD9+fMblhYWF+PHHH/HQQw9h9uzZaaOcZNNZNxHeeeedOOmkk3Drrbd2aJoUo9GI8847D+eff/5BrN3hb8qUKViwYAGmTZuGhoaGjHlYlsVdd92FRx99FPPnz09bbrVaD3Y1CSFJKHiCHHYkQQ9J0CPfUpo1j6zI8Ifc8Aad8IXc8AVd8IXc8Abd8Idc8IU88IXc8AfddKfXYYRhGNiMBSiwlCHfXIZ8cwnyzCWwGQvAc0JnV48QQgghhJADiucEHFc8CMcVD8Kp6hWocezEtpo12Fq7Gg5v+tCtRzOBE5FvKUW+pQz55lLkmUuQZy6GWZdDo8kRQgghJGHMmDF44YUXsi4fPXr0QV0/rqKiAgsWLMC2bdswf/58LF26FL/++iuamprg9XphMBiQk5ODnj17YsCAARg/fjwmTZqEvLy8jOXNnTsXjz76KBYtWoSVK1di7dq12LlzJ+rq6uDz+cAwDIxGI0pLSzFgwABMnjwZF110Udbykuu5atUqvPLKK/joo4+wceNGOJ1ORCKRdu3n4YTjOMyaNQu33XYb3n333cSxqq+vh8PhAMdxsFgsqKioQL9+/TBixAicfPLJGDBgwEGr05YtW7B582YsXrwYP//8MzZu3Ijdu3ejsbERfr8foijCZDKhW7duGDJkCM444wycc845EITWz3ULgoCHH34Yd911F+bPn4/vvvsOP//8MxoaGuB0OmEwGFBUVISysjJMmDABp59+OoYPH37Q9rMtY8eOxapVq7B48WJ8/PHH+PHHH7Fz5044HA6EQqH/Z+++4+yo6saPf6bemdu3pyckQCAUQZooSGiKSBUF6YkFBXweQRSfHyrgo4C9wGNFpIgGRUUQUQRJwAIqVSD0kL7JZsvtfWZ+f9yye/fe3eymbcr3zesyN2fOzJyZO/fuOTPfOYdgMEhHRwd77bUX+++/P/Pnz+eII47AsqS3OID3vOc9vPTSS3zve9/jd7/7HW+88QalUompU6dy9NFHc9FFF3HQQQeRSCTo7e1tWL5ZzzNCiK1H8Sbg8f3rr7+eYrGIYRhcddVV23rzOwzXdVm6dCkA8+bNQ1XVCS7RjqlQypHOJ8nmk6TzSTL5BJlCikw+TiafIlNIksmXX7tSjxbZbBYA27a3yvr9vlBtLOiO8DQ6wlNpDU2Sp8d2cvK7JbYWObfE1uC6Ltdffz2O40i9VGxzu3KbSH7TwfM8+pLdvLbuOZatf57ugTd3qnZI2N9KZ7jc22BHZCodoalEAu2oyq73WYstR347hBDjJb8bY7Mr10uFEGJ7csstt/CRj3ykIf3ss8/mF7/4xQSUSIhdk/Q8IXZ6pm5h6hYtgY6N5nU9l1whMyTAIkGm2otF3bTc04XjlLbBHmzfVFWjLTiJjsi0WrBEZ3gaAUu6khJCCCGEEKIZRVEqvTBM4fA930Mmn2TZ+hd4Y/3zLO95kUIpP9FFHBNFUWgNTqIrOoPOyHS6ItPpCE/DNgMTXTQhhBBCCCGEmHD/+Mc/6Ovr48QTT0TTtBHz/fOf/+Qzn/lM03nvfe97t1bxhBBNSPCEEEOoiorfF8TvC240r+d5lV4t4qRzCVLVaS5WecVr0+IOcvFzYyKBdtpDUyrDbgx2taup8lMihBBCCCHEpvL7Quw743D2nXE4juuwLraclb2vsLL3Fdb0v7FdBG3rmlEOlK4ESFQDJQxdepYTQgghhBBCiGaWLl3KRz/6Udrb22vDr8yePZtQKEQ2m+XNN9/koYce4r777sNxnIbld999d84888wJKLkQuy654ynEJlIUBZ9h4zNsWoOTRsxXDbKoBlUkszGSuRjpXJxUbqAuyGJ76KrX7wsRtltpCXbSGpxEa7CL1mAXLYEuuTAqhBBCCCHEVqapGlNb5zC1dQ6H73kiJafI2oE3WTewnJ74KtbHVzKQ7tlqbQdV1WgJdNYCpdtCk+kMT6cl2CnDbgghhBBCCCHEJujt7eXOO+/kzjvvHPMyhmHwwx/+EMMwtmLJhBDDSfCEEFvZ0CCLttDkEfOVhwxJk84nSOcSpPNxMvkk2UKaXDFdnlbeF50CJadAoVSg6ORx3caIxOq2Dd2HoZkYWnlq+4LYRpBkLINP9zNn1p5E/G1E/G2E7TYJkBBCCCGEEGI7omsGM9r3ZEb7nrW0QinHhsQaBlI9JHMDJLMDJLL9JDL95ItZHLdIyS3hOEVczwUotwl0Hz7dwtAtbDNAyG4hbLcSslsI2S1E/G1E/R2o6sjdyQohhBBCCCGE2Lps2+b222/n2GOPneiiCLHLkeAJIbYT5SFDQvh9ITrCU8e1rOu54HkMPnvmVdapoShKY37XZenSpQDMmzkPVZUnyIQQQgghhNhRmLpV651iY6rBE9JrhBBCCCGEmDVrFitWrNjk5Y866iiWLFmy5QokxE7O7/ePK7+iKLz73e/mxhtvZI899thKpRJCjEaCJ4TYCaiKCo0xEkIIIYQQQohdnARNCCGEEEIIIcTEOOecczj88MN54IEH+Mc//sFLL73EypUrSSaTeJ5HJBKhtbWVfffdl0MPPZT3v//9zJmz8SB5IcTWI8ETQgghhBBCCCGEEEIIIYQQQgixhe22225ceumlXHrppRNdFCHEGEjwhBBCCCGEEEIIIYQQQgghxE5u+fLlE10EIYQQYrsm/XcKIYQQQgghhBBCCCGEEEIIIYQQYpcmwRNCCCGEEEIIIYQQQgghhBBCCCGE2KVJ8IQQQgghhBBCCCGEEEIIIYQQQgghdmkSPCGEEEIIIYQQQgghhBBCCCGEEEKIXZoETwghhBBCCCGEEEIIIYQQQgghhBBil6ZPdAGE2F55nkeuVCCRTxHPp0kWMqQLWVKFDOlijlQhQ65UoOAUyJWK5J0CuVIBx3VwPBfHdXA9D8dzAVAVBVVRURUFBQVTMzA1vTItv7d0H7ZhYes+/IYPW7cImDZB0yZk+gmaNkHTj6kZE3x0hBBCCCGEENubfKnA+nQ/3ak+ejOxSlsmRTyXJlXIUHIdim6JkuvgeA6GWm6PGKqOTzcJmX4iVpCoL0jECtLhb6Er2EabHUZV5NkLIYQQQgghhBBC7NwkeELssrLFPP3ZOH3ZBAO5BAPZBAO5ZG2ayKcpOMUttj1n2L8zxdwmr8vUDcJmgLAvQMjnJ2QGiPiChH2B2qv6b0OTr7kQQgghhBA7m2Q+w4p4N8tj3ayId7MmuYGBbGJc6yg5DtlifqP5dE2jw9/ClFAH08NdTA93MS3cSdgX2NTiCyGEEEIIIYQQQmx35K6q2GnlSgX6s3F6MzF6M3H6svFysETl/eYEL0y0QqlIbylGbya20by24SM8LLAiZPiJxfsIaBbBeCsRK0TI50dXta1feCGEEEIIIcS4eJ5HT2aA1/pW8vrAal7vX0VfJr7Ntl9yHLqTvXQne3lq7Uu19KgVYmZ0EjMjk9ktOoUZkUn4DWublUsIIYQQQgghhBBiS5LgCbFD8jyPbClPfzZReZUDIoYGSKQK2Yku5nYhW8yTLeZZn+qrpXl45LLl4JEH+p5EQQHAb1iEfH7CZoBQrVcLP2FfgGBlGvYFCZt+fLo5IfsjhBBCCCHErqA3E+Pl3uW80reCV/pWkMxnJrpIDWK5JLF1SZ5b91otrTPQwqzoFGZGJjEzOpnp4S4ZdlAIIYQQQgghhBA7BAmeENulXKlQvhCXS9JfGUYjVhtSI0FfNkG+VJjoYu50MsUcmWKO9fRvNO/QoUOq4yKHrSARX5AWK0SLFSJqhSTIQgghhBBCiDFI5jO80recl3tX8HLf8m3as8SW1JMeoCc9wL/WvAiAoihMCrYxPdzFjMgkpoY6mBLqkCE/hBBCCCGEEEIIsd2R4AmxTXmeR7qYZSCXZCCbJJ4vT2O5ZC1AIpZLkpPAiO3eWIcO8RsWUStEmz9Cqx2mzY7Qbkdp9Ydpt6METHvbFFgIIYQQQojtSK5U4LX+lbzSW+5ZYnWiZ6KLtFV4nlcb8qMaUAEQNP1MDXcwKdhGp7+VrkALncE2Wq0wmqpOYImFEEIIsbO59tpr+eIXv9iQfuutt7JgwYK6tOXLl7Pbbrs15D3qqKNYsmTJVipho+2lHNsjRVEa0mbOnMny5cu3fWGEEELsdCR4QmxRrucSz6XpzZZvqvdl4vTnEgxk47UeJIpOaaKLKbaham8Wa5Mbms73GxYdgSjt/hY6/FE6/C10BlroDLQSMv1NK8NCCCGEEELsaHKlAssG1vBa/0pe7VvJm7G1eJ430cWaMKlCphw40ruiLl1RFFrtMK12hHY7QosdJmoFiVZ6tov4ggRNG1WRAAshhBBiR3bmmWdy9913N6Sfe+653HnnneNa1z777MPSpUsb0r/2ta/xmc98ZpPLKATA/PnzefTRRxvSr7nmGq699tpRl12yZAlHH31003m7cltACCG2ZxI8IcbN8zyShQzrUn30pPtZX3n1pPvpzcRxXGeiiyh2IJlijhWxdayIrWuYZ+kmnYFWOgMtdAXaakEVXYEWbMOagNIKIYQQQggxNsl8hmWx1bzRv4bXB1axIrYO13MnuljbPc/z6MvE6cvEeW2EPIqiEDL9hH3lYQRDvgAh019LK0+DhHzlNE3Vtuk+CCGEEGLjzjvvvKbBE/feey+ZTAa/3z+m9fznP/9pGjihqirnnHPOZpdTCCGEELsWCZ4Qo8qXCqxO9rA2uYE1yQ2sTfbSndxAqpCd6KKJXUCuVGBlfB0r442BFSGfv66Xig5/Cx2Bcs8VfgmsEEIIIYQQ21DJdVid6GFFvJvlsbUsG1hDT3pgoou10/I8j0Q+TSKfHlP+gGkTqQRahH1BIr5yTxYtVoiIFaTFChOxAtKbhRBCCLENvec976GtrY2+vr669FQqxf3338+ZZ545pvUsWrSoafr8+fOZOnXqZpdTCCGEELsWCZ4QNdUb1Svi3axO9LAyvo716X7pPkpsl5L5TPlpvoE1DfNqQ4HYUVrtCG3+CK12mDY7SqsdxtLNCSixEEIIIYTYGRScImuTG1iVWM/K+HpWJdazOtEjPfBtx9KFLOlClrXJ3hHzqIpKix2i1QrTYodp90dos6O0+SO02eX2hARXCCGEEFuOYRicddZZfP/732+Y94tf/GJMwROe53HXXXc1nXfeeedtUrkmT57MX//614b0SCSySesTQgghxI5Fgid2UY7rsCa5geWxbpZXno5al+pF4iTEzmC0oUCgPBxIeczkwbGTy937Bga7/jX92IZPLpAKIYQQQuyiHNdhQyZGd7K33AtfagNrkxvoSQ9IgPlOyPXc2nAhzWiqSpsdocPfQnulx7tqL3jtdkSGBhFCCCE2wXnnndc0eOKPf/wjsViMaDQ66vKPP/44y5cvb0i3bZszzjhjk8rk8/k44ogjNmlZIYQQQuz4JHhiFxHPp1g2sIY3B9ayPLaW5fFuik5pooslxITIlQqsS/WxLtU3aj5FUQgYNkHTJmj6CZgWfsPGr/vwG1bdyzZ82LqFrfuwDR8+zUBRlG20R0IIIYQQYlOlClnWp/voSQ/Qk+6v1RN70gO4njvRxRPbCcd1K+fIAGyon6coCu3+KF2BVjoDrXQFWukKlqcRX1DaBUIIIcQIDj/8cObMmcMbb7xRl14oFPjtb3/Lhz70oVGXH2nIjpNPPplwOLzFyimEEEKIXYcET+yEik6JVYn1vBlbW34NrKE/m5joYgmxw/E8j1QhQ6qQAUYPtBhOUZRaIIWtl19W9f2QtGrQhd8oB174DR92JSBDl6fXhBBCCCE2W7lOl2VDZqD8SsfoSffTkxlgQ3qATDE30UUUOzjP89iQLp9PUH/zx6eb5WCKQCtdwTYmBdsqQRYtmJoxMQUWQgghtiPnnXceX/ziFxvSf/GLX4waPOE4Dr/61a+azjv//PM3uTzLly9nt912a0g/6qijWLJkyUaXf/zxx7n33nv529/+xvLly+nv7y8HWra3s/fee3P88cdzwQUX0NHRscllbKZYLPLiiy/y1FNP8dRTT/HCCy+wZs0aent7yWazKIpCOByms7OT/fffnyOPPJKzzz6blpaWUde7ZMkSjj766Ib0Cy+8kNtuuw2A+++/nzvvvJMnnniCdevW4ff7mTt3Lu973/v4xCc+gW3bY9qH5cuX8/3vf58HHniAFStWoKoqM2bM4MQTT+RjH/sYs2fPHvdx2RH19PTUPsenn36aZcuW0d3dTTKZJJ/PEwgEiEQi7L777rz1rW/ljDPO4O1vf/uI6zvggAN47rnn6tICgQDr168nEAiMuNwf//hHTjzxxIb0T3/603z9619vuozjONx777089NBDPP7446xbt46BgQFs26ajo4NDDjmEE044gQ9+8IOY5uhDa992220sXLiwIf2aa67h2muvxXVd7rrrLu666y6eeeYZenp6CIfD7Lvvvpx99tl86EMfQtflFqgQYvzkl2MH57gu3aleVsS7WR7rZkW8m7XJDTiuPCElxETyPI9MMbdZF+NNzaj0bOEjYNjYhkXALPd8ETBtAoaN37AIVt4HTIuAYWNKrxdCCCGE2MW4nkssl6I3Uw6M6M3E2JCJVYIlBsiVChNdRLGLypcKrIyvY2W8fkhBRYFWO8KkQBudwdbyNNBCV6CNqCW9VQghhNh1jBQ8sXjxYtatW8ekSZOaLveXv/yFnp6ehvT29nbe/e53b/Fybsx//vMfLr74Yv7xj380nb9y5UpWrlzJgw8+yDXXXMNnPvMZvvCFL6CqW2bI4KuvvpqvfOUro+bp7e2lt7eXpUuXctddd3HFFVdw9dVXc+WVV6Jp43+Iq7u7mwsuuICHH364Lj2fz/PEE0/wxBNP8JOf/ISHHnqIGTNmjLqun/zkJ3zyk58kk8nUpb/wwgu88MIL3HTTTXzjG9/gkksuGXc5dyT5fJ6urq5R8ySTSZLJJKtXr2bJkiV861vf4pBDDuG2225j3rx5DfkXLlzIZZddVpeWTqf5/e9/zwc/+MERt3PXXXc1TV+wYEHT9LvvvpvPfvazvPnmmw3zCoUC8Xic119/nUWLFvH5z3+eb3/725s8vM7LL7/Meeedx1NPPVWX3tvby5IlS1iyZAm33norDzzwwEYDhIQQYjgJntiB5EoF1iR7WJ3oYXViPasS61mT3EDJcSa6aEKIraDgFCk4RWK55LiW0zWtHExhWJWgiuqwI4NpQbOSXpnvNyxUZcs01oQQQgghtoaiU6oFRfRmBirTcoBEbyaO40q7SOw4PA/6MnH6MnFe3LCsbp6pGXQGWugItNDhj9Lhb6Ez0Eq7P0LEF0LbQjdZhBBCiO3B7rvvzmGHHcY///nPunTXdfnVr37Ff//3fzddbqQhO8466ywMY9v27nTXXXexcOFCcrmxPUSVTqe59tpr+de//sVvf/tbfD7fZpfB87xxL5PL5bjqqqtYvnw5P/rRj8a17MqVKznyyCMbhlwZ7tVXX+X000/nn//854i9APzoRz/i4x//+KjryWazXHrppRQKO3dQ9KZ8jgD//ve/efvb387jjz/O3nvvXTfv3HPP5TOf+QzFYrEufdGiRSMGT+Tzee69996G9EMOOYR99tmnIf3yyy/nO9/5zpjLu2rVKt7//vfzxS9+kauvvnrMywE8++yzfO9736O3t3fUfE888QQLFixouh9CCDEaCZ7Yzjiuy0AuQV82zrpkL8+tX0pfIUl+/RLiudTmrbtQopjPoxkmhmVQyhfRDI1irohu6uSTWXwRP/l4BisSQFEV0r0x7GgI13Ep5YuYAYtSroDnuqiaiuN4mLZJLplF1RRMv00xm8MplPC3hXGKJVRNQ1EVSvkiqqbiOg5O0UFRVRQVXMfDtH24pfLFTtXQcEsOruOioOC6LoZlkulPYPh9aIZBLpHCCgXQTL1WNm3ocoqCZuiglNfv5PKohk6pWMTNOegBA8Pnw/NcQMFzXTRDR9W1yrp0Cpk82f4k/vYwnufiFh00Q6eUy6OaJrqh4RQdPAUUz8MpOFgRP5n+JIqqYgR8OIUiiqLgeeAp4OaKmAEbp1jEF/JTzObRdA1FVcsXex0Xp1BC1VR84XKXWW7JIdWTANXD3xLEKbpohoZTKOF5Dq5TzuNvDZFLZPAch0B7hGKugFt08DwXw/aVj1O2gN0SxC05FLMFNFOnmMujKCqlbAEzYKMZ5WPgFEvggRnwUSqUylHQSvk8UjSVYjqHGbBxnRJOoYTdEsLzPHIDaYygD89xUfXy8Sqm8wS6ohQzefLpLKquo5s6iqrilkoYtkX1wSrPLVcQXbdcXt0yUFQV3WfUncuKqoCioGrlC4elfBHdZ1BIZ3GKHp7n4Av5cUsOqqqimY0/d06hhOu5GL5yF2G5eBoj4EPT9dr6hub1XA/HKWHaVnn7FdW8bsmhUPlMDds35Jx3QfEoZYtYkUDdOjVTL3/mhlZ7uqyaDpSX9bzyo2meRz6ZwRcOlL9/leWcQqmurCXHIe6k6E/Gat8/p1gCBRQUVF1r2GYpX8Bv2oQDIQKmRdDwYxs+/IaN3/BhqQaWahIOhFBL0BKKYFeGGrF1H6qikMvltkhjb6hqpX68jd5sNott27UplLuNK5VKW7yMo21/Z7Qz75sQQoiJVXRK9OcSDGQT9GZi9GfL7aLeTIzedIz+VAwFBc/z0H0GqfUx9KAP02fW1QurnGK53lpIZPGF/SiqgltyKRUKqJUn69xSqVI/dwAXRVFR9fK8fDKDL+Qnn8riFEvotg8V0C2zrq6YS6QxLB+aqZONpdBNHd3ykUtlKGUKhCa1UMoXKabzqJaOCniKiqqU1+UUHdIbYuiWgWFbeJ6LbpooKhSzRVzHwSu5GAEfG15ZRfue0/AcD0UtDxXnAsVUhkIyh2YZ5TZboQiKgm4a6KZGtj+D3RagmC2Q3DCAHQygaCq5WBorYmFHIxTyeZKr+mmZ3YlTKJEdSGNGLDRFI5fKYvjK6y5mi3huiWK2SHhqG5n+BKZto5kaTsGhmM9jBf2ohkYhla2Ux8FzSpVjq+A6DrlYutxmLBQp5PLltkilvQgapt+kmC2Q6Y0Tmd5Rq1uX6+EKhWyOfCKHqikEO6Nk+1OYIQtFVcnGM6h4GEELBQXN1Cmkc5XPrkClEYdX8silM/gjIYq5HJ7rYdgmZsCmkMkCYPrt2uddypfrpoparlMrSrktWSo4aLpKMZsvLxMot4tBwbBNQMEplXCLLoZdbt8Us4VyG9ZxcV0PHAczWK5jxXr6KLQVWZ3oqZ3Lqq6BB7ge7eEW2uwILXaYFitE1AoRtYJEfCGCpk3I9OPTR+8GebyqdcBMJlMeonCE+mAul0NRlFp+wzAoFou1Ong2m8WyrHH1rOF5XkNbI5fLYdv2ZvXQUS1LsVhEVVVUVaVQKGBZVkPeTW2XbAlbuv5dPZbSu4kQYnty/vnnNwRPQHnojmbBE/l8nnvuuafpus4777wtXr7RLF68mAsuuKDhxvRYPPDAA1x88cX89Kc/3QolG7sf//jHnHTSSZx88sljXmbx4sVjzvv0009z1113Nf1sXnzxRT75yU+OeV2f+tSnxpx3VxOPx5v2xtDe3s5JJ53U8J3505/+RCwWIxqNNqzrgQceIB6PN6Q3G0bjy1/+8rgCJ4a65pprmDVrFhdccMGYlxlPMMR9993H3/72N4444ohNKZ4QYhc14cET7i40vETJdUgXsiQKaeK5FAO5JIl8ilguRV82Tl82Tn82juMNHpNcthytarmNjfex8jyPZ2/7C6sff7mWZgR8FNP5Td+ZcTD8Puy2EIlVo0cCVlVvJo9Fy5wuBt5YvznFq2MELYqp7WTMY0Vh1lH7snzJ89t0s6qp4RY24am96nWXTQuOrQUHjCTQFeWw/z6Zpb/+O+ueKT+Zpegq+51zFKsff4X+19aCqoDbfB2TD5rDQRedUAlm8Xjmlj+z5l+vARCc1EI2lsLJlRs5um1Syhbo3HcmB33sBJ6+5c+sf3awuzFFUzn8U6cR6AjzxHfuI7m2H7stRLZvsIcIVddqAUFD6ZbB2z/9Pp784R/J9CawokFysRRWNMAhl76X1//4FN1Pv4HdGmL2cfvz0j3/rKzHqzu2kVmdxJf3oKgKnuvRNncqh37ipNpF/Bfv/hvLHn4Ww/bRuvtk1v9nea3skRntxN7swYoG2P/8o3n+50vI9peDs6YcvAdv/ci76oJD1v9nOU/d/CBOoYThNymm83TsM4NDLnkvmqERX9XLv276PblYmjlv35fDzn93eWzn9Iv4dBOfZmDWXjqGpmOoOoZmVKY6uqKhaxqGqqMrKpqqce+v7uFbN3wNVVG5+kvXcvoZp6Mqau2l1d4rtQt/K1eu5Nxzz2X58uVEIhHi8Th77703l1xyCf/v//0/0uk0n/zkJ7niiitGPNc2R3d3N+eeey6vvfYa73jHO7j11lt3mkCDVatWce655/Lmm29y1FFHccstt2yTQJSqofWFXanuILYuOZfE9mJnPxcLTpF0IUuykCGRTxPLJXml73XSpRyPZpYSz6cZyCVIFjJNl+99eTX//v4fKOVGviCtGhoHLjyOKQfvAcBzP1vMyr++WJdn2uFzWf34K43LDqm3KZrK7OMPYNlDz+I5brmOO6x6qagqnusSmtJKekMct1ip8zXJuzFWa4Bcf3p8C+3iVF0rB1iM41grmlr+PMe8ALX1q6aOWyjVplVG0GLP9x7CS799HLc4evtV1VXcUmX7qkKgI0J6fawhn9UaItdfaVMoCkd/6VyWPfQsKx59AcPvw/M8StkCs+bvx37nHDXqNk3NIGjY2IYPS6++zHKdXB2sk2uqhqootbr18NvpruPwvS9+iyeXPI6qqrXfq7e+8zA+evUny+0Rytcd7vnxIh765e/rltcNHafk8O4PnkK8f4DHH3yMaFsLn/ra55k9d/dyvV5V0RStMi2/19Vym2DZy6/zP5+4gv7ePk489STO+/CF3PajW/jzH/5ES0sL3//xDzno4IPq2gYb61HPdV3++7//m3vvvZdQKEQmk0FVVUzTJJ1Oc8EFF3DdddfV8v/85z/nC1/4AoqicMMNN3DmmWeOuv4tpaenh3PPPZeXX36ZQw89lDvuuGPUccnH4sorr2TRokW0t7dz22238Za3vGULlVaI7ZO0I8fHdV1efPHFjWccpqOjg87Ozs3a9llnncXll1/eEIDwz3/+k2XLljF79uy69D/84Q9Nb+zuvvvuvO1tb9ussoxHoVBg4cKFTQMn5s2bx0c+8hHmzp1LqVTiqaee4v/+7//o7++vy3frrbdy1llnbfZQI4qiMHv2bA455BAOOOAA2tvbiUajtLS0oOs6mUyGVatWsXjxYn71q181fCe+/vWvjyt4omrvvffmsssuY86cOTz//PN87nOfaxh6A+DOO+9sGjzx2c9+lny+8T6FoihceOGFnH766di2zb///W++8Y1vMDAwMO4ybi1f/OIXmw45s7kCgQAHHngghxxyCLNnzyYajRKNRgmHw5RKJfr6+li6dCl33HEHy5bV92D29NNP88gjj3DMMcfUpS9cuLAheKJQKPDb3/6WD33oQw1laDZkh2VZDT1VvPTSS1xzzTVN9+P444/nrLPOYsaMGfT39/Pwww9z++23N3xfLr30Ut773vfS1tY28kFp4m1vexuXXHIJU6ZM4a9//Stf/vKXcZr00n7nnXdK8IQQYlwUb1P7AdoM119/PcViEU3TOO2007b15jdb0S2xIr2ekudQ9BxKrkPJcyi4JQpukbxTrL3POQWyToGsk6fgji0gYEvre2UNT3//jxOybSG2pNY9p9D/6tq6tPFcCH3rxSfQtte0cX0nph0xj9V/W9qQ7u+K0DZ3Kqsea5y3McMDLaqCU1pJrR1sQFUDI8Zq7hmHM+Od+5Bc08cTX2sefT9ctbeZoQ646F107DM4DuFfr1lELtZ4UX/eB49k6uFzefoHf6Lv5dW19AM/9m7a500fc7mbcQolFn/29tr+q4bGMV9bUBfUMZSiKKgoPP/zJaz556sN83XLpJQb7NbvpC99iHBnKypKOfgCZfBiK+qQtEr6kPcK5YvLzeb/4dbf8OTDf69t55SFH+Ad7z66XL7KOpW6bVZSKuVXAKVy0Vqp5S/3GFK9kj24lurOD6YPJm35p8huvumHPPbw4FMFH770Iua/69jy9irBK8O3Wi3H0KfaqvtTnzZY4uq+1patpirN91FRhqcMy1c7PuXPVYjhfve73+E4DoZhcNVVV010ccQuZHtvE2VKOTJOHsdzcTwX13MpeS4lz6Hklih5LkW3RNEtUXBLFL0SeadIvtIGyg9pCxU3sx30jxt+TXpdbKP5dNvk6K9cwMAb63jyxvs3a5tCjMVIAdNbiq8lQH6geXDNIZefQnTW5t2oGov1z77Jf279S9N5b/nwcXTuPwuAVPcAj3/lN2Neb+ueUzjo0hM3mu+p7z1Q1wace/rbeOWeJ2r/jszs4NBPnVq/kAIqKooCGmqtXl2te697YTlP/GD034gT/+d8Js2ZhlMsccd/fbPW5tR0jY//8HPoulFpA6gjtg3UIekjtQGG1u3L/y7vgAL89vZfsuT+h2plOv2CMznulBNqFdyheetqucqQNkQtSeHVF17i61+4vpa25z578f+uu3qwLq4MaWsMWcfQun59uRvnU9m/wY9CaaivS11diO1PtU1UKBS4/vrrN77AMNdccw3XXnvtZpfj5JNP5v77G3+fr7vuuoa22gc+8AF+/etfj7ks1157bdOb3LfeeisLFiyoS1u+fDm77bZbQ96jjjqKJUuW1KX9+Mc/5mMf+1hD3tNPP51f/epXDcNULFu2jEMOOaQhgOKII47gr3/96yaXA8o9rmqV3tU25tJLL+X73/9+XZqmacRiMYLBYF36kiVLOProo5uu56CDDuLRRx+tC+578MEHOeGEExrytra20tfXV5e2YsUKZs+e3TS46aabbuITn/hEXdorr7zCIYccQjLZeF115syZLF++vGk5N9f8+fN59NFHt/h6R7o1N9bPcsOGDU0Dl6688kq++tWv1qWVSiWmTZvG+vX1D6Ied9xxPPTQQ3Vp6XSazs7OhiCYs846qyGo4pxzzmk6hM43v/nNpr2E/O53v+P0009vSP/85z/Pl770pbq02267rWlPFwDvfe97uffee+uO00jDvxx44IE8/fTTTdcjhBDNyECZm8Ab+vI8PDxcb/BV/c8d9pq4Ak/gtoXYgrZYrNd41jNS3uqPwKZsftMWG8OKx7/mpkt4Y8gDeLU59Tm2yk+ON1pJBn+Lx7ptz/OGLONVekB28TwPF3fwd7ySz63s7dDf/Np/3uDv/PBz1POqx2lwe9TyDUmr24Y7uN7K++q6q+tzK6V0q/vsDdunMfznjuO/anmGqh6locdz8O9g9Ssy5BhXlq+l16UNW2aE/K43ZJu1dVfPufq/v4Nlkz+DQgixKcp/Gwf/tpT/5ri1v5t16UP+Ng79O+BW/t5skcKMKZ/84ItdyPZwvg8twtYqT0PbxBttdi2xXMdmsB49tA4/hrIObSsM3bfh14LK6x1sPwymU7e9xt/JYW2KIb+fDFlXY5molWno73D5VW02eUPaMIPLuM3W5w22LarHbbDMDO7fkH/X7WPd/g/JP2RP3Go7plbeIS2uIXV5IYQ4//zzm6YPvzGbTCb5wx/+0DTvth6y43e/+11Dmqqq3HjjjQ2BEwCzZ89ueuP473//O729Y+u1eSTVm8jLli3jG9/4Bqeffjp77703bW1tteGaqq/hgRNQvmH/3HPPjWubN910U0OvSO9+97ub9iDQ39/fEPTw0EMPNQ2cmDdvHpdeemlD+ty5c5sO47Kz0TSNQqHA/fffz8UXX8yRRx7J1KlTCYVCqKpa+xxH6vGlWaCArutNvx+LFy9uCKi47777mvYeMjyQoVQqNf0u7rnnniMOr3LaaacxZ86chvTxDMWhaRo//OEPGwJMzjnnnKbDkq1YsWLM6xZCCJjgYTtUVWXevHkTWYRNdsAmLFPtrrY8bEeaWD5JPJcilk/RXxnLdyCXxG02bIe96cN2TDlgDusO3YO1lSEKAHS/j1Jm2wzbodsmdmuI5Jq+jWem/IR5revbjagOXbClGH4fxW10XDZKgRlH7NPQ3fBW36yh4Y3x+G/ZDTPq9RJ/R4QDLjyOpXf/jfXPlYfQUDSFfc9+J6sff5mBN9aNOvTHpANnM+WAOSiKwpQD5tB90O50P/U6AIHOCNlYutYNr2YZOLkiHfOms+9Z76SQzNJTGfaivF2VAy44Bn9HhIHXukmtG8BuDdaGvqjmadYjhuYzOPhj7+GpH/6RbH+y1vODL+znwAXH8uofnmT9c29itQTZ7Zj9eeXefzbtljg8vb08FE5ln1v3mMLso9+C7jOwdp/Kbse+hTf/8hy6ZdK6+yR6XlhZLpeqEJ7eTnzFBnxhP/ufVx62o9qzxOS3zmHaQXvU9fCw/znzefonD5bH+rbKQ5q07zWN3Y7cF83Q2ef9R/DPm35PPp5h1mHz2PuAfTB1g662TizdxNB0fJqBTzdrw3SYlWE7TK3cVbChauiqjq5qtdc9sU6+85VvoqgKn//i1bzvpPeXu/FVG4ftqHbNu+KtKzjnnHNYuXIloVCIZDLJnnvuySWXXMJVV11FJpPhE5/4BJ9d+NmRT7bN8N457+CcN89h2bJlHHbYYXzzqut2mmE75vzvdM55/RxWrFjBEUccwVWXXdl0POitxXVdXn65PPzUXnvthapK/KfYfNJ1r9ge7MhtorHKlwqkillShUy5HZRL8uqK10mVcphhm1guyUAuSbqYbbr8fme/k39//4FRh/ZTdZX9zzsay7aYvO8spr9jb1b9/aW6PFOGtYmqhtbbFFWp1aNG7AGsMlRccFKUTG9ys3oeaNYLmBhd3RAYYzTuYTuGbq/SPh3eTjUCPvY48WBevueJjZ4Diq7iVcusgL89QmZDY1fjVkuAXLWnCUXh7Zefxht/foaVf1uKbpl4eDi5IjOO3IdJ82aOuk1D1QlUhu2wdV95+A6tPGyHoZXr3Ual/q02GQ6vqrSvw/dfS/LM3/5V1zPeW95xMBedvbAybIcH+4K9LMcjdz9Qt7ymazglh+POfC+J/jj/evhvhFsi/PdnLmf2XrtXhg0p1+11VavV98tDd2i83nE4V33i0wz0D/Cu957AhQs+xE8zN/OXBx8iEo3wva99l4MPObg87Mco+zGU816HT6xWuP/++wkGg3XDdmQyGc477zxu+MQNtfxzYy1cffXVqKrK9ddfzwff/cER170lvX3WAZz72kpeffVVDjroIG646n8bngYejxMOns/K51/n7rvvprW1lW9+5esceOCBW7DEQmx/pB05Nvfdd1/Tru63tVNOOYVwOEwikahLf+GFF3j++efZb7/9ALjnnnvIZhvrjW9729vYfffdt0lZq/72t781pLmuy/Tp4+uR1fM8/va3v21Wj3SpVIrLLruMW2+9dZPbuuMJ4JgxYwaHH35403nTp09v6GUCIB6PEwqFav9+8sknmy5/8sknj/i3/NRTT60bXmtn9Mc//pFPfOITDUNyjNVIn+PChQv55je/WZfmOA533313XS8fzYbsmDp1Kscff3xd2nPPPdfwfQV49dVXR62LNfPCCy8wMDBAS0vLRvO+4x3vYNq0aQ3poVCISCRCLBarS282xI8QQoxmQoMngF2q0mqpPizDR1sgOmIex3XozyXpy8ToTvbyn2Uv0VdIkDdcEvlNGwtXURQO/sgJlM47hnw6j2EZmAGLUq6AomsUM+W0XCKDHQ2R6Y/jbwujqCrx1X0Eu6J4jkMxW8AXsimk8+B5qLpKqVDCCvvJxlIoqood8ZNLZCkVSoQntVDKF9EMDUVVy13mq+ULXU6+gKqroCh4josRsPAqF5w008ApFHFKDoqi4DouvqBFct0ARsDCtE0yfQnslhC6ZeIUHYrZPJqp45VKuE75SQjdMlAoX9zJp7Jopk4xW8AtFDGCfnwBX/mimwqe66GbBqqhUcoVy9NMjkT3AKHJreC6FPNFDJ9JPp3DtE1Un4GTL6IoUCo6KK6L3RYmub4fUPFHA+TT+XJX82q5Y8pCtoAdDVDMFvG3Bskns2iGXrkA6OCUXJxcAUVTsNvCqKrKfh88ivjKHlwFgp1RcFxUQ8PJF3EdD9dx8RwHf3uYXCyFW/IIT2kll8ziFovggRm0yscpkyfQEaFULJGJp9AtAw0FVdUoZPJYYT+aqVPK5ikVHXDBDFm4hVLtZnopX0TRNPLxNL5ooPx55goEOiPgQXpDDDNo47kOmmlSSOfIJ7OEp7ZRSGXIxbPoPh3dZw6eQyEbFLX8BE2lcu+UHArpHKbfh2boaD4DRVE47NKTKueSgqqqqLrGbu/cj1KugG6Z5BIZSoUCngP+lgBO0UXVFHTLrPtOHPKx91DKFXAdDzPgAyDTG8cI+tF9Ok6+WFvmbZ84uZLXwSm6WGEbpfLbdcz/nkcxW8CwTZxiqfaZ+kI2xWz5PHeLDq7nUaocf4Djbriwto1SroBmGijq4P5V93fOsQfguV75oqTnkR1I4W8NoeoapVwB1dBxCiUMe3D/APY7653sfdrh9d8/RUFRVTRDq9vmpP13o5QtYJk+ouEIfsMiYNgEDAvbsAjMOZyPvf9CTEUjGoygFF1aI62DF2J1H9rHvkE2m8W2bZYuLQ9lMm/evM36jf/UJZ/kkg99DEVR8Pl8Y1pmt9124x//+AfpdJpgMEgymaw1yk4//XSKxeJWDWaYPn06jz32WG37O5NZs2bx97//fbvYN1VVd6n6gxBi57ez/6bZpoVtWnQEyhfCXNelPV3+2z60vlBwigxkE/Rm4/Rn4/RlE/RlYvRGp7Lb/nOJJRO1WFnDNomt6MGKBNFtA1Ur1wurDrzwOPY7652oukZmIIndEkLTNdwFx5FP59ENHfBwCiV8kQBOoYTngaqV60rzzngHhUQGKxokF09TyOTwhQIoiofhtyjlirX6V7Y/ieH3oVsmqZ44uqVjBmyyA2kKqQwts7ooZgvk42k0y4eqUqlbK5hBi1K+SHxNH7plYodtXNdDt0xUVaGQzlEqlqDkYkUDrH3mdVrmTsXUdRRNq/RA5ZLqT1JK59EtE380QC6VRVU0DL+B6jPI9sYIdLaST2ZIdvdhRYIoukamN4kV9ROa1EIxVaB/RTede82glCuQ6olht4bRNIVsLIUZtDCDfkrpLKVKG6xt9iQS62IYAQufbeIUC+RTefwtIVRDp5DMYAQt3IKDU3JQdR0Fl1w2TymZJdjVipMvkI6lCETDqKaOUyyhqmAGbYqZPPE1fbTvMaXc9lLV8rFTFPKJLJlYHE03iU5vJ7VuACNsY5gGmd4EHmBFAuWhG3wGhVQWw/ZRyORxXa88XIDjkI2nCXZEKKTyOI6DbpsEWsNk4ykURcMK27X6fjFbqA0zUK1Lzz7mAEr5AqqmUcrmcVwPO+KnkMqhKAqG3weKglMo4RaLGAEbVVMppLIohobiUW4LFhzs1nIdK9HdT3hyKwAHXHAs+555JJpZvnzjllw6Iq202RFa7DAtVoioFSJiBYn4goRMPyFfAJ9mjPui9UhO/OU7SKVS+P1+UqkUqqo2rQ+e9p35ZK7P4LoumUyGQCCAz+erq4On02ls2x7z7968ztmc9Ny76toaV37q03z/xv/Dtu0xd08+lKqq/OhHP6qVpVAooKoqmqaRz+fx+/11+RcsWMAHP/jBcbVLtoQpU6awePHiujbN5vrOd77DddddN67PQIidhbQjN862bV544YVxL9fR0bFFtm9ZFmeccQa33nprw7xFixbVgieaDREA277XiVQq1XT4iE21du3ajWcaQbFY5Pjjj+eJJ57YeOZRjOcmc/XzaGb439KqUqk+GHp4jwdVc+fOHXHdo83b1hYuXMiHPvShUfM888wz4+ot45577uEDH/jAZgU0jfQ57rPPPhx88MENQSuLFi2qBU/E43EefPDBhmUvuOCCht/Q7u7uTS7jcJ7n0d3dPabgiY2de8ODJ7aH4DAhxI5lwoMnRD1N1ejwR+nwR9mzdQYd6fJTvfPmzSPnFFiT3MDqxHpWJXpYk+hhTXIDjju2H3/dMutuIFffa+FyZSbQXr6pG+wc/AMVnd5ezY1hly8S2NHB06Z62SDYEa2l+VsHG/W6z2jYHibgr7/RW86g1eUdfnKGpwx29xWaPPheMzQ0o1oha7Jeyj1KlMvedHZ9Xrt6XAJ0hAe7Has+X21Fh3RFFmh86jo6bbC7LDNYf5O2Wkpf5RDZLc1uQNZ3daYZGq1zJjdm8zdue+hnZ4VsYHD7ug98lfLopo4ZLC/vsy0UFMwh+2L4LQY/ufLTQrX1VD5HX3DI9iOVPVMg2FVfwdF9Ru2csKMh7Gj9RZ+RLj3pDJa3YZ7V+DlX06ywn8EjDVrzU6LpevyV70Czec22WVU7Zwy97vwfmg7gG3KMFWUwoGO0bQ29CQCVAJph+dRhgROqohIwLYIhfzkIwrQIGn4CZjkoImgOvi/PLwdKaOr4LzwOFQgEtvhT3JvSs4GiKLWLuUMvMuq63rTLxC1t6PZ3NjvzvgkhhJh4pmbQFWyjK9jYzS+Ue7Doy8bZkBmgNxNnw6wBetMxNmQG6MvGcYbVQ6p1paFtFVXXsSOD9YFqM2JouwXKN1isaPlvnhUJYEXq6+hDA1ftIfW/YOdgfTLQHiLQHqrlHx7sWiunz6Bt9qSm84Zvd8bhzXsp8YXqL1APLROAValXm34foSH19Zbpgzc7TNtHoKO8nC9oEWgPD+5Lx+B+Eaqvo0entdfe65aJLzRYV6geQ03X69oXht+CtvI6Ddus5auUZPBdwKJjz6m1ddftY0sAu2Xw+AQntTR9X1U9RlZ4+LEq76cZHJYeGSxT9bNr9hmqmopZaZsNPY+Gf3aqbcKQ5Ye3FYdqndZBp7+FzkArHf4WOgJROvwttPujtFihza63b4pqHTAcDo+ar3qzZGidcWgdfHjX3mOhqmpDW8Pv92/2TdBqWYa2OUa62bMte1wbbksFTlRtymcghNg1qKrKPvvsM6FlOP/880cMnrj++uvp7e3l4YcfbphvGAZnnXXWtihizZZ+mr2/v3+Tl/3ud7+72YETML7eGUe7yT3W628jBZ+M9PcYtq+/YzNmzOCII44YNc/wgJHRpNNpLr744s2+2T/a57hw4cKG4InHH3+cFStWMHPmTH7729+Szzf2zL1gwYKGtIn6DmyJc08IIUYjvyQ7EL9hsUfrdPZoHez2y3Ed1qZ6WRHrZkW8m+WxbtYkN4xpDE8hxPZN1zT8uoXfKL+qQQ5+w8Zv+CqBEDb+SoBENRjC0s0t9pSZEEIIIcT2wqebTAl1MCXU+HSj67n0ZxP0ZsrBFBsqQRUbKv8ulIoTUGIhRtdih+kKtNIVbGVSoI2uQCudgVZa7FBtWDohhBBiVzJ//nymTZvG6tWr69KXL1/O448/zjPPPNP0ZvS73/1u2tvbG9K3pmg0ukXXN56b7MPdfvvtTdPf9ra38YUvfIGDDjqIjo6OWuDhNddcw//+7/9u8vaAUXt/Gut1yZECBDOZkYe1S6c3rXfuHcGf/vSnpr1x6LrO1VdfzZlnnsn06dNrwSWe5407mPTss8/mU5/6VF2AhOd5/PKXv+TKK69sOmTH29/+dvbcc8+G9In6DmyJc08IIUYjwRM7OE3VmB7uYnq4iyM4ACh3d7sqvp5lsTW8GVvLmwNrieW2XBdiQoiNUxTwaWZtaAurMs5wdZiL8vtqYEQlTyUtUAmWMDT5iRZCCCGEGAtVUWn3R2n3R9mLWXXzPM8jWciwIT1AT2agfpruJ1cqTEyhxS7B1IxyUEQlQGJSsJWuYBud/hZ8+ijd5AkhhBC7IEVROOecc/ja177WMG/RokU888wzTZfb1kN2QLkHhGAwSCqVqkuPRCLcf//9417fjBkzNqkc+Xy+6XAr4XCYP//5z00DFEYaLmNb6+zsbJr+yiuvjLjMq6++urWKM+GG9whR9fnPf54vfOELDemb8jm2tLRw6qmn8qtf/aoufdGiRSxcuJBHHnmkYZmFCxc2XdekSc17z5s/fz5f+tKXxl220YbjEEKIbUnuzO2ETM1gTus05rROq6UNZJMsj62tBVSsiHdTkrGehBiVooCtWwTN6lAXdq0XiGqPEAHTqgRDlKfVQAifbsrTYkIIIYQQ2wFFUQj7AoR9gbo2EgwGVvSk++lJD7A+3ce6VD/rUr1syMSkRz8xJooCrXaESYE2OgPl4TYmBdvoDLQStYLSLhBCCCHG4fzzz28aPPGzn/2s6TAB4XCYU045ZVsUrcERRxzBn/70p7q0eDyObdscdNBBY15PqVTa5OEG+vr6mqbvscceTQMnCoUCDzzwwCZta0s75JBD+PGPf9yQfv/993PDDTc07UXgvvvu2xZFmxAjfZYjnUv33HPPJm1n4cKFDcETzz77LF/+8pcben/w+/2ceeaZTdfzlre8hVAo1DD8yosvvsjBBx88rmHPNuc7IIQQW5r8Gu0iWuwQLfZcDpw8FygP97Eq0VMZ6mMtb8a6WZ9q/sdZiJ2NqRtEfUGiVoioFSLiCxKxgoR9AUKmn7AvSMj0EzAtudAphBBCCLETGxpYsfuQ4REBik6JDZkYa5Mb6E5tYG2ylzXJDfRmBpCYil2Poii02RHa/VE6/FE6Ai10BVrp8LfQ7o9Kr3FCCCHEFrLvvvvylre8heeee64uPRaLNc1/xhlnYNv2NihZo1NPPbUheALgQx/6EH/+85/p6uoacdlSqcSjjz7KzTffTDgcbhpEMBbBYLBp+ssvv0x3dzeTJ0+upXmexyc/+UlWrVq1Sdva0o477jhUVcV13br0F198kR/84AdccskldemvvfYa3/3ud7dlEbepkT7LRx55hJNOOqkubenSpXzuc5/bpO0cf/zxTJkyhbVr19al33TTTQ153/e+9xEOh5uuR9d1TjzxRH75y1/WpW/YsIGLLrqIW265BcMwRixHIpHg/vvv5wc/+AEf+chHuPDCCzdhb4QQYsuT1v0uSlM1ZkUnMys6maNmvhWAbDHHivg6VsbXsTKxnlXxdfSkBya4pEKMn234at02t9kR2uwIrXaY1srU1n0y/pkQQgghhBiVoelMCbUzJdQO7F1Lz5cKrE72sDrRw6r4elYm1rE2uQFn2EVfsWNRFIWoFaTFCtNqh2ttieq01Q6jqSOPryyEEEKILee8885rCJ4YLe9EWbhwITfccAMrV66sS//Pf/7D7NmzOffcczn88MOZOnUqAAMDA7z66qs888wzLF68uBYQsjk3jcPhMDNnzmTFihV16el0mne+8518+tOfZvfdd2fdunXcfPPNPProo5u8rS1t1qxZnHDCCU17wviv//ovnnrqKU477TRs2+bf//433/zmN0kkEhNQ0m1jpGErvvvd75JOpznxxBOxbZvHHnuMG2+8saHHh7HSNI0LLriAr3zlK3XpzXrdG2nIjqovfOEL3H333Q0BMD/72c94+OGH+dCHPsS8efOYNGkSuVyOvr4+XnzxRf7973/zt7/9jUKhPITihz/84U3aFyGE2BokeELU2IbFXu2z2Kt9Vi0tVyqwKrGetckNlVcva5I9ZIv5iSuoEEDAtOkMtNDhL3eL2xVood3fQoc/it+wJDhCCCGEEEJsFT7dZE7LNOa0DA4BUnRKrK707PdmbC3LBtbQm4lNXCFFHdvwEfGVe5qr9jpX7YGupdIbXdQKoanS65wQQgixPTjnnHP47Gc/23BDdripU6cyf/78bVOoJnw+H7fccgvvec97GoY7yGQy3Hzzzdx8881bvRxnn312w41wgNdff52Pf/zjDenNhlqYKF/72td4+OGHazfRq1zX5ac//Sk//elPJ6hk294pp5xCMBgklUrVpbuuy49//OOG3kk253NcsGBB03NmqJkzZ3L00UePmmefffbh6quv5tprr22Y193dzXXXXbdJ5RNCiIkkwRNiVJZuskfrdPYY0oWt53nEcinWp/sq4wL3sz7dx/pUP/3ZBK4nT1yJLcPUDTr9LXQF2+iqjB3c6W+lM9BCwJyY7viEEEIIIYQYztB0dmuZwm4tU5hPeUzieD7FsoE1LBtYw2v9q1gZX9f0aS4xfooCwSHD7VWH3wvVpn5CZqCWLkNqCCGEEDuWKVOmcMwxx/Dwww+Pmu+cc85BneDgx+OOO4477riDD3/4w2Sz2Qkpw5VXXsmiRYsaep9o5h3veAfvfOc7ueGGG7ZByTZun3324bvf/S4XX3zxmPJ/6lOf4lvf+tZWLtXEaGtr44tf/CJXXHHFRvOqqsovfvELTj755E3a1ty5czn88MN5/PHHR8xz4YUXjukBxWuuuYZYLMZ3vvOdTSqLEEJsb+QKghg3RVFosUO02KG6XioAHNcllkvSl43Tm4nRm4nRn0vQn00wkE0wkEviuM7EFFxslyzdLI8THIjSbkfpCpbHDe4KtBL2BaQHCSGEEEIIsUOK+IIcOGkuB06aC5R79XujfxWv9a/ilb6VrIh3SzBFE+XhM0K02xFa/ZFazxAtVqjcY4QvRND0Sy8RQgghxE7uvPPO22jwxEQO2THU2Wefzf7778+ll146rmExTNPkxBNP3OjQCBvT0tLCn/70J0466STeeOONEfOdeOKJ/OxnP+PGG2/crO1taR//+MfRNI3LLruMTCbTNI+u63zuc5/j2muv3WmDJ6AcHNLX18f1118/Yp5wOMzNN9/MSSedtFnbWrhw4YjBE4qijGs4mW9/+9scddRRXHnllbz22mtjXq61tZUPfOADHHXUUWNeRgghtjYJnhBblKaqtPkjtPkj7Nk2o2G+67mkClkGcgniuRQDuSSxXJKBXJJ4ZRrLpciXCk3WLnZEtuEjaoVotcO02VHa7DCtdoQ2O0JHIErAsCVAQgghhBBC7PQs3WSfzjns0zkHgGwxx2v9q3i5bwUv9y6nO9k7wSXctvyGxdRQB5OCbXQF2+is9DTXbkfQVG2iiyeEEEKICXbGGWdwySWXjHgzfb/99mP//fffxqUa2T777MOSJUt49tln+e1vf8vjjz/Oq6++ysDAAJlMhmAwSGtrK3vuuSf77bcfRx11FEcddRShUGiLbH+vvfbiueee4wc/+AG/+c1veOmll8jlckyaNIkDDjiA888/n/e9733b7XXYj370oxx//PF873vf44EHHmDlypUATJs2jeOOO46LLrqI/fbbb4JLuW1cd911nHrqqdx00008+uijrF+/nmAwyPTp0znppJO46KKLmDGj8d7LeJ111ll88pOfbNpjyjvf+U5mz549rvWddtppnHrqqfzpT3/iwQcf5PHHH2f16tUMDAxQKpUIhUJMmjSJvfbaiwMOOIBjjjmGww47DF2X25RCiO2L4k3Aoy7XX389xWIRwzC46qqrtvXmdxiu67J06VIA5s2bN+FdkG1L2WJ+SGBFgoFsZZpLMpAt92RRcIoTXcwdlodHLpsDwLItFMZfadY1jbAZIGIFa+MGR3zBunGDW+wwlm5u6eKL7diu/Lslti45t8TW4Lou119/PY7jSL1UbHO7cptIftObi+dTvNK7ohJM8SYD2e1jHOrNpSjQGWhjRriL6ZEupoU6mRLqkF7mxLjJb4cQYrzkd2NsduV6qRBCCCHEcBLSJbZLtuHDNnxMCbU3ne95HulijoFsgr5snP5snL5sojzNxOnNxsgW89u41Ds+Szdr4wQPHTd4+PuwGcDSTbnYKYQQQgghxBYS8QU5dOo+HDp1HzzPY0NmgFf6VvBK30pe6V1BqtD8qcvtTbs/yszoZGZFJjMzOpnp4S4JqBZCCCGEEEIIIcQOQYInxA5JURSCpk3QtJke6WqaJ1vM0VsJpujLxunNxCqBFgl6M7FdZmgQn24S8QWI+IJ1gRCx9X0EdIv95+5DxAoSNP2YmjHRxRVCCCGEEGKXpygKnYFWOgOtHDnjQDzPY12qj9cHVvF6/2pe61/FQDYx0cUkYgWZEZlUC5SYGZlM0LQnulhCCCGEEEIIIYQQm0SCJ8ROyzYsphsW08ONwRWe55Ep5ujPJujPxRnIJivvEwxkE8TzKeL5FCXHmYCSb1x1yIyhPUFErABhX5CwGSBsldPCvgC+Jk95ua7L0ny528KZkcnSbaEQQgghhBDbMUVRmBxqZ3KonSNnHAhAPJdiRby7/IqtY01yA7Hc1hnqQ1NVOvwtTA11MC3cxfRwJ9MiXUR8wa2yPSGEEEIIIYQQQoiJIMETYpekKAoB0yYwSs8V1QCLeD5NIp8iVciQKmRJF7OkC1lShSy5UoGcU6DgFMrvSwUc18XxHBzPxfVcHNcFQFVUVEWpTQ1Vx9QMTE3H0AxMVccyfPgNC7/uwzYsbN1X6WHDX3nZBAxbhswQQgghhBBiFxexguxv7cH+XXvU0nKlAutSfaxP97EhHasFhZfbM1mKTomiW6LkOpRcp9YeKU8NwpUe6yK+IFErSLu/hUnBVtrsKJoEXAshhBBCCCGEEGInJ8ETQoxgaIDFlFD7RBdHCCGEEEIIIUZl6SazopOZFZ080UURQgghhBBiQtx2220sXLhws9axePFi5s+fv2UKJIQQYocij44IIYQQQgghhBBCCCGEEEIIIYQQYpcmwRNCCCGEEEIIIYQQQgghhBBCCCGE2KVJ8IQQQgghhBBCCCGEEEIIIYTY4S1YsADP8zbrJUN2CCHErkuCJ4QQQgghhBBCCCGEEEIIIYQQQgixS5PgCSGEEEIIIYQQQgghhBBCCCGEEELs0iR4QgghhBBCCCGEEEIIIYQQQgghhBC7NAmeEEIIIYQQQgghhBBCCCGEEEIIIcQuTZ/oAgghth7P83A9D0VRUABFUSa6SEIIIYQQQohtyPU8aQsIIYQQQgghhBBCjIEETwgxgYqOQ7ZUIFPIl6fF8itXKpIrFsiVSuSdItligXzlfcEpUXQciq5D0XEoOCVKrkPJdXE9rxIwUXk/bHsKoCoKiqKQzWRRFYXw6ucxNA1T09BUDUPVMDQNQ9PxaTo+XcfUdCzNwNTLaZZhYulG7WXrQ/5tGOiqNhGHUwghhBBCiF2C63n0Z1OsS8boTsboz6aJ5zLE81kSuQy5UpGS61JyHRyv3CrwaTpmpW4fMHxELJuI5Sdq+YlaAbqCYToDEYKmTwIthBBCCCGEEEIIsUuS4AkhNpPneeSdEulCnkwxT6ZYIF3Iky7myRQq/668L0/L/04X8xQdZ9uWFcoXTz2XkueCB+liDopb9uKooWpYRjmowq5NhwZcmFjG0MALHV/lva/y3tINDFWTC7dCCCGEEGKXl8hnWdbfw7L+Ht4Y6GFtYoC8UxrXOvJOqbZMHymIN88XMEw6gxGmhFqYFm5hariFKeEW/IZvc3dDCCGEEEIIIYQQYrsmwRNil+Z5HkXXKff0UCqSLxXJFotkS4VKzw/l99W0bLFAulggW8yTrfQSkS0Wak9zibKi61DMOyTzuc1aj6oo5V4vdAOz0guGTzNqvWEYmoZPMzA1DbM2Lc+rPlVXfg1JH/LSVVWCM4QQQgghxHanUCrxat86lm5Yw0sb1rA+ldhm204XC7w5sIE3BzbUpbf7g8yItDM90sr0SBszIm0EfdY2K5cQQgghhBBCCCHE1ibBE2KH5HkeBadUC14YGuBQHfIiOyQgoi44ojKtvncl8GG75Xpe7bPbGsrBGeXAC0vXK9NycEY1YMPSDWzDxG+YWMN60ggYPgKmD0s3JAhDCCGEEEJsloFsmv+sW8lz61fxRt96iu627aVuY3ozKXozKZ7uXl5La7UDzIi0MT3SxvRIK1PDrUQtv9SNhRBCCCGEEEIIsUOS4AmxXfA8j0wxTyKfI5HPkqxNsyTy2cFhMCpDYmSKeUquO9HFFju4cnBGiVypRCK/6etRFaUWSFF9hUyLkM8enPqs2vuA6UOVC8pCCCGEELs0z/NYl4rzTPcK/rNuJSvjfRNdpHHrz6bpz6Z5dt3KWlrAMJkabmVquIVJoSiTgxEmh6IETOmlQgghhBBCCCGEENs3CZ4Q24Tjugxk0/SkEwxULrDFcuXpQOW1vT1ZJcRYuZ5HspAjWRjbMCWaohDy2UQsm4jlJ+Lzl9/7/ERtPxHLT4vlx2/45Kk9IYQQQoidiOd5rIz38Uz3Cp7tXkFPetsNx7GtpIsFXu1bx6t96+rSA6aPDn+INn+IjkCIdn+QiOUnagWIWn78hil1XyGEEELs0hYsWMDtt9/ekL548WLmz59fl7ZkyRKOPvrohrwXXnght91221YqoRBCCLHzk+AJscV4nkcsl6E7GaMnnaAnnWBDOsGGdJK+TBJHhscQAgCn8l2J5TLAyE8YGqpGxLKJWoFaQEXUHrzAHLHKQRe6qm27wgshhBBCiHFxXJfX+tbx3LqVPLduZaUOuOtJF/KkC3mWx3qbzjdUjYDpI2haBE0fAdMaMmReeWrqOj6tPMyeqZVfvuq0MgyfrqoShCGEEELsYEb6290saGC4a6+9li9+8YsN6UcddRRLlizZAqUTQgghxK5EgifEuHmeRzyfZU2in+5krPZal4qRK5UmunhC7DSKrlMbW3o0IZ9V672iGlgRtuzy1GcTrgwbIkEWQgghhBDbRrqQY+mGtby4fjUv9qwmXSxMdJG2e0XXGRJgvOk0RcGnG5iajm2Y2LqB3/DhN0xsw6wbUi/ssyu9X/jRVHUL7YkQQgghhBBCCCF2VBI8IUbluC7rU3FWJfpZk+hndbyfNYmBMQ9PIITY+pL5HMl8jtUb6fU5YPqI1IIpbIKmr3Lh2CZYuYAc9FkEDB+2YaLKE3tCCCGEEGPiuC4rYr283NvN0p7VLI/14krPexPC8TwyxQKZYmHMgRgKEPbZRG0/7dWhRfwh2gMhOgNhopZferMQQgghhBBCCCF2ARI8IWqKjsPa5ACr4n2sjPexKt7H2kSMoutMdNGEEFtAtavktcnYRvOqikLA8BEwh7wqT+z5h05Ns/beNkx8qvxZEUIIIcTOr+CUWBnr5c2BDbzat47X+9aTd6QXvh2VB8TzWeL5LCtijcPqWbpOZyDCpGCESaEIk4NRJoeitAfCEnAshBBCiAlx4IEH8te//rUhvaurawJKI4QQQuw85C7XLqoaKLEy1lsJlCj3KOF47kQXTQixHXA9j2Qhtwm9zHgUcwVMTaOj51X8holV6S7ZHjK1hoxdbQ2ZV85ryljVQgghhNhuFJwS3ckYaxL9rIr38+bABtYk+nGkZ4ldRq5UYmXlIYOhDFWjKxhhSjjK1FALU8ItTAm1SE8VQgghhNjqIpEIRxxxxEQXQwghhNjpSPDELqBQKrEmWb7QtzLex8pYH93JAbnYJ4TYKkqeS6nk0pOOU+4Eefw0RcU2DCzdqA+0MMr/tnSjFmxRfW/X3g8GZMjY1UIIIYQYq2yxQE86wfpUnPWpOOsqr/WpuAzBIZoqug6rE/2sTvTXpdu6wZRwC5NDUaaEWpgUjNAVjEhQhRBCCCGEEEIIsZ2T4ImdTLqQZ3Win1XxPlZXgiV60gm52CeE2KE4nkuqkCdVyG/WegxVwxrSw4WlG5UAjHJaNeCi+qoLwDAqARq6BGEIIYQQOwPHdRnIpunNJOnPpujNpOjNJOlNJ9mQSZLezHqHEFXZUpE3+nt4o7+nLt3SDSYFI3QGwnQEwnQGwnQGw7TZQQKmTwIrhBBCiG3A8zyWLVvGU089xVNPPcWzzz7LqlWrWLduHZlMBsdxCAaDtLa2Mm/ePA499FDOOecc5syZs9F1N/tbPnPmTJYvXw7Agw8+yB133METTzxBd3c32WyWa665hmuvvXbc+7FkyRKOPvrohvQLL7yQ2267rSF91qxZrFixoiHdq9w3eOONN7j55pt54IEHWLlyJYVCgSlTpnDsscfyqU99irlz546pXKVSidtuu41Fixbx4osvEovF6Orq4sADD+S8887jjDPOQFEUFixYwO23396w/OLFi5k/f/6o20gkEixatIglS5bw9NNP09vbSyKRIBqNMnnyZI488khOPfVU3vWud220vBsrRzwe55ZbbuG3v/0tr776KvF4nPb2dg4//HAuuuiiMW1DCCHEjkWCJ3ZQ1a5ju5Mx1iYGWJMcoDsZI5bLTHTRhBBiu1F0HYp5h2R+vMOP1BsehGEbzXu/qA47Us4zpJeMynsZE1sIIYTYelzPI57L0JtJ0pdJVV5J+rLl97FcRoLKxYTKlYosj/WyPNbbMM+n6bT6g7TaAVrsABGfn4hlE7X8hHw2QdMiZFqYulzGEUIIITbHn//8Z0444YRR88RiMWKxGMuWLeP+++/nmmuu4dxzz+XGG2+kpaVl3NvMZrMsXLiQX/7yl5ta7K3quuuu40tf+hL5fH0w8RtvvMEbb7zBrbfeyi233ML5558/6nqWLVvGGWecwbPPPluXvnLlSlauXMm9997Lsccey89//vNNKqfjOFx33XV885vfJJFINMzv7e2lt7eX559/nu9///sceuih/OQnP2G//fbbpO39/ve/56KLLmLdunV16WvXruU3v/kNv/nNb7j44ov53ve+J0GwQgixE5FW93bM8zxSxTz9hSx9K15hQybJ+lScnlSCvmxKLvwJIcQ2sqWCMCxdrwVUWLVgC2NI7xdmXc8Ylq7jq8yrTi3NwNA0aZQJIYTYJRVKJXoz5Z4ietPJcs8RmSQb0uXeJEquO9FFFGKT5Ic8IDEaU9MJmD78uonfNIf0mGZW6ovl+qap6fh0HZ9Wrk+aml57+TQdU9cxVKlTCiGE2PV4m3BN3fM87rzzTl544QX+9re/EQgExrys4zh88IMf5L777hv3dreFj370o/zkJz8ZNU+xWGThwoXsvffeHHzwwU3zrFq1ivnz57Nq1apR1/WXv/yF448/nt12221c5UwkEpx88sk89thjY17mX//6F29/+9v51a9+xXve855xbe+OO+7gjjvuwHGcUfP94Ac/YI899uDyyy8f1/qFEEJsvyR4YgJ5nke6kKc/m6Yvm6Q/k6Yvm6K/8pRUbyZJLJUEwO6xgE27qFHM5lA0Fd00AXCKJUqVKFIzUB5zNRtLkI0lCLS3ouoamd5+PEXBKxYJTe6klCtQzOUwA34K6QzrX3iVKQfsg2polDJ5rNYwmb4YxWwOVVfRLQtVVclnc7iFAqGuTjzHwfM8TL9NMZcnsWY9nqrQttu0WtlyyRSZDX0omoZuW+RiCXzhIJ7r4ToOPr9NqVikmM2WtxsJ4wsFMIN+sv1xFE0hl0zjlRx0y0TVdDIb+vFFQ+i2D6/koWgKVihILpHAc8FuiVDKF0ABw/KRj6dI98dxXQc7HMQM+tFNk0Imiy/oJzMQx26JkBtIoNs+3KJDIZPFsH1kBhIYlokvHEQzdHKJNLrpIxeLo/oMNEPDyRfRfT5UTaWQzVFIpzH8fjK9MVRDxQwF8Nl+fKEAiqbiFIqoukYuniKXSKCoGngeZsACTyG5oR9FU8Fx8TwXKxpCUVQKyTTBrnacYgnPdSlkcgTaohRzeZLrN5T3o72Vlskd4HpY0QjxVd0YARs3XyQ0pYNMXwzdttANHQ/IxOJke2P4QgF0yyTY0U6ipxevWELRNRQgOn0K2Vic5PpenEIRuyWKHQ3hFIqgQD6ZppBME5rSST6eJtAexauci8V0Fsd1KeWyeI6LGQyQXN9LqnsDgc5WNN3A395CIZnCFw6WT3BFJZ9M4xTzKF7lO6Kq2C1hFA+MgE0hm8MrlkBRKWQyBNtbKObyOMUS+XgSKxqhkMngOg5WMEB6Qz+6308uHsewLMygH03XMYN+DNsCoO/1FfjCAXKJFKV8nkB7K3Y0TC6ZJtsXwwoHCXa1s+HVZWg+EydfIJdIMWnfPckOJNFMHVyPYi6P6jMpJjNEpk3CsH0UM1lyqTSKqpLp7QdVw44ECXa0oQwZPsLzPHKJJKqqYtgW+XQGVdMo5fKU8gX8rVF0y0chnUEzdAbeXEN4Whe+YKDutyHTHwPPQzd9WJEgqq6TT6RwPbf83VQUcN3y55fKYEfDlWNewt8awSkU8Vy3/B0NBymkyj3g5Db0Ax7+1hZMv00+mQIU3JJDqZDHcz3MgB/XcVAq+2BYvtq+FdIZPNdF0VTSPf20zJwKQCGTxQz4KeXyqJqGZhq1Y+I6Dpm+GJppYPgtCqkMnutht4RRNa3xN7i3HyscRPeVj1M+kUL3Wzi5AsGu9nI+16WQyaIa5c8MRcGrNJw0wyATi2P4fFiREIV0hlK+gN0SqV2Idh2HXCKJoqiU/BYpymWq7mv5d7lIPplGt33geJhB/6i/66qiYGo6Sq6APxDA77NwszkikQi26UN1PUqZHH7bpiUaHbxIrukYmo7qehRyOdpb2yoX0TUMTUdXNQxNw1C1uqFKYrEY6XSaKVOmNFxgLxaLJJNJWltbRy2z53kMDAzg9/tJpVIUCgX8fj/RaHTU5baGbDZLqVQiFAo1zOvv7ycUCmEYRpMlN0/1GEQiEbRh5+PWtq22PdbzQQghRlLtPaIvk6Ivm6oLkFjX18f6nvX4O1pJrushn8hgRYNopoGmaljRMACZvgEyA3FaZ89AAeKru/FFw5X6MqT7B7DDQQq5PKVsDl/QT6CjjVK22kayySXTOIUCoa4OSvkCuXgCXyiIqmkUslkKyTT+1iieqpBc24NhWditYYrZPKqm4jkO8Q19DLy2gtZZ02iZM5PYspVYbVEUzyu3yTI5PM8l0NFGbM167LYIuqrRt2IVqmbQuts0Vv37PxQyGdpnz8TDQ1VVNFPH82D9S2+A69EybRLJ3gGyfQPscdyRGH6TNU8+j9XeilMoUkgkyCezzD3hnaQGYmx48TUK+QKmZeJviYIC4SmTKBULxF5fiREJopk+0t09dOyzO26uSCaRxM3nCc+YRmzVGrIbBuh8y1y8TJHu55YS2W0q7bvPIrF6HblEkt2OOASAQjpDtj+OLxIktb6PfCaDPxoGVSUfTxKdMRXN0Ol/cyW5RBoz4EezfBQSSdrmzMRxXHpfeYPJ+88l3TNAPpVG9xlEZ04l0d1Den0fdnuUyNTJZAfiWJEwTqHAhtfeJLm+j+jkLqYcsBcbXnsTXziIrusYfhuA9IYBUhv6UDQVM2BTzBdR8AhN7iD25hqKuRzR6VNpmzODZE8fKhDobCPV00t8TQ8de8zEKZZI9w/gFkv4W6OgqCiqgm4YGAGbVE8fhuVD0TVyA3GiM6biui6p9b0Ukin0QBBNL7ddPMdFMw1yiSS6z4fnuph+u1znNXQ0w8Atlejf0EcmFCQbTxDoaEMBsgMJdL+FWWmruI5DMZvDsHyU8gXMgJ/kuh5Uw6BUKJJcu57J++2FbhqQzWOoGuFImFIyiz9gE/IHUByPgGVhqDrhYJBSOktbWxt+01cL/HXyBfyGSSQUJptM0dHaxrrubsLhMKZpUiqVsG2bRCJBS0tLQ11kYGCAQCCAWbke0EwulyOfzxOJRBrm9fX1USwWmTRpElC+ORWPx2vbCofD6GPoqaNaT9J1nf7+fmbNmlWbN9a6YSKRwDAMbNtuWG80GkUdNgzg9lJnKpVKJBKJCS+HEELsKJ599lmuvvpqvvnNb455mdWrV7N69eqtWKrNs7HAiSrHcfif//kfHn744YZ5nuexYMGCjQZOVD3//PM8//zzYy6j4ziceeaZ4wqcqEqlUpx55pk88cQT7LPPPmNe7tZbbx1z3muvvZaLLrpoXEE1Qgghtl8THjzh7mRPBhWcEulCnnQxX55W3ifzORL5LPF8hkQuSyJffjneKPvvDXuvjD8q9pUHlvDy7/+CoqoceMHpWJEQ//rBz8vBAkDLbtPQfCa9Ly8b97pfvPuBcS8zkkM+djarnniGdc+9vMXWuUkUBaRHj82iqCreJnyvdctHKbflx5lWdQ23NHqE8HjsdepxvHL/I3jO1vnt6nrLXqwf4Xug+UyOufq/8Le1UMrl+evXf0xizfryzBHOXbs1QrY/Xpe229GH4wv5efm+vzRuwzQIT5/CwBuNYyCOhaJptcCCocb6Oez7/vcw88hDePy7t9G/bGX9ulUVXzRErj+OLxIiH0+i6jpvXfh+ph60L8nuHh694QflQJ0m+/XOz36M8NTyhdVCKsNfrv1OOdBDgc795tLzn1fqlvGFgxx55cd54v9uJ7Vuw0bL7m9vLQe7UL6wPv9zl5Ltj/HXr99MMZMdsh8Kngd7n3oce55wFN3PvsS/b15Ud0517DWHwy49H81o/mfa9Twe/+ldrPzH02g+EzsaJrW+l0BXO3uddAzP3HEPbrF8HGYddRhvOfvk2rLx1d08fuPt5BMpuvaby6EfP6chsARAQcHQdJ7/1R94+aFy4zTc1cFZ1/8//IEAuqrSu3w1d3/5W2QSSfZ+28Gc9/8+hWHo6IqKpmroqoququRSab71mc+z4tXXG87V97zvNP7rqivRVQ1NUdAqgRvl9yq6oqGpCgqQLhVQUcgUcuiajqaoqIoyricmf//733P55ZeTz+e57LLLuOKKK4ByQ/ziiy/mj3/8I21tbdxxxx3sv//+Y17vxqTTac4991yeeuopZsyYwS9/+UumTZu2xdY/mkwmw3nnnce///1vZsyYwaJFi5gxY8YW386LL77I+eefz4YNGzjuuOO4+eabx3TDYiLtbPVQsePaVc7FglMimc8Sy2Z4PdFLqlTgtZeyxPIZYrkMA9k0A9l00zbSqn89x9O33l3fRhqmZfZ0nHyRxJpKt7qKUo4/d8dZv1eV2jKqoeMWS+NbfitYzt9HmTdozRPPjJhv2UN/Hfd2X7rnwRHnvfaHRwb/sbh+3n/u/B27v+tIXv/z+LfZzHObsexTW6QEFUPOjY1SaDhfNdPAKZVGXIeq67ilwfOt2kbSfCZ7njifl+/7S11dW9E1dJ+PYrocvDz35GOYdvD+/OM7t5IdiNfaZiOdx3ZrlGx/rLJxtRww3WQ/feEg+USK8NRJvP3yhfiCAV7906O8dO/DoCj426JkNvTXtwUq6zAsi2IuhxXwk0tnaOnq4NIbruGPd/ySp5b8lUA4xJVfu469998XXdUqLxVd1fjnY3/ly//zOfK5PGdfeAH//Zkr6M9nUBSFiz/xCe6/914ADjnsUG74+tdYeN75rFq5inA4TCKRoKOjg9t/dgfz9p6HoihNh9AbGBjg7LPP5sUXX6ylzZo1i0cffZRLL72U+++/n5aWFm6//XYOPPDApp/bV77yFb73ve/h8/m46aabeM973lO33j333JNFixbR2dkJlG8YnX/++fT19fHud7+bH/3oR9s8sBbgpZde4rzzzqOnp4ejjz6aW265ZasEEAsxkYbWsXaV+tbmcF237vdwrDo6Omq/cVva0UcfvVXW29HRwcEHH8whhxzC5MmTiUajRKNR/H4/uVyOnp4ennzySW699daG4SF+9KMfcc011xAOh8e1TUVROPPMMzn11FPp7Oxk7dq1PPbYYxPyUMlwlmVx2WWXMX/+fJLJJF/96ld58sknG/I98sgjdHd3M3ny5Lr03/3udzzyyCMN+QHmzZvHZZddxuzZs1m5ciX/93//x9NPPz2u8v3kJz/hwQcb66U+n49zzz2XY489ls7OTtasWcPPf/5zHnroobp8qVSKj3zkIzz++OPj2i7A2WefzZlnnollWdx+++3cddddDXkSiQS///3v+eAHPzju9QshhNj+KN6m9FO1ma6//nqKxSKapnHaaadt683XxAs54sUcrufheG5lWn7veC4lz6XkNk6LrkPeLVF0HQrVl1OelkYLhtjGCqk0S77w7dq/dcuH3RYlWb3Zuh2pPpkvxHZvggNsJh+0L/uddxorH/s3L49yMXtHtuepx/PqvQ9tPGOFGQow/38v58nv30n/a8tHzNe21xwO+tjZALz06z+y6u8bv5QenjGFxMq1Yy7LUHudcQIDb6xk/bNLm2dQYP6XPsXjX7+ZfDzZMHvfc05hyiHNb97H3lzFv268vek8I+CvXUCvetunP1ILHHn65l/Su/S12ry3LDiDrrfs3XRd+WSKR6/+Tl3a3NPfxcx3HgrAUz/6BX1Dgu8O+PCZdO67Z8N6lj38d17/w+KG9Kq3X/kxgpM7Rpy/MaqioFK+IF59aSi1i+Rq5b2mKNz9mS+TT6Vry37wq58j1NLCqv+8xJ/+75Za+vR95nL6py6p3HcrB28oSvnd0DR1WBrQsAzAPx/8C3/62eDYpoccexSnfugCqNzXqyxZng5ZF7V5g+saetl/6DaH5laG/OtvDz7Mb356R22Ztx0zn7M//uG6NQ3fbv02Bjcw2ra/d/3XeP6pwZt2H//Mpzjo8MPq1jj02NTW07BdpbbOZsdlcN/qt193zJoeQ4Xh90wU4IE/PIBScjAMg6uuugohtpXtpU00Vr35NEXXxa20iRzPq7SPym2gchtpsF1UcEvknBJZp0jOKb8vuJse0Lr489+kmM5uPKMQOylFU8cUwN11wN6sf/alrVaO2e8+khlHHsKSL3xr1GCm0bTNnU3fK4N1yJbdZ3LIpY1jqD/2pZvIDQkEf8f/u5hAZxu5WILHvnhjXd6O/eay4flXhq+Cjn335MAPn1n7twqgVOppKLz+58d49YElDcvNfuehLHvsX7V/d82dzXGf/CiKUq17qqgKpPoG+NVVN9TyBVoifPgb/8u/f/8gj/9u8IGTt733XRxz1uloisovvnYjbzw/eHPygiv+m3kHH4hWqVdW67PV98PrnGqlZlMOBhnMU9m1EetVdWnAt67/Ck/9c3Af//vKT3P4Ee8YrEMpQ+uUm1bPalZXVYetv7p8db+FENve7373OxzHoVAocP311497+WuuuYZrr712s8qwNYaROuqoo1iyZElDuuM4Yw5au/vuuznzzDMb0h944IGmw0CMtB+KovDLX/6SD3zgA6Nub8GCBdx+e+P1nsWLFzN//vy6tCVLljQNLrnwwgu57bbbGtJnzZrFihWND0vpus7ixYs54ogjamnJZJKDDjqI1157rSH/vffeyymnnFKXdvzxxzftkeKggw7isccew+8f7GG1UChw/PHHj9iLxPB9dV2XmTNnNvTeYds2f/7zn+vKXXX55Zfzne98pyH94Ycf5thjj61LG+mYQzlA8rOf/Wxd2jnnnMOiRYuabvNb3/pW0/UIIYTYsWzfjwNuZbqq4lN1XFwcT8VxXVy82nvNc9EUF8110RQHzS3feCk/5TrYUK3+hwKu4+FuNz0XKHU3ehVVrevyf7siDWQhxkSpNO4UbTO/y9trLyuKgqKO7/eg+rumbKThO3S9G8s73nwjbW/0fSnf0B/pd3m03+tR5zX5PVWUwfzqsHNn3Osakn/4spuyL+X54/zMqVy0VlRUKE+HBEoMDaKoBk5U0+sukCgKPs3AVDVMvf4pO13VMDVtxCCJ6kXq6jFSaxeMBy/GVx94VlAwh/XAYGg6vur3ue5i89DggGox6y+A1/7fLBBhyL5V3w/fN0PTMFV92IX0JsERQzIMn1vdt6Hl1bX6ffTpOtaQtMbAiGGBEE0u0DdenG+8AdDsonyz9TbsQ2WqebD9hL4Ksf3yqToqDo6noinl4AnNdcrtI9cdvNE35PfPA9zK3VWvFqS+ifUPZTttxwixrYylzaxsvN612cVQ1Uodofot34R1DK+PjnSjqaGuWf2bP3oddShVVTFUrVYXGB4Ma2jNL4sZw+pP2pC6Ye26EOW65PDtmZqGMazup2ta+XdUUdD1+jaGaej4VA1VUSsBFOX6bTVQolrmofVPtbYvwJD9qdWNxhD4MHzffXp5qD+qx2rYckPXNjzAorG2Wp1XX/faGjdHhRBivIYOH3Xvvffy8MMP89JLL7Fq1SpSqRTZ7MYDdp9++ummwRMjWbBgwUYDJybKhz70oYYAhFAoxCmnnNJ0eJLhARi5XI5HH3206bq//e1v1wVOAJimyf/93/+NubfPJ598sumwJ+edd17TwAmAK664omnwxL333tsQPDGSvffem8985jMN6SMFTzQLTBFCCLFjmtDgCVVVmTdv3kQWYYvzPI+8UyJdyJEuFMgUB4ftiOezJHKZ8jSfJZ7Lki7mRlkZZHPl+bZl1d/RGAPbttjvzBN54dd/QtU1DrzgdHzhIP/8/p3lruopdw2v2xbdz4y/S7Yt6dCPn8PqJ55h1RPPbtoKttCN4E0dcmKr2V5vcI9ieFezY2WGAhSS6Y1nHKct2quJorD/We/lhd88WBsSYUub9ra3svqJ5l3XmUE/+51xApZtMeeoQ1n39IsMVIa2GOlJtNCkDpLDhpyYe9LRGH4/L/z6j4Nd81YYfpuW2dPpeeHVckLlgtyInRQNO0dHGn5Ft0xKuY18DorCAeeeyrTDDmDglTfpWVof3a7qGoHONpJre/B3tJLti6GZBgeedxq2bXHguafy6A3fp5hp/F01AjZvOesk7Mo40Pue/i56nn+FXKU746mH7Mfqfz5Xt4y/o5XDPn4O//r+ncRWrKkNt6Eo4DXpajk8bRKJ1eVuwiMzpjDnnYeR239vYm+sJFftWUJRUHUNPI993v8ewm0tHHj+6fzrBz/HGXJOTT5wHrMOP7DpcBoA9l5zmH3M21m2+HHMoB+7NUJ8xVoiM6aw18nH8vRP76aYLR+HPU54J51zBodo2PeME3iiu4dMX4xpB+/HjIP3qw+IQMFQNQxNw2hp48DT38Mz9/wRgPaZ0znh9FOxLAtdVdn94x/hF1/+BvENfRx07Ds5533vx9B0tMpF6vLwGyqleYfyzdV9LH3mWVRNwx3S3fTZCy/kY2d/pDwER2WYD01Ra8tWpwrw+quvoSoK8/beu2Hc6LF6p6+D//qv/yKbzfI///M/fOysDwPgvcvDt6aPX//610yZMoWbv30jc+fO3aRtNPP+Q44kvmw1jz76KHvvvTc3Xv9Vurq6ttj6R/OuAw5l3WvLWLx4MXPnzuWb193Q0MXmljDrq1/jwgsvZNWqVZx22ml86uOXbvLntK24rsvv77tvooshdnE7Y5toJJ7nkSkWSOQyPPfKS6RLBYLtrcTzWWK5DP3ZFP3ZNJliY13iwPNP498/WjRqXb1j3u44xSL9r5UvXCqqCpqKN85hNxRdw6sMN6bbFqVcbvAe8dChDcSo9jr1OF6+t/EJxB3ZeIZxaVY/1/0WTqmEV2iyDkVB95l1dWkzFKCYzmDYNnudehwv/vqPdUPUaT4T02+THYiDAvt+4EQmv2VvUmt7SK3bUGubjVRHD03uINm9oWHfVF3HdZxasIIdjZDpG6B1zgzmvutIDNtiv7Pey4u//iOoKsGONhJr1pWHJamUT9N1XNfFDgbIJJIEW6KkBmJMnjWDT179eR648y7++ocHae1o56qrv8Cec+diaFp56DdFRdc0ngnP4POXf5p0Os3HLr2Ei86/mGVvvIGKwvQLBrjzjnLPWscdfzzXX3cdCxYsYOnSpXR0dNDb28v06dP52U0/Yvbs2SN+TqnjPsCF6y/kX/8a7IFhn3324Y+3LeLKK6/kl7/8JZMnT+a2736Pvfdu3lvb1IEC3/jGN/D7/XzvOzcyf/58Uocdy4Ur1/Gvf/2LAw44gO9/+au0tLQAcHjXLBYsWMCaNWs444wzuPqSyyYkqOCrN9zABRdcwMqVKznppJO49KKPT8jwIUJsTa7r8vLL5aFR99prr+2+fTJR7rvvPpwmQ7DuzL7xjW/wv//7vySTjT2BjkVvb++48l900UWbtJ1tYaShJqZPn940PR6P1/372WefpdjkOmlHRwdHHnlk03Xst99+7Lnnnrz66qsbLd9f/9p8GLibb76Zm2++eaPLDzVSbxfNfOADH2j6mzHW4yKEEGLHNaHDdkj3yFByHWLZDH3ZFH2ZyiubpD+TpjeTpHugD6Byw2/TGtOe65ZvgA5pjFdvXFVvzLmOg+s4qJqGoiiUCgUUVcV1HEzbrpvveR6p/hjhjjY81y2PoarrtRt/nuehVnq5qC5n+HzlvJ6Hqut4rkupUL6Ratp2XbmcUgkq+ZxCEd00cB0HzwPNqFzEURRKhSKaoaNqGqqm1ZUZz6s90V0qFNB0vXzxVFHwXLd8Icdx8DwP3TTrjodTLFIqlstQXb+iKLiOg2YYlAoFdNOkVCjUjp9TLKIZBsV8Hk2vLKOqOMVirWyqpqGqKk6phKbreJ6HWz1+mkYxl0fVNbTKEyrVdXiuW1tXdd8ANNMsH8disVy+UglV18vLKwqlXB7Dtmqfkeu6GD5f+RgXSyTjCXTTJBQO4Hmg+3wUstnavhmWVTt2VU6pVJ7n85XLYBiU8vm6p6Cq2yjmC3iOg+4zazdLq9NiroDpt3CKJQyfWT4vKvMURak7LqVCgVK+UNsXw+ejVCyWP1Ol3LuKUyyWb+7X7mx7aJWxWlVNK++/49TOj+pnXk3XDKN2Pmi6TjGXQzOMyuen1y4aaoZR+x4VMll006BULNbOV900cUol3GIRRVXRfT7yqQy6qeM4LsVcHn80XDuu1e9HdVvV70K1XED5e6Ko6IZe26ehhp671ffl5V10n1k7d1VNI5/OYNpW7UZ59beh+t1VFKW2jeq6qvvreV7tPKwev6HHskrVVNKVIREsn4nrerXvRK18nle78VH9fKrf16E38YfuWyGbrR2foefS4JNvg2rfN02r/Z40O3bVvNXP1XPd2vfTKZXQTbOuLIqq1gWKDD0miqqWv9eV75o27Ekzp1QqP2k1Qq8NnufVvsPVc38kmqJg6QY+3cBQVGzTh0830D3wWzY+XcfUdDQPTM3A7/NhajpmJd3UdAxVQ3U9bMsq/1vTBtOH/b2AcpeWjuNgDjkmQ1X/pm9MNV+x8p1VVRVdH1scp+u6LF1aHgJl3rx5m3XRy/M8HMdpuu2x7sum2trr3x62PZH7OF6u63L99dfjODJsh9j2duU20cZ+07PFAv3ZNH2ZJL2ZJL2ZFL3p8vv1A/14RrmOWK2XVP+mDm3blAqFWt2hWo9wSiVUVaWQy6EbBm61Llipx1UDgNUh9bRqfaBav1BUFdd1a+2Uaj1F1TQ0w8BznHKARaW+k+ofwBfwYwWD5FIpTNsu1xc8D8XzcEoOhjVYDy+Xt4CmK+W6ZDpDNpkg0NKC54KieCiqhud6FBIxXNfEDBl4HmQTcaKTJqFqGsm+PqxgCNdxKBSLFBM52mZOwikWycTj4KmoulI+Dh74KnXETDxeqbvp5NJpQm2tuMUiRddFKZYw/Db5TIZiPk8gGsV1HJK9caJdrVCpx+dSKUJtbQC1dl+13eC5oBrl9pVTLGLYNgqQz2RwHQ/VKNfhitk8dtAPikImniDY2kIhm0UBHA8sv02pUKgdN8OyKOXz6JU2Ui6fh3weNBN/JEgulcawfLV6lqIoFAtFvFIJ13XQdKNy08jDCpRv9nuOgxUMoPt8tfpytd5eyGaxw2GcYhHHcXBLLoZl1vX6qGoaTqEAmoamaRSyOcxKIG+pUKirS2uGUW7DVtqLqqrWtZGG1g2Htker50y13Tm8Lj10+Vp72fPIJ7NE2iJYuoHmKfh0Hb9lobkKts/EMnwYioJlmPhUHb/Ph45CwLKxdANLN8t1TkXFNnzYponiepimSS6Xw7KsWntX07S6OuDQOsJY6gxD623Dfzuq22i2zvHWR6r5M5lM3ROyY11PqVRCq5xbzdY72jYn2vZSDiG2hi3ZjtyZDR1O7vTTTx/38h0dHXR2dm5WGUYKIrvxxhs58MADR132pz/9KbfeemtD+kjDdlxxxRWbPbzCwoUL+elPf9qQ3mw/DMMglUqNeE1lqIkYtmPDhg20t7c3pN98881Ngz6GD9Ny7733Nh2G8Igjjhgx8AHgtNNO4957721IH76vn/70p5v2gLEpOjo66OnpqUsb6ZjffffdvP/9729If+2119hzz8Yha0c634QQQux4dulhO7YHuqrRHgjRHgg1zHNdl2eff55YMUtoUgc96STr03F6UgnWpeIUnDE+8dKkYTD8xlz1RmOVYVmjzo90litUiqZBJV1vUgEcukzdTUNNqwuaGGk7tUCCITe4qvOH3wytbn/4TcuRbppqQ8pTt03DaLpMNX91O0P3t7q8b1g3ZNU8Q/d16L5oTfIOp4xyfEdNH2G/VU0rB6RUAwJMk2pgTrWc1Wk1SGLossPThp8r1Xw+v92QNrj9+s9KGZZn6Gdj2nbDuTK8DCMdgypFVWvrHFpY+eenAAEAAElEQVQOKhe5h6YD+AKBja7XrOzf8K74tWoAS3VdwfI5oUHtYmm1/M3O9eHlHen8rRq6jtp7TWNo77G18zNQf34qw87pkdYLg59RNe/Q72p9Xq/uO6oNCfoaMSBghPSh+eu+Q023O2jo/gz/PRgtr6KqTb/fddtqGMagcR1ak99cTdexdB1LN7ENs3LR2cCuXHi2DbP2vnpB2jYMfJpRy+urTPUmASNbm1a56D+SsV5sreab6IuziqKMGLSxtcs2kfu+rbY90Z+vEGLHZxsmUw2TqeGWhnmu5xHPZejNJNlQCajYkE7Sl0myIZMkXcijDmtrVN9X6wXVOvvwv2zD2xxD6xp19QtNQ7Ob11OUoX9fNI1I1+CNBCsYrKVXl9Z9w+YN25Y/EsYfCTcch/Iy9XW7QDRSex8ZcgPDBmgdXHe4o6Pp+gCCra2199W6o6ppdRcO/JFI3TJt0wf3X6O+rq6oaq29YI7QVirvS7BunjlkHcHW8nlQa6MMWX7oOqrbUVQVv65DpU5fXv/g+9o2LB/ga0iH+mMJ9XVyzTCwK/8eqe1YyzukfNW2QLXsVcPrmSO1kQA0RSUajuI3TPyGD79RrlsOrV9W64y+StBseSgGA1MrD1NWTW9WZ90SrOrnMGS4tJHqgGOpM4xWb2tWR93U+mY1//Cuxce6nk2pW24vdabtpRxCiImnqir77LPPRBejzn777Tfi0AxVDz889p6u/v3vf/Ptb397c4uFO46eyFpbW8cUODFRqj0jDTfWh11SqVTT9FCo8X7HeOZXbckeHfr7+8ecd3OPixBCiB2X/NJv50xNo1MLMm/KbnXR0a7n0ZdJsjYZY21igLXJAdYmY6xPxXF3sGEehBBie2ZoGrZeviBtG+WAh6EXqC3dxDIM7CFBD8Pz+HQDVcb3FUIIITabqii02AFa7AB7tE1qmJ8tFob06pcc0rtf+d+5TRheTohtIWr5abUDtPqDtFgBIpafqOUn7LMJWzYh08LSjW0eRCuEEELsTO64446mQ9NOmTKFL33pSxx//PFMmjSpFli2ePFijjnmmM3aptXkwbPtyUgPy4y1zjFSEEQmkxl1uZGCLoaLRqNjyjcW4xmeZnOPixBCiB2XBE/soFRFoSMQpiMQ5i2TBseyLzoO3ckYqxN9rIr3syrex+rEwJh7qRBCiJ2FoWm13h1soxLkoFeCHIwR3tcFQ5TTt9ZTeUIIIYTY8mzDZJrRyrRwa8M8z/PIFAv0ZpL0Z1P0ZlL0pcs9VvSmy2mOBKKLrajFDtAVjNBVact3BsJ0BkK02EGMUXr5EkIIIcSW8eSTTzZN/8UvfsFRRx3VkL5+/fqtXaQdXldXV9P0V199ddTlXnrppTGtf9KkxoBpgMsvv5z3ve99Y1qHEEIIMR4SPLGTMTSNGdE2ZkTbammu59GTirMq0c+qWB8r4+VXrlScwJIKIURzuqo2BDxYhjEkEGJosINZN29oDxAS9CCEEEKIoRRFIWD6CJg+ZkYbx3V2XJe+bIqeVJx1qTjrU3G6kzHWJgekxwoxLm12gEmhKFNCLUwORZkcitIVjGDpMjyCEEIIMZH6+vqaph900EFN0++5556tWZydwlve8hZM06RQKNSld3d388wzz3DggQc2LPPiiy/yyiuvjGn9Iw3b8tprr210SJehPM8b13ArQgghdl0SPLELUBWFSaEok0JRDpk6GygHVPSmE6yM97My3lvrpSJTLGxkbUIIMTJd1fDrBpaq0xVtL4/BPGQoC8swsXWjkj6k14daQIQpT90JIYQQYkJoqlrpCSDMvl3Ta+mu59GbSbIm0c+qeD/LBzawPLZBAioEQdPHlFALU8ItTBkSLGEb2++45kIIIcSuLBgMNk1/5JFHOOWUU+rSFi1axN13370tirVDsyyL+fPn8+c//7lh3hVXXMGDDz5YGwYFoFgs8l//9V9jXv8hhxzClClTWLt2bV36/fffzw9/+EM+/vGPj7r8mjVruOuuu/jhD3/IQw89xKxZs8a8bSGEELsmCZ7YRamKQmcwQmcwwsFTdwPK0Zd9mVStZ4qV8T5WxXpJS0CFELsUBfAbJgHTKj+dafhqT2n6DR8Bo9z7g9/w4TfM8sv0YesmmqKwdOlSAObNm4cqvT8IIYQQYgenKkotqOLAybOAckBFdzLGsoEeXutbxyu93STzuYktqNhqopa/NtzG5MqDCZNDUcI+e6KLJoQQQohx2G+//XjmmWca0i+44AKuuOIKDj30UPL5PPfccw933HEHngzpNiaXXHJJ0+CJxYsX8/a3v51LL72UmTNnsnLlSm666SaeeuqpMa9bVVU+//nPc8kllzTMu/jii/nRj37Eueeey2677UZrayvJZJJ169bxn//8h3/84x9NP28hhBBiNBI8IWoURaE9EKI9EOKtU2YB5YCKWC7D6kR/7UmrNYl+etLJiS2sEGJcDE0j4rOJWH7CPpuQaRHy2QR9VuW9RdAsv/ebPlRF2aTtSPd3QgghhNgVqIrC1HALU8MtHDlzLp7nsS4V55Xebl7sWc2rvesous5EF1OMkU/TabEDRC0/bf4QHYEQ7f4Qbf6gDLchhBBC7ETOOecc7rjjjob0eDzO1Vdf3ZAeCoVIJuU6+MaccsopHHPMMTzyyCMN85588kkWLlzYkK4oypiDUz760Y/y29/+locffrhh3rPPPsuzzz477jILIYQQI5HgCTEqRVFosQO02AH2G9J1ba5UZG1igHWpGGuTMdYly9NYLjOBpRVi1+PTdCKWn6jlJ2L5iVg2UctP2OcnatmEfTZhy49P01E2MSBCCCGEEEKMTlEUJld6I5i/294USiVe7VvHCz2reX79Kgay6Yku4i5BV1V8uoGlG/g0vTY8XMDwVXpOM8sBxJXg4ZBpEbX92LopdWUhhBBiF/Dud7+bU045hfvuu2+jeTs6Ovj617/OggULtn7BdnCKonDbbbfxjne8g1WrVm00/2GHHcb06dP59a9/3XRdw+m6zm9+8xtOPvlkHnvssS1SZiGEEGIkEjwhNomlG8xu7WR2a2dderZYYF0qRk8qQU86QU86SW8mQU8qQbZUnKDSCrHjUYCgz6LFCtQCI6rT6lNxUcuPpRtyoVcIIYQQYjtj6jr7dk1j365pnLXvYayM9/GfdSt5dt1KupOxiS7edqda9w2Z5d7QBoeMM8sBEHp56qu+NB1T0zF1ffC9pqPJkHFCCCGE2Ig777yTM888kz/96U8j5tlzzz25++676e/v34Yl27FNnz6dxYsXc8YZZ/Dcc8+NmO+9730vd9xxBxdffHHT+ZFIpGl6OBzmkUce4atf/Srf+MY3GBgYGHPZdt99d8455xy6urrGvIwQQohdlwRPiC3KNkx2a+lkt5b6oArP88gU8/Skkwxk0wxk0/RnU8RyGfqzKfqzaRkjWOwyAqaPSKVHiGhlWh1SIzokSEIu/gohhBBC7PgURWFmtJ2Z0XZO3uut9KTiPNO9gmfXrWBFrG+ii7dNqIpCmx0sDxPpLw8V2WYHabH9RK0AYZ8tdV8hhBBCbBOhUIgHHniAu+++m9tuu40nn3ySWCxGW1sbe+yxB2eeeSYLFiwgGAyyZMmSiS7uDmXOnDk8+eST3HrrrSxatIgXXniBRCJBV1cXb33rW7nwwgs57bTTAFi2bFnTdXR2djZNB9A0jauuuorLLruMu+++myVLlvDkk0/S09PDwMAAmqYRDoeZPn06e++9N4ceeijHHHMM++yzz9bYXSGEEDspxRvrwFJb0PXXX0+xWMQwDK666qptvfkdhuu6LF26FIB58+ah7uQXkxzXJZHPksznSBaytfeJfJZUIUemUCBTzJMu5skUCqSLedxtf/ruJDyy2XKwim1blJ/1EptCAfyGWXkyzld7Si5s2uWugH2VaeXfQdPC0LSJLvZWs6v9boltR84tsTW4rsv111+P4zhSLxXb3K7cJpLf9EH9mRTPrlvJf9at5PX+9TtF+6bdH2RauJUp4RYmBctDmXQGwjt1HVhsG/LbIYQYL/ndGJtduV4qJsarr77K3nvvjeu6delTpkxhzZo1E1QqIYQQokx6nhDbDU1VabEDtNiBMeX3PI9cqUiuVCRbLJSnpQLZYnmaKxbIlUrknXKefCXv8Fe+VKQ0rKImdn6GqmFqGoam49N1fFplbGRdHzZOsoltGLWprZvYhlkZO9nENnyoMmyGEEIIIYTYBK3+IMfMnscxs+eRLuR5oWc1/1m3kpc3rN3uhz1UFYXJwSgzom1Mj7QxPdLKlFALtmFOdNGEEEIIIcQ2tn79eu655x7OO+88gsHgiPnWrVvH2Wef3RA4AXDiiSduzSIKIYQQYyLBE2KHpShK7Sb2WAMuRlJ0nLrginIQRoFsqUiuWKgFZWSK5fRMMU+2VKj1hpEtFXeKp8S2J7qq4tP02rjGpqbVAhyqAQ/mkPGNy2Mdl4MhzLqXVv9vXcdQNekWWAghhBBCbFcCpo/Dps3hsGlzcFyX5bENLO1Zw9INa1gV75/Q9oamqEwNtzA90loJlGhjargFU5NLCkIIIYQQApLJJBdffDGXX345xx57LG9/+9vZa6+9aGlpwXEcuru7+fvf/85dd91FPB5vWN4wDK688soJKLkQQghRT650CAEYmoahaQR91iYt73oe+VKRdDFPupAnUwmwKL8fHGZk6JAjmUq+outs4b2ZWIamVXpnKPfSYOkGtjFsWkm3jHIwhFUJkCjPK7/XVenWVwghhBBC7Jo0VWVOaxdzWrs4ea+3ki8VWR7r5Y3+Ht4c6GFNYoBYLrPFt6tQ7g2jKxBmariVqeEWpoZb6QqGpX4uhBBCCCE2Kvf/2bvv8Diqe33g7/SZrerNHTC4YHoNpiaUQOhwTQLBkAuEBEJCgBRCKAkhCb/QfCH4Us0ltFATSkKLDab34l4lWbLq9l5m5vfHrlZlV7Zky5bL+3me9eyemTlzdjWSz5n9zvckk3j55Zfx8ssvD2u/66+/HpMnT95CrSIiIho6Bk8QjQCxTxaMKod7WPtmTLOQzSIXdJHOZ8BII5XNFp4n888zVhYZ00TWMpE2e59nLAu2bcO0c8vc89xSEAABAkRBgCAIECBAylgQBAHlDk8heEQWpUJWBlWSoctKLquDLEOVFOiyDEWSe4Mf+gRA9JQxowMRERER0cjSZAV7VNVjj6r6QlksnUJbJIi2aBCBRAyhZDz3SCWQzGZgWhaylomsZUHI19HTtzdkFWWGA17NgTLdgXLDiVqXF1UONxSJQRJEREREtPVcffXVuO6660a7GURERAAYPEE06nKBCwY8urHVjmlZFpYsWQIAmDZtGkQGPBARERERbVecqobdKmuxW2XtaDeFiIiIiHZyiqJAlmVks9kh7zN9+nTcfvvtOO6447Zgy4iIiIaHwRNERERERERERERERES0SSZMmIDOzk688soreOedd/Dll1+isbERgUAAmUwGbrcbZWVlmDx5Mg444AB85zvfwTe+8Y3RbjYREVERBk8QERERERERERERERHRJisvL8e5556Lc889d7SbQkREtMmYq5+IiIiIiIiIiIiIiIiIiIh2agyeICIiIiIiIiIiIiIiIiIiop0agyeIiIiIiIiIiIiIiIiIiIhop8bgCSIiIiIiIiIiIiIiIiIiItqpMXiCiIiIiIiIiIiIiIiIiIiIdmryaDeAaGuzbRuWbcOGDcvOvbZhQ4AASRQgCiJEQRjtZhIREREREW0W27aRMU1YsCEKIgQAksjxDhERERERERFRKQyeoO1aMptBMJFAMJlAKJlEKJlAJJ1CLJ1GPJNBLJ1GIpNGyjSRNrPImGbu4qG94XpFAZAEEbIkQhElqJIMRRKhSjJ0WYYqy9Dyz3VZhq4o+edK/lFcrkoSJJHJXoiIiIiIaGTEM2msD4exPhxCVzyKQDwBfyKOcCqJZDaDVDZbNPYRBMCQFRhK7uHVdJQZBsp0AxUOJ6qdTlQ7XXCrGgQGWRARERERERHRToTBE7TNS2Yz6IhG0BaJoCsWRXcsiq5YDF2xKOKZzBY5pmUDlm0hY1lIIAsgNSL1KqIITckFXmiSDFXOBWaoUm+AhiJKUCQJsihCkaRcEIcoQhLzS0GAmF/23DUm5bNliKKQW59/LYm966TCPhJE2EiaWUiCCMu2OX8PEREREdE2zrJtrA+HsNrfjdV+H9b6ffAnEsOux7aBeCZTGEu1IFRyO02WUedyo97tQZ07txzj8aJMNxhUQUREREREREQ7JAZP0DbDtm10x2NYFwpiXTCI9ZEQ2iJh+OLx0W7aiMlYFjKpNKJIj3JLbCQSSQCA0bgiH5ghFbJraFJvUEdP9oyeu9N0WYZD1eBUVLhUFS5Ng1NV4VI1pv8lIiIiIhpB4WQSS7s6sKSzHcu6OhFNb71xRCqbRVMwgKZgoF+5ochocHsx1utFg6cMYz1eNLg9UGVeXiAiIiIiIiKi7RuvbtCoCSQSaAz40Rj0oyngR0s4iEQmO9rN2imZlg3TyiKVBbCJgR2iALg1HW5Ng0fT4dUNlBsGKgwHygwD5fk0wKokjWjbiYiIiIh2JB3RCL5sW4+v2tdjbcA/2s0pkshksdrvw2q/r1AmCkC104Wx3jKM8Xgx1uPFGG8ZvJrOLBVEREREREREtN1g8ARtFaZloSUcxGqfD2v8PqwN+BBMJke7WTSCLBsIJZMIJZPAIKl/AcCr66h0OFHlcKLS4USN04lqlxs1Thecqrr1GkxEREREtA2wbRvrI2F8vr4VX7S1oC0SGe0mDZtlAx3RKDqiUXza2lIod6kqxni9+YCKXGBFndsNWWRANRERERERERFtexg8QVtE2jSx1u/DSl831vi7sTbgR9o0R7tZtA3oCbBY0+dOtR5OVUWty4Val7vwqHO5UelwQhLFUWgtEREREdHIs20bLeEQPl/fgs/Xt6IzFh3tJm0R0XQay7u6sLyrq1AmiQLqXB6M8eSCKnqCKzyaPootJSIiIho9Rx11FN56662i8rVr12LixIlbv0HboMbGRkyaNKmo/Mgjj8SCBQs2u/558+bhwgsvLCq/4YYbcOONNxaVl8quNmHCBDQ2Nm52W7b0eyUiog1j8ASNiHQ2izUBH1Z0d2GVrxtNwQCyljXazaLtTCydxhq/H2v8/dMTy6KIGqcLdW436twe1LlyyxqnCwqnASEiIiKi7YBl21gb8OHLtvX4sm09uuOx0W7SqDAtG63hEFrD/bPVeTStN6DC40WDx4tal5v9fSIiop1YLBbD66+/jvnz5+ODDz5AR0cHfD4fstksKisrUVlZib333htHH300jj/+eDQ0NIx2k4mIiGg7x+AJ2iS9mSW6sKK7C41BP0zLHu1m0Q4qa1lYHwljfSQMoLVQLgpAlcOFWre7EFDRk63CUJTRazAREREREYBkNoPlXZ1Y1NGOrzvaEEmlRrtJ26xwKoVwVyeWdnUWykRBQJ3LjQaPBw0eLxrcucCKcsMoebcfERER7Rii0SjmzJmD22+/HT5fcfZaAGhtbUVrayu++uorPProo1BVFbNnz8a1117LbA1ERES0yRg8QUOStUw0BgJY0d2J5d1daAr4kWFmCRpllg10xqLojEXxNdr6rfPqOmqcLtS4XKhxulHjcqHa6UKVw8m714iIiIhoi7BsGy2hIJZ3d2JZVydW+bqZkW8zWLbdG0Td2lIo12QZYzwe1Ls9qHd7Ue92o8HthVvTGFRBRES0nVu6dClOO+00rFixYlj7pdNp3H///XjyySfx6KOP4tRTT91CLSQiIqIdGYMnqKSsZaIpEMAKXxdW+rqwxu9DxuRFP9p+hJJJhJJJrPR1F60r03VUOZ2odOQeFYYD5YaBCsOBMsMBlcEVRERERDQEWcvEumAQqwM+rPH7sMrXjVg6PdrN2uGlstmS0/05FKUwzV99T1Y6txvlhgMigyqIiIi2eR999BG+9a1vIRKJbHIdkUgEp59+Ou655x786Ec/GsHW0Y7sxBNPxMKFC4vKx48fPwqtISKi0cTgCQIApLNZNAb9WOnrxmpfN9YEGCxBO65gMolgMolVg6T9cygKvLoOj67Dqxnw6DrcqgaXpsGlqnCpuaWhqDAUhRdiiYiIiHYC6WwW7dEIWkJBNIeCaA4GsD4cYka+bUg8k8Eafy6QpS9FFFHtcuUy0+Wz0lU5nKh2ueDVdGarICIi2gZ0dHTgjDPOGDRwYsqUKZg9ezamT58OTdOwZs0a/P3vf8f8+fOLtrVtG1dccQWmTZuGI488cks3nXYANTU1qKmpGe1mEBHRNoDBEzupcCqJtfmLSmsCPjQFAzAte7SbRbRNiGcyiGcyaBtClLsgALosw5EPpNAkGbosQ88/1+T8Q5Kg5l8rkgQ1/9AkGaokQZFkqHJvuSSIvIhLREREtJXZto1IKoWuWBQd0Qg68su2SBi+eAw2h0zbpYxlYX04jPXhcNE6RRJRlc9I17OsdDhQ6XCi3HDAoSjslxMREW0Fl19+OVpbW0uuu/LKK/HnP/8ZiqL0K7/00kvx2GOP4YILLkA2m+23LpvN4rzzzsOqVaugadoWazcRERHtWBg8sRPImCbWR0JoDPjRFAxgjd+HrlhstJtFtEOwbSCRySKRyW5842EQBRSCLVRJyi9zgRk9r3VZhi4r/ZeKAl1WYCgKDFlmdgwiIiKiAdLZLHyJOHzxGHzxGLrjMfhicXTFo/DFY0hlzdFuIm1FGdNCWyQyaOC0JsuoMAyU56f6KzccKNON3MMw4NF0BlgQERFtpsWLF+PZZ58tuW7WrFm4/fbbB9333HPPhd/vxxVXXFG0rqWlBQ8//DAuvfTSQlljYyMmTZpUtO2RRx6JBQsWlDzGBRdcgEceeaSofP78+TjqqKMGbVssFsPcuXPx7LPPYsWKFYjH42hoaMBhhx2Giy++GDNnzhx036Hq7OzE448/jrfffhtfffUVfD4fYrEYKioqMHbsWBx55JE4++yzccghhwy5zjfffBPPP/88PvvsM6xZswbhcBjpdBqGYaC6uhrjx4/H9OnTsd9+++GII47A5MmTh1Tvxx9/jH/+85947733sHr1avj9fsTjcbjdbowfPx4zZszAEUccgVNOOQV1dXXD/iw+/vhjPPDAA/jPf/6D1tZWKIqCXXbZBSeffDKuvPJKlJeXD7rvvHnzcOGFFxaV33DDDbjxxhuH3ZbBLFq0CPfeey9ef/11tLa2Qtd1TJgwAaeffjouvvjiTXrfREQ0shg8sYNJmybaIiGsC4Vy6WSDAbSGQ8gylSzRdsWygWQ2i2R2ZIIyNFmGQ1EKGTKcigqHmnvt6PO8pzy3VKHLDLwgIiKi7Ytl2wglE+iK9QZHdMdi8Cdyy3AqNdpNpO1IKpvdYHAFkMtekZvuT4NH0+HRdLg1DW5Nh0vV4NY0OPPT/zlVlf1rIiKiAe655x7YJVJ8qaq6wcCJHpdddhn+93//F4sXLy5aN2fOnH7BE1vLBx98gFmzZqG5ublf+erVq7F69Wr83//9Hy655BLMmTNnk+qPx+P41a9+hfvvvx/JZLJofUdHBzo6OvDpp5/i9ttvx/HHH4/7778f48aNG7TO1tZW/Nd//Rfee++9kuuj0Sii0SjWrl2Lt956q1B+/fXX46abbhq03k8//RRXXHHFoPUGg0EEg0F89dVXeOyxx/DHP/4Ra9euHbS+gdLpNK688krce++9/c6jRCKBL774Al988QXuu+8+vPrqq9h7772HXO9I+/3vf4/f/e53/bKkxONx+P1+fP7557jzzjtx3333Yf/99x+1NhIREYMntlumZaE7HsP6cBjt0TDaImGsD4fQEY2As28Q0UCpbBapbBaBRGJY+4kCYOSDKpyqCoeiwKlquUAMNR9soShwqmouy4UsI5bNQBelLfROiIiIiHLZ9XqCIrrjUXTFouiK9QRJxBk8TltVxsyNz7vjQ8vwaCi90/45FBWGrEBXerPJ5TLQ5af2E0UokgRFkiCJImRBhCxJkAQBkiBAFMXcUhAgCAJEQYQoIPccPWUCBAEQhdy2PWVERETbijfeeKNk+be//W00NDRsdH9RFHHhhRfi6quvLlq3dOlStLW1ob6+frPbOVSffPIJjjvuOEQ2MiXwfffdh+7ubpjm8DKftbS04Nvf/jYWLVo05H1effVVHHDAAXjllVdKfjmfTCbxrW99C8uWLRtWWwAgtYHg5Llz5+KKK65AJpMZcn2lAmk2dOzTTz8dr7zyyga36+jowHe+8x0sXrwYHo9nyPWPlF//+tf405/+tMFt/H4//uu//gu33nrrVmoVERGVwuCJbVgqm4UvlUQ4nUZ342p0x+P5i4JRdMdjMDczSiKTTCLS1g7PmAbIqorQuhbIDgfS0Shs2JBVDa6aasC2kQxHoHncSEciUJxOyKpaqCcZCgEQYFsmVJcLyVAYmWQC0Y5OOKsqAUFANp1B9W67AgCyqRRC69sgyTIUw4BlZpEMheEd04BsKo1kJIzgulYouo6q3XeDnTVhlHlh2zaSoTB0rweiJCGbSiHc2gYbFlKRGFLRMLxjxyLcsh6OykoYXg80jxuCKCLW7YPmdiG0vg2KpqF84gQAQMtnnyPa1QVXTS1UQ4ds6Mgm0xAAuGprYKbT0JxOyIaOti+/hmQ4oLtzn5Fl2igb2wBZ16EYBjKJBMx0BqrTgWQ4AqPMC0EUC59TNp1GpK0drpoa2JaJWFcXLNOEnf/srKwJM51B2fjcexBkGa6qSgiyhGQoDNuyoRg6JFmG6nEjHQ4jFY3BVVsD1eFANp1GOhpFNp1GJhaHKMvIJJNQnU546moR9/lh2xainV3wNNQjmUrDTKeQ1jTImg5HeRks00Tc50eguRmSrKBs3Fg4q6uQSSTQsWQZ9PIyaA4Hsskk3PV1CLesB0QR3rENCLe1w7YsuGtr8ucEYGZNwLIhqgoMrwfZZBJ6WRky8QQCzeuQSSSRjsfgqCiH4fEim0oBtoWKXSb1++wAIB2Pw8pmc+8DQMWE8RBEEbZlIREMQdI1mIkEIIiwzCx0tweCJCIVicLKZpGJx6B7vbAhIB2Jomz82EK9qXAEoixDlCXoXu8mpdy1TLNwfmbicaTzU+OIkoxULIby8eMgiCIyiQSS4QgUXYcoSbBhQ3O5AKDwXjS3C6IsIxkMwspmYVs2NI8bimEgm0whEQxAMQyoTieCzS1w1lTDyqShOp2Q+vxuAoCZTiMdy713QRSRTaWQSSSgOp1IRaKF3ycASEUiEEQRqtNZOGczsRiSuo7uVBpGmXfQ999z/suGhojPD83rhXfd6nxwhQpNkpAOBqFJEurr6+EyHPmpRRTohWXxNCTSgPOglI6ODjgcDrjd7pLr29ra4PF44My/r63J7/cDACoqKja5jo29PyIioh1RLntEEv5EDL5YrDDNRi5AIopQKolEMAxJVSCpKpKhMGRNRdwfAGwb3rFjYAMINTfDUVUFK2siHY3CXV+HVDSKUFMzqqfsAVFRkAyFYGWysAGohgHV5UQ8EISZTkFzuZDN94N6+qeZRAJxfxCJoB+paAzVu+0GR2X//+tzfaM0dK8XqWgUAgSoLifMTAapSBSZeBzhjg64qmuQDAYgqRo0jxuZeByxzk7UTJ8GSVEQXt+GQHMzFKcDDo8XsuFANh6Hq64WEIDQuhYIEND61dcQRAE1e0xBOhqBrGnQK8qRCoehOl0It7dB1Z2o3H0XJHwBNH/0ISom7QKjzIu4LwDN7YCs6SifMAGJYBCiqiAbi8FZVQ3F6UCkrQ3JSBThtg6IAlC/9wxobjdCLa1IBIOwsyZUjxupcAjO6hrIigJBEpGMRJGKxqA5HXDV1iDUuh6+VasxZr/9kIlHIQgSXPW1MJMppKNRpOMJGOVeGOXlSIbCEEQRgiAgm0zkflbBMIItzajcdVe46+qQicWgeb2Id/uQTSZgZUy462sRWt8OxdDhHdOAWHc3ulauRv1ee0JzOpGOxvr1wXuY6TQ6Fi+D6nYCtoWy8eMhaxrSsRhSkQgUwwHLNJGOxaA4DDgrK/v8rDNQHAZSkWjhXAk0NcMoK4Pu9SAVjcLMZCAA0MvKCtP+hVrXQ9a1Ql19xxQ9ffS+4n4/MvE4vGPHFp1n/d5L/jzraUsiGESkvQPesWMK7zsXTCFAEkSIgoBUKATdMBBsXgdXmRe1EyZAFkVkojEIppkL5JBkuD0ueN2eQoCHJsvQpdz0gZokQ1fkXN9eVmCmUkjEYv2+9EokEggEAigvL8fSpUux++67wzXgZ7El9Nwpy1TYRETbnvXr12PlypUl133zm98ccj3HHnvsoOveeustnHPOOcNu26ZIJBL43ve+t9HAiR7PPffcsK5FRqNRfOc73xlW4ESPzs5OnHLKKfj000+L/k989NFHNylwYkP+/ve/48c//vGwgiGG64MPPhjyti0tLZgzZw6uu+66LdaeUl5//fWNBk70sCwL11xzzRZuERERbcioB09YO9kdQaZlIZ5JI5pOI5ZOI5pOIZJKIZxKIpRMIpJKIphMIpCII5pOF1Ju6Z3rMZI3hnStWIn37vorbMuCIIowKsoR7/YVbae6XZBkGYlAEJKmwUyloDgcOPTyH6Ji0kR8/ugTaHqvt4MiqQrMdOkoUt3rxX6zz8X7d8+FPcyfe9n4cUjFYkj4/HDX12H6mafiw7/eP+x6Cu3UNJjpNDACHTdRljHpyMOx9q23YWXNwufkGTsGM392OVSnA77Va/DOHXfDHmYU8ZAIAqaechJWvvYmsoNkFRAkaaPH9oxpQMwfyAUg9FG1+2R0ryg9gNkU7vo6RNraN7iN4nTg+JtvhKxrAIDm9z/CZ48+3u/npbpdOOpXV+Oj+x5EsGldUR2iLEPWNaSjpe/+clZXYfcTj8fn/9e/3rq9Z+DgS35QFLyxIclQGO/c/j+IdnZCdToLgRN9qS4npp9xKr7425P9z1tBwPTTTsakow7He3f9Ff41a6G63XDXVsO3ak3vZqKI3Y47BqvfWAArn9qtJ3ik7zG+8ZMfoWx8Lv1esGkd3vufe5GOxVC1x2TsfsJx+Oi+h5BNJAq/q+76Osz8+U/QuPA9LP3ny4AgYK//OgPecWPxwT33IZNI5K6s2jbGHXIQ9p99btF7a/30c3w671FYWROiJMEyTVRPm4pDfnQxMqaJrkAAC2+7C+HW9QAAvcyLw6/+aeEi8YbIogRNyl2U1WQZmpRbKlKu/B9334tPXn8Diqri4uuuxYFHHA5VkqCIEmRRxJ033Ii3X3sdumHg5ttvwyEzZ0IRxdxde32WsiAW3bW3uebOnYtbbrkFAPDb3/4WF1988bDruOaaa/Dkk09C0zTcc889OP744ze7Xdurvv2Fna3vQFsOzyXaVuxM56Jt24ilUwikkohls0i2rkMolUIolUQomUAwkYA/EUcomYRpD/65fPnUM1i7YCEEScoFhYbD/darHjds00JmQL+s33hFEFC9x+7oWra83zZl48ch2Ny/f9nTt+9athwfP/R/wICf2a7fOhozzjwNAND25df4+MFHYGUyKJswvlDX5GOPQfMHHxe1dSQ1LyydCrmUde9+OKTtNK8HqVD/Nn/15NOFcc+mWPHyvze4fmA/t/RGuT6q4jCQiZceB/Vt+xcAJsw8FE3v5sav0049Cbsfn/uSJdLRiTdvuqX/+FAUMflbR2Pl6/8pOW4cf+jBqJ0+FZ/O+xusbBaSqsJMp+EdPw6pcBjJYC6gvHrqFHQt7f0iombaFBz8o4vx9v+7A6HmFgDAhMMOwdSTT8I7d/wPoh2dcNXUYObPL+8XFPHFE0+j8e13AOTGbnucdAI+ffhRWJkMJnzjEOz7/e8CAMLr2/DuXX9FKhxGxS6T4B0/FmsXLCzUs9c5Z2GXIw+HbQOmbSNrm/jkwUfQ+unn/d5fzdQ9ULXH7ljywov9yiVVxYEXX4C6PaeX/rnkdS5Zhg/vexBmKo0JBx2AY350CUJNzXj5/92BVCwGQRBg2zZEUcTVd9yGPffZB3q+z9+bfaO3/69Juf59j+H83XzzzTdx6aWXIplM4qyzzsIdd9wx5H2JaPvGceTwWJZVctqLjamurkZNTc0mH7exsXHQdXvuueeQ65kyZQokSSqZxWFDxxhp99xzz6DBIEceeSQuvvhi1NfXY9WqVbjrrruwZMmSYQUX/OEPf8CXX35ZVO52u/GDH/wA3/jGN1BeXo7Gxkbcf//9+Pjjj/ttt379elx55ZV44okn+pX/5z//KapTVVVcfvnlmDlzJsrLy5FIJNDV1YWlS5fiww8/xPvvv19yyhAgd0PRJZdcMuh7O/roo3H22Wdj111zN1w2NTVh/vz5eOGFF4byMRQZO3Ysrr76auy5555Yu3Ytrr32WnR1dRVt97e//W2rB0/8/Oc/L1muKAp+/OMf47jjjoMoinjrrbdw1113ITHMzMFERDSyRjV4wrIsLFmyZDSbsEmimQyaYxFkLSt/scFC1raRsSxkLQuZ/CNtmbmHaSFlmUjln2+KwTohm+qLJ54uXIyyLatk4AQApCPRwvOeC2OZeByL//Eydv/Ot/sFTgAYNHACyGWo+OxvT2xSwEPfi5eRtnZ89n+Pb3LgBIBNvshXipXNYs38twrt6ak73NKKVW8txKSjj8SXTz27ZQInAMC2seylf22w/qEcu+eL7YFGMnACwEYDJwAgE4tj5YKFmHjkTADA1888X3TBMh2J4osnnykZOAHkfi7paLbkOgCIdXXjqyefLqq3/cuv0fLVIlTtsftG29lj5RvzEe3szLWrROAEAKSjMXz11DPF561tY/ELL8ISJfjX5ObyS0ci8A2ITrctC6te/w/sPn9DBtaVjsaw+J+vYL//ng0AWPziy4X2dC9fiUQwVAiw6fldjbS1Y/mr/8GaN/9TaM/Xz7yAskkTcoET+TIAWPfBRxhz6MHwjhvb77hfP/sCrGzuHLPy51rXkqVo/fJrVE+bgqaF7/Y7v5LBEJb/+w1MPePUkp/VQIPF6Ydb1+OT13NpHTPpNOb9z91Y7TIK6wNrG/HRa6/njplI4Kabb8Y3rvrpkI4pCgLE/N14IvIBFYXy3PPeVMiAgNz2Qv61mc7gb7fcUhgg/v7mm7G+rgqSLPfu32ffvksRucCN7nUtePLJJwHkUhD+4rrfYI0i5o878PjI19tbx8A6+76HwY7Z973llr3vLfesdx2Q3y9//N5wk/5t6tlTEABN7H/Re1ON9J0QRESjaXsaE0UzGYQyKZiWDdPueVi58ZBlF8ZBGdtC2jSRtqz8GMhE0swiYZpImiasvv2vxlXDbkess6vwZbBtmiWDEdLh0j2IfuMV2y4KnABQFDgB5Pv2C95G87sfFAVOAMDqNxdgtxNPAJDvG+XTEgebeue4Xvnamxt4V9uugYETPUZyTDXQkMZ6+fNosMAJoLjtTe+8X3i+5B8vo/7ggyBrGj564OHiAAnL2uDPrPn9D9GxdHkhsNlMpwEAoQHnT9/ACSAXVLDkldcKgRMA0PTuBxB1A9GO3Jgi2tmJ5a/Px+4n5c4p27IKgRNArh/85ZPPFM6zpvc+QMOhB8MzpgFLX/534XfCv2ZtYYzRY/Fz/0T9QQcWXgfWrC0KnACAzqXL0bm0+PfDTKex6Nl/wpv/omMwi57/J8xU7jNp+ugTLD7oAKx+/U2k8uOTnn6yZVn4659vxWFX/2yD9fWQBSEX/LxiMRRBhCwKkIV8ULTQ8zw3pYmcz6rx0HXXF66pPPPMM6jaa0+M323XXOB0vp9cePT0j4v6+n370n37y/nyAf3inmDskn1/5PrZsiCOSN+YiIaG48jB9QSWJBKJYQUr9Ljhhhtw4403bvLxfb7S16UBoKqqasj1qKoKt9uNYDBYtK67u3tTmrZJ7r333pLlZ511Fv7+978X/o845phjcO655+Lwww/H558X/19cSiAQwP/8z/8UlVdXV+Ptt9/GlClT+pVfdNFFOOuss/Dcc8/1K//73/+O3/3ud5g8eXKhrNTP4brrrsNvf/vbQduTTCbxyiuvQCqRMeuOO+5AKJ+duC9BEPDggw/iwgsvLFp38cUXw+fz4YEHHhj0mKVMmDABH374IWprawtlhx56KPbee++iYJoVK1YgFArBOyBz15by9ttvD5ol5Nlnn8XJJ59ceH3CCSfgxBNPxNFHHz3sqVyIiGjkjHrmie2RLArwqiqyVu5iodk3cMLuDZ7I9LlYmLJMpEwLKTF30TAzytHOkrx5P3pJkSFuQh2iomzWcQv1lOiQjapB7lIX5dz7lZQt+6smiOKWC84YJVKfc2Wwc21zP1dRkmEiXVw+zHNbHGI7RElCqZ+SKElDqkMQRNjY8N+Ovp/JwPcx6OeoKv3OIVGWCuduUVtL1DFYvT3vaTj7DIcoSwNeKwNe9z+GVOLvj5y/SCoJAy6a9rmQKgk9F0XzARX5uaP7XjwdGJBgiVLu552/mC7JMsp0HZIolb7Y2nNxtU/gQdZh9GurqmrwqlohcGJDx+8byDHwYm/vut4LvT3HHNiugcEYQO8FX/QJusi97g2q6HvBmIiIdhyaJMELrTAG6nlkrVwARd9xUFrKB0+YJlKSCdWUoJlZJLImEmYWyc3ou4qyVMg6sDWJijJo/7Pv/3uD9aOGlE2BthpBFAvZ5qRBfmYbO882dTwia9qA4xTXVdRfHtCWgdv39HU31s8WpP5f1m9wjC6KJYOFhjJ2KRqLKMqwxhh9yYIARRQLj57McUp+KYu56UfkngAKMRc00dPX19T+n3e5w4kyVevT3x8QcCwIkAb2rQf2u4F+wRCFoOFCP5r9YSKioQpvICuXw+EYVl0ul6tk8ESpL/G3hFWrVmHNmjVF5ZIk4a677ir6v8HpdOLWW2/d4JQjfb3++uuIlbhx62c/+1lR4ASQ+7/oyiuvLAqesCwLL774Yr+MCOXl5UX7L1u2DJZlQRwk2E/XdZxxxhkl1w08Zt+2lgqc6FFZWYlf/vKXg64v5Y9//GO/wAkAmD59OvbZZx98+umn/cpt20ZzczNmzJgxrGNsqtdee61k+be//e1+gRM9Dj/8cJxzzjl47LHHtnTTiIhoEKMaPCGKIqZNmzaaTRg1GdMsTNsRzk/bEU4mEU4lEUwmEMinq+3Kd+x0XR/RaTsO/O/z8daf70A2mYTqdMLdUA/fyuK7vjxjx0BSFAQam2CUlSEVDsNZXYW9zj4drpoaTD3lJCx75dXCBRXN7UJykDuTyiaMx77nnYN37vif0ncHDXJhShBF1O21J1LRKAJrGlE9ZXfseeapePsvdyGb2HBGDkGWIQCFu4F6OCorkI4nBp3mol8dkgTY9qAXOvUyL3Y//lgs/9eryCSS0N0uJIIh1EyfislHHw5JUbD/+efi7f93J9KxGERZhm3bmxXsIOkazGTuTi9JUbDv+d/D8pf/jUh7R8ntFYcDmXh8g3XWztgTse4uRNv61zFh5jfQ/N4Hxe+/z4U0UVEKdz0NdlFYlGVYloXaaVPQuXT5Bt+/q7YGux01sxAks//sc/HJw48iHe3NhOJuqMd+3/8ePrMstH+1CBAE2JYJ5E8hzeOB6nLmMl2UOK+qdt8Nu59wHD6+/yFk8ueRIIqYdOThGLPn8P4u7XHcNxFa04julavgrKlGrKu76P256+sw4+wz8PED83I/C0GAKMsQJQn7fO+/MGb/fRFatRqtn38JT0M9PA31aPn408JnqTgcmH76yVj64itIhSMQRBGSqiKbTBYu+rrrajHjzNNgGDoAYK8zT8MHnV2IdnZh3EEHYNdvHY2P/vdBxH0+aC43UpEIqqfsgT2O/ybc1ZX46qlnIIgS9v3+OXDX1eHDex9AzNcNUVZgmyYmH/8t1Owysej97/f97+KTBx9BOhaHrGvIJJIYd+jBGDNjTwgCsNsRh8G/fEXu54Tc34JpJ50ANd/OYgL0fLrenlS9uixDzafr1fJpfNUZe6O604+XH3scbq8XV990I2bss3du2g5JgixKeCCSwJP/93+oqq7GXXfehRkzZuQuquYvqG7JC5q732Hi2muvhSAI+NOf/oSTj/32sOvQOn2YM2cOysvLMXfOHOy///5boKXbB8uyCncKTZkyZdCBO9FwMHUvbQt2xjGRZVlYvGQJ4mYWtePHIZJKF6btCCQSCCZzY6FAIoGsVdxnNMY0YPoZp2DZP1+BrOvQy7wItbRCEIVCli7vuLEwMxlE2zv69Vv1Mm9hOgVJUzHu4APR9M77hT6XpKqonT4VbV9+BduyC2OBXN/+CFRNmogP5z5Q1Leecc6ZhT7YfufNwkf3P4x0LI66GdPRuWQZBEHAtNNPRuPC9xBqaR1S4MdQpt7b0kRZhntMPUIlsr0ZlRVI+Pxb5LiyriO7keyLkq7BzmZhVFQg1lmckhkAvBPGI9ST/UMQMP30k7HiX6/Dti3sfc7ZcHncAIBvXPEj/PuX18HK9I4bZV3H9DNOwaJnX8hlUBgwXp168omonLwbPnlwHlKxODSXC6lwGPV7z0A8EESwsQmCKGLizEPR/MHHMDMZQBAw8bBDMOW4YxBubETbF1/lpmE8+UTsevSRCDU2oXvFKlTutiumHP8tKH36y9NPPwWLn/8nYNuo3XNabizzQO482+Pbx6FqQm7qvj1POxnRtnaE17ehYd+9UTFpIr5+5jnAzo139r/g/MK5CgDG7rth8vHfwqo35vcb9048YiYqd52ELx7/e++Ul4IAo7wM+37vv/rVUcoB556D9//3ASRDIezz7eNx+KGHYv9dd8Pf/3Qr/G3tECQJ2XQahsOBW267DZMmToAuK4VpO3qm61AlCVK+37ep/cEZd92FSy+9FN3d3fjRj36EH8/aOnPeE9Ho4zhyaP75z3+O6l3uHo9n0HXxjVzPHKhUYAGArZZl4JNPPilZfsABB6ChoaHkumOOOQZutxuRyGC5V3stXLiwZPlvfvMb/OY3vxl6Q5HLiNA3eOKwww7D3//+937bPP7441iwYAEOPfRQTJkyBZMnT8aUKVMwffp0uFyuQev2+/2DZtf76U+HlhV2qFRVxemnn15y3bhx44qCJ4CtF0wDDH5OnHLKKYPuc+qppzJ4gohoFAn2cCbUGiG33HILMpkMFEXBtddeu7UPv92wLAtfLVqESCaN8jEN6I7H0RmLoisWRWcsCl88trVvtqIdho1EPmAgd9GLd8TQSLGRTaWhSRJqysvhVFUYigqHosCQFRiKCkOR4VBU6LICQ5HzSyUfMKFAlSTepUVF+qa1nzZtGi960YiwLAu33HILTNNkv5S2up15TDTUv+mWbSOSSsIXj6M7HoMvHkN3LIbueBTdsRiCIzy1IdH2ridDgggBopjLfyDlA4b7ZlYQ84HEkpDL2CD2zdwg5qbAUCQpl+lBkqCIEtR8IIMqSdCknsBmGZos9Qt60OVcv17aAn019geJaLj4d2NoevqlkiQN+iX0hlRXV6OmpmaTj//ee+/hsMMOK7nuP//5D44++ugh1ZNOp+FwOEoGgvzxj3/Er371KwBAY2MjJk2aVLTNkUceiQULFpSs+4ILLsAjjzxSVD5//nwcddRRhdd33XUXfvaznxVtd/7555fcv8d+++1XcuqOtWvXYuLEiYXXZ511Fp599tlB6xmOAw88EB999FHhdSQSwbRp09DS0rKBvXIkScI+++yDM888Ez/4wQ+Ksj4sXry45BQwdXV1aGtr26T2DvZzmz59+qDTYpx77rl4/PHHi8oH/twAYN68eSUzYgw2LU2pa5cTJkxAY2Njv7J9990XX3zxRdG2Gzq3v/rqK+y9995F5Rs6R4mIaORw2o5tnCyKKNd0TKupK+rgp00TndEI1kfCaI+E0RoOoTUcQmAI2RSIiDZEEABDVuBQVTgVFU41FwCRW2pwqgochfLcOoeqQpdkrMjf1cELE0RERLQ5REGAVzfg1Q3sUlFZtD5tmvDFY+iKRQtBFV2xXICFLxGDaTHSnLYtmiz39qsVFYbSG1ysy7lgY03uzbjQk1FNEXsyq4mQRQmS2Ds1hSSIhWnnGIBMRESbQxRFTJ8+fasft29wwECLFi0acvDEsmXLBs2gMWHChE1pWsFQM3MMlj1iY9OPOJ3OIdU/khkT/P7+GcTcbjdef/11fPe73y35ZX9fpmni008/xaeffoo///nPeOSRR3DqqacW1peaOgXYMhlASk030kMegWmDN9emnBNDPR+IiGjLGP3/PWiTqZKEsd4yjPWW9SuPplJoCQfREgqhORRAUyCA7njplGVEtOMSBECTZDjU3swPDkWFQ81lenAqWiHooScwwpDVfLYIpTBv73AwBT4RERFtLaokod7tQb27ONWzZdsIJhK9GSvyy9wjjhCzVtAIcSgKvLoOj67DqxnwaBrcug6PqsGt6XBrGpyqBpeqQslPS0hERES9GhoasNtuu2HVquIppd9880385Cc/GVI9b7zxxqDrjjzyyI3un8lPSVxKIBAYUhvcbnfJ8o1NPzLYdCMDlZWVDWm7ocgOmOYayE1v8+mnn+L111/Hc889h4ULF2LlypUlt+0RCoVwzjnnYPny5Rg/fvwG27klpsuQNtC/2hYCSzflnBjq+UBERFsGgyd2QC5Nw5TqWkyp7k2XFU2l0BQMoDHox1q/D2sCfqQ20Okhoq2vkBa3kApXgirJ0CSpkBZXl3MpcvU+r7We9LiKDENWCtNgaLK8SQEQRERERNs7URBQ4XCgwuEAUF20vidrhT8fWNHdMyVILIaueBQZkwGhlAuMqHA4UG44UK4bKDcMlBkOlOkGynQdZboBdRu4o5GIiGh7d+yxx5YMnvj3v/+NtrY21NfXb3B/y7Lw8MMPl1w3depUNDQ0FF4Plo1gQ19Yf/311xs8fo/Bpi9Zvnz5oPtYllXyvZdSV1dXsvzWW2/FoYceOqQ6eui6XrJcFEUcf/zxOP744wHkgkrWrFmDxsZGLF68GE8//TQ++OCDfvskk0nMmzcP119//Qbb2d7ejqamps3OBLI92dA5MVhWlRUrVmzJJhER0UZwlL+TcGkaptfWYXptruNi2TbawiGsDviw2ufDan83p/sgGoaeaS1yqXZzaXd7Ahh65vrVCvMA59Lu5pa5eYFVSS6k4c2l5GWgAxEREdHWsqGsFbZtI5hMoisWQUc0io5oBG2RMNoiYWas2MEooogqpxNVThcqDQeqnE5UOpyoNByocDhhKMpoN5GIiGincNlll2Hu3Lmw7f7TrqVSKVx11VV4/PHHN7j/3LlzsWjRopLrrrjiin6vB8sE0NzcXLL8vffeG3TdQAceeGDJ8k8++WTQIJAFCxYMOrXDQDNnzsTdd99dVN7c3IxrrrlmSHUAuawTQ53SQlEU7LHHHthjjz1w/PHH44orrsDuu++OtWvX9tuu71QflZWVmDZtGpYsWVJU35w5c3DbbbcNua3buwMPPBCvvfZaUfmLL76ISy+9tOQ+//znP7d0s4iIaAMYPLGTEgUBY7xlGOMtwxETdwUA+OIxrPZ1Y6WvG6t83eiMRUe5lURbn0fTUG448ml39cLSpWlw5dPtulQNDlVlsAMRERHRDkgQBJQbuSwDu1f1v1Mslk6jNRxEczCYmyIxGEA30+pu00RBQLXThRqXC7VOF6pdbtQ4nah2uuHVdfbpiYiItgHTp0/HGWecgWeffbZo3RNPPIExY8bgj3/8Y8kv/J988kn87Gc/K1nv2LFjceGFF/Yr83q9KCsrQzAY7FceCATw4osv4uSTTy6UxePxouCLDdltt92wyy67YM2aNf3KTdPElVdeiSeeeKLfVBLxeBy/+MUvhlz/cccdB8MwkBhwE+TcuXNx3HHH9Wt7KStXrsRjjz2G+++/H62trf3WPfPMM+jo6MB3v/tdVFRUDFqHaZpIlggoHjgNxemnn14yeOLOO+/EPvvsg+9///sl6w+FQrjvvvuGFQyyLTvuuOPwhz/8oaj8lVdewcsvv4yTTjqpX/m777670WAhIiLashg8QQWVjtxdNgeNy6XNCiQSWOXrwkpfF1Z0d6GLFwVpB+DVdVTn7yiryp/zFYYD5YYBr25wHmIiIiIiGpRTVbF7VU2/oIpwKok1fh/W+H1Y6evCulAQA26apK2gJ5tIrcuNOrcbdS436tweVDmckERxtJtHREREG3HPPffggw8+KPpSHwD+8pe/4OWXX8bs2bOx5557QlVVrFmzBk8//TTefPPNkvXJsoy//e1v0DStaN3BBx+MV199tah81qxZuPnmm7HPPvtgzZo1uOOOO0oGAGzIpZdeWjIg4qmnnkJnZycuuugi1NfXY9WqVbjrrruwePHiIdddXl6On/zkJ7j11lv7lWezWZxyyik4/PDDcfbZZ2PcuHHwer0IhUJobW3Fl19+iYULF2LZsmWD1r1q1Sr8+te/xk9/+lMccMABOPTQQzF16lTU19fD7XYjmUxizZo1eOihh9DW1la0/5gxY/q9/vnPf467774boVCoX7llWTj//PPxyCOP4KyzzsJuu+0G27bR2tqKt99+G08//TQqKyt3mOCJI444AtOnTy/5cz7jjDNw2WWX4dhjj4Uoinjrrbdw1113wTTNUWgpERH1YPAEDarcMHDg2PE4cOx4ALlgipXdnViRD6bwDYgmJdpWOBQFdW43al1u1DhdqHa6UeNyodrh5JzERERERDSiPJqOferHYJ/63AXjWDqNFd1dWNbVgUUdbQhyqo8RJYsi6txu1Ls9aHB7UO/2osHjQbnhYBYJIiKi7VhtbS2ee+45fOtb3yo5jcXSpUvxq1/9akh1CYKAu+66C0ceeWTJ9eeee27J4IlEIoGrrrpqeA0f4LLLLsP999+PlStXFq2bP38+5s+fv1n1X3fddfjXv/6Fr7/+umjdwoULsXDhws2q3zRNfPjhh/jwww+Htd/ArBcVFRWYO3cuvve97xVNxwIAb7755qCBL5WVlcM69rbujjvuwHHHHVdUnk6ncccdd+COO+4YhVYREdFg+C0iDVm5YeCgcRMKmSl88RhWdPdmpggMSBdGtKWVG0bv3WX5O8tqXW64S0SUExERERFtDU5Vxb4NY7BvwxjYto314RAWdbbjq/b1aAwERrt525VKhwMNHi8a3B40eLwY4/GixuliJgkiIqId1EEHHYQPP/wQp512GlasWLFJdbjdbjzyyCM4/fTTB93mu9/9Lu644w58/vnnG61vwoQJmDBhAt5+++0hHd/hcODxxx/HMcccUzIIZKCZM2cilUrh448/HlL9brcbr7zyCk444YRhZa3Yko4//niceuqpReXnnHMOAoEAfvrTnyKTyYxCy7YNxx57LH71q1/hT3/605C2v/LKKxlQQUQ0ihg8QZus0uHEoeOdOHT8RNi2je54DKt83Vjp68LK7i74GUxBI0AUcudanduDOlfuDrOerBK6rIx284iIiIiIBiUIAsZ4yzDGW4bjJ09BIJHA1+3r8UV7K1Z2d8Hi9B4AAE2WMcbTGyAxxu1Fg8cLQ2F/n4iIaGczdepUfPLJJ7jrrrtw5513wufzDWk/RVEwe/Zs/OY3v8HEiRM3uK0sy3jhhRdw3HHHYfny5YNud9RRR+HRRx/FddddN+TgCQA44IAD8Oqrr2LWrFlYt27doNudccYZePjhh3HKKacMuW4AGDt2LD7++GNcd911mDt3LuLDyBC911574dxzzy0qr62thaqqSKfTQ65LFEVceOGFuPvuuyEMkgHsRz/6EQ488EBcccUVeP/994dU72B1bc/++Mc/Qtd13HzzzchmsyW3cTgcuP3223H88cczeIKIaBQxeIJGhCAIqHa6UO104dDxEwHkMlOs9HVjta8bq/0+dEQ3HmlLOy+HoqDa6UKNy4U6Vy6DRK0rd04pkjTazSMiIiIi2mzlhoEjJu2KIybtimgqha/a1+PztlYs6+qEVSKd8Y6o0uHAWE9ZIVBirNeLSoeTU24QERFRgdvtxnXXXYcrr7wSr776KubPn48PPvgAnZ2d8Pl8yGazqKioQFVVFfbaay8cc8wxOOGEE9DQ0DDkY4wfPx6ff/45/vrXv+LZZ5/FsmXLEIvFUFtbi4MOOgjnnXceTjvttE1+D4ceeiiWLFmCuXPn4plnnsGKFSsQj8dRV1eHQw45BLNnz8a3v/3tTa7fMAzcdtttuO666/Dkk09i4cKF+Pzzz9Hd3Y1gMAhVVeHxeDBx4kRMmzYNhxxyCL75zW9il112KVnfhRdeiFmzZmHhwoX48MMP8cUXX2D16tVobW1FNBpFNpuFw+FAdXU19thjD8ycORNnn302Jk+evNG2HnDAAXjvvffw0Ucf4R//+Afef/99rFq1CoFAAOl0GtXV1aipqcGee+6J448/Hscff/wmfy7bshtuuAFnnHEG7r33Xrz++utobW2FqqoYP348TjzxRPzwhz/EpEmT0NjYONpNJSLaqQl2qQmntrBbbrkFmUwGiqLg2muv3dqH325YloUlS5YAAKZNmwZxO09NGk2lsCbgw2q/D40BP5qCfmRMa7SbtZOykUjk5l42DB3A1rlQ6dV1VDqcqHI4c0unEzX5oBuXqu6QUcU7mx3t7xZtO3hu0ZZgWRZuueUWmKbJfiltdTvzmIh/04vF0ml83dGGz9e3YFlXJ7LW9j9OUiQRDe5ccMQYj7cQMMFsErSp+LeDiIaLfzeGZmfulxIRERENxMwTtNW4NA171TVgr7pcBLBpWVgfCRcCKdaFglgfDu80d1ztSFRJgkfT4dF1eDQNXl2HRzNQYRgoMxwoNwyU6QYzSBARERERleBUVRwybgIOGTcByWwGSzo78GXbeizubEMiUzqt77bEq+sY4/FinDcXIDHOW4Zqp4vZJIiIiIiIiIhou8LgCRo1kihinLcM47xlOBy5dGEZ00RbJIzmUBDrwyG0R8JYHwkjkkqNcmt3HJIoQBIkWJIESRBQbjigSBIUSYIkiNBkGaok9S4lGYaiQFcUGLICXZbhVFW4VA1OVYNTVaEyKIKIiIiIaETosoL9GsZiv4axMC0LawN+LOlsx9KuDqwLBTGaseaKKKLW7caY/JQbuUcZ3Jo2eo0iIiIiIiIiIhohDJ6gbYoiSRhfVo7xZeX9yqOpFNoiYXTHY+iKRdEdj6E7FoMvHkM0nR6l1g6NKAjQZRm6LEPr81AlGZokQckvVUmGIolQJAmyKEERRciSBFkUIQlibikKkEURoiBCEgRIoggxv5QEAYIgQBSE3HpRgCTk1wsCxPxrQRCYtpCIiIiIaDsgiSJ2q6zCbpVVOGXqnohn0ljr92O1vxtr/D60hkOIZzIjflxVklDtdKHO7Ua924M6V25Z7XRB4tiBiIiIiIiIiHZQDJ6g7YJL0zBZq8ZkVBety5gmwqkkgokEAskEYukUYuk04plMfplG2jSRNrNImyYy+QcAWLYNO7/sDTLIBSKIgghFEqHmszKoUm8mhkIQhCRDV2To+YwMhqxAk/OvldxrWcwFLBAREREREW0Oh6Jiem0dptfWAQBs20YwmcT6cAjd8Sj8iQQCiThCySSS2QyS2SxS2Sxs2BCRC7aWRRGGosCpqDAUBV5dR5mem2av3HCgxuWCR9M5hiEiIiIiIiKinQ6DJ2i7p0gSKh1OVDqco90UIiIiIiKirUYQBJQbBsoNY7SbQkRERERERES03WO+TSIiIiIiIiIiIiIiIiIiItqpMXiCiIiIiIiIiIiIiIiIiIiIdmoMniAiIiIiIiIiIiIiIiIiIqKdGoMniIiIiIiIiIiIiIiIiIiIaKfG4AkiIiIiIiIiIiIiIiIiIiLaqTF4goiIiIiIiIiIiIiIiIiIiHZqDJ4gIiIiIiIiIiIiIiIiIiKinZo82g0g2t5Yto20acK0LNh2rszu868oiJBEAYooQhQECIIwWk0lIiIiIqKdQNaykMhkIQAQBAGikFtqksTxCBERERERERHREDF4gnZalm0jkkojlEwhlEzmlynEMxnE0lnEMxnE0xnEMxkks1lkTAsZy4Rp2cM6jiSKUEQRmixBlSRosgw9/9xQZBiKAkOR4cg/dygKnKoCZ89SVaBI0hb6FIiIiIiIaFtnWhY6Y3G0R2Joi0TRHokhkEggms4gmkojmc2W3E8SBbg1DR5NhUfXUK7rqHM7Ued2od7thEtVGVxBRERERERERJTH4AnaoaWyWXRG4+iKx9EdS6A7FocvnkB3PIFAIgnbHl4gxKYwLQumZQ16QXMoVFmCS1Xh1lS4VRWu/NKdvwjq6bPUZZkXQImIiIiItmPxTAZr/UGs9gWxyh9AczAM07KGXY9p2QgmkggmkiXXO1UFY70eTCjzYGK5F+PLvPDq2uY2n4iIiIiIiIhou8TgCdohpLMm1keiaItE0dFzN1Y0Bn88MdpNGxHprAl/NjGk9yOLIry6hjJDh1fXcs91DV5dR7mRe7gUZSu0moiIiIiIhsKybTQGQlja2Y0lnd1oDoV7ZgXcomLpDJZ3+bC8y1coKzd0TKoowy7lZZhUUYYxHhckUdzyjSEiIiIiIiIiGmUMnqDtTjiZwrpQGC2hCFrDUbSGI+iKxbdKFontQday4Isn4NtAoIUAQMxm4FZkTEqaqHQYqHAYqDB0VDgMlBs6dJl/HoiIiIiItpREJoMlnT581d6JZZ0+xDOZ0W4SACCQSCLQ2o7PWtsBAIokYnyZFxPLvZhY5sXECi/KdH2UW0lERERERERENPL47Sht0yKpFJoCYTSHwlgXCmNdMIxQMjXazdruWQDimSyimSwC6ztQapIPp6qi0qGjwjDywRW5wIrKfJCFxuAKIiIiIqJhCSaS+Kq9E1+1d2GVzw/T2vYDwDOmhdW+AFb7AoUyj65hjMeNsV43xnhyj2qnwQwVRERERERERLRd47eftM1IZDJoDobRFAznl6FB5+alLS+WTiOWTqM5GC653qWpqDD0oqwVlcxcQUREREQEALBtG63hKL7OB0y0hEr3rbc34WQK4WQKSzu7C2WCIKDC0FHjcqDa6UC5YcCra/BoKjy6Bo+mQZclBlgQERER0WZZsGABjj766KLy2bNnY968eZtd/7x583DhhRcWld9www248cYbN7t+IiLatvHbTRoVGdNEaziK5mAITcEwmgIhdERjo90sGoZoKo1oavDgCoeioNyho9zIZa8oN/TCo8LQ4dE1iEKpnBdERERERNuvdNbESp8fizu6sbizG/4NTKe3I7FtuzB94FL4Bt1OkSTosgxdlqDKEiRBgCSKhaUAoHeY0PPEhm0DA/N09KwVBAGSKEAUBEiCAFEQoUgiVEmELIpQJAmaJMFQ5PyxZRiKDKeqwqUqcKgKxyZERESjSNjA/8OyLENRFDgcDpSXl6OqqgqTJk3ClClTcNhhh+GII46AoihbsbXbr8GCAiZMmIDGxsaN7j9x4kQ0NTUVlT/88MO44IILRqCFREREo4/BE7TFWbaNjmgsl00iEEJTMITWcBSmZY1202gLimcyiIcyaA1FSq4XBAFeXUO5oaNM11FmaCjXdXgNDWW6Dq+uwatrkHlnGhERERFtw2zbRlskiuXdfizr9GFFtx9ZjnUGlTFNZEwTkW1pNkYBcMgK3LqKsnyWDE9+PFJh6CjPB4O7VGWDX+4QERHRyMtms8hms0gkEvD5fFi1ahU++OCDwvrKykpcdNFFuOaaa1BZWTmKLSUiIqIdAYMnaETZtg1/IommQAjNoVywxLpQBKlsdrSbRtsY27YRTCQ3OjWLS1NzgRSaVgio6En769XVwoVNBlkQERER0dZg2TbaIzGs8Qex0ufHym4/Iqn0aDeLNoedD/7OZNARGTwjoiyKqHQaqHIYqHQ4UOUwUOU0UONyotJhcExCREQ0Cnw+H/785z/joYcewoMPPoiTTz55tJtERERE2zEGT9Am6wmUWBcMozkUzi2DYcQzmdFuGu1AeqYHaUXpDBY9HEruTjGPlptX2a1pcGsK3KoGl6bkX6twqgo0SeIdY0REREQ0JKFkCutCubHOWn8QjcEQkhkGh++MspaFjkisZICFIAioMHTUuJyodTlQ63Lmnzvh0VSOP4iIiLawrq4unHbaabjnnntw6aWXjnZziIiIaDvF4AkaEsu20RmNoSUUyT3CYawLRhgoQduModwp1kMWRbhUFS5NgVPNBVS41PxzRYEzP++xU1XgUHIPQ5E5DzIRERHRDiydNdERjaEtEkV7JIaWcAQtoTCzStCQ2LYNXzwBXzyBpZ391+mKjFqXE/VuF2pdDtS5XKhzO1HhMDjGICIi2oA5c+Zg3333hWVZCAQCWLduHd566y289NJLSCaLs9laloXLL78cEydOxAknnDAKLSYiIqLtHYMnqEgyk8X6SASt4ShaQxG0hCNYH44gY3LeXtoxZC0LwWQSwRKDrEHl50E2FBlOVYGRD6pwqDKcSu51b7CF3BuAoShQJGnLvRkiIiIiGjLLthFIJNEdi6MjGkdXLIaOaByd0Rh8iQRgj3YLaUeUzGTRFAihKRDqV65IImpdLtS7cxkq6ty555UOAxKnACEiIsKMGTMwc+bMfmWXX3452tvbcdVVV+Hxxx8v2sc0TZxzzjlYvnw5amtrt1ZTiYiIaAfB4ImdWNay0BWLY304irZIFOvDuYAJfzwx2k0j2vb0mQfZN8zfEUWS4MxnsujJcFFqmcuGkXvOi6VEREREmyZjmvDFk+iOx9EdS6A7Fkd3PI6uWC4rgGkxKJy2DRnTQksojJZQuF+5JIqoceam/qh1O1GXn/6j2uWALvMyDhERUV1dHR577DHU19fjtttuK1ofCoXw5z//GbfffvtG6/r666/x7LPPYuHChVi1ahV8Ph+y2Syqq6ux22674Zvf/CbOO+88TJw4caN1lZqma8KECWhsbAQAfPHFF3jwwQfx+uuvo6WlBYIgYNy4cTjhhBNw1VVXYcyYMRs9xvbstddewyuvvIJ3330Xra2t8Pv9UBQF1dXV2HvvvXHcccfhvPPOg9vt3mJt+Ne//oWHH34YH3zwATo7O1FRUYE99tgD3/3udzF79mxomrZZ9ZumiX/84x94/fXX8f7776O9vR2BQACGYaC6uhoHHnggTjjhBJxzzjlQVXWDdc2bNw8XXnhhUfkNN9yAG2+8EbFYDA8++CCeffZZrFy5Ep2dnTBNE2vXrh3S+UpERKVx1L0TyJgmOqNxtEdj6Mg/1oej6IzGYNm8tYpoS8uYJoIJE8HE0DNdOBSlEEjh1jS4NAVuVYVbU+HqWeafO1WF6X6JiIhop5LMZNEVj6MrFkd3LBcYkQuSSOSyi3GYQ9sx07LQFsnd5IC2/uu8uobqfGBFldOBKoeRWzoNBlYQEdFO589//jPefvttfPzxx0Xr5s6di+uvvx5lZWUl921qasKPf/xjvPLKKyXXt7S0oKWlBQsWLMDvfvc7/PCHP8T/+3//D7quD7udmUwGV199Ne6++25YAwJ5ly5diqVLl+L+++/H888/j29961vDrn9bN3/+fFxxxRVYtGhR0bpUKoVoNIq1a9fihRdewG9/+1v8/ve/x49+9KMRbUMsFsP3v/99PP/88/3K29ra0NbWhgULFmDOnDl48sknN/kYTz/9NH75y19i7dq1RevS6TRCoRBWrVqFJ554Atdddx3uuOMOnHnmmZt0rE8++QSzZs3CmjVrNrm9RERUGkfWOwjLtuGPJ9CZv3jYGY2jM5a7mOiLJ2AzSIJou9KT5aJz45tCEIRCZgu3quYyWWi5TBbOnulE8lOI9EwtYigys1sQERHRNsu2bUTT6X5BET3Lrlgc0VR6tJtINCpCyRRCyRRW+QJF61yaigpDR7lhoNzQ8891eHUNHl2DR1M5pSAREe1QJEnCr3/9a5xxxhlF6xKJBObPn4/TTz+9aN38+fNx5plnIhAo/v+0lEwmg7vvvhsffvgh/v3vf6OiomLIbUyn0zjttNMGDdLoEY1GccYZZ2DRokUYP378kOvf1t1+++34xS9+AdM0h7S9z+fDj3/8Y3z22We47777SmbzGK50Oo2TTjoJb7311ga3W7x4MY455hhcdNFFwz7GlVdeiTvvvHPI269btw5nnXUWbrrpJlx//fXDOtby5ctx9913w+fzDbOVREQ0FAye2E5kLQuRZArBRBKBRBK+eC7lrD+RgC+eRCCRgGkVB0ikolFkEnHo3jKE21rRsWQxqnbdHdW77w7LzMK/dg1Upwue+obCPpaZRbSjHWbWhKOsHMGWZiRCQWSTSagOJ+pm7A3V4Shsn47HkY6GoRgOJIJBxLq7oLncqNhlF4iSDDOTQWBdI0KtLTC8Zaibvhfivm4IooSOZYuhOp1wVlaha8VSiIqKql13h3/tanjGjIWzshqR9vVIBPzIJpPQvV54x02Ao7wc/sa18K1eiUwiAc3lBgQRmtsFb/0Y+BrXQne7UbHLbmj55CO462qRjEQQXLMaVVOnIRWOwEyn4KqpQSIYgFFeibJx49D29VewTROCJELzlME2s7CzWciajkhHOzRvGZo/fh9WJotxBx6CbCIGR3kl4gEf3PVjIAoCJE1DoLERoiyhbMIERDo60L18KWTDgOEph5lNo37G3lB0A/GAD1W77YHguiYkQ0E4q2rQvuRrBNc1Q3O5MGa/A+Gpb0Dn0sVwVFbBUV6BZDiEdCQC2eGAKMsItaxDMhxCMhSCo7IKFZMmIdTcjGDrOjiqqiArOsrHjUPV5D2QDIfRuWwxIInwNzcjm0rCW1ePhhn7INrZATObhaQoSMdjcFZWQTEcaH7/HWSSKUw64kiIgohMMgHV4YBl2Yh0dEAQBYiiiPLxEyCIEtKxKGzbRmBdMxRNQ+Wuk+FfuwqybkA1HAitb4F37HikwiGIsgJJ05AMBaDoDnSvWQGYNsYf/A0Em9bCBuCub0CouRGSpsNdWwejvAL+tash6wZkTYOzqgqiJCPW1Ylwextg2zBNE6rDAU9dA2RNQ8zXjWwqBTOVgqOqCq7qmlwbmxoRD/hQvdseyCYTkHUdZjaDaHs7yiftgu5VKyEIAmqnTocgikiGQzAzGUiKCv/aVdA9ZRAkCdHODjirqiFrGiRZhrO6puh30UynEevugm1b0Fye3M8xHkWkqwOSrEF3u1G162QIoohwextsy0ImHoPm8UDWdDirqgcdLKTjcYRa/bABOKuqIKv908tlkgn41+R+pwxvWaFck2UYsgxDyT10WYYZj0JIZzBm3DiEuzrgdbthZzJwGjrqamsh2TY6W1tgZTKYtMskVHjLoEoiFEmCNITBTDabRXNzM2pqaiCKItra2uBwOJBOpzFhwoSN7t9XMBjEl19+ib322gvl5eXD2ncompqa4Ha7hzUg3lRdXV1IpVIYO3bsFj/WziaTyaC5uRn19fVw9Pm/i4iIRpdt20hZFlpCEQRTKfjjuTFORyiExuZmpAwnLLH/l7yRjnZ0Ll+C8gmT4Kmth2/tKrjrGnJ95FAIlpmFYjjQvuRrdK9YhoZ990f15D2Q8PshGwY0lxvpWBTRzk7YsHL9cb8fzqoqJIIBmOksREmEq6YWtmWhc9kSqG4PKiZMhKOiEgCQCAaQikSg6Dqc1TXIplLoXr0SZQ1joZeVIe7rhigrsCwT6z56H8lgEFNPOhWx7i4sf+1lVE+ZDndtHTLxOHSvF4puINy+HqlIGN6GcZANHYGmNUj4gqjafXeEO9YjFY5A1o1cH9gw4KmrRzoSQbizA7ZlwlVTA1nV0bl0Cdz1dRiz30Fo/fgDuMeMhe4pQ7h1HcxUEpO/9W0sefUltH/9Beqm7Y3djjwKVtaEpGmQNQ0tn32K9kVf4oDv/wBxfzdaPv8ERnkFKiZMBEQRiqbDKCuHZZpIRSNIhULQy8uRCoXgqq2Fu7Ye6VgU6VgMkqYhm8plADEzaZipNKLdncgk4qjadXfEfT60fPYxJhw2E6IsIxOJwqioRKyrAzYAO5vNjeU++xipcBhaWRlU3ciPUyrhrm1AsKUJjvJKVO8+BQAQWt+CZDiCbDKBZCgIO5uFUVWFSEc7kqEQxu6zPyp32w2+VSthC4CZSqN71QqIsozK3XaHUeaFf/UaVEyaBFFW0PTBexAEG7sffxJaP/sE0c52lE+chLppe0FSFMS6uxDzdaNr5TIYZRXYZeaR8DeuQffypZh42JFQXS74Vq1EJpmAqy73M5cUFe7aOqQiEax9fyHKxoyDUV6OVCSM6slTEOnsQHDdWlgZE67qWihOB7wNY5EIBpCOxQAgN+bQNFjZLJyVVYXfj3jAj4QgIFpWjjXtnUiEgoWxUl/OfBY7OxqGQ1YwZkwDXPkA66alS1BR5sW0qVNhyDKsTBqh7m5MHDcWnR0dcDgciMViGD9+PBRFGdLv+YoVKxCPxzFlyhQYhlFyu1gshqVLl6KiogK77LLLUP+MjLjGxkasWbMG48ePx5gxYwrtbWpqgqqqiMfjaGhogGma6Ojo2OjnkEwm0draioaGhkHf+46go6MD2Wx2h081T0TbrhNPPBGapiGVShWte/PNN4uCJxYvXozTTjsN4XC4aPuN+fjjjzFr1iz8+9//hjTEgMSezAZDEYlE8Lvf/Q4PPPDAsNu2Lfrb3/6Gq666apP2feCBBzBu3LhhBxaU8rvf/W6jgRM9urq68Kc//WlY9d98883DCpzo64YbbsDEiRNx/vnnD3mfzcmOQUREGzfqwRMD01TtLGzbRso0kchkEUvn7jCPptIIp9KIpnPLSDKFdZ1diGazsFa3AsOMsmz9/BN88tD/wspmIcgy7Gy2sK56yjRE2tYjGQoCAMYfejj2P/8HSMfjWHjbHxFe3zJ4xYKAw664GjVTpqFr+VJ8cO+c3IUxQQD6ZLhwVFThG1dchYW3/wmpcKh3d0mCPcRI08FIug4zOfQpEPpa/dabm3XsHr7lSzZ532UvvVB4Logi7EF+D9bMf2OTjzGQ5i1DKv/zHujrpx7b6P5rFry+0W1ESYK1mT9bAFj8wtODH0OWYfU5l71jx6F80q5oXLig5PaSqsFM9x887XrMsQg2NcK3emW/8sF+Frq3DHuceAq+eupvg/6s+hp/6Ezsf/5/F17H/T68fdsfkfBvOBpYVBTIqlq4MNrXmP0OxIEX/agogMLfuAbvzvkLsokEgNzP+Yif/wqumloAQLhtPebfckPuMxMEHPjfl2Ls/gcBAJLZLJLZLAL5X6V1H72PT//vQdimCWd1DWJdnb2/14KAGWfOQssnHyHQmEsHJ2kaZv70GlRM2jXXfgCyJCKTTEISBJS3B6BIEmRRhCKJsDMZPPm736J1xXJoDgckSUY80jtQPeTY43Dxr6+DIomQRDG3n5h7nlsKkPPliz7/HFf894UwTROiKOK+eY/gsMO+AVnIbS+JwmZNZfKzn/0Mzz77LBRFwZ133olTTjllk+vamMceewzXXnstLMvCD37wA9x0001b7Fjbs779haH2HUKhEM4++2wsXboUVVVVePLJJ7HHHntsqSbSdmhn7YfStmdHOhdNy0I8k0U0nUYklUY0lUYknUY4mUYwmUQomUIwmUSbP4iMZUFvbC+Mc5KhEN6+7RbEujphVFTi8J//qvDl8NKX/ollLz9f8phjDjgIrZ9+XOiz9IxJ1r49H6KqwkqnIcoydj3mOKx689VNGovMOOscWNksFr/wTKGsYd8D0L7oS1iZDAABNdOmo3NJcSri1Qt6+/TrP/906Af919A265upLNi4Guvef7fkdmsXLig8b/nwHbR8+E7J7V6/6ddDO/AAdXvti86li/Kfx9C0fPz+Jh2rL6OiEqrThdC6pg1ut3bBG4AoAsP8fVv+r5f6vRZVFWP22R/rPurf9i8ef6Rw7i164Rk4q2oQ6y7OI+eqrUe0o/gLFEGUYFvF56bq9iAdKf3lzi5HfRN7zzoPS196Acte/ke+7Fto+eQDpKNRlI2fiJlX/gKK3vvFfTSdxmcvvZA7l20bU046FVO/cxr+84frEWpZBwAYe9ChmPLtk/HOnbciGQpCUlSYmd5sL9WTdsFZ1/0ObrcLiiRCESWokghVkqBIuf66JAi4+9pfYtHHHwEAPGVl+MtD89AwdhxkSYQsiJBFAWtWrMDlF5yPeDwOADj59NPxhz/fClHI9eel/FIQBMC2kLUsCIKATNaEKA68gcRG7p4SGzZyGTph55Y9r+0Sz20b+OucO3H/X/9aqKm2rg73/+1vuP+ee/Bin/TeFZWVyGYyCIfDmL7nnvi/xx6Hx+2GJAqQRLEwBuno6MBZZ52FxsZGjB07Fk8//fQOGSj98MMP48Ybb4RlWbj00kvxm9/8ZrSbRNTPpowjd2aWZWHx4sXD3q+6uho1NcU3Em0tmqZh7733xkcffVS0btWqVUVlF198ccnAiQkTJuCSSy7B9OnToSgKFi1ahP/5n/9BS0v/6+RvvPEGHnjgAfzwhz8cVjvLy8tx9dVX48ADD0RnZyduvPHGku176qmnMHfuXMhbcTqupqamEcnw0Fd3dzd+/OMfl1x38MEHY/bs2dhll10Qi8Xw7rvvYu7cuYX+QI+bbroJZ599NqZOnbrJ7Whra8Ott95acl11dTWuueYa7LvvvohEInj66afxxBNPDCuL99KlS3HDDTeUXHfsscdi1qxZGD9+PPx+P9544w088sgjyAzoL1922WU46aSTUFlZOfQ3BqCiogKXXXYZDjnkEAiCgNWrV+O5556DyGzDRESbZVSDJyzLwpIlm/4F9GjoTqYQymRh2blBuWnbsGwbWdtG1rKRta380oZp2UhbFtKWhUzPczP3OmlauYH8UGWHf4Fv8T+eLXzJ3DdwAgC6lvX/3JvfX4jJ3z4ZbZ9/suHACQCwbSx+4Rl4fnoNlrz4fC5wIl/eV9zfjS+e+lu/wAkAmx04AWCTAye2RUP5Mn4kDBY4MZJGInBio8cYcC6HWtYVLvKVMjBwAgBW/6d0IMhgP4tkKIivn31yyD+r5vffwfiZR8Gdz+iy4o1XNxo4AQBWJoP0IBebWz/7GOOWHYXyiZP6lS996R+FwAkg93Ne/tormH7mOQCAr555ovczs218/cyTqJo2o+QxFr/wTOH3M9bVWdinZ7n4hWf6ff5mKoWlL/8D+/936TkIoz5///fwyYdoXbE8184BgyEA+OD11yDtdQA8YzZ+UfHd2/9USPdnWRZ+9stf4fBr+l+oEwQBkoB+F11FoPA8t8xvBxQuygZamvHss88CyGUtuPbGm7Da8EDo2abPUhAAEQKEfD0CckEkQp/1AoqfQ0B+WwE3/f73hYs4Dz30EMbtfxAqqqv67ZfbpXdfsVDSd33vcdHneL3reusR88cX8m0vbDPgNQbUMdBg/4vZyF2o7rs+d+06f4E6v7OV38Lu87x328Hra/n0837H7/3vp3+L3nzlZSxduhRAbtD+25v/gB/85IoSLc7/DItK0e8zKJSh+PPsed77s+5zHuSfA/mfXZ/Pv39dKJRKojCkbC5EtP0bzTGRL5lG2sqNSywgP8axYebHOT2PnnFOxioe46TyY5ykaSJpWsgMs2+b7NOvXzn/9UIfJOH3YcXr/8bUU3NzAK949cVB62j9pM+F8gFjEiud+8LXymax6s3XNnkssvgfzxbtu/7zT/q8sksGTuxM2r/6fFSOm/D7htTXBjDswImSVaTTRYETAIrOvVKBEwBKBk4AKBk4AWDQwAkAWLPgTYw56BtY9so/+5T1BusEmxvR+N47GHfozN72myaW/OPZQnuXvfwPeMZN6Demavno/VzmvfwYsm/gBAB0rV2Dhf9+pV+9A/lXrywETgBAOBjELXfOwdTTzuq33RePPtTvi5IXn38eoT32gjMfDD6oJSM7v/er99/f73VHezsu/eW1WP9p/y/i/H3SYy9etAizb/5Tv89ByI85Vr76EhobGwEALS0t+MF1N+DAM2flAsLzY5HCo0+ZKKD/up5xTH5c0zOm6Snr6b+L6H1e6FP26d/261VupGM/eB+/2M0331wYy8ydOxe7H3QIvGVlJfcfSt9a7NPuvu9n8PFViTEMeo/BPjX1tWzZstFuwjar5/c4kUhgzz33HPb+N9xwA2688cYRbtXw1NXVlSzv7u7u9/q1117D++8X/z9+6KGH4rXXXoPL5SqUnXjiibjoootw0EEHYfXq1f22v+WWW3DxxRcP+Utqr9eL999/v98NHccccwymT59eNHVINBrFkiVLsNdeew2p7m3V7bffjkgkUlT+k5/8BHPmzOlXdsYZZ2DWrFk44ogj+mUQsSwLt9xyCx599NFNbsf9999fFKwAAJWVlfjoo48wceLEQtnpp5+OPffcc1jBgL/vc12vr9tuuw0///nP+5XNmjULJ510UlE2lGg0ijvvvBO///3vh3zcyZMn46233kJ9fX2/8ssvv3zIdRARUWmjnnlie+NRFBiylAuasAZcVMwHTGT6BFBkei4smr0XGVOmhZSVu8CYMi0kTGtY0YxDNTB1/wYJAkRZhqQNbR9J13PLjWyv5Lcj2qYMyJIyFJKiFC6+D6V+SVULL+Uh/l5tTKl6Sv0Oypre53n/9LDSBv4ubOz3WVSUouAVSRv67/iGjg0g97kN8bMa+Fmouga3IvcLjBh48VHs87pwARLFFyM1jxuCIBT+LjscBmoNrRA00Tc4Qhx4EW+QC5e5II3+F/qA3PEN3UAin21EkiQ0eF3w6lpxYEOfL9/7BVQM8sV9Txn6ve6tZ1vUc/df4XX+n76lxQETKFrb87ra3XvRAwAq3C7UGLlzp/+nIPR7PfDia9+t+n582/rnSUS0MRWaUrgD28oHsvULnrB6xzlZy0ImH0jRM8bJBYfb+eDwXPBEbnxjIpE1YQ6zvzXw//e+rwVJAgb0Q3pXDq1vJ0oiNjXWV5QV2KIIs0Q6aMrbhD42bR5BFCFpOkRJhpXNFMr6Bn1LA8bkgiBAVFSY+ZsgRFmB7OzfZxpKv3xgvUXrhzh2KTVGcBoGnIpcCBIoDkod2HvLsWH3C8LNZZXoDd7tuYGlX3l+e1GSirKmaA7HRs9rt9OJMlXpF5wtCQK6nM5+23ldTtQaGiQhFyghDgii6Fs2cAzTU2/R2CX/uQwMjB48SHd4BgZCl6LrOtL5cbIsy2hwu+DUtX7H7tGvvz1gnAJgszIHEhG53e6S5QMzTLzwwgslt/vLX/7SL3CiR0VFBS644AL89re/7Vfe3NyML774Avvtt9+Q2vfLX/6yKBNmfX09jjnmmMINPH01NTVt98ETpT5rr9eLP//5zyW3P+iggzBz5ky8+Wb/rNEvvfQSTNMc8jQpA7322msly3/xi1/0C5zo8ctf/hL33XcfmpqaNlp3NpvFyy+/XFS+++67FwVO9DjttNOw6667FgXk/OMf/xhW8MQDDzxQFDhBREQjY1SDJ0RRxLRp00azCdsE27aRypqIpNP9pu4IJVNYva4F0WwWouFEKJVCND30FKj7ff8H+PiBe5GKhKG5PYh2thfWTf3OaeheuQJdy5dAEEXsNetcuMrLscvMIxFYvRKtn30M2zSL0nMCgOJ0Yb/vnQ/dMLDPrPPw0f33INrZmZurNhEvjKrrZuyNA86/CO/HYuhe0RvdbVRUIBNP5OfA3cjFNUlC0RVOUYJ37DiEmhuH/Flsk/IXYTSvF6lQaPDN+kxzIigK7GGkwe2retqe8K9aAXOoAQCliCJg27kLcgN+LrKuQ3V5kAwFcl+w53+2A6fZ2CyiCKOsvHBnmSgrGLP/gajeYyo+f2xeUZskXYejohLR9rbCBURRlrHveRciuK4Jq9/MdZ5FRYEoSZB1HeloFFY226/d1VOnY8q3T8Gn8+5DOhGHlTVhZYo/R0EUISoKpp9yJirGjiuUTznhOwiva0LnsiW5z0+WcxfmBpz/zppaaC43/GtX91snqSr2OPEUVO+ya9Ex9z7rHCR83bk0xYKAyt12x9STToWan1N3v/MuwPzmtYj7uiHrBg6+5DLog8y3u//si/DJQ/+LdDSK6j2momv5UgiyBCubhaIb2O/7P0Dr55+g6b2FsC0LZWPGYeb3zkd5ZQWUnhS9goBYOAxJEFBbXQVVlgtTbch7TsHffe348M03UDd2HBRVRdPKFRAlCZIk4dyLL8HZZ53au32/h1BI7yuJIjq/sR++853voLu7GxUVFXjxb49i/PjxGz5/hqE8EsSdd96J8vJy3H333dh7771HrO6B5t77V1x55ZWIx+P4zW9+gxOPPHKLHWt7ZllW4U6hKVOmDOnujr2mTkVrczNee+01TJ8+HbfcfDMqKiq2dFNpO8LUvbQt2FHHRD3TFEZSuek7wqk0QskkgskUgokkGts7EMlkkZVk9Pwm7v6tExBqakTX8iWo3GUypnz7O4XpBg66+DK8f88dhT6SpOkwU0lIqoppp56FVW/8C9lUCoIoIR3tvcPN3TAWyYAfqsuFaaeeicXPP424r3tgc/sbOLWDKOHgSy6DmU7js/97EOl4DJKqYup3Tsfat/+DWFcnZF3Hbt86ITftnijm2rADBhIIspzrVw/8+ymKmHbyGVj30XuI+30QRBFWOgPLMrf451A3Yx9obg+a3l+40WOpHi/S4cHHXkPhqmvApCOOwpLnn+k3VlZd7sK5J0gSGvbZH609WQvyXwoLoogxBxyMlo8+AOz+n6HuLStkeuircvIeCK1rLmR8FCQJsqIAoog9T/8vlDc04IALL8GXTz0KQMD0085G47tvIdy6DmP2OxCTDjkMwoB+04H//UN88dgjsC0Le59zHmp3m4wJh85E0/vvQBBFTD9jFiYdehgSHe3wN66Bw1uGWDBQCGDY6/AjcM6sWdAUpd90HYqYX0oSFOlQ/C3swxPzHoZlmpixzz64+483o8zjyU3rIQpQRBG+Iw7C9887D8uXL4csy7j++utxwQXnlvzsN6U/OFQnGgIuu+wyZDIZiKKIww8/HHPn3ounn34af/nLXwp3rO61115IpVJYtWoVTjrpJNx603Ul25E4ZiYujwTx7rvv4sADD8TcP/8RzgEBFTuCe++9F1dffTVSqRRuuOEGHHbIwaPdJKJ+tuTfjR3JP//5z0J2z+1VqWk4gNyX9X0tXLiw5HaHHXbYsI/59ttvDzl44pxzzilZPm7cuJLloQ1cK94e+Hy+QibQvkKhEBwOx7DqCgaD+Prrr7HPPvsMux22bePTT0tPmzfYFL2SJOGkk07CX/tM5zWYL7/8suS5t2LFimHfbLNo0SIEAgGUl5dvdNs99tgDRxxxxLDqJyKioRPsLZHyYCNuueUWZDIZKIqCa6+9dmsffrvRN4XvtGnTIIoiMqaJQCIJXzwBXzwJfzwBXyKB7lgc3bEE4pv4xTrtXGwAyfxUD7phbNJdKLR90mQZTlWBocgwZBkOJf9ckaHLMvSepSxDlyVosgxNlqBJElRZgi7JUKRcAEMppf5uEY0Enlu0JfSkADVNk/1S2up25jFR37/pU6ZORTSdgT+RG9t0xxPwxXPjG188gUAyOXgOeSIaMqeqwqtr8Ooq3JoGl6rApapwaSpcqgJDUQrjBIeiQBHFbS7DFvuDRDRc/LsxND39UkmSiqYTGIrq6mrU1NRsVhsG+z9n/vz5OOqooza6/4EHHohPPvmkqPyEE07Av/71r8Lrqqoq+HxDnO5rI6655hrceuut/cpKvQ+Xy1Vy+goA+M1vfoNbbrmlqPzhhx/GBRdcMCLt7GvevHm48MILi8rr6urw9NNPb3T/s88+G+3t7UXlA9u7aNEizJhRetrgTfHyyy/jxBNPLLxesGABjj766KLtZs+ejXnz5hVeh0IhlJWYTkoQhMI5X8qcOXPw05/+tKh84BQ1L730Ek4++eShv5GNWLx4cb/A+sF+XgPfJxERjSxO27GdUSQJNS4nalyl71iIpdPojMbRFcs9OqJxdERj6IzGkOXdlUQ7FEUSS174dKoq3KoKp6bAmb8I6lQVOBRl0KAHIiIiotEgCgLKDB1lho5dKsqK1mdME754Et3x3PimO5bIL+PwJxIwLUZWEEmiiEqHgUqHgSqHgXJDR7lDR4Whw6vr8OoaZI4DiIhoI0RRxPTp00e7GcOWTCbx5Zdfllw3efLkfq9HMqOD3+8f0nalvrzvIcvbxtczmqZh5syZQ9puKEY6c8ZQP+uBBgta0TRtg9OADDVb1Gi9z7q6uhE9LhER9bdt/O9MI8apqphUoWLSgAuPlm3DF0+gIxpDeySKtkjPMoqMyaAKom2BJIqFoAeXqsKlqnBrfR6qCpemFAImtG1kgEVERES0pSiShDq3E3Xu4guYlm0jkEiiOxZHVyzRL8CiOx5HOrt9p58m6ksUBFQ7Hah2OVDrdKLa5UCN04EqpwNeXYO4jWWJICIi2lr+8Y9/FKZXGuib3/xmv9dlZWXo7t7IFG5DlB3iNMUb+pJ+W8vyNFI2FDCyKYb6WQ/kdrtLlqdSKZimOejPJhaLDan+0Xqfuq6P6HGJiKg/fvO2kyhcaHE6sGdtdaHcsm344wmsj0TRFo6iNRxBaziKzliM6XGJNoMsioVsD05VgUPNZYFw9GSJUJXeTBFKLjhCk6UddtBERERENNJEQSjcbb9Hdf91tm0jmk7ngipicXTHezNWdMXiiKU53SFtmzRZRp3LiVq3E3WuXOBQrcuJSofBLHJEREQDZDIZ/OlPfyq5zjCMoik/6urqSgZPvPbaazAMY1jHrq2tHdb2O5PBMiNMmTIF999//7Dr23333TepHR6PB7quI5lM9iu3bRsrV67ElClTSu63YsWKIdU/2Ps86qij8Pvf/354jQVGdKoTIiLadAye2MmJgoCq/N0qe9X1zk2Xzppoi0bRGoqgNRzBulAE68NRpDYxypNoe2UoChyKnJ//t3f6C4ci93kt9wZJ5AMk1A1ElRMRERHRliUIAtyaBremlZwOJJbOoCsWR2c0lp/uMIb2SAydsRinAqGtwqEoqHM7Ue92oTYfJFHvdsGrawyoJiIiGqKf//zn+OKLL0qu+/GPfwyv19uvbObMmVi0aFHRtuFwGMcee+yQj5vNZreZKTe2RZWVlZgyZQqWLVvWr3z16tXYddddUV9fP+S6NuezFgQB+++/P959992idS+++GLJ4AnTNPHyyy8Pqf69994bbre7aHqQxYsX44ADDhhWhgieU0RE2w7+NaaSVFnChDIvJpT1djAt20Z3LI6WUAQtoQiaQ2GsC4YRHyQtGtE2RQCcSj7rg6bCqSq5KTJUJf9Q+2SG6A2CYPpbIiIioh1Prv/nxcTy/hfUTctCVyyB9kgULeEIWkJhtIQiCCVTo9RS2t55da0QHFHrcuWmoXE54dZUBkkQERFtovXr1+NnP/sZnn766ZLry8vL8Ytf/KKo/NRTT8XcuXOLyn/2s59hr732wuTJkwc9pm3b+PDDD/Hggw9i/fr1Q/6CfWd16qmnFgVPZDIZnH/++Xj++efhcrkG3TeZTOLVV1/Ffffdh0MOOQS//e1vN7kdxx13XMngiVtvvRWzZs3C+PHj+5X/5S9/QWNj45DqlmUZJ554Ip566ql+5V1dXbjkkkvw4IMPQlGUQfcPh8N46aWXcO+99+Kiiy7C7Nmzh3RcIiLashg8QUMmCgJqXE7UuJzYb0wuJZVt2/AnklgXDGNdKIzmYO7BgAraKgTArapwaxo8mgqPrsGt5abA8Gj552rutVNVmOaWiIiIiDZIEsXcl9tuJ/Zp6E3FHEml0BQMY60/iLWBEJqCIaSz5ii2lLYlmiyj2mmg2ulEtdNAbX7ajVqnE7rCyy5ERESb6uuvv4Ysy7AsC8FgEM3NzViwYAFeeuklpFKlg1slScJTTz2FmpqaonUnnHACDj74YHz44Yf9yltaWjB9+nSceeaZOOaYYzB27FgoioJgMIjVq1fjiy++wH/+8x90dnYCAI488siRf7M7mKuuugr33HMPotFov/I33ngD48ePxwUXXIB99tkHDQ0NyGaz8Pv9WLp0KT777DMsWLAA8XgcAHDggQduVjsuuugi3HzzzcgM+L6iu7sbBx10EK6++mrsu+++iEQieOaZZ/DYY48Nq/7f/va3ePrpp2FZVr/yRx99FG+88QZ+8IMfYNq0aairq0MymYTP58PixYvx8ccf45133kE6nQYA/Pd///dmvU8iIho5HMXTZhH6zDPcc3GxJ6CiKRBCczCMpmAI60IRTvlBw+JUVXh1DV5dQ1l+6dV1ePVckIQ3HxzBgAgiIiIi2tLcmoY9a6uxZ201gFyGivXhKFb4/Fje5cdqf4DBFDswQRBQbugo0zVUOR2FMXCVw0CV0wEPs0gQERFtEVdcccWwthdFEXPnzt3gFBz3338/Zs6ciXA43K88k8ngySefxJNPPrlJbaX+qqurcffdd+OCCy4oWhcIBHDHHXdslXY0NDTgmmuuwS233FK0rqOjA9dcc81m1T99+nRcf/31uPHGG4vWtbW14Q9/+MNm1U9ERFsfgydoxPUNqOjJUGHZNjqisUJARWMwhPXhCOcT3km5NQ3lhoZyw0CZrqHM0FFmaCjTdZQbOjyaCkWSRruZREREREQlSaKIcWUejCvz4Ju7TkTWstAcDGFppw9LOrvRHAxvvBIadaoswankp/BTFXj13ox2PUHcFYYBj65xOj8iIqJtXG1tLR566CGceOKJG9xuxowZeP7553HWWWchEAhspdbtnGbPno3u7m788pe/hGmOXqDxDTfcgHfffRdvvfXWRrd1uVz43ve+h/vuu29Y9QeDQdx5552b0UoiItpWMHiCtgpREFDvdqHe7cIh48cAADKmidZwBE2BXHaKxkAIXbH4KLeUNpcsiqhwGKgwcoEQfZ+XGzq8usbACCIiIiLaociiiF0qyrFLRTlOmrIbwskUlnR2Y3FHN5Z2+Xb6LHyKJMGtqXAoMnQ599BkCYokQRZFSIIAWRQhCgL6xij0ZHOw7d6gexvAwDAGURAgigJECJBEAaIgQJEkKKKYW0oiNEmCoSjQZQmGIkOTZagclxAREW33qqqqcMkll+Dqq69GeXn5kPY55phj8OWXX+InP/kJXnzxxaIpFwYjSRKOPvpoXH755ZvT5J3KVVddhYMPPhhXXHEFPv/88yHv53Q6cdppp+H000/f7DaoqoqXX34Z5513Hl544YVBt5swYQIee+wxrFy5cljBEwBwxx134Mgjj8QvfvELrFy5csj7VVRU4Oyzz+ZUMERE2xAGT9CoUSQJE8vLMLG8rFAWS2fQEsoFUzQFw2gOhBFMJkevkVREkXqCIwxUOHRUFZ4bqHTocKlMWUtEREREOzePruGQ8WNwyPgxyJgmVnYH8FV7J75q70JkkPm5t2eaLKPG5UC1s/dRkQ+c9mgaNFniGIGIiIg2iSRJUFUVhmGgvLwc1dXVmDRpEqZOnYrDDjsMhx9+OBRFGXa948aNwwsvvIBVq1bh73//O959910sXboUfr8f0WgUDocD5eXl2G233TB9+nQcccQROProo1FZWbkF3uWObebMmfjss8+wcOFCvPTSS3j//fexdu1aBAIBpFIpuFwuVFdXY8qUKdhrr71w1FFHYebMmdB1fcTa4HQ68fzzz+OVV17BQw89hA8++ABdXV0oKyvD5MmTceaZZ+Kiiy6C2+0eVvBDX6eddhpOPfVU/Pvf/8arr76K999/Hy0tLQgEAshms3C73airq8OUKVOwzz774JhjjsHBBx8MWebXdERE2xLB7nsLx1Zyyy23IJPJQFEUXHvttVv78NsNy7KwZMkSAMC0adMgiuIot2h0hJMprAuF0RwKY10wjHXBCAMqNpMNIJlIAAB0w+h355Ysiqh05IIhKhw6KvOBERWGjiqnweAI2iD+3aIthecWbQmWZeGWW26BaZrsl9JWtzOPiXbmv+mWbaM5GMJX7V34ur0L7ZHoaDdp2NyahgnlHoz1uDHG48ZYrxsVDoPTWtAWtzP/7SCiTcO/G0OzM/dLiYiIiAZiSBtt8zy6hul6NabXVhfKIqkUWsNRtIQiWB+OoDUcQXskBmvrxwJtd9yaCq+uwZJFuBQZUydOQKXTgQqHjgqDmSOIiIiIiLYUURAK2fdOmToZXdE4vu7oxJLObqzyBWBa29Z4RhJFjPO6MbG8DJPKvZhY7kW5oXO8QEREREREREQ7JAZP0HbJrWmYUq1hSnVvmrSMaaIzGkd7NIb2SBQd0RjaIjF0xWLb3EXILUGVJXg1DS5NRZmeS5Hr1TWUGRq8moYyQ0eZrkGRpP6R97tOYOQ9EREREdEoqHY5cIxrIo7ZdSKS2SxWdvuxuLMbK7r86IrFt3p7vLqGCeVe7FJRhknlZRjndUORpK3eDiIiIiIiIiKi0cDgCdphKJKEMV43xnjd/cpNy0IwmUJ3LI6uWALd8Ti6YwkEEgmEkimEU2mMwuw1GyWJIpyqApeqwKEocGsq3JoKl6rCpalw55deTYNbV6FzbjQiIiIiou2WLsuYUVeDGXU1AHLZ9lb7gljtD2KtP4i2aBTprDlixyvTddS5nRhX5sGEMi8mlHlQZozcvNJERERERERERNsbfttKOzxJFFHpMFDpMLBHdfF6y7YRTqVygRTJFOKZLOLpDGKZTGGZzprIWCbSpoWMaSJjWshYVqEO27ZhA4ANiKIARRQhiSJkUYAkilBEEZosQZNlaJIETZagShIcigJdkeFQZBhKLkjCUGQ4VQWaJDEdLhERERHRTsqtadinoRb7NNQCyI1bAokk2iJRtEeiCCSSiKYziKbSiKbTiGeyEAUBAnLTgwiCAKeaC8L2aBo8mooyQ0e924k6lwu6wssBRERERERERER98WoJ7fREQUCZrqNM511WRERERES0bRIFoRAUvmdtiahwIiIiItrhbO7NdbNnz8a8efNGpjFEREQ7AXG0G0BEREREREREREREREREREQ0mhg8QURERERERERERERERERERDs1TttBRERERERERERERES0jbFte7SbQEREtFNh5gkiIiIiIiIiIiIiIiIiIiLaqTF4goiIiIiIiIiIiIiIiIiIiHZqDJ4gIiIiIiIiIiIiIiIiIiKinRqDJ4iIiIiIiIiIiIiIiIiIiGinJo92A4i2d6ZlI22aMC0bpm3DtgHLtiEKAiRRKCxVSYQoCKPdXCIiIiIi2slYto20aSFrWshYNkQBUEQRkihAzo9ZBI5ViIiIiIiIiGgnx+AJogGSWRPBRBrBRBrhVAbhZAbRdG4Zz2QRz5iIp7NIZLK5C5CWPeS6VUmEKotwKjIcqgynKsOlyvDoKry6Aq+uokxXUeFQYSj89SQiIiIiog2LpjJYH0mgO5ZEKJFBMJlGIJFGMJlGLJUZ0phFEABDluBUFTjU3NKVH6+U6Sq8hpJb6ircmgJJZKAFEREREREREe14+O0s7XSylgV/PI3uWBK+eKrw8MfTCCRSSGTMLXbstGkhbVqIprIb3dahSCh3aKhyaKh26qh26ah2aqhxGXCq/NUlIiIiItrZBOIprA1E0RKKoy2cwPpwHOFUZrPrtW3kgsQzJhDb8LaCAHh1FeWGijIjtyw3NJTpSm5pqHAoEjNZEBEREREREdF2h9/A0g7Jtm2EUxl0RpO9j1huGUikYA89WcSoiWdMxENxtIbiReucqowal45al4Fat446l4E6twGvrvAiJRERERHRDsC2bXRGk1jtj2CNP4rVvgiCifRoNwu2jUKmvsEokogyPRdc4dZkeDQVHl2BR1Pg1nNZLVyqAqcqQRLFrdh6IiIiIiIiIqLBMXiCtms9QRJt4QTaowm0R3KPjkgSyeyWyyAx2mLpLNb6o1jrj/Yr12QJde5cUEWdO/9w6SgzVAZVEBERERFt4+LpLJZ3h7GsM4TlXWGEkqMfLLEpMqaFrlgSXbHkRrc1FAlOVYZDkWEoEhyKDD2/NBQJupx/DHhuyBI0WeIUIkREREREREQ0Yhg8QduNdNZEWySB9fn0tG2RBNrC8VxqWQIApLImmgIxNAX659rVZBE1LiOfrUJHtUNDOGXCo/AuLyIiIiKi0WLZNlpDcSzuCGJpZwjrQrHtIkveSEpkzPzUialN2l+VxFwwhSLDkQ+6cCgSHPmADJeWy3Lh1mQ480td5rQiRERERERERFSMwRO0TYqns2gJxdESjqElP3VFVyy5011IHCmprIV1wRjWBXNBFTZsJBNJCADqO79GrctAlVNDpVNDlUNDlVNHuaFCk6XRbTgRERER0Q4mmTWxoitcCJiIpDKj3aTtWtq0kDYthJND/xxVSYTXUHNTi+gKvIaKckNFlUNHpUNDmaFwOhEiIiIi2mLmzZuHCy+8sKj8hhtuwI033rjZ9d9444246aabisoffvhhXHDBBZtdPxHRjozBEzTqklkTLaE4moNRtATjaA7G4Itv2l1HNDw2AH8ihUAiDXQVr3epMiocGsqN3HzFZfmLimW6Co+uwqPJvKhIRERERLQRndEklnQGsaQjhDW+CExGhY+qtGmhK5pEV7T0tCKCAJQbGiodWm/2Pmdu6TVUiMxaQURENKKGmhFKFEV4vV5UVlZir732wmGHHYZzzz0XtbW1W7iFtC1pbGzEpEmTRrTO+fPn46ijjhrROomIaPvE4AnaqizbRnskgaZADI2BKJqDMXREE8wosY2KprOIprNoDsYG3calynBrCty6kluqSj41rgynmkuN61Tz6XNVmRcaiYiIiGiHl86aWO2PYllnCEs6g+iOMTh8e2LbgD+egj+ewsrucL91iiSi1qWjzm2g3m0UlmWGyqlAiIiItjDLshAIBBAIBLBq1So899xz+NWvfoUf/ehH+OMf/wiHw7HV23TBBRfgkUceKSof6pfxm7s/ERERjSwGT9AWFU9n0RiI5h8xNAejSGWt0W4WjaCeAIu2SGJI2xt95iPuuzTy8xPn1vc+75mr2FAkBl4QERER0TbJsm2sD8exvCuM5V1hrPFHYFqMEN8RZUwrN8VkKN6vXJMlNHhygRQNHkf+uQO6wqkQiYiItqRMJoM5c+bg7bffxoIFC+D1eke7SURERLQdY/AEjRjbttEZTaIxEMXaQBSN/ig6BkmDSjuvRMZEImPCvwn79gRVOFQZTqUns0Xukct2ocCt5bJdeHQFmiTy7i8iIiIiGnE9wRKrfBGs9kWwxh9FPJ0d7WbRKEplTaz1R7HWH+1XXuHQUO82UO/JBVXUuw1UO3VIIscpREREI+mLL77Ad7/7Xbzyyiuj3RTazmiahnHjxm3VY5544olYuHBhUfn48eO3ajuIiKgYgydok6WzJppDcTT6I1gbiKHRH0E8Y452s2gH1hN44YsPLe2xIonwaLlACo+mwKur8OoKygwVXl3NLxXIoriFW05ERERE27NEJot1wTiagrkg8bWBKBIc+9AQ9Ez/sbgjWCiTRAG1LgN1br0w9Ued20CFQ2O2PSIioj7mzJmDfffdt/C6u7sb//73v/HAAw/ANIv7Yv/617/w+uuv49hjj92azaStrL6+vmTgwYb88Ic/xJIlS0quu+2227DrrruORNOGrKamBjU1NVv1mERENDQMnqAhsW0b/kQaTX2m4GgNxWHZTEVL266MacEXT2002MKjK6gwNJQbuYCKCoeGivyy3FChyUy1S0RERLSzSGZMrA/H0RrOTc3QFGBGPRpZppXLXLI+3H/qD1kUUO3UUes2UOvSUePSUeXUUeXU4FB4+YaIiHY+M2bMwMyZM/uVnXbaaTjssMNw/vnnl9zniSeeYPDEDk7TtKLzYkNuu+22QQMnzjrrLFx22WUj1TQiItoBcPRNJcXTWawLxdAcjKEpEENTMIpoimloaccUTmYQTmbQGCi93qXKKO8TUNE3uKLMUKEzuIKIiIhou5MxLXTHkmiPJtERSaAtkkBrKD7kLGdEIy1r2WjLn4sDOVQZVQ4N1U4d5Q4VFYaGCoeK8nwQuCIxmx4REe08vv/972POnDn45JNPita98847G93/tddewyuvvIJ3330Xra2t8Pv9UBQF1dXV2HvvvXHcccfhvPPOg9vtLrn/jTfeiJtuummDxzj66KNLls+fPx8LFizYrP2POuqokuvC4TCeeOIJLFiwAJ999hm6u7sRDodRVlaG+vp6HH744Tj11FNx3HHHbfDYAHDBBRfgkUceGfT4oVAIDz74IJ577jmsWLECoVAIVVVVOPTQQ3HJJZcM6Rhbw4cffohf//rXJdftsssueOCBB0quW7BgQcmfwezZszFv3ryS+xx11FF46623isrXrl2LiRMn9iubN28eLrzwwqJtb7jhBtx4440l6wdyN7k+9dRTePTRR/HFF1/A5/OhuroaM2bMwPe//33MmjULIrMsExFtFgZPEOLpLFpCcbSEYmgJxbEuFEN3jBcMiXpE01lE01msC8ZKrncoEsodGsp0tZC9wqurKNMVePJThTB7BREREdHWZ9k2QskMumJJdMeS6I6l0BVLoiOSRHc8CSbSo+1FPJ1FczqL5kHGJC5VLow9eqYr9OgK3JoCl6rArclwaQo0SYTAqUGIiGgHsP/++5cMnmhvb///7N13nFTV/fj/1y3TZ3thl6V3aaKCXUGNBmNM7P0jqImJ5ht/9iSWiElsSSwxGo1oxI4ae0WNgqgggiC9s8Auy/ad3ekz997fHzO77DCzsEsv7+fDce6c287cnRnuOfd936fDdb744guuu+46Fi9enDYvEong9/tZt24db7/9NnfeeSd//vOfueaaa3ZpvXcHwzC45557ePDBB2lubk6bX1dXR11dHYsWLeJf//oXRx55JE8//TQjRozYof299957XH311WnHetOmTbzxxhu88cYbXHPNNTz++ON79byjsbGRCy+8kFgsljbPbrfz2muvkZOTsxdqtmNqamo499xz0wKEKioqqKio4KOPPuJf//oXL7/88l6qoRBCHBgkeOIgEo0b1ATCbG4Js7kllEwTGsIXju7tqgmxXwvGDIK+IJW+YIfLOHSVbIcdr0NPdmDqeNo9XDYdt03DZdNx6hpOXcOuqzLmsRBCCCHENpiWRUskRlMoSmMoSkNyyLaG5HRDMELclAgJceBrDfjelH69JIVNU3HbdDx2Lfms47bruGwaLj35bEu0R1w2DYeeeDh1DYeuosudjEIIIfYRLpcrY3k8njl78kMPPcStt96KYRid2n59fT3XXnst33//PU899dQ+G3zY3NzMmWeeyZdfftnpdebMmcOxxx7La6+9xumnn96l/T3//PM8//zz2z2OTzzxBAMHDuSGG27o0vZ3pSuuuIL169dnnPf3v/+dI444Yg/XaMc1NjZy0kkndTj8SKuvvvqKU045hR/96Ed7qGZCCHHgkeCJA0w0brR1FLbeVVUXiFATCNOwjfSzoaYGooEWnDn5hJrqcOUVEWqsRdFtxMMhIs1NOLJzKOgzqG2d+vJVNKxbSemII/AWlhAN+Gmp20Sgpprs0h7k9ugLgBGPUbVoLt6iUtz5hQQbaokE/DSuX423uAx3Xj6xaISWqo3k9uiLbndgxKLEohEa16/B5nCiaBqBhlo0XUfRNLoNHIHmcGBzuvAUFAPgq9pI4/rVuPIK8ddVo2oqnoJu5PXoS/PmjTTXbEJBwZWTh2ZzsGnJ9xihEKWHHUnDmuWEmn14cgspHDAEVAXFUnDlFbD+2xnUr1tB76PHUTrscOrXLEO1Ocjt0Qd/zSYiQT+V38/G5vHiySsg1OJDVTWaKsrJLu2Bp7CEujVL8RZ0Ix6LkNezP6HGerJKe5JdXEIsHMYyTTYvm0/xoOHUrFyMEYthd2fRXL2RcFMjutPFkFPOxF3Ujc2Lvye3Rx+yupURj4TZMO9rzHgcu9tNdmlPYoEA8WgYZ04+usMBVuJv0LJ5Iy3Vm9DdXjz5hQQaG4lHw+T36I0zKwe7N5umDWtoWL+W7NIyyg49CsuyaNiwmtpVSykeMJSigcOI+JsJNTVgd2dRv245+X0H4ckvavtcBBpq8VWWE2isp7lyPT2OOA7LMACLkkNGJT5vvgZqVy5Gd7ooHjyS2pWLMaJhskp64s4voqF8Fb6qjXjyi3Hm5OItKiVYX000GMRTWEw8HMRTWILN6SIa9BNsqMVb3J1IcxP+uloaN6ykeMihqJqG3ZNFzfKFhP3NePILURSd7oeORlUTmSACddUEmxrQbDZQFDz5RTi82QQbamnatBFndk4i1ZmigmmCAp6CbhjxGGFfIygKNocTT2G3bX43I3GT9TUbiYXDqJqKomp4i0rSlqtfv4pIs4/iwSPQ7Q7smopdV7FrGjZNxa6p6KpCuLmJSIuPkl59sNtsaKqCpihoqoKqJKZVRcGy4lSvLyevoJDc/IK25dTksr6GegK+JvLy81n2w/eMGDWK0tLu6KrKhjWrmfft15x8yqn079e3bf+aonS5wVheXo5pmvTr169L6wkhhBDi4BWNG7RE4lTU1LF6/Qayu5USsjSawzGawolgCV8oitEufUTE30xD+SqcuQXk9ejTVl6zcjGxcAibywOWSW6PvjRuWIOiaRT2H0KkpZmI30d2aU9UVaOlpgqArOLStHoFG2qJhUOouk48EkFRaDs3BTBiURa/NxUUi+4jj8IIB4lHIzi82RQNHIZpxGmuqkCzOTBiYbK6laHZ7EDi3LR5cwWmaWJzuqhfswLd5cbmchHxN2OaJgoWjqxcgo31NG8qx5VXhMObQzTYQiwYomjgUKoWz6Wg/xCaqzYSbKinZNhh6DYbiqpTt2Yp8XAIm9eLbnNgRMOYJpQMGYG3uIxAfQ2mEcOMxzGiETTdRnZpTwINtYSa6ul//Gmoup5o1wUDNK5fTf26FXgLS+k15nhcuQVsnPc1AGWHHonucAKwedkPWJZBqLERyzLAsrB7s/HkF6E7HGxaOI+Qrx5nVi7dhoxk08LviAT8ZJX2BMvE4fGSU9YbLIgGmgk1N5Fd0pOc7j1RtUTXRqipgebNFUT8LXgLuxFsqEVzugjUVVO9fAF9jj6ZspFjqFryPf7azRQPHo6vcgNhv4+wrxG7OwvN7qCxfAXFg0eS07Mv1UsX4MzOI6tbd5xZucRC/kSbs6YKX9UG8nsNIKtbGS3VldjdXqLBFjyFJSiqRtWiuWSX9kDRdDbM+ZKcHn0oHjSMUGMdWd16JNogyb+7EY+TXVIGQDwaYf23M4gFA/Q57hSc3mwC9TUYsSjZJT1o3lyBZrPjKSjGsiyaqyqIR0LoDifZpT0znquHm5sItySOWcwwaQwaNFdtxOHNweZy46/ZhM2dRSzYgreoFN3hJBJooWbFInJ79iWrKPFd0FUFu67h0NQtz+2mbZqKFYuwfslC8gryGXTIMGyaSqCpgWBzE/36D8Rpt6FrKpXla/G4XfTq2QubqmDEo6xft45ePcooyM/vVCC5z+ejoqKCfv36dXgRrSOWZbFy5Uqys7MxDINwOMyAAQMyLhuPx1m1ahWFhYUUFRVlXKZVXV0da9euxel0MmjQIGw2GytXrqSgoIDi4uIu1fFAsGbNGnRdp3fv3nu7KvuUVatW4XK56NGjx96uihD7rWXLlmUsz/Q7/eKLL3LTTTft0H6efvppevbsyR//+McdWn93MgyDCy64oEuBE638fj8XXHABs2fPZtiwYZ1e79lnn+30spMmTeLqq6/G4/F0uX476+GHH+add97JOO+cc87ht7/97R6u0c757W9/u93AiVarVq1i9erVu7lGQghx4NrrwROmae7tKuyzWo+NZVmEojFCcTNxN0kkRks0Tksk1tZx6Asn7rZqiaanoNqeDd/NZM6z/8AyDRRNwzIMVF3HzBClWzbqaI799e+Y++K/WPfVpwDMf3UyQ8afx6rpH2KEt9x5P2T8uRxy+nm8/4dfEgv6AVBtNswMabK6qn1itVEXXIUZi7HwreczLtv6njqy6ov3OrXPTT98m7iAbpnJ7epYRuZI5t1h/az/pez/kJ9exMppb2LEdk/mEN3pxub2EGqoBWAJ0G3YYdSvWU483G4MXkXhuGtuo/vI0ayZ8THfv/LvlO2smfFR23R+30EMPvUsZj31NyDZyd3uPUHm45qpzJmTzxGXXcN3Ux4lGmjBkZVDpMXXqffmyM7lp/dNZtX/3mfhm6lj92l2B/1P/DErP3u3w/Vtbi9GLLLls6woHHreFQw65cwO11k78xPmvfzvlPc6/KzLOGT8uW2vv/3Pw2yYk2js2D1Z/PiuR7Gyc4kYBrDle1O1aC7fPPU3zFiUosHDOfG3f0TVbWn7NGIxvvzHXdStXoZms3PsNX+gZOiotvmVC75l9tMPYsbbfScVheOu+T0N69ew7IPXAHj4/vs44tJr6HdCYqxCFSUZ0KHi0DXsavJZV3FoKs2NAeyqQrlagdOm8+5zk3nj2acAuGjiVfz2pltw6CoOLXH3ml3T0NR9M3pf7Dvany/IuYPYVeSzJPYVB/pn0bQsInGDcNwgHDMIROOsbY4SNiyqVlcRihkEY4m75lsiifaOPxonYhj4Ktcz/eE/EvU34+3WnZNvuQ+HNzvjfmpXLeXLR+7CTJ439j3uR4z+v9/w5aN3U710QcqyiqpiJY+7p7iUUEMdZjxG8ZBDyevVjxWfvAXAIT85n+E/u6RtvXVff8a8l55oW7eVMyePk26+B7vby7u3TGybv2LaWynLlQw/gmgywKNVdveenHTTvZTP/oIfXv/PDhzhVGu//BCADd9Obyur+mH29teb8WGntr/wzec49Pwr+f6lJ9LmLXr7eTS7AyOaCNzXHU5+POmfzJ78d+rXrujU9gEWdXrJRBtj3I1/pnLBt3z7zMO0tTMyqPx+VluAwPaUz/qiw3mKqmGZW9qYdk8W0UALKEoiKCQrBzMaIR4Jd7iNnLI+nHTzPayd+Ulbm2TAuJ9wyE/O58M7ft12DBe+/TyDTzuLFZ+8DZbVFqjR2gZpKF/Fxu9mtm23bNRRHHP1rSjtMkRULZrHN0/9NdF+GDSc439zO9/8+wGqly5A0XScWTmEmurb6u/OL+KIS6/hq3/d29YOG33ZtfQ9/lRipkUsapJ58BAINtbxyZ+vJxZMLNFz9HH0HH0Cs5/+O2Y8Trehh3H8b25nwatPs+bLjxPv49yJ9Dn2FL74+200b9qAze3hxP9vEkV9BqKr6pZAcUUhFPSjKgq5tUtoqCjnv3+5lbC/mfzuPbn8z//Am5ODkgwWVxVQFQWFxDPtXivAC/fdyaJvZqAoClYyCOuY8T/jkut/T3JxFEXBjMd49Pf/HysXzsdmd/D/7n6AQ48+NrmP1AD2H779hvt+dz3xZFuxR+++FBUXMf+7OdhsNv7y94c55bTT0FUVm6q0vT+bdmBmHbz77rvbxpK/9dZb97sLVbvLrbfeyiuvvIKiKNx9990Zx7wXu4a0I7vGNE2WLFnS5fWKior2eHDY3Llz+fTTTzPOO/zww1Ne19XVce2112Zc9qijjmLChAn069ePQCDA119/zZNPPkkwmJpd9u677+b888/nkEMOAeDKK69su7P/3nvv5aOPPkrb9qOPPsphhx2WVj5ixAj69eu3U+u3evrpp5k2bVraMg6Hg0svvZRTTjmF4uJiKisreemll9KOmd/v5xe/+AWzZs1K28b2XHzxxVxwwQU4nU6ee+45pk6dmrZMc3Mz7733HhdddFGXt78z5syZw+9+97uM8/r27ct//rPz59x70ty5c3nppZcyzuvbty833XQTQ4YMoa6ujueee46PPvqo7dxGCCFE1+3V4AnTNDsdLbc/qwrG8cdMDMvCBAzTwrAgblkYJsQsi7hpETMt4iZETIuoaRE1LCKmScSwMJd9u9vqt/i9qW0dP61BBpkCJwAqF8ymfkN5W+BEqxWfvpUWoLDqf++h6I62wAlglwRObG3xu69s8y74bQVOdFm7C997MnAi0/5XfPxG6kXvXSweDhIPpzYUqpfMz1Anix/emEL+wOEsevvFbW6zYd1KfnhjCikdmlZq4zXTcc1UFvY18MMbzyU6KaHTgRMAkeYmVs34hMXvpY//ZkQjrPz8g22u3/4znaigxeJ3X6bXsad2uM7id19Je69L3nuFPiecjqKqRFp8bYETANFAC6tmTGPgj36etq0l77+GmQyaqV2xmIqF8yhOZvVob/PiudStTkThG7EoSz94jdy+Q9pt59X0z5Bl8cMbzxOsq04pXvj2C3QffWLb644HKNnih4ZyzHicD6ZMbiubOuUZfIOPQ3em3hWmKSQ7D5XEc7vXugKakjqtqcnnZAdo4jkxrZKYTmTIABWSHaikLg9tnapKu2U8uqQi3tctX758b1dBCCF2mb3RJgrGTUJxExMwrURwg2GBkZy2LJLzrOR8MJLLtC4btxJtFyPZljEsEhdVTYtYcjpqJF5HtzVsRtWabdZ12SdvE/UnxiHwV29i9cxP6T/ujIzLLv3w9bbACUgEOvQ67rS0wAkgJfghkMwyAVCz/Adqlv+wZf8f/Ze+437alhli8XuvpAVOAIR9jaz47H1sbk/G+a02L56XVta8aSNrZ33B0nf3j7GJjWiEhW88t835reKRMMumvd2lwImuali3kvXzZrH8w9fYVuBEq84ETmxP+8AJoK1NQrKTOtqJtomvspy1s6entElWT/8QEyXlGGJZbYETQCJwIlm++J2XMaKpARqVC76letUycnv1bytb8kG79sPKxSz75J2274VlxBOBE+3qH2yoZd4rT6W0wxa98xKlR5yw3fe16ouP2gInADbO/ZqmivVtfQzVS+dTPmdmInCi9X28+zKmotK8aQMAsWCAZR+/ifvy6zrcT2NtIwvefIVw8vehYdNGPnn3LfqP+8l26wjQtHEdi76ZkazCls/NrI/fxX3kqbjzCtvKqpd8z8qFibZwLBphylNPcLwzc+bBr//5aFvgBEDF+nVUrF+XWDcW456//o2vzIKM6yqQDBRJtn/atV3al7e2a9q3h9St2jft20bt20SJQJIt+0sEiSTKaVfe/nlHBfwtbYETAA8++BDdDz82kdmxg+0rJNpwW89vrV9aWet0uz4hpYPlt6X1I2CR/ivS+vloX24l/5dW1m57Vge/Rw21Nbzyyitt277vgQfIGzIq47KZjsfW7621Lduq9W/e/u+rprymLVBHbbet9uVKuzIlZRkFu7b/BvlIO7JjrYEloVCI4cOHd3n9u+66i0mTJu3iWqWzLIsNGzbw6aef8oc//KHDgJizzjor5fVDDz1ES0v6v/+//e1vefTRR1PKzjnnHC688EJOPPFEIpEt/x6bpsm9997LCy+8AECvXr3o1asXQIeBIyNGjOD444/POC8nJ2en1m+t01/+8pe0cpfLxSeffJK27oQJE7jhhht45JFHUspnz57N//73P0455ZQO97W1+++/PyU4Yfz48SiK0vb71t6cOXP2aPBEU1MTF154IbEM1yHsdjuvvfYaOTk5e6w+u8K//vWvjOUDBgxgzpw55OXltZVdeOGF/OpXv+Kpp57aU9UTQogDzl7PPHEwKHJq5DvUZKfjlo7HRCejRcxMTMesLZ2LUcMiakLESARPhJOPUPL1rmRzuTu/sKKgu9xp2RxU3ZY2zplqs+HI3v0nIja3B8uIEwt1dO/LgUnTbbs1eCKj5J1IW2v9DNlcnu3+HXS3B+p3TXVszi58drfizMnF5vQQiTWlzdN0G0a0a0E3Nte208/ZXG4iLan7sjndbXeEaTZ7yh2QAHaPN+O29K2+szZ35uW2rpPN7dnm/LbtO12JLDHtOkt1R9dS4LZSVBXd4WoLxNHsDlwOOw6bij0ZKJF4JIIlbK1BEsnXupKYTnQeJqZVZUsQhaokUge3Bky0di4mOgiTnUTtOguFEEIIAW5dxZ0hWNC0Epd6rGTAhEl68ISRDKiImxZxKxEYHrcS060B4dFkUHg0+TpiJMq2PJt0tkmTdj6zjXOurecpqpY4/+ngHLYjqs3edqFZtzvbhoRo3Ue4qSHz/t0eHN7cbW+8w/NpD7rLnXYhfF+lO11pgdYdsXeQKWRXsrs9XWvX7iNsLk9Km0TVM7ehNZs9NaAiSXe5MWKR1M9Uss2eup/U187s3E7ULXWdzrYH9K2/o4qS9t10ZOWganpbe8Pm9nTpu962zFbtG7t7++ts2b474/dR0TR0u2Or/aS2t+xd+B3amtPtxWtT0TMERaQ+0y7jRqKtoyupweOt7SE1ZTq1bdT+onlbUDmkXDBXklfHtxes0FUR3Y3dbicaTfyeuj1u+mRtObbtAzbaTypb7XV7wQPt199VbT7LsrYbLNFWTvrPevu1rdQZ5Ma96LpOPBlQlO3NopfHlvFYJKbbBYZ0MZBCiAPBSSed1KXlhwwZwqWXXppS9vbbb6ctl5OTwwMPPJBxG0ceeSTHH388//vf/1LK33//fQzDQNO0LtVpd5k7dy4VFRVp5ZdddlmHQRc33XRTWvAEwDvvvNPp4IlDDjmEW265Ja38kksuyRg8sX79+k5td1e58sorKS8vzzjvb3/7G6NHj96j9dkVOsqycs8996QETrT629/+xosvvpiWQUUIIUTn7NXgCVVVGTp06N6swj7NNM22qOghQ4a0RefHTRN/JE5zJEZLJDlsRyhGYzhKYzBKQyiCLxzrMMp9a0de/v+YM+UfhHyN2N1eIoEWnN5swi1NmPE4ZiyGaRqoms5hF/2CnKJijrryRr79z0NYhoHudHHctbex/OM3qFmxGMuIo9kdHP2LmykZOoqqBbOoXvYDmm4nu3tPWjZXJtOXJuqnajqmmRjzFkVBs9kxDSMZnNHBe1AUNLsTd14+o//v/4GiMPMfdxOPhFIXUzW8xaX4azd3KVOEomqgKCiahtmuk8pTVEqwvgZFVcgq7Ym/elPGTqzOcmbnYVkmUX8LlrWd9IGKmngvNZuwOVwcf92dzJ86maYNa7cso2rJVruFptvQHA5AwYiEtzm8h+Zwouo2YoEtUdjdho7CmZPP+tlftP1tDrv411TMnUlz1UaMWIx4JIQjK4djr74Vp8vJ0b+8iVn//uuWO5fa6q6gKApDxp9HryNPYOajfyLYUAuKgjuvkGBjHVgWmtOJt6gUX0V5W++DqtvwFHUjWF+LGY+jO10oqkLRwOGMuvAXzHvhcRo3riW/9wB8mysI1lYDVrKTzguWmRbQUTbqaHofcSzu7BzmPPco4caGtr93Xs9+DDntbL6f+m9CTQ2gqKiahqKoWJaJomkU9BlELBykZXMllmXiysln9P/9BqfL2eExPuqqG/juuUcJ+xoBBbvHyxGXXrNlHZeT0f/3//j+5ScT6WwPOZSBY8ejZmiQjb70V3z7n0cI1tfSf9zplA7JfFdA2fDDGHrGBayd+SmewmIOv+iXKXUcfdk1fPufhwk21mEZcaLBAA5vNsf96neEGmqY/shdiWPucHLWzXfTvaQAu6aia4nhORy6lhjfWFNxJoftsKsq1ZsqsWsKg/r1xWnX+Unu49x/9yRM0+BPf/oTp546tsPjJERHOvo3UYidIal7xb7gYGwTmabJoqXLCBsW3Xv3IRw3CUTjBKJxWlqHKYzE8UdjFF4wgXDdZurXr6b7yDEMPPHUxLl6BoddcCX+mkqaN21AszsYfdlvyCvpzqHnTmThW89jGWbiIpOq4c4rINhQh6Io9DnuFBrXryHUVM+Ak84gt0cf5k9NZM467KJf4vJsuYh81BX/H3OmtJ7TJbJ7qZpO8ZARDD39XDTdxurP3yFYX5NWP0XTOfS8Kwg11lE+63NMI46iavQ8/Fj6HTOOnG6lzH76QUK+hi4Fe+xKieHy0tth7YN88/sO5vCLf8mcKY/ir6lKCejWnW5yynpTvyaR/ayg/yEMG382qmWw7KM30jI2QOJ83zKNbWbsaKuHrqOqWqJtY1moNgeDTvkpPUaOJqugiNlPP0jz5oq29kum49hzzIlsnDtzm8tket+KpmN3e7AsE7snm0DtZizTQLXZKR48gsb1q0FRsAyDokHDCDf7qF+7HFXTExdik+1RV34hZjxOzyOOo+9RJ5JVUMjcF/+FGYsx8twJlI06mppFc6lftxJItBmPvPJ65k99ingkQveRY9i08Dt0h4PR//f/aK7ayOJ3XiIWCmJzuhj60wsp7NU35X2MvvTXzH7moUT7YeyPGTj2xxjhIKs+fw9nTj7eohJqVy5O1N806XbIoRx2wVV88dAdtGyuxO72ctw1v99me6fVkB+dSd2KhdSuXJToQ7jkVxT2G8y3/3mEUFM9A08+k7Lhh3H0ldez4I0p2OxOxl71/9Fj8DDim9ax+ruvKO7Vl7N/cS3ZubmJYS2SQ2NoCtTX1aEpCiUl3Tipz/X8J9jEhlXLOfSY47nyFxPRdX3LcB3JgGpF2ZJlru0ufGUog2O38eqzk3HYHZiWiWkYXPXbGzj59GNThu1QTzqU52O1vPP6VEq7lzHpgb/So2fPdlkfFNRkoEPVqIe58br/x4rly7HZbJx11ln06dOHp59+mm7duvHYY4/Rr1+/7R7HA8Vjjz3Gn/70J3Rd5/777+eIkV2/o/1A9NBDD3Hffffh8Xj4+9//zuFyXHYbaUd2zrvvvpt2U9z+KD8/n//+97/o+pZLHvX19SxbtixtWZ/Ph9vdtcDLpqYmFi1axKhRo3a2qrvEzJkzM5ZPnjyZyZMnZ5zXkS+//HL7CyWdf/75Gb9LPXv2zLi8z+frUl12xj/+8Q/eeuutjPPOPvtsrruu46xW+6rNmzdnDJJRVZUzzsickS87O5tx48bx4YedG5ZPCCFEKsXaC4Mf3XvvvcRiMWw2G7fddtue3v1+o30K36FDh3bpBD9umjQEI9QGItQGwtT6w1T7w1S3hPBH98JwE2KfYmERDiXuanO6nGl3doi9w6GrOHUdp03DqSeCE5y6hi0ZoGDXVGyamjY+rq62G2e39e4kVW1L+9p+LN72dyRpamK5ts7IZBYINRnssiN25ndLiG2Rz5bYHVpTrxqGIeelYo87mNtEXf1NtyyLcNzAF47RHI7RHInSGIrSlHw0hqI0haOEYvt/p78Q+5LWIGmHriXbKlumWwOpHVoyiLpde8Wuqdh1DZuaWmbTku0YTW0bHqAr5HxQCNFV8rvROa3npZqmcfbZZ3d5/aKiog6Hnuisnc2aMmbMGJ577jkOOeSQlPLFixczYsSIndp2ex988AE/+UnqEFETJ07kueeeS1v2iy++YNy4cdvd5o6uf/PNN/Pggw9ud/udUVRURE1NavBvR/V6/fXXOe+889LKV61axaBBg9LKx44dy/Tp03dJPbdl7ty5HHfccW0Zj9rr06cP8+fPJzc3t9Pbmz59esbMJxMmTGDKlCkZ1xk3bhwzZsxIK1+3bh19+vRJKZsyZQpXXHFF2rJbD4Pzww8/ZAzY6dWr1zazetx44408/PDDaeXPPvssEydO7HA9IYQQMmzHAUtXVYq9Loq96ak1/ZEYVS0hNjUH2dSceN7cEiK+rbGIhRBdpqkKOU47OU4bWQ4b2Q4bXoeNLIdOlt2Gx663PVw2DU0a8UIIIYQQaRRFwWXTcdl0SrI6HjogFIvTkMzEVx+M0BCMUh+MUBcIUx+MYEh7RxykHLqK155ok7Rvg7htyWe7lviO6RpuW6Jt4tA1NFWC7IUQ4mCiqirDhg3b29XotOLiYo477jgmTpzIGWeckXE4jV2d9aChIfPwbXvDrnxvXXlfmYaJAFIyfuxpPp+PCy64IGPghM1m49VXX+1S4MSO2h0ZXFpaWjKWby9zisfT+eHMhBBCpJLgiYOQ12FjoMPGwMItY88apsnmljAVvgAVviAbmgJUNgelg1GIbchx2slzJR65rtTpXKcdj12X8UaFEEIIIfYQl02nLEenLCe9I9G0LBpDUeoCYWoDEapbQonMfP4QzeFYhq0Jse9TFMhzOdraIDlOGzkOOzkuG9mOLUHcNk2CtIUQQuyfHn30UQ477LC215qmkZ2dTUFBASUlJdtdf1dfMI/H952MzrvyvXXlon+mIBXY+ewhO+Oqq65i3bp1Gef99a9/5cgjj9xl+4rFOm47NDY27rL9tMrKyspYHgwGt7leIBDY5nwhhBAdk+AJAYCmqpTluCnLcXNUsixummxqDrG+0c/6pgAbGgPUBsJ7tZ5C7Ek5Tjv5bjv5bgf5Ljt5LgcFbgf57kTnpC6ZIoQQQggh9guqolDgTpzLDS5KnReMxaluCVPVEqTSl8jOV9kcJGaYe6eyQrTjsmkUepwUehwUuZ0UeBzkux0UuOxkO+2SHUIIIcQBbcSIERx//PE7vH5HARZDhgxh8uTJXd5epmEp9paO3tsNN9zAOeecs4drs/f885//5I033sg47+c//znXX3/9Dm23o0waHQUlhMNhVq1atUP72paOhsSpqKggGAx2mIFi5cqVu7wuQghxsJDgCdEhXVXpleuhV66HE5JlgWic8kZ/4tHgZ0NTgKh0Kor9kE1TyXWmZozISwZISHCEEEIIIcTBw23T6ZvvpW++t63MtCzqAhEqfAHWNwZY3+Sn0heUoQ7FblPgdtDN66Rblotir5Nu3sSzxy7dNkIIIcSOKigoYMiQISxfvjylfM2aNfTv35/S0tJObysej2e8oN5RJobOZnPY0fU7CipZtWpVlwJOLMvCNPfP/v158+Zx8803Z5zXu3dvnn322R3edkcZH9avX5+x/M0338w4bMjOKi0tpaysjMrKypRy0zT54IMPOP/889PWaWlpYfr06bu8LkIIcbCQVrjoEo9dZ1i3XIZ1ywXAMC02NQcpb/SzrsHPukY/TaFdf5IgRGfZNJUsh41sRyJFbZZDJ9uZTGHrtJPtsJHnsuOyaTKkhhBCCCGEyEhVFIq9Toq9Tg4vKwBSM/OtqW9hTX0L/ui+k7pZ7B9yXXZKs1yUZLnanrt5ndj1zBdOhBBCCLFzfv7zn6cFT8RiMS6//HLeeustvF5vB2smsglMmzaNp556iqOPPpo777wzbZmO1l+zZg2nnHLKduu3o+uPGTOG7t27s2nTppTy999/nyeffJJf//rX29xvZWUlU6dO5cknn+TTTz+lT58+263rvqS5uZkLLrggY8CCzWbj1VdfJS8vb4e336tXr4zlCxcuZMGCBYwaNaqtrKamhttuu22H97U9p512WsZAkDvuuINTTz01bQiX3/3udzJshxBC7AQJnhA7RVMVeuZ66Jnr4YS+3QBoCkVZlwymKG9M3KFlWnKHlug6l03DbdNx2TRcNh2vPTHttut47DoeW/LZruN12PDadRzS6SiEEEIIIXaDlMx8fbthWRbV/nBbIMWq+mb8EQmmEAl2TaUky0VZjpvSLBfdsxPPbskkIYQQQuxRN910E48//jh+vz+l/LPPPqNXr15MnDiRUaNG0b17d+LxOA0NDSxbtozvv/+e6dOnEwwGgUSwQia9e/fOWP6nP/0Jy7IYOHAgdrsdgJycHEaMGLFL1ldVlTvuuINrr702bd1rrrmGf//731x66aX07duX/Px8Wlpa2Lx5MwsXLuSbb75h/vz5HR2y/cJVV13F2rVrM8674IILiMVifPXVV53eXrdu3Rg4cGDb67y8PAYPHsyKFStSljNNk1NPPZV77rmH/v37s3TpUv72t7+xcePGHXsjnXDNNddkDJ5YuXIlo0eP5sYbb2TIkCHU1dXx/PPP88EHH+y2ugghxMFAWu1il8t12TnMlc9h3fMBiBkmG5sCyeE+Es8tkdherqXYU+ya2hbs4La1PqcGRbjtyefka5dNw6lrqJIZQgghhBBC7KMURaEkmTnguD7FmJZFVXOIFbU+ltc2s7ahBUOG+TjgKQoUepx0z3JRmu2mezJQIs9tl/aMEEIIsQ8oKiriscceY+LEiWnzGhsbefjhh3dq+8ccc0zG8srKyrTsD2PHjk0bTmFn1v/lL3/Jm2++yWeffZa2/oIFC1iwYMH238B+6MUXX+S///1vh/NfeuklXnrppS5tc8KECUyZMiWl7NJLL+WPf/xj2rJ1dXX86le/6tL2d8aYMWO45JJLePnll9PmrVmzht/85jd7rC5CCHEwkOAJsdvZNJV+BVn0K0iME2ZZFk2hKOVNATY0BtjQ5GejL0jM2D/HVjsYOXRtyzAYzsQQGV6Hnni2J6a9dhseu45NU/d2dYUQQgghhNjtVEWhLMdNWY6bkweUEo0brK5vYVmNj6U1PhqCkb1dRbETVEWhwOOg2ONsG26jJMtFsdcpbR4hhBBiHzdhwgTq6ur43e9+h2EYu3TbxxxzDMOHD2fx4sV7fH1d13njjTc488wz+fLLL3do//uj1atX75H9XHfddTz11FNUVFRsd9lRo0ZhGAaLFi3aLXV57LHHWLBgAUuXLt3usiUlJZx88skZgy2EEEJsnwRPiD1OURTy3A7y3I627BSGaVHtD7GxKcBGX5ANTQGqmoPE5U6tvSLHaSffbSff7aDA5SDXZSfPZSc3+XDK0BhCCCGEEEJsk13XGNotl6HdcjknOcTH0pomllb7WNfgl6EN90GqopDnslPgcVDgdlDodlDsdVLsdVLgdqCpEiQhhBBC7K9uuukmjjrqKK677rouDVnh8Xg466yzOPvssztc5oUXXuDHP/4xNTU1O1S3nVk/Ozubzz//nAceeIC///3vNDY2dnrdAQMGcMkll9CtW7cu7/dgkJOTw/vvv8/48ePZvHlzh8ude+65PPPMM/z85z/fbXXJy8vj888/57zzztvmcCQjRozg1Vdf5dVXX91tdRFCiAOdBE+IfYKmKnTPdtM9281RyTLDNKn2h6nwBanwBdnUnHiEYrs2Ovhg5dFVch0qg3oUUex1UeRxUOhJdArKnVNCCCGEEELsOu2H+Di5fynBWJwVtc0srW5iWY2PQDS+t6t4wLNrKl6HDa9dJ9dlJ8dpJzeZTS/HZSc/WaapMtSGEEIIcaA6/vjj+f7775k5cybvv/8+s2bNYt26dTQ2NhKJRPB6vRQVFTFkyBBGjhzJuHHjOP7443E6ndvc7qhRo1i0aBH/+te/mDZtGitXrsTn83U6y8XOrq9pGrfddhvXX389r7/+OtOnT2fu3LnU1NTQ2NiIpmlkZ2fTs2dPDjnkEI488khOPvlkhg0b1qntH8wOPfRQli1bxiOPPMK7777LmjVriEajlJaWcvzxx3PFFVdw0kkn7ZG6dOvWjS+//JKpU6fywgsvMH/+fBoaGigoKGDo0KFceOGFTJgwAbvdvkfqI4QQByrFsvb87S733nsvsVgMm83Gbbfdtqd3v98wTbMtDdPQoUNR5S6XtiE/KpuDVLWEqGoOsaklRK0/LHduZdA6/m6J10W3LCfdvE66eV0Uuu2sWbkCkM+W2LXkd0vsLvLZEruDaZrce++9GIYh56VijzuY20Tym57KtCw2NAVYVuNjeY2PDU2BvV2lfZZNU3HoKi5dx2nTcOoarnbPbpuOy6bhseu4bDpum0ZWMmDCLtnz9nvy2yGE6Cr53eicg/m8VAghhBBia5J5QuxX2g/5Mbwkr608bprUBSJUtYSobglR7Q9T3RKiJhDGOAiG/lAVhSKPo+1utm5ZLkq8Tgo9mcffNU1zL9RSCCGEEEIIsTVVUeiT56VPnpfTB5cRiMZZUetjRW0zK+uaaQpF93YVdylVUfDadbwOHY/dhseuJx7JwIfEIxH44LRpbYESDl1Fl4teQgghhBBCCCGE2I0keEIcEHRVbQscaM+0LOqDEWr9YWoCYWr9YWoDEeqDERqCkb1U2x1n11SKk9kjEs9OumUlhtyQ8XeFEEIIIYTY/3nsOoeXFXB4WQEADcEIaxtaWFPvZ21DCzX+8F6uYce8Dp1cp51cl51cZ2IYjBynjSyHjWynjWyHDbddR1VkaAwhhBBCCCGEEELseyR4QhzQEhkZnBR5nAzdal7MMGkIRmgIRWkIbgmo8IVjNIaiNEei7I2RQLwOnXyXgwK3g3x34rnI66TI4yDbYUORjkYhhBBCCCEOGvnJdsHoHoUA+CMxNrWE2NQcTAxj2Bxkc0uI+G7OuOfUNXJciWCIfJedXJeDPJe97ZHjtGfMeieEEEIIIYQQQgixv5DgCXHQsmkq3ZJDXGRimBb+aIyWSIyWSJyWSIxgNE4gFicYjROKGUQNk6hhEokbGJaFaVqYJDJeqIqCpiioSiIzhl1XcWgadl3FY9Nx23W8yRS1OU4b2U472Q6bdDgKIYQQQgghOuR12BjksDGoMLutzDAtfOEovnCUxlCUpnCUplAMfyTW1maJGSYxM/GsKQq6pqKrStu0S9e2DKGRfHjtNnJdibaKU9f24rsWQgghhBBCCCGE2P0keEKIDmiqkkwza9/bVRFCCCGEEEKIDmmq0pahou/erowQQgghhBAZTJw4keeee26ntmHtjVTRQgghDipyi7sQQgghhBBCCCGEEEIIIYQQQgghDmoSPCGEEEIIIYQQQgghhBBCCCGEEEKIg5oETwghhBBCCCGEEEIIIYQQQojdZsqUKViWtVMPIYQQYneT4AkhhBBCCCGEEEIIIYQQQgghhBBCHNQkeEIIIYQQQgghhBBCCCGEEEIIIYQQBzUJnhBCCCGEEEIIIYQQQgghhBBCCCHEQU2CJ4QQQgghhBBCCCGEEEIIIYQQQghxUNP3dgWE2N+YlkXcsDDMxLRpgWWBaSank8sp7dZRlMRrRVFQFVCVxLTSNg1q8nXrtBBCCCGEEEJ0RTRuEo5ZWO3aKQAuu4rTpqBIO0MIIYQQQgghhBCiQxI8IQ5apmkRiJi0hA0CEZNQNPEIRlunLcJRk6hhEYtbxIwtj90tEWiReEAysKJ1npJYQNlq+dYChcwdou0DNQACfhcAc+rq0TUFTVXQVQVNJTGtKdg0Bbu+5eHQVWy6gtOm4rKruO0KLruKTZOOWCGEEEIIIfaU5pBBZUOUzU0xmoIGzaHEIxzruK2iKokgCo9DJdulUeDVKcjSyffqFHg17LokphRCCCGEEEIIIcTBTYInxAErZlg0Bw2agnF8QYOmoEFLyKAlbOIPG/jDJrs/DGLHWCTvEktW0OhSTTuxrGURiiY6R42W+JaIih2kqSSDKVS8ThWvU0s8HInXWU6NbLeG0yYdskIIIYQQQnRVIGKwpjpCeW2UTY1RWsJml7dhWhCImAQiJjXNcVZXR9rmKUC+V6Nbjo3SXBvdchIPXZMAaSGEEEIIIYQQQhw8JHhC7NdihkVTIE5jwKAxEKch+ewLJoIjxJ5hmOAPm/jDJjXNHS/nsCnkuDRy3Frbc65HJ9+TCK6Q4UqEEEIIIYRIaAzEWbU5zKrNEaoaY7s18NsC6v0G9X6DpZVhIJGpoluOje55Nsry7HTPs5Hl0nZjLYQQQgghhBBCCCH2LgmeEPs8y7Lwh00a/HHqA3Ea/AYN/jiNgTgtoX03e4RIF4lZ1MTi1DTH0+apCuR6NPI8OnmeZBrhZCphyVghhBBCCCEOBqGoyYqqMEs2htjUFNurdTEtqGqKUdUUY966IABZTpXSPBvdcxPBFMU5NmySnUIIIYQQQgghhBAHCAmeEPuMmGHR6I9T709mkPDHaUgGS8QMCZE40JkWycAYI22e16m2BVMUZm15OCSoQgghhBBC7OdMy6K8NsqijUHWVEcw9uEEei1hk5aqCCurEkN+KEBBlk5Jjo1uuTrdsm1yni6EEEIIIYQQQoj9lgRPiD2qLYtEuwwSDckgiebQPtxLKPaqxJAgUdbXRVPKs10qRVk2CrN1irJ0irJt5Hs0VFXufhNCCCGEEPs2X9Bg8cYgizaGaNlPhxy0gLqWOHUtcRZXbClvf55e4E1klsvz6LjsElQhhBBCiP3XpEmTuPvuu9PKn332WSZOnLjnKyR2mJJh+OjevXtTXl6+5ysjhBBinyLBE2K3MEyLxkAiOKK+NUDCnwiYiEoWCbGLNIdMmkMR1tRE2so0FQqTgRTFWTpFOTaKsqSjVgghhBBC7H1xw2JNdYRFG4OU10YP2CEIM52nA7jsCnkenRyXRo47+XBpZLk0vE4Vuy7n7EIIIcTBrqqqihdffJGvvvqKRYsW0dDQgN/vx2634/F4KCkpoaysjMGDBzN06FDGjBnDyJEj0XW51CGEEEKInSdnFGKnxAwrESDRkgiSqG+JU+eP0xQwDtiOQLFvM0yo9sWp9sVTyrOcaiKgIjsx5Edxjo08j4aaIcpYCCGEEEKIXam2OcaijSGWVoQIxQ7ellIoahGKxtjUGMs436EreJ2JQAqPQ8XtUPE4tMS0XcVlT5S57Co2Tc7jhRBCiANJOBzmzjvv5JFHHiEej6fND4VChEIh6urqWLx4MdOmTWubl5eXR0NDw56srhBCCCEOUBI8ITqlNZNEbXOMupY4tcnUrM1BCZIQ+4eWsElLOMLaDFkqCrP0lOE/PA41Y+o2IYQQQgghOqs5ZLB8U4hllWFqmtMvAIh0kbhFxB+n3r/9ZW2agtOm4EoGVThtKi67knxOfbjtSlvAhZznCyGEEPuecDjM6aefzvTp03do/WAwuGsrJIQQQoiDlgRPiDTBqEmtL0ZNc5ya5hi1zXEaAnGM/XMYXiE6lJqlItxW7rQpFGQlxmfO9yaeC7yJdMKSqUIIIYQQQnSkJWSwujrCik0hNjZkzq4gdo2YYREzLFrCnW+oaiq47a1ZLTTcDhWvQ23LduF1angdKh6nKuf9QgghxB70hz/8YYcDJ4TYETNnzkwrczqde6EmQggh9jUSPHEQsyyLpqCRCJLwxdoCJbrS+STEgSgcs6hsiFG5VYe3TVPI82jkujVyPXpi2qOT59akg1UIIYQQ4iBkWRa1zXFWV0dYUx1ms08yTOzLDLM1I50JdPy3UhXIcmpku1SyXBrZLo0cd+KR69bIcmqoqpz7CyGEELtCTU0Njz/+eFq5oiicddZZnH766fTu3RuHw4HP56OiooIFCxbw5ZdfsmLFir1QY3EgOP744/d2FYQQQuyjJHjiIGGYFg3+ODXNcap9MWp8Maqb40TjMuiGEJ0VM6xkRpY4EEmZp6mQnexYbe1gzXapZLu0tjvY7LqkCRZCCCGE2J9ZlkVDwGBjfZQNdVE21kcJRiX4/EBjWuALGfhCBpCeQUQBst2tQdXJZ7fe9tquq3u8zkIIIcT+6qOPPiIWS//39rHHHuPaa6/d5rqrV6/mxRdf5MUXX9xd1RNCCCHEQUaCJw5A0bhJbfICbyJIIkZdiwy7IcTuZJjQGDBoDBgdLqOr4HUmslR4k2mCE2MwJ8Zndrcbl9lpU9E1CbQQQgghhNhbLMvCHzGpbopR7Yux2Rdjc1NcgiUEFuALGviCBuvr0ue77Wq7oAqNHLfelrnCKxnrhBBCiBRLly7NWD5x4sTtrjtgwAAmTZrEH//4x07tKxKJ8NZbb/HFF18wZ84cNm/eTGNjIwD5+fkMGDCA0aNH86Mf/Ygf/ehH2O32Tr8PgHg8zosvvsgrr7zC4sWLqaurIzc3lyOOOIIJEyZw4YUXdml7s2bN4p133uGrr76ivLychoYGFEWhsLCQQw45hFNPPZXLL7+coqKijOsvWLCAww47LK184sSJPPvss9vc94UXXshrr72WVr548WKGDRuWcZ2amhpefvllvvzySxYuXEh9fT2BQID8/Hx69OjB2LFjOf/88zn66KO3+97HjRvHjBkz0srXrVtHnz592Lx5M5MnT+add95h3bp1BAIBSkpKOOGEE7juuusYM2bMNref6Qa33r17U15enlY+ceJEnnvuubTyL774gnHjxuHz+XjmmWd48803WblyJT6fj8LCQo455hiuvvpqTjvttO2+31affPIJzzzzDLNmzaK6upq8vDwGDRrE+eefz5VXXonH42HKlClcccUVaeveddddTJo0aZvbNwyDd955h08//ZRZs2a1fQdcLhdFRUWMGTOG8ePHc9FFF23387+9epimydSpU5k6dSrz58+npqaG7Oxshg8fzsUXX8yVV16JrsslSiHEvkd+mfZjpmXhCxrUNsepbYlTmxx2oynY8cVbIcTeEzehKWgkv6PbHwNbV8FpV3HoKk67gtOm4tAVHG3PCg5dbXu2t5tn1xVsuiIds0IIIYQQ2xGJmTSHEhfCGwIG9f44DclHOCaZ+kTXBaMmwajJpsb0c35VgSyXRo5LI9utke1U8ToT2euyktNOm2SsE0IIcfBoDV7Y2urVqxk5cmSntqGq2876ZFkW//znP7n33nuprq7OuExVVRVVVVXMnDmThx9+mEmTJnHXXXd1av8AS5Ys4bLLLmPBggUp5TU1NXz00Ud89NFHvPLKK7z66qs4HI5tbmvhwoVcc801fPPNNxnnb9iwgQ0bNjBt2jTuuusubrnlFu6888604zBq1ChGjRqVVqe33nqLJ598ssN6BAIB3n///bTyMWPGZAycCAaD/P73v2fy5MmEw+G0+dXV1VRXVzNv3jweeughfvzjHzN58mR69uzZ0SHYpmeeeYYbb7yR5ubmlPL169ezfv16XnrpJe655x7+8Ic/7ND2u+K9997j6quvZvPmzSnlmzZt4o033uCNN97gmmuu4fHHH9/m+V0oFGLixIlpASutx27mzJk88sgjvPzyyztc19dff53f/e53rFu3Lm1eNBrF5/OxevVqXnnlFe644w4efvhhzj333B3a1/Lly7nsssuYN29eSnldXR3Tp09n+vTpPPvss3z44Yfk5eXt0D6EEGJ3keCJ/YBpQX1LnMagSb0/Tn1LvK1DLy43PQlxwIqb4A+b+NmxL7oC2HQlGUzRGmTRPviiNeAiGYTROs+2JVBDAjCEEEIIsT+yLIuYYRGMJC5iByMmgYiJP2ISCBv4IyYtIYPmkCEBEmKPMq0tWSuoz7yMpoLX0ZqxTsXlUPE4NNx2tS17ncumtGWt01Q5XxdCCLH/ysrKylh+/vnn88gjj3Dqqafu1N3pwWCQc845h2nTpnVpPcvq/Dni/Pnzufnmm6mv7+Af96R33nmHW2+9lX/84x8dLjN16lSuuOKKjEEImQQCASZNmsScOXN488030wIiJk6cyPXXX59S5vP5+PDDDzn77LMzbvPdd98lGAymlWfKBlJRUcHpp5/O4sWLO1VfgGnTpjF69Gg+/PBDjjjiiE6vB3DPPffw9NNPb3MZy7K47bbbGDJkSIfvcVd4/vnnef755zGMbd/M+sQTTzBw4EBuuOGGjPPj8Tg/+9nP+Oyzz7a5nbVr13LaaacxYcKELtf1hhtu4JFHHun08hs3buS8887j7rvv7nRml1YLFizg8ccfp64uQ4q2dmbPns3EiRN55513urR9IYTY3SR4Yh9gWRahqEVLOHFHelMgji9o0BiIs7HaRSim4iyvhx24gBkOtrD8249orq9kxPHn4s0rYtX3nxGLhgGFWDhI934jiBuxRMqvsoG4vLkANNdXEWyup6jnYOoqVxOLhIiE/TRWlWN3ebBMaKpdT++hxxIJ+gg01+NyZ2NzeqnZsISC7gNwZeUS9DVSNvAwAr5aPDmFREItNNVUYHe6WT7nY/JL+lI28DAKewygctX3hAMtFHTvh2HEqVqzEMuyOHTceVStWURTzUbyuvVCTZ4wx8Ihls/5CN3uJju/mENPvhCbzUkk1ML8/02lYuVcHO4cdJsdT24RDqcXm9ONy51FbklvNN1OfeUaVnz3CeFAI4efNgFMg2jIT7e+w8kp7E5txSo2rfmBusrVOFxenN5cajeswN9UQ35pXzRNR7c56DfyROwuD1VrFqI7nDRUrcPmcGOzOynqOYhV8z7HlZXDoSddSO2GFdRWrCKvWy/6jTyBptqNrPzuU9w5hRSW9cfh9FJbuYqCsv40VpXjzSumuWEzVesW02PA4UTDfuLRMHaXl83rlqBqOg2bVlNQ1h9PThHe3GJsdieqZiOnqDshv4/m+k00bFpLtz7DyS3uQUPNJnw15fQddgwbV37PpjUL6DXkSCKhFsoXfU1hz0EUlPYjv3sfGjaVs3ndIlxZ+eSX9GXhl2/gcHo47NRLCPrq8eZ1w4hHadi0FtM0KOoxgIaqclzZ+XhyCwn6GijtP5Kgr56Arw7d7qBbn0MoX/QNFhD01dJn+PF4c4pYMfcTYpEgBd37s/ird2huqKLfiOMZOfY81i3+GjMeY9hxP6d8yTeoqkZxryHUbFhOJBLAjMXoM+J4Vsz5iIbN5Qw4dByunAKiIT+6bicU8KEoCj0HHcF3057HiEc55sxf01S9ns3rl+LJLSSvqCfhYAt53Xrh9OS0fZf8jTW0NFVT1GMwus1OONhC4+Zy8kr6gGVSX7WO5voqVFVDVVU0m4Pew44m4Ksj6KunqNfgLdM9B7N+6WxqN65g8Jgfk1uciLKuq1wFQGHZwIzf52BLI77aCgq698fudOOrqyTkb6KoxyDqKlbh8GRhs7uoWDEPpzcHu9NDbnFPbHYnaxfOxOHy0GvoMSiK0m5b/bA7PW37CPhq8dVXgWXh9ORQUNIHh03BjPhprl1Pz979yM3JQVdN1iz5DiMWZPSYY8nLy05mv4CmsIquWoSiJk670qXO3Hg8zuLFi8nPz6dXr16d/7HrhHXr1tHc3MyIESO2e0fC1kKhEMuWLaOsrIxu3brt0nrtSwzDYPHixeTm5tK7d++9XR2xD4hGoyxZsoTi4mLKysr2dnWEEAeZmpoaZsyYwZAhh9B/0FDmzV/A559/zojDj6Ks1yA+/+xjuvcZTPe+hxCKWoRjJuvXrmb1svl0P+QY3NnFbduq3bgSVdMp6N6vraytvdNrMJpmY92ir/D76sgv6QsKNGxaS/9Dx+LwZFG7YQWurDxWzfuM5obNlPQZxpAx44nFQjRUlZPXrReKqrJmwQzyS3pT0ndE2vljJORn4Yz/4vRkEQn5aagqJxz0Ew210HPIkZT2HU5+t958/e4TiXbagMNoaaqmdsNyHK4sLMtCdzhp3Lwey4wz/NizWLf0azavW4Jud2F3uLG73FiWib+pBrvTQ3Z+KaGAj0jQR25BL3oNP4pVcz8j6G8gp6AHDk823twCisoGE4sEMYwoPQeNZtX8L2isXk9uUQ9UzUbI30R+aV96DDqCYHM9mm4nt7iM8kXfsHnDMho3l9PrkKMINNWwfum35BSWMfCIU3Bn5bNk9vtk5RYz4oRzqFq3iI3Lv6OwbCDenAIKewwir1sv6irXEI+GUHUb65d+S6ilAU13EI+Fsbm8OOxO4rEwWfmlFHTvh83uYtPqH7A5XISDzbiz84lFQqiaTv3mtWiqnV6HHIk7uwAjHkFVNXz1mxPtuMbNFJQNIL+0D0Y8ioJGOOQjHglTvX4Z3foMxTIMmus3oTtcWKaBoup4sgvIL+lDUa9BrJr7KbrdhTe3mKbaCmx2J4NHn0Z91dq2z1nAV8v6pd9S2GMgdqebSKAFVKjdsIo+w4+hrnI18WgEh8uLw5OFEYthGnFc3lycnhwq6iopLBuAzeEi4KuluWEzDqeXaDhAdkF3fHWV5BT1oLmuEisWJicvB6/bhRkLMWDwMJx2DYeeCIq267BxzTJysr307FlG+erl9CjrTs+yUlatWMqqlcsZN3YsxcVbvjOtd98OGzYs7SKMYRgsWrQo5Zw9EomwZMkSSktLKS0tTfs+BwIBli9fTu/evSksLNzVPxdtWlpaWLlyJX379iU/P7/L61dXV1NZWckhhxyCy+XaoTpUVlZSU1PDsGHDupzufU9bt24dLS0tDB8+vMttpK7auHEjdXV1jBgxQlJ0CyFSDB8+PGP5ypUr+clPfkJOTg5HHXUURxxxBIcffjhHH300PXr06NS2TdPkoosu6nLgRFc9+uijnV72scce48Ybb8zY7/LFF19w+eWXE4ttP2Pt1j788EOuueYa/vOf/6SUX3rppdx6661Eo9GU8ldeeaXDwIKpU6emlTkcDi6++OKUMr/fz09/+tMuBU60qqmp4Wc/+xnz5s2jpKSk0+ttL3CivVtvvZWzzjprt2X02t7QJ+1NmjSJq6++Go/Hkzbvnnvu2W7gRKvm5mb++c9/dnq/AH/5y1+6FDjR3l133UWfPn24/PLLO71OV4Ih3n33Xb766iuOP/74HameEELsForVlRDKXeTee+8lFoths9n4/e9/v6d3v0eYlkU0ZhGKmYSiJqFo4kJi611PrXc6+SMm/rCJaab/GSxoizB1Op109Z/4ptoKXvjThRixSFuZqtsx49EO13F6sjn/psnUbVrDtP/ciWkauLx5hPyZ06d1laKoWFbmu+h1u4t4NJRxnqrZMI1ODHNgd3LJbS/y4p8vwjTiO1XXxPbcxKPpUba70vb+JgcXhcQnf1ctt+P7dGXlcf5Nk8kv6cO6xV/z/pO3YMSjFPc6hFMv/yNvPfr/CDbX4/TkYFkWkWBz2jay8kvwN9VimQZ5JX3w1VZgGnEcriwioZa25U69/C7qN63h+89eBODwH13Gieddn7Kt6vVLeeORa4mG/OQUlnHYKZcw4/WHsNp/R5VEel/L3PIdc7izURSFcMAHQI/BR3DiuTfwxiPXEAm2kF1YxoW3PIMnp5ANy+fw7uM3EG/3m3HCudfTb+QJvP73XxJsacCTU8i5Nz7FtGfvpLp8Sds+Lr3jZbLzSzL+bmlaIuOFTduSBaN1WBGblnjYdQUFg/t+fzU/zP0GVdO49Y8P8JOfnoWuKeiqgqaBpianVdBVBTU5rSqZxyps9cILL3D77bdjWRY//vGPeeqppzrdOdjc3Mw555zDihUrcLlcPPfccxxzzDGdWnd/YhgGV155JZ9//jmqqvLAAw9w0UUX7e1qtTFNk+XLlwMwZMiQ3d65KxIXQS6++GK+++47bDYbjz/+OKeffvrertYuZZom999/P4ZhYLPZuO222/Z2lcRB5GBoE7VnmBbRuEUkbhGKxFmxeh0xQ6G4tAeROETiFuGoSThmEYmZLF04l6f/8kssM3EXV4/Bo6lYMbdte+3bFcef/VtG/3gCy779kGnPJu6KUlSNi//wPMU9B/P5y/ez8Mv/AnDkT67i2J9dw4q5n7S1d8oGHo6qaWxc/l1avRVVo6jHIGo2LEub5/LmgaISaqnH4ckmHgljJM/rB4w6iXVLvsGIRSjudQhn/PJ+npt0XqfaNAcbm8NDLBLY29XoPEWBDN0out1JPJo4Dz7kqDNY/t1H7c7Lu9Z+0XQbRjxGblFPjj/3/+Pj/9zRtm0AVdMxjXjb89YGHnEqP/nFvYm2gWXx4dO3sWrep6AoeHOK8DfVoNkcDDzsZJbP+ShRQ1Xjst89yYCho1m7+BteeugG4rEovfoP5dYHnsPr9aCroCsWD9z+K+bP+QpV07jp9nv40Wk/4bpfXsyKZUtwOBw88ti/GTduHLqqoGsKjQ11nH322axfv56srCxefvllRo0a1enj0Wp754NVVVWcddZZbNq0iby8PF577TWGDBnS6e3PmjWLCRMmEAqFGDRoEG+99RbZ2dldquO0adO49tpriUajHH744bz66qs4nc4ubWNPmTJlCn/84x+xLIvx48fz1FNP7baLS2+//TY33HAD8Xic4447jhdeeAGbzbZb9iVEe9KO7Jz777+fWCyGpmk7dJd+UVFRSgBeV9XW1tK7d29Cocz9wpn079+fn//851x++eUceuihHS73n//8h6uuuirjPLfbzeWXX864ceMoLi7G7/ezcOFC3nvvPb799lvuuusuJk2alLLOpEmTuPvuuzvc3/jx47niiivIy8vjvffe6/Ai93333ZfWBohGowwaNIj169enLT906FB+8YtfMHjwYOLxOPPmzeOxxx6joaEhbdmPP/6YH//4xyll5557Lm+++WZKmcvloqamBq/Xm1Lu8/no1q0bkUgkpfzCCy9MC6r4wx/+wP33359Wh6ysLK688kqOPfZY8vLyKC8vZ/LkyXz3Xfr59kUXXcQrr7ySVj5u3DhmzJiRVg6gaRpXX301Z5xxBqZp8s9//pNPP/0047KzZs3i6KOPTivP9G9e7969KS8vTyufOHEizz33XMbtA1x88cVccMEFOJ1OnnvuuYzBJ5AIWNm6r626uppevXqlBbcA5Ofnc/PNNzNmzBh8Ph+vvPIKb7zxRof1yPSZXbZsGcOHD8c006/JnHrqqVx44YX06tWLhoYGPvvsM5577rm04B2v10t5eTkFBQUp5VOmTOGKK67osD5HH3001157Ld27d2fmzJn85S9/yZil41e/+hVPPvlkh9sRQog9ba+GepumydKlS/dmFTptTYNO1FAwLAXDBMMCw1QwLIibCnETYkby2VQwTGWXXdoFOp2mq70FM95ICZwAtnuRPhxo5vvPX2XzukWYyY7KXRU4AXQYOAF0GDgBdLqTMR4N89lL9+6SwInE9nZv4ARs/29ycOnst2ZXfrsybyvU0sj8L17j2LOva8tSAVCzYRlfv/0vgs2JNHytQQmZtDRsGeuucXN523T7wAmAr995nKBvSxqz7z97kVGnTcRm39LJNu+zl4mG/AD46ir59oOn2y4mtH1HLSstpeDWQR0VK+Yx6/3JRIKJOjTXVbLom/c49KSLmfvJCymBEwDffvg0vvoqgi2JxljAV8es9/7dFjjRuo8fvnyT0eOvTFm3/e+Wf+uDk0HV2h/4YW5iLEfTMPj3E4/RmJPeuOmIAqiKhaq0BlOAgoWiwOS/Ptx2bKZNm8bdk/9Ht579UWhdLnX51tcAP3wzjRUrVgCJDBR/vPcRJlxflLLM1tsBK6WMtPmt61kp26Ddsu3fV8b3u4v7NctXL+fzzz8HEv8+//XvD5Pd6/CM9dh6363/4qUeS7YqSyyjZjhmW5ZLP/6p04mJBYtX0P4Yb13H9PpltjPHcHuhp1vPtqzUsi2vlbZtWVtt19pqPctSUpbZen5rHOa2lttSlvnNt9//4gVz2jo2YrEY9/71Icjpn7J8pmO49eeh/XTq39Xazveo489Epu139JnQ1V3/fRFiV9rX2kSmBY0hNaW9Y1oKpkW7R+J1ol2UmI6biXZSPFm2dRvJsLb+Iibv6K7MnMr1o1efaDvXAVICJyC1XTH3k+cZNvZCvnl3S4ebZRp89eZjnHTZnW2BEwDffTyFQ390Od99PKWtvVO56vsOj4dlGhkDJyC1nRQJpJ5zrV4wndZf6JoNy/h86l8lcKID+1XgBHR4EtA+uGHZtx+y1b/8XdqFEU98VppqN/L12/9K2TbQ1t7tqN27at6nbP7xFeQW96KpZkMicCJZd39TTWIfsQjLv/t4Sw1Ngy/efAp3t0P49M3/EI8l2j8b1izlnfc/pt+okwCoLl/M/DlfJfdv8NQTj7NgQ4wVyxLtg0gkwp//+k8WBAa0bXvRjNfbLgS1tLRw658f4/QJt6OpW87hW6cVZcs5feZz9UQmh/lVa9P+zf/fuy+wadMmABobG/nj/Y9xzoTr2+Zvz7OP/KPtwt3KlSv50yPPceSJ49PW39b55z/++kjbxY/vv/+evz85lZGjj21bNtP5TPttZTrP7sp5TOq55LbP9x586JG2NtLHH3/M069+Qlmvvts9z+2Mrev8wN8eJh5PfF6//vpr/vX82wwemrjY2f58D9q35VLPF7fXdst83mmlHev2y2tyHf2g0hpEIdK1XlQNhUIdZoHYlkwXbLuiqKiI22+/nTvuuKPT66xZs4aHHnqIhx56iHPOOYfHH388LXuBZVkdBjr079+fadOm0b9/ahv3zDPP5Pbbb2f27NlUVVV16X38+te/5oknnmh7feqpp+LxeDIGF8yZMyetbMqUKRkDJ84++2xee+21lKw9P/vZz5gwYQJjxoxJC6D4y1/+khY8MXHixLTgiVAoxDvvvMOll16aUv7mm2+mBU60bqO9xsbGjMEhRUVFfPnll2kBjL/4xS8477zz0urx2muv8ac//YmBAzNn4s3kpZde4sILL2x7PX78eE455RRmzpyZtuycOXMyBk/sKvfffz+/+93vUuqiKErGgJA5c+akBU88/fTTGQMncnJymDVrFoMGDWorO/fcczsMWOnIn//854yBEw8++CA33nhjStmFF17IGWeckRZE5ff7eeSRR/jzn//c6f2eccYZvPPOO2iaBsApp5xCaWkpv/71r9OWzfR9EEKIvUny5HVS9yyjrdOvNXjCtBIdga0dg3FTSQmgiBoKUQOihkIkrmToMNy9XO2GHOgKZzJN6P7Km9f5NF9CbIszOYTN1t8Hd3bX079ui8ubRzwSJhpOhBjYnV40PfUunK3rYHd5dyywSVFwZ6dGCbs8uRn3kahbbttxaOXJSU+z69pqmR3h9OSm3Mnn8uZiU61kZgkLTUl0pGnqlgAJTbGSHaytDyvZAUtbuYJFTk4O/qZaAFRVpW83F/nZ8bQOuC0X9rd0xDV2S43ALy7IpkeGdTsKFuhofut0pg69Vh2V7w5aiRtVVdsaVAV5OfTMTu2Q31ZQwkF3cXqXvd+u9E7vmsCxrQM0OlomWLLVZz8/J/HZzxgwsdXrg+3zIMQBRFWgwJ3auWalBE4k2kFGcro1wMIwlXaBE1u3kZLPyelYst0UMxPbysSVlXq+ta0MdrbkEGQOVxbtQ1Rd2QXoNkdKhjuHOwtV1dLPezrIJrCjVE1LubDtzZc2ysEkkTli1wTJOz1dy3wAicwUdlfi33G7y9thhgpVs6UE87uyCpL7TP1+tG8PJDLbbfk+ury5eLJSl8/JyaHQbSTP3y3qi1LHsi8uyKZnTjzlHL4tAJotARSZL5qnB1+SfN2jOHU/3Quz085nabf81orzs1jS7nWfkmx6ZBvJfVhp62UK2izMy2Jtu230757admilblX/9tveFefYW/+cZQrszcvNpqkxcVOApmn0L3FRmOF4dfTT2Nm6KUBBXjYVG1rXUxhQ4kn528i5oxDitttuo6ampkvDX7R68803mT17NrNmzUoZAnbu3Lls2LAhbXlFUfjvf/+bFjjRXlcvtufn5/P3v/89rfzSSy/NeKE7U5DE22+/nVamqiqPPvpoxuGO+vXrx9lnn80zzzyTUv71119TV1eXMkzW6aefTklJCZs3b05Z9pVXXkkLnsiUNaGsrIxTTz01pezTTz8lEEgPgr3++uszZn5SFIUbbrghLXjCNE3ee++9tAv5HTnttNNSAicAbDYbF1xwQcbgiUzHelc55JBDuOWWW9LKL7nkkozBE5nq8vHHH6eVAdx0000pgROt7r77bp577rlOBffE43E++OCDtPJBgwZ1eLzPOuss+vfvz5o1a1LK33nnnU4HT2iaxpNPPtkWONHqkksu4Zprrkm7+W93/o2EEGJH7NXgCVVVGTp06N6swh4VMxKpaANpw3YY+MOJ177QliE8dnbYjtGnXkrlqu/ZsDRxJ7fTk0O33kPZsOzblI5HRdXRdBuqqtJn+HEc/ZMrCfrq+OS5u/E31dB9wGFUrvyeoL8xcVf61p2WippsTSf/0WvteFQUVFUHLLw5RViAw+UlHPAR8jdhGrG2fyjtrixK+42gcuX3GEYMh8uLacSJhhMnYGUDj6BmwzLi0TCazY6m2VB1G2F/U8p76T30GMZP+CP+hio2rZ7f4bFRFAXd4UJVtLQsACgqYOHJKUwcr+VziEc6kzZOQdVt280k4XBnEw0HknfSKfQ65Eg2r1vc9l5V3Yaq6sRjEVRNwzJNFEXpYjaNxKdF1TTsLi+xSGhLFhJFwenKJhL2Y5kGmmbD2MZdcIqqpdz1l2lfSjLtYablEvMUHC4vhhFPjGWs6Tg9OQR89W2fJ5vDjSengKaajRn3Ynd6iIYTmUByi3vSXJ84QXRn5xPw1SfGIlYSx7ctG4Si4HAm9guJDCaKquLKKsDfkFg/v7QfYX8TQX8jiqLiyspDVTV6DDyco8ZPQLc5OOXiW4mH/TTVVTLs2DMZfdoELNOgYuU8ug8YhWUalC/5hlg4iGVZKKqKpumMHHse1euX0dJYzZAxP6Zy9QJaGqsp6TOM1fM/xzTieHIKOeOX9+FvqmHGa3/HsmDchTfjcaeOf3fcz68h0FRD7cYV9Bt5IiPHnsenz/+JYHM93QcexqbVC3C4vFimRd2m1SiqisPlpefg0WiajRVzP0XVNMZecBODR59GJNBE9fpl9Bt5AiOP/zmKqjLu/BuJBJup2bAcy4iTXdidUy69nYLu/Wmu3UDlqgX0HDKaE875Ldl5xcx670lMI06/Q8dx+EkXYLPbsGsK0bAfm2pRVJCbGGPZprYN22HXFRw2FZsGdl1NlGmtQ3j0YKjrL/zn6X9TVFTEww8/TN++fbbx2eu8EU8/wS233EJjYyPXX389553V+XH0Tj16MEbLZt5++20GDBjAww/en5am7kAwcvhQHnjgAR577DEKCgp48MEHGTBgwPZX3EMk3eqeN2L4UOpqq3n++ecpKyvj4YcfpqysbG9Xa5fKdPeFEHvawdYmgi2/6ZYFAwYNJhqHcMwiHDMJx0wiMYtj+03irhs3snHdStxZOfzs8pv47+R7iIQC6HYnOQVlNFSX43B5+dm1D+FyOvn5tQ8x9YGJBFsaKCjty6mX3YZus3PG1ffz5X8fRtN0Trrod7icTk79vzv4ZMok/E01jDr5YmwON9OnPkA8HkXXHViYmIZBUY9BDDlyPAumv0Y0HCTcFryqMOy4nwMWG5d/R2m/EQR89VSuno/d6ebUy+9i4YzXaaqtYNixZ3Lk6VfRULmSqrWLOjwumu5AUdVtZuTbEzq60A6JQBXLNFBVHZvDRcBX2+ntKroNK96u3aEouDw5ifbmqvnEYxFMM44Z33aGDs3mAEjLspi+QxWXJxsUBTNuEA37UwNwFK0tkNUy27Vnt0G3O/HmdqOpdkPyLaiJ9pqq0nvo0fjqKtE0nWPP+g2z3v039ZWrsLu8eHIKiYT8RILNxGNR3NkFRILNGPEYqm7HbnckskSZcTy5xTg92fgba+h/6FhGj7+CT5+bRF3l6kQbW9NweXIJtjTiysrF31hDLBLE4cpCszlQFIVjzvwVBUXdAXA5u/PjiXcz690ncbi9lPUbwdrFX1PYrQfjzpzAq/+6k4DfR48+g7jhd3+kID+PMX+cxGP3htm8aQOn/+w8rrzy9MRwe7qCTStjqPsenpn8JIUFhTz00IP079+fAY4NvPbaa/Tu3ZuHH/4r3bp1aztu1mn9yDGq+OSTTxg2bBgPPXg3WVlZGY/xtmzvfPCYUQMJN9cxY8YMDj/8cO778524XK5Ob3/Igw9www1RVq1axc9+9jP+39UTulzHx/75D66//noqKiq47LLLuPiCc7q8jT3l3//+N7fccgs+n48bbriBk8eduNv29dhj/+TGG2+kurqaX/7yl5xxxk92276EaE/akZ3z7rvvZkylvycpisI//vEPfvrTn3LHHXd0+U70TZs2cfnllzN9+vS2skwX0gHGjh27Q8NHbctPf/pTPB5PWnnPnj0zLu/z+dLKvvrqq7Qy0zQ73EZHLMviq6++4qyzzmor03Wdyy67LC3A45NPPqGhoYH8/ETgcl1dXVtW0vYuv/zytAvhHR3f22+/ndtvv71Ldf7yyy87HTzR0RCzXTnWu8r555+f8XelK3WZN29exmXPOSfzOYTdbufMM8/kqaee2m79fvjhB5qb04eaXrlyZZeH6lq8eDGNjY3k5eVtd9njjjuOHj16pJVnZWWRk5NDU1NTSvnu/BsJIcSOUKytw7z2gPbj+8rY0qlMy8IfNmkKGjT6YyxfU0EgpqI6c2kIGBjSxy92BcsilAzMcTmdcpuHAMCmKThsCg5dxWFTcLZNq4npdvMcNhVnMhCitVzXlJTU40OHDpWOCbHLyGdL7A6maXLvvfdiGIacl4o97mBuE+2K33TDTARbhKIWoaiZnDbbyoJRk1DEJBg1CSafY8Yeb/oKscupCrjsauJhU3DZVZx2FadNxWVPnJc77Ylz9dYgZqdNxa4r6Nr+3e6T80EhRFfJ70bntJ6XapqWlq6/M4qKiiguLt6ldVq8eDHvv/8+X3zxBbNnz854ATiT+fPntwVG3HLLLRmzQfz+97/nvvvu26F6TZo0KeNQIH/729+4+eab08pjsRh2uz2tvHfv3pSXl7e99vv9OxRY2JHHH3+ca6+9NqVs6dKlDBs2LG3Zp556il/+8pcAPPHEE2nrAaxYsSItC8J5553HG2+8sUvqO2bMmLSAmXHjxjFjxoy0Zb/77jtGjx6dVv7pp59y2mmnpZVPmDCBKVOmpJVnCh7Y+u/SauLEiTz33HNp5a+//jrnnXdeWvmqVasyZo0YO3ZsSoCPz+cjNzc3Y92i0WjGjCMAjzzyCDfccENa+dZD6Lz//vuceeaZGbexI5YsWZIS+D9lyhSuuOKKtOV+85vf8Nhjj2XcRllZWdswa+3thcuUQgjRIRm2Yx+jKgrZLo1sl0aPPB2tJXHXzdChBaAo+IIGDf449f449S0GdS0x6lrixCWoQoiDlgI4bMmsDrqK3abgaJ1OBjgkntuVtQY+tJuvqft3Z6oQQgghDh6aquBxaHgcnV8nGjfxh5OZAMMGLWGD5pCJL2jgCxo0hwwJsBB7jUNXyHJpeB0qHqeK15mcdmi4HSoeRyJgwmlTunynoBBCCNEZqqpmvLi+NwwfPpzhw4fz+9//HtM0Wbx4MTNmzODdd9/lf//7X4cXWmfMmNEWPLH13e2tcnJ2/XDVHd2N39HF763t6jvvGxoa0sqGDh3KmDFj+O6771LKX3nllbbgiUxDdhx77LEZAwF2ZZ0z1bcjO3usd6WdrYvf789Y7nQ6t7mNzgba7InPVSbbyk6xN/5OQgjRVfJLtR9RFYU8j06eR6f/lgyYmJZFU8CgtiVOjS9GbUuc2uYYzSGJqBBif6Gw5Q4ytz1xd5gj2TnqtKnJR2rAgyMZEGHTpANVCCGEEGJ77LpKvlcl35t5vpXMAtjgj1MfiNPgN6hrjlHtixOVoAqxk7KcKtlujZzkzRI5bo2s5HSWU8Wuy93QQgghRCaqqjJy5EhGjhzJb3/7W77++mtOPfVUQqH0oc7a39Ge6Y5+2D1DBGw9pEWrzvbXdVTXHRWPZx6CbeLEiWnBEzNmzKCqqqptuI9M62SyK+vcUX0z2dljvSvtbF06CoIIh8OYptlhtpyOgi62tqc+V1vr6LjA3vk7CSFEV0nwxAFAVRTyvTr5Xp3Bpc628lDUpKY5Ro0vTk2y06/BH+/ESK5CiF3FbVfxOhN3inmSd495nVridfLuMZc9MfSFKiePQgghhBB7jaIk7vzPcmn0LtqS0sK0LBoDBtVNMaqaYlQ0RKltlnaVSKWpkOvWyfVo5Lq15LNOrjsRILG/D5khhBBC7CuOO+44LrroIp599tltLldaWpqx/Ntvv90d1dopHo8Hr9ebdlE8JyeH999/v8vb69WrV8byiy++mBtvvJFIJNJWZpomr732GqZpYpqpN2O6XC4uvPDCjNsqKSnJWP7Xv/6VY445pkv1dTqd21/oAJSdnY3L5UoLBLIsi9WrV2fM+AGwbNmyTm2/o7/RuHHj+POf/9y1ygIjRozo8jpCCLE/kuCJA5jLrtK70EHvwi0dfzHDoq45Rk1znGpfjOpkpgpDklQIsUM8DrWtgzQn2dne+pzl0rBJJ6kQQgghxH5NVRQKvDoFXp2hPVxAIlC9oiHKxvoo62ojNPiNvVxLsSe47So57kTWiNzWhycRIOFxqhIMLYQQQuyAjz76iJaWFs4777wO77TfWkdDbxQVFbVNn3DCCRmXmT59OgsXLmTkyJFdr+xudPzxx/Pxxx+nlPl8PlwuF0cccUSntxOPxzscGiEvL4+zzjqLV199NaX8lVdeyTgUyrnnnkt2dnaH9X3sscfSyjds2MAtt9yyS+p7MBgzZgxffvllWvkHH3yQMXgiFovx3nvvdWrbhx56KFlZWbS0tKSUL1myhNGjR3cpaOVg/zsJIQ4u8mt3kLFpCqV5dkrz7G1lpmlR749T05wY7qOmOZGpIhSVe6mEgMT4wwVenfwsnXyPRl6ygzTXo0l6XSGEEEKIg5DLrjKwxMnAkkSHY4M/zprqCGuqw1Q0xCQrxX5IUyHLqeF1qomhNJJDarQOq5HjlnN/IYQQYndYs2YNv/3tbxk8eDBXX301l1xySYd3zANUVVWlXfxvddhhh7VNjx49mp49e7Jx48aUZSzL4rzzzmPatGn07ds343a+//57ysvLOeecc3bgHe2Yn//852nBEwBXXnkln3zyCd26dcuwVkI8HmfGjBlMnjyZ7OxsnnrqqQ6XnThxYtrx6ygbR0dDdgCcdtppGbMmPPnkk5x22mmceeaZHa4LsGrVKl566SUmT55MZWXlNpc9kI0fPz5j8MQDDzzABRdcQFlZWUr53XffnTI8zbbous5PfvKTtL93bW0tV199Nc888ww2m63D9Zubm3n//fd54okn+MUvfsGECRM6tV8hhNjfSfCEQFUVirJtFGXbgMSdVJZl4Y+Y1DbHqfHFqGuJU9cSp94fx5SeQHGActoUirJ0CrNtybsLNfK9Oh6HKuOxCSGEEEKIDrUOozimv4dg1GRlVZhllSEqGmJ7u2oHNYeu4LZvGSrPaVfwODTcDhWPPTGMnjs5rJ7Tpsg5vxBCCLEXrVixgptuuolbb72VMWPGcOyxxzJy5EgKCwtxuVxUV1cze/ZsXnjhBRobG9PWz8vL4/jjj297rSgKd911F7/4xS/Sll21ahUjRozg8ssvZ9y4cRQXF+P3+1m2bBkffvgh06dP56677tqjwRNXXHEF9913Hxs2bEgpX7hwIf369ePSSy/lmGOOabuY3tjYyMqVK5k/fz5ffPEFTU1NANu9wH3aaadRVla23YCF3r17c/LJJ3c4Py8vj9/+9rf89a9/TSmPx+P87Gc/44QTTuD888+nZ8+e5OTk4PP5qKys5IcffmDmzJksX758m/s/WFx11VXcfffdKUOpAFRXVzNmzBhuuukmRo0ahc/nY+rUqbz++utd2v6dd97J66+/njYkywsvvMBnn33GlVdeydChQykpKSEcDlNfX8+SJUv47rvv+Oqrr4hGo231FEKIg4UET4iMFEUhy6mR5dToV7xl2A/DTIz3W9scawumqG+J0xgw5O4qsd/QVCjw6hRl6xRm2ZIBEzpeCZIQQgghhBA7yW1XGdXbzajebppDBss3hVi8MUy9P763q7Zfc9qUtiCI9gERLruCy6bibH1tSwRJOG0qmirn9kIIIcT+xjAMZs+ezezZs7u03m233YbD4UgpmzhxIm+//Tbvv/9+2vKBQIAnnniCJ554Yqfqu6s4HA6eeeYZTj/9dOLx1PPGYDDI5MmTmTx58k7vR1VVLr/8cu67775tLjdhwoTt9pPecccdfPTRRyxatCht3syZM5k5c+ZO1fVgUFxczG233cZdd92VNq+qqoqbb745rVxRlIzDrGQybNgw/vjHPzJp0qSM27/nnnu6XGchhDjQSfCE6BJNVSjM0inMSv3oxA2LxsCWYIp6v0GDP05DII5hdrAxIfYAj0OlKEunOCcRJFGUnbgrUDpShRBCCCHE7pbt0jiyv5cx/TxUNcVYvDHEssowUUNCz1u5bApZrkTgvtelJp4dKh6nhrtddgg5fxdCCCFER8477zxuuOGGtHJN03j11Vc555xzmDZt2l6oWdf86Ec/4vnnn+eqq65KGw5jV5o4ceI2gycURenUEA1ZWVl8+OGHjB8/niVLluzKKh5UbrvtNmbOnMlnn3223WULCwu56qqreOCBB9LmdRTsctddd9HU1MQjjzyys1UVQoiDggRPiF1C19oP/bGFaVk0Bw0aAgb1/jgNLYmAiga/QTAqURVi11GVLdkkirNtFGUnpj0ObW9XTQghhBBCHOQURaF7np3ueXbGDc1iZVWEhRuDVB4Ew3ooJIJI8r0aeR6dPI9Gjlsj25V4tuvq3q6iEEIIIfaiE044gQsvvJCPP/4Yn8/XpXXdbjd33nknN998M5qWuQ/Q7Xbz0Ucf8Y9//IP77ruPmpqaTm17b2Wnvfjiixk5ciS/+c1vmDFjRqfXs9vt/OQnP+GKK67Y7rKDBg3i2GOP5Ztvvsk4/8QTT6Rfv36d2m+PHj347rvvuOOOO3jyyScJBoOdrvPIkSO59NJLO738gUrXdd59910mTJiwzWE5hgwZwquvvsrXX3+dcX5OTk6H6z788MOMHTuWW2+9lVWrVnW6bvn5+Zx//vmMHTu20+sIIcT+ToInxG6lKgq5Hp1cj54y/AdAKGq2Zato9BvJoIrEECCm3IgltiHbpaYMt1GUJdkkhBBCCCHE/sGuqwzv6WJ4Txf1LXEWbgyypCJEKLr/N4KynGoiqL7deXqeR0fX5DxdCCGEEJkdeuihTJ06lVgsxvfff8/s2bOZP38+a9euZf369TQ1NREMBtE0jaysLLp3786hhx7KuHHjOO+888jOzt7uPhRF4frrr+eaa67hzTff5IsvvmDOnDls3ryZxsZGHA4HxcXFlJaWctxxxzF+/HiOO+64PfDuMxs2bBjTp09nwYIFvPnmm8yaNYuVK1fS2NhIMBjE6/WSn5/PoEGDGDFiBGPHjmXs2LFkZWV1eh9XXHFFh8ETEydO7FJ9XS4XDz74IHfccQdTp05l5syZzJ8/n7q6OpqamrDb7WRnZ9OnTx+GDh3K0UcfzSmnnNLpAI2Dgcvl4rXXXmPatGk888wzfPPNN9TW1pKXl8fgwYO54IILuPLKK3G5XLzwwgsZt1FcXLzNfZx11ln8/Oc/5+OPP2batGnMmjWLiooKGhsbicfjZGVlUVJSwpAhQxg1ahQnn3wyRx11FLoulxGFEAcXxers4Ei70L333kssFsNms3Hbbbft6d3vN0zTZOnSpQAMHToUVT047sgxTYum4JZhPxraBVYcCB2K+wTLIhQOA+ByOmEvRVJvT7ZLpcCrU+BNDBVTkJWYdtgOju/C/uhg/d0Su598tsTuYJom9957L4ZhyHmp2OMO5jaR/KanixsWa2siLK4Isa4msl8Ek2c5VUpzbRTn2CjJtdEtx4bbLn9LsfvIb4cQoqvkd6NzDubzUiH2N7FYjMGDB7Nu3bq0eStWrGDQoEF7oVZCCHFgkZAxsc9RVYV8byKTwNZCUTMRVOGP0xAwaAwkMlU0BuIYMgrIfsmhJ/7eeZ4taXzzPDr5XknhK4QQQgghDg66pjCo1MmgUifBiMnyTSGWVITY7Ivv7aoBoKlQkmOje56N7nl2SnNtZLlkeDwhhBBCCCF2hX/84x+cc8459OzZs8NlIpEIv/71rzMGTgwYMEACJ4QQYheR4AmxX3HZVcry7ZTl21PKTcuiJWTSFEgEVTQF4/iCBr6gQVPAIGrsB7duHaDsmoLXpZKTHNM4x62R49LJTk67bMpeG0NQCCGEEEKIfY3boXJ4Xw+H9/XQHDJYXR1m9eYIG+ujeywjRbZLpXuene65Nrrn2ynOliHyhBBCCCGE2F3+9re/ceONN3LkkUdy0kknMWLECIqKitA0jfr6eubPn8/LL79MeXl5xvVvv/32PVthIYQ4gEnwhDggqIrSdmG+d1HqPMuyCMUsfIE4LWGTlpBBS9hITIcN/CETf8SQzBVd4LApuG0qTruKy67isiu47Cpuu4rXqZHlTDx7napkjxBCCCGEEGIHZbs0Du/j4fA+HkJRk431UaqaYlQ2RNnsi+10G0YBctwaBVk6JcnhN0pybLgdcg4vhBBCCCHEnmSaJrNnz2b27NldWu/UU0/l8ssv3021EkKIg48ET4gDnqIouO0Kbrud0g6WsSyLmGERilqEouaWR8wkGreIGxbReGKZWHLaNC1MK7GuYYFlJTJgWFb7fSefk/VQlESZqiioSmt5YqgSNTmttM5TtrxuXU5JbkxJbrV9woat7wPbOpmDQmI/iWKLzZubUYCyskJ0TUVXQVMVdC2xf11TsGsKdl3BrqvJZwWbrqBKpgghhBBCCCH2KJddbRvaAyBuWNS2xPEF4zSHDHxBk+aQQSRmbmmbtK5rU3E7EsHObodKtisRMJHv0dE1ObcXQgghhBBifzRu3DjefPNNVFWCn4UQYleR4AkhSAQoJIIDEndeHehM02SpEQNg6ACPnFwJIYQQQgixn9E1hdJcG6W5tr1dFSGEEEIIIcROcLvdXVq+uLiYP/zhD1x33XXSty+EELuYBE8IIYQQQgghhBBCCCGEEEIIsRcsXryYzz//nC+++IJ58+axZs0aamtrCYVCuN1ucnJy6NWrF0cccQQnnXQSZ555JjabBFELIcTuIMETQgghhBBCCCGEEEIIIYQQQuwFdrud8ePHM378+L1dFSGEOOhJPh8hhBBCCCGEEEIIIYQQQgghhBBCHNQkeEIIIYQQQgghhBBCCCGEEEIIIYQQBzUJnhBCCCGEEEIIIYQQQgghhBBCCCHEQU2CJ4QQQgghhBBCCCGEEEIIIYQQQghxUJPgCSGEEEIIIYQQQgghhBBCCCGEEEIc1PS9XQEh9geWaWEYFoYBRtzCNC1I/Jf8X+JJVUHTFFRNaZtWVFAUZS/WXgghhBBCCHEwsCyLWCTRdjHNRDvGskC3KWi6gm5TUFVpmwghhBBCCCGEEEJkIsET4qBiWRbRiEU0bBKNmsQiFtFI8jlqEo9axGKtzxbxmIURt7BMa4f3qWgKdruCza5isyvYHCp2u4LDreF0qThcatuzdGQKIYQQQgghticaMfH74rT4DPy+OCG/SThsEgmZYG277aLbVJxuFZdHxenW8GRrZOXoeLI1NE3aI0IIIYQQQgghhDh4SfCEOCCYpkUk2VkYDZuJ6dbXyWCJSNgkFrW225m4q1mGRSRkJToyt0VRcLoSnZgur4bbo+Hyqrg9Gm6vhiodmUIIIYQQQhyUwiGDxto4TXUxGutihPzGDm8rHjPx+0z8vq1mKAqeLI3sPJ2cAp2cfB1PliZZ9IQQQgghhBBCCHHQkOAJsc+Lxy0iIYNIyCQcMlOeWwMkYpHtBCbsDyyLcNAgHDRorI2lzlPA6dJwZyUCKdxeFU9y2uFSpUNTCCGEEEKIA4hlWTQ3xqmrilG3OYrfF98TOyXQHCfQHKdqfaJIt6vkFujkFdrILbKRlSPBFEIIIYQQQgghhDhwSfCE2KsMI5GRIRE0kB4cEQ4ZGLE9mylin2TRFljRUJ06S9GUtuwUbq+Ky6Mlsld4EsOCKDIUiBBCCCGEEPs807RorItRUxmldlN0nwgQj0dN6qqi1FVFAdBsCnmFNvKKbOQX2fBkSzCFEEIIIYQQQgghDhwSPCF2G8uyiMcsQsF2wRFBk1DQIJIMlNgXOgT3d5ax5Q6xNIqCy50Y09jpTgRTON0qdqdCNKyi20ysPTyMiRBCCCGEqmtDtQABAABJREFUECLBNC0aapIBE1VR4tF9u31kxKyUYAqbQyW3MBFIkVeo45ZhPoQQQgghhBBCCLEfk+AJsVMsyyISNgm2GIQCJsGAQchvEgoYhIKSNWKvs6zE3yJgAFuGArGAcCgLgPryJhwuFYdTxe7c8mx3KNgd7V7bFcliIYQQQgghxE7a3wImtiUWMamtjFBbGQG2BFPkFerkFtrwSmYKIYQQQoidVl5eTt++fdPKx44dy/Tp0/d8hYTohOnTp3PSSSellU+YMIEpU6aklffp04f169enlR/sN3+OGzeOGTNmpJWvW7eOPn367PkKCXEQkOAJ0SmWZREKmPh9cfzNBsEWg6DfIOA3MOMH9z9e+zvDsAj5DUJ+Y7vL6vZkMEUysMKeIdDC4VSxORTpJBVCCCGEECLJiFvU1ySG46itih6wQeZbB1NoNoXcfBs5BTq5BTay8nR0XdoJQgghhEjVUT/iF198wbhx47a57qRJk7j77rvTyiWwQOyvdvYzvTPfJyGEEBI8ITIwDAu/L05zY5wWn4HfFyfQbGAaB2YHn+i8eNQkHjUJbG9BRcHuVHAkAyxaM1s4tpqWIAshhBBCCHGgioZN6jYngiUaamIHZXvKiFnUV0epr04M84Gi4M3WyM7Tyc7Xyc7V8WRrqJLhTgghhBBCCCGEEPsACZ44yFmWhb/ZoLkhjq8xTktjIrMEB3kqJLGTLItoyCIa2k4KYkVJDahwqTicSlqwhaZLkIUQQgghhNi3WaaFryFOfXWM+uooLb54Yrw8sYWVCNT3++JsKk8UKaqCN0cjK1cnK0fHm6PhzZEMFUIIIYQQQgghhNjzJHjiIBOPW/jqY/ga4vjq4/gaYhgy7IbYWyyLSMggEtr2kCGqpiQyWLRmsnAmXztVbI7UoURUTTpZhRBCCCHE7meaFi1NcZrq4jTWxmiql7bVjrBMi5ZkIH97TreGN0fDk63hyUpkqPB4NTQJqhBCCCGEEEIIIcRuIsETB7hoxKSpPkZTXZymuhgtPskqIfY/pmERDhiEA9sOsgDQbYnhQOwOFbuj3bRdweZIBFnY7MlyuwRbCCGEEEKI7bMsi3DIpKUxkbGvuSExzOHBOBTHnhIOGoSDBnVVqeVOt4Y7S8Pt1fBkabi9Km6vhsOlSrY6IYQQQgghhBBC7BQJnjjAhIMGTfVxGutiNNXFCLZs/2KzEAeSeMwkHoOQv3OffU1PBlUkgyts9naBF2lligwhIoQQQghxgIvHTAItBoFmA3+zgd8Xp8VnEI9uZ0g6sUe0BlU0VKeWK5qC26Ph8qi4PIngitZpp1tFVeUcXgghhBBCCCGEENsmwRP7McuyCLQY+OrjbdklwkEJlhCiK4y4hRE3CAc6t7yiKonsFckAC3u7LBd2Z/vpRECGIp20QgghhBD7HCNuEQoahAImoYBBsMUg6E88IiEJktgfWYZFoDlOoDnDTAUczkQwhdOt4nRruNxbph0uFU0y0gkhhBAHpWXLlvHaa68xc+ZMVq1aRUNDA7FYjPz8fMrKyjj22GM544wzOO2007q87VmzZvHOO+/w1VdfUV5eTkNDA4qiUFhYyCGHHMKpp57K5ZdfTlFR0S59T2vXruXEE0+ksrIybd6ZZ57Jf//7X+x2+07t45FHHuGGG25IK58yZQoTJkzocD3TNOnRowdVVanpxUpKSqioqEDTtLblVqxYwbx585g3bx4//PADFRUV1NTUEAqFsCyLrKwsCgoKGDFiBMcccwyXXnoppaWl26x3eXk5ffv2TSsfO3Ys06dPB2DmzJk8++yzfPnll2zatAmbzUa/fv0488wzueGGG8jLy9ve4dlvRaNR/vvf//K///2Pb7/9lpqaGpqamnC73W3HeuzYsVx66aUUFxfvtXpalsXatWvbPh8LFixg48aNbN68mWAwiGEYeL1e8vPzGTp0KEceeSSXXHIJ/fv33+62M9042bt3b8rLywFYsGABzzzzDJ9++ikVFRUoikLPnj0ZP348N910E2VlZZ16D4FAgCeffJI33niDlStXEgwG6d69O8cddxy//OUvOf7447t0TIQQu44ET+xHYlGTlqY4voZ4ImCiIYYRkzSxQuxJlmkRCVmd61RXwGZPBFM4nMngCqeKozW4Ihlw4XCq6DbJaCGEEEIIsasYhpXMUGC2PUJBg3Ag8RwNS4DEQcWCSMggEur4ZgPdruJ0qThciXP31uetg6Q1Xc7ZhRBCiANBVVUV1157Le+88w5WhmGuq6qqqKqqYu7cuTz66KOMHDmSxx9/vFMXNBcuXMg111zDN998k3H+hg0b2LBhA9OmTeOuu+7illtu4c4770RV1Z1+Xxs3buTkk0/OGDhxzjnnMHXqVGw2207v59JLL+XWW28lFoullL/yyivbDJ6YMWNGWuAEwP/93/+1BU4ATJ48mV//+tfbrENDQwMNDQ2sWrWKN998k9///vdcd9113HvvvTidzi6+I2hpaeHqq69m6tSpKeWhUIgFCxawYMECnnrqKaZNm8ahhx7a5e3v65599lluv/32jH8fn8+Hz+dj7dq1vPPOO9x2221cc8013HfffTgcjj1e108++YTx48dvc5mmpiaamppYu3Yt77//PnfddReXXnopjz766A4FwMRiMW6++WYee+wxTDO1Pbls2TKWLVvG5MmTeeutt/jRj360zW3Nnj2bCy+8kA0bNqSUr1mzhjVr1vD8889z9dVX8+ijj3a5nkKInSfBE/uoaNik2RfDV+MgEtLwVTYRDkgHnxD7FQtiEZNYxMx8B1w7itoaWJF4Tgmy2CqjhaZljoAVQgghhDgYWJZFLGIRDpmJAInQlgCJcCgRMBGLSNtJdE08auKPmvh9215O1RRsdhWbQ8FmU9BtiWH+dLuCrivotsRQf63PmpYob51WdUXO54UQQoi9bM6cOZx55pnU1NR0ep2FCxdy0kkn8c9//nObF/WnTp3KFVdcQTgc7tR2A4EAkyZNYs6cObz55ps7dSF68+bNnHLKKaxfvz5t3gUXXMBLL72Eru+aS0JFRUWcccYZvP322ynl//vf/6itre0wm8bWgQmtJk6cmPI6U0DL9hiGwcMPP8zy5ct57733UoIxtqepqYlTTjmF7777bpvLVVdX89Of/pQlS5aQnZ3d5TruiyzL4qqrruLZZ5/t9DrhcJiHH36Y6dOnM23atF2ePWV7duTzYVkWL774IosXL+arr77C4/F0et1oNMpZZ53Fhx9+uM3l/H4/55xzDosXL6ZXr14Zl5k7dy6nnXYaLS0t29zWU089RV1dHYYh2eaF2NMkeGIvMs3E3euhgEHQb+JvjhNoNgi0GMQiJhYQDiUiJE2XSVe6VkzTYNW6H3C7sohEgqxa+wMjhx7HM69MwqY7+NXl9/LWh0+g6zYGDziCJctnUVLUh5OOO5ev536Ar7mONeWLyMkqpFtRD3KyCqmoWk3l5jVcfPZNtLQ0smb9IspK+5GbXcw3cz+gtFsfyrr1o7puI8tXz8M0TQ4bfiIFeSXk55awbPV3tPgbGTbkaBqbalmwaDoF+aV0K+xJr7IhLFz2Ff36jCAYbKa6dgPBcIBYLILHnU1LSz2batdTUtSbHxZ/SWm3PmR5C1i3cQmWaTFk4BF079aHwvwerFj9HTabA9OyiMUihEItDOw/iobGGqprN1JTt5FuRb04ZvR4BvQ9lIpNq1m+eh4bN61C12xouk52VgF1tRUM6n8YS1d9R5Y3j/59huP3N+H15lJdvYG1G5cQi0XAgr69hxGOBGnxN1LXsIlwOEBWVj4D+45k+OBjmT7rDUzDIhQJ0NBYRSgSJDe7gB4lA8jLLaKmrpJQJIDXk01JUR+Ki3rg9/uIxSKUlvRh5arvMSyTk084n8K8Uj76/HlWrfuBwQOOQFc1PO4cFiz5kqKCHpx9+q+YNe8jNlWvp6ykL0UF3SnfsJTBA45AVXWWrvwWtyuLNesWkZ9fwo9OvIgsTw5r1y/GMAy+X/QFNfWV9Os5jKWrvsMf9OF2eSkr6cegfofRq8cQPpn+Ir17DOHQYSfwxVf/RdN1+vcZScWmVSxZ8S0edzbFhT3o23s4i5Z8haIqnHriJdQ3VlGY352KylWsKl9Ir7KB5GQX0rfXMFxODy3+RuZ8/wlxI0634l6Ew0HWbVhMXk43upf0Zfo3b9Cz+yAGDzic3j2GsHHTKryeHFxOL9W1G+jT8xDcrixqajfy/aIZ5Od1I9ubh8edw9yF/yM/p5hDh51AOBKkrmETGypWUr5xCScddwGHDBoNwOq1PzB34f8IhoPkePMYOex4BvY9lPrGzVTXbqBvz6G4XF4ANlSuZPGyWSiqitedzajhJ5Ll3RK16muup7JqNTabA8M06NtrKOs2LCXLk8ua9YtZtmIOhw4/gSNGnoyFxZLlP9Dc0kBJcW/69Dykw+93INRERdVyTKL06tmHAQMGYXMo2JOduHZHIpPFuvKVBILNHH3MmO02jEKhEPPnz6e0tDRj6rpdraWlhYULF9KnT59OpzKzLIu5c+ficrkYPnx4yrzq6mpWrVrFsGHDDujUeaJzKisrKS8vZ8SIEQdMQ1YIIQ4W9fX1LPphKd1Le7NmTTnZ3kJKivqwfMVyvpv7DeFglKPH/IwsV27KelNevYdQqIVfXvYX/MEmKqvWEDdieNw5hMMB6huraG5pAMtiQN+RDOg7CpvNTkXVaqprN2K3OdhQuZLKzWsYccix6LqDJcu/4bQTL8Fmc/DBZ1MYMuBwjh59OnN/+B+NTbWMGnY8PyyZydoNSznh6J/Rv/ehvPHBP4lEQng8OXjcOdhtDoKhFnr3OIQNlcuprq0gFg+xbNU8HHYnl537O6pq1jN73oeUFPUmbsSJx6MUFZTRp9dQFi37mk1V6xjUbxTBsJ+KTSvp13sEfXoN5ctZbxM3Y3jd2Sxf9T1xI0pOVgGD+h3GkhXfEo1H8Liy6dNrGDnZ+WysWImvpQ6POw8w6VbYi0015VimwemnTKCluY41G5YQDgcwLJPa2o14vLkM7nsY5RVLyckqoH+fQ6mpryAY9DGw7yiammtZuGwW+XndGND3UNaWL6aqZh39+4ykrKQfGypW0KNsAIP7H87Utx8CFH566pW4XV4cdje+ljoWL5vNN9+9T35ON377ywcpKe7d9nddve4HPvz8eQb1HUWP7gOZv3g6gUAzvXsOYdigI1m49GssLA4fcTILl31FSXFvVqz+nvUbl1FU2IOigjL8/ibcLi9Hj/4JhfmlrFr3A4qiYMRjlJUOICe7AIDlq+dRvmEJR4/+CbFYhP++90/C0TD9ew+nb6+h9O01DK8nB9OwklksYE35IqprN1CQV8rAfoeiqokO+lgsyso18/l+0XTcLi8//f/Zu+/wpsr+DeD3GZltmu5BC5S9lwIyZSlDBEHFAcpQ0J+4cK/3VURFXhUVFUFRwAWIAjIEBIGy9957tqV7pZln/P44Tdr0nHRA2d/PdZUkzxl5kqbhjPt8n55PwKA3+V6X02XHyTN7YXfmI7FmA4iiCylppxEVEYOgoGDs3LsOcbHxuK1Ve8RExyphDJ7B+eRTyMnLRLMmzXHsxEGkp6egdu06aNmqJXiewbHjh1FotyE+Ph5nz55F8+bNYbFY/P5WsrOzcejQITRs2BCRkZG+dkmSsHPnTs1tbS/v9vj58+dRvXp1tG7duswQyIkTJ5CRkYHbbrvtkk8EHT58GPn5+QGfKy8vDwcOHEDt2rXLLdNd2oEDB+BwODTXfTnrBYCUlBScPn0aTZs2hdVqrfTyhBBCrpyzZ89WOjjhJQgCnn32WcTHx6Nfv36q6WvWrMHQoUNV1RgqYunSpXjmmWcwffr0Si8LAJmZmbjrrrtw/Phx1bQhQ4bgp59+qlSYoCJGjBihCk8IgoA//vgDo0ePVs0vCALmz5+vam/bti0aN25cZf1atmwZvv32Wzz//PMVXmbv3r0VnvfChQv46quv8J///OdSunfdefPNNysVnChp9+7dGDhwIFavXn3ZQ8FcLXv27MG7776LiRMnVngZbyWaiigoKMC4cePwww8/qKY5HA4MHjy43OCE1/z58yl0Tcg1wMiXEtG6TOPHj4fH44FOp8Obb755tZ/+ipNlGaKgDLPhdspwuSS4nRJcTuWxt2SsyyGhzHdfBpxOBwDAaDShoukJSZIwadoY7Dmw9hJ6zyhPfIsIMoeg0F5OSYDrjNlshd0e+HIohmEqlbzU8QZ0bNsXSZvUG65XS0xUDTwzfALGf/kE3J6KpbL1eiPcbmVejtNBFD2IiojHoP5jMGXm6wHfA57TQZREyLL/1YgD+zwDj+DGkpU/qpbp2LYftu9eCbfHiaiIeLz7yi/YsXc1fvr9Q7/5jAYz3n99DmKja+J8ynGM/3IE7I7iDSGzKQR2h/rzFhdTG3q9AWfPH/a1Dejzfxh4zzOqeS+mn8WHXwxDgS3H1zb0oXfQo/NDfvMtX/0LZi/4DADQvHEnvPbcN9DrOb8r4nidct8jOPHCa0Nw7PhBcByPD8d+jt69+4JlvVfHARzHgGEBlmXAskqlDJYFGMb/qjlJknDkyBEAQMOGDTXLDWZlZaF///44d+4cjEYjfv75Z7Rv3141X2nPPvssFi1aBAAYM2YMXnnlFQDKzs0jjzwCm82GmJgYLFq0CNWqVSt3feTGUpHPFqCUvRs6dCgcDgdq1KiBv/7666qn38mNQ5IkTJgwAaIoQqfT4e23377WXSK3kJt9n6gkSZTh8cgQ3DLcbglup4jTpy5AEhiEh8XA45bhcso4d/YM/jvhceQXZINlOUiSCIZh0b51H2za/rdvfTpej0/f+xthocoYu0+/2gFOVyEAgGFYmIxBfttgWuoktsAdt/XErPmfVuq1hIZEIjc/U3May/KQJKFS6yNqL476Arc1744NWxdh2q//rdJ1J1ZvjDPnD/keB5lD8NaL07Fjz0r8tew7APB99koLtUbh3Zd/QUS4ciL91z//h5VrZ/mmN2/cCS89/TVEUcCEr0fixOniA/AGvQmTPloFkzEIhfZ8fPD5UKSmnS63vzqdAW+98CPqJDbD+i0L8eOssZBlCWaTxe8z3rPrY7BawvHHYqWsL8OwkGUJMVEJ+Pi93xAeFgmOZ3Ax/SxefWcw8vJzEGIJxaTPfkXdOvXBMMC7H7yI1UnLAADPPDUGTz/1Atii7X+GBVgOeO2NMViyZKHvee+7byC+mjQJDKuupDF37ly89tprkCQJrVu3xpw5cyodoJg2bRrGjRsHAOjWrRumT5+OY8eOAVC2BzMyMnDfffchOTkZZrMZv/32G1q3bl2hdU+cOBFffvklAODee+/FlClTfNPS0tIueb0AsH37djz22GOw2+2Ij4/HokWLrumY4ITcyiq6H3mrmzBhAjweDziOw8CBAyu9fFRU1GV/z12Jk4NdunRBUlKSqn3gwIGqE/4AwPM8Ro0ahT59+sBoNGLHjh2YOHEisrKyVPPGxcXh5MmTMJmKw5Futxv169fXrPrQuHFjjBw5Eg0aNIAgCNi5cye++eYbZGdnq+Zdvnw5evXq5dd25swZzYudvK8xNzcX3bt3x+7du1XzDBs2DNOnT78in39BEJCQkIC0tDS/9s6dO2PdunWq+ZctW4Z77rlH1T5lyhRVNY/vvvsOH3zwAdq0aYPbb78d0dHRCA0NRWhoKIxGIxwOB1JSUrBp0yb88ssvcLlcfsvXqFEDZ86cUX22Ar2XXgkJCXj11VfRtGlTnD59Gm+//TYyMjJU8zVo0MD3/VLVxo4di/fff7/K17tmzRp07drVr23Pnj247bbbNI+lN27cGC+88ALq1auHjIwM/PLLL/j7779V8wHAl19+iRdffNGvLSkpCd26dVPNO2zYMMycOVPVnpiYqPn3o9W35cuXY+jQoWjdujXatGmDuLg43+fDbDbD6XQiPT0dO3bswIwZM5Cf739MPigoCCkpKZoXXZX1fRQWFoZXX30Vbdq0QXp6OsaOHYsTJ06o5gsODkZOTo7qgsbPPvsMr732mua6u3TpglGjRiEuLg4nTpzApEmTcOjQIc15AeD06dNITEwMOJ0QcumuaeUJSZLK/OO/HhXm6uCyc5AkBrLEQBIZyBIgFd33/lR1/sAboqiI1LTTlxicAG6l4ASAGy44AaDM4ARQ+ZJVHsF1TYMTAJCWcQ7zFk+ucHACgC84AQCiqKS5M7KS8efir8p8DwRRO/m9bPXPAadt3rHUdwA1IysZm7cvw/I1P6vmc7rsSNo4HwN6/x9Wr5urOmivFZwAgNS0U6q2pf/ORJ9uw1XtSRvn+wUnAGDZqp/QsbV/2n3pvzN99/cd2oDjxw8gPq6u5vPvO7QBx44fBACIooDvp32PcENbzXk1MUqIAgzAQAYYZaPz/KGU4une7xYGSNqwwDeem9PpxCfjp2D0EwnqeYseA0B2TrovOAEA3347FS3rDwIDGdN/+w42mw2AcqBz4oQZ6Nd7iLI4U7wOhinuA1OyjSmahSmex7eNXLKNVe77v1ZvgETWeB+K16tqK/Ha/PpW8j0N8F5fERp/MnKZ00r9PycXPZQDzCP7r6/kNLnEPMpjxr/dbxllTM6dW06q5yny5aRv4XAo/2eeO3cOU775Cb173qeaz28/yPt5KPE5LTlPyc+O37Ilfq++yaWn+e77P1dxP5R52Kq9+IMQcgO53vaJJBEQPCxkiYEsQ7mVlO9nyXu/5DQZvn2jkvtFcon9I1lzBA3lQHNuWvG27YrV85TqEIBv20uWJWzd9Y/fkh7BjSUrfsSgfmMAwBec8M5fXnACAE6e2YuMrAuVeGcUgYITSp8pOFEVFi3/AY3rtcefi7+u8nWXDE4Ayv7g6vV/YMvOZb42reAEAOTmZWD9lkXo3W0oPIIb/66b7Td936ENOH3mIGyFeX7BCQBwuR3YvS8JtzXrjh27V1UoOAEAHo8Lq9b9jviYuli26idfALz0Z3zl2lkwm4orTHjnS8u4gH9X/Y0u7e8HAPy1fA7y8pV9ifyCXPz2628Y1O9FZGan+IITADDjp+/Rsu4jqtdfMjgBAAsXLkDHZk/CGlJUwaLE9vDnn33rGwt6x44d+O6LZWhY//bA21cl7nsbvpo02fdwzZo1+O2HdageXwcAcPHkeaxYPdc3nrvdbsenH0/F0yPKDtx4n+Lbb6f62pYsWYLuHYYjMjwWAPDPqt/91vvZhCl45sn/au9XlFixt/2b76fAbrcDUCqiff3FTPTp+YD2PkbRfYaF37ZlmfsYgfqhsR3KsKW2ewm5hV2pk5w3A+/3tcPhCFh9qCzvvfcexo4dW8W9ujIOHDigGZwAgN9//x3333+/7/Hdd9+NQYMGoW3btsjJ8T8Wl5qaiunTp+PZZ5/1tc2cOVPzxO/AgQMxd+5cv5Oo/fv3x7Bhw9CmTRtVgOLDDz9UhSfKUlBQgN69e2sGJ0aOHInvvvvuigWHeJ7HkCFD8Pnnn/u1b9iwwVepqiStITuMRiMeeeQRVfvIkSPx9NNPl9uHESNGoH79+nj99df92s+dO4cjR46gUaPA1X1Lq1mzJrZu3YqYmBhfW/v27dGiRQvV0AnHjh1DXl7eDV9h6qOPPtI8ln7HHXdgzZo1fgGhhx9+GC+88AK+/lq9nf7xxx/jueeeq/LqJoHcfffdFaoe89hjj6Fjx4546CH/Cw8LCwuxceNG9OnTp8LPabVasXnzZjRo0MDX1r17dzRp0kT1HWGz2XDo0CE0b97cr71kYLekBx98EHPnzvUFN7p3744hQ4agc+fOmn/bhJAri4btqCRjsAC9SfQdGJSlooOIIiCKrF+AQhIYiAIDwcNCEq7e3mqQOQQ8pwt4IpiQ0gwGM1wu+zXtg/cKrssVGhKJ9MzzlV7ObLJAliXk5Kk3uvQ6A5wl3h+rJRLWkEhk56ap5vUeOPQdQLxEgZbXardaIjTnyytQDu5zHI/goNCAzxVSavlQawQ4vQyWkcGwcnFooHR4gJX9DtyVPqinTFCfNI5L8E/0RkWHwhLpUucCSjTwJh4GgxEulxKaCQsLQ0iEkiiPjvV/bXHxVlgi3GWGJZT7/m0Bgw7MLXDAUeP1lf2SKxLSujZhPNXnIcGK4DD6/5AQQiqK5QA9p5l2AKAE10oGJ0qGJkoHKCRR2VeShOLHosBCFLQD597hE0rT64xwiDa/tqiIhMt+rVZLBPIL1FcSkmsrtKiiiCUoTHPb/HIwYCCX+uBZLRFFlRzKD9Z7t7t5TocgsxW2wlzfNO82N8NyAZ7n0vYTvNvq1pBIJF88qTlPsNkKiyUchRpB+5LP5+1D6WlmkwU6nUEZlrKonTdIxSf2GcDKG2EwmOByFV/YYTCYEBHLw2hy+5/sBxAREY7kVKW/DMMirkYIQiJdRY+LVlAqbOo3DUBERARy85S/UZ7jEVvDDEuY27dMXIL/yYroWKtvH0FTiXWHh4XjYlpK0eswIiZeh6AgZdm46qH+641T9ldK989v38L7DwPExPr3Ky7B6nvtpYMON/1+BiGEXGcWL16s2d6zZ0+/4IRX3bp18frrr+Ott97SXFfJ8IRWKINlWXz11Veaw+nWrl0bAwcOxI8/+lfB3bhxIzIzM/2G1wrEbrejb9++2Lp1q2raM888g8mTJ1/xkv8jRoxQhSdkWcbvv/+OV1991dfmcrk036MBAwYgNDRU1e49CZ+amooFCxYgKSkJR44cQUpKCgoLC+F0ln8R3q5duyoVnvj444/9ghMA0KRJE7Rs2RI7d+70a5dlGefOnUOzZs0qvP7rjcfjwfLlyzWnffHFF37BCa8JEybg119/VYUF0tLSsH37drRr1+6K9LU07+cjJycHCxcuxL///ovDhw/j/PnzsNlsvguryrJr165KhSfeeOMNv+AEoFSh6d69O+bNm6ea3zuMnteJEydw6pT6IkqO4zBp0iTV32pQUBA++eQT3H333RXuIyGkalzT8ATLslU6ltX1TJZkuN0yXA4JTocEZ6EydIdyK8FRKKqvoL3EYTuMpgQ8M3wCFiybCp7XIyfnIgod+QAYCIIbAKDXmeD2KOtmGRaSLIEBg4Rq9ZFy8STEUldNect+AsowDzqdHg5nIXS8HizLwekqLCqRG+x30IllOURHJkCvMyIl7RQkSUJYaDTyC7Lg8Sh9MehNCDKHIN+WDYPeBFmW4XAWqoZVKA/LcGA5DoLgQekjsSX77xVkCkH7Nvfg4NGtSE07o1qmNI7lIUMCwAS8GklzOUYHUa7ciTvluWTIsgyO5XxBmGqxtdG21V34a9m0Ev31fjCUxw3rtcaJU3shiB5wLA+93gC3x4UQSwRYhkVOXjpkWYYsS2AYFm1a9EDPbo/ht3mfIDMrBQWFOar+eBkMZpgMQcjNzwTHcYiProXzF08AMmA0BcPptPklVXleV/T7AMJDY2A0BsFkDMKFlJNwux1gOR7hodHo3O4+9Os5EoX2POw+kARRFKHXGyEKHgiiBwzDgmGK3/dQazTq12mFlNSTMJksMBmDkZmdjNYteuCeHsPxv2+exrnkI2AZFuFhsXC5HcjLzwLLcmjRpDNcLgfOpxwrurJRhtEQhLde+BEOlw1ffvcisnMv+l5DWGgMnn9yIv5Z8wvOpxxH6xY90K5Nb9Sp1RSff/c8LqafhSxL0PF6tGnVE726DQbLcuh79whk5abiyPEd8AgumE0hqF+7FY6f2g1ZlpGafgaSJILndHhk4CtgWQ5/r/wRhfYCxEbXxBOD34NRYwO1Z9dHkZF1Hjv3rYbH7UKNhPoY8ehY37wcx0CnZ/Dq85/gu5/GodCej6GPjkbbzvWg0zHgdWzxkB06BhzPoDsfB0PE+/jtt1+RkJCATz/9VLWjUFEVKYnZvksduKRMLF26FA0aNMD//vehZom00qZN+x4TJkyAyWTChx9+iKZN6wEAmrb6L2TGgT179qBbt2545fVnaSy4m1BFy61+9NFHEAQBR44cQZ8+fTBq1Kir2U1yg/FeYUXItXQr7RN5SZKEw4ePQBIZJNaoC48bcLskNGz1BOyeVOzcsxnBQVYUFOQhNCQK/XqNwpwFn+PsBeX/geaNOqJ3j8d96+vW6SGs2TAXANCoXltERsTh4NGt8HhcMBqC4HTZYHfYirYlGYRYwnB/3+fQqF5r/DjrPVxIPgFJluB0FkKGDJblwTBKRa7w0Bjo9SZcTD8Dntfh/nuew+IV0+DxuBARHof0zAuQZQkmYzAa1b8Du/atKvFKi7dHireLS+9zsAC0v4u8+2k3PgYcx0EUBd/jyPBYsCyP/IJsv8ohIcFheOLRd2E0mfDfV37CC+/cBYfTBoCBXmcoUamOQVBQCOx2pQKDJSjUV41B6yICBgyqx9dHr26PY+mqmSi050PH69G4flvc2/MJ3HF7T0z4aiRs9jzUq9USmVmpyMgurkwSZLai8x390bXTA77tzDFPTcKMOR8gMzsFIcHhePi+MYiJUa6uHP7ou5i78EsU2vPAMAw6tOmHJo3uAAC0bNYZg/q9gJXrZsPptCMmqjo8ghvZORdhMlkgCh4UFOaC43i0bnEXBvb9Pxj0Jowc8j5+nD0WeXkZqF+3FQ4c3oz8ghzERMXjuaffhyU4GN9Mex82Wx6Cg0NQYMtD9y69MWzk/eCLhuFr3eVpwJCGbds3o3XrtnjvvRdgMunBcdUQWmMqPv30U5jNZowfPx6NGlVXvY9BUd/jvffeQ1paGmJiYjBu3Dh06dJE87f+fcOv8dprryEtLQ0jR47EoEe7V/gT4/XDj9/hzTffRF5eHsaMGYO7e7f12x5s3b4+HJ5srFixAk2aNMGECeMQFBRUoXXP/Gk63nnnHTgcDrzxxhu4s/ttvmm331EfDlfxej+uxHoBYPzHH0KUPDh06BB69uyJ0c+Wf9UsIeTKoGE7KmbRokWqq+pvVhs3btRsHzBgQMBlBg4cqBmeKL2uDRs2qOaRJElVfaE8sixjw4YNZfbJa/v27ZrtL7zwAiZNmlSp571UTZs2RevWrbFjxw6/9jlz5viFJ5YuXaoaOgFQwhdaBEHAO++8g0mTJqmG5KiozMzAVeNK0+v1AYetqV69uio8AQB5eerg6o1k7969vmq+JUVHRwccYtlsNqNXr16aVUQ2btx41cITgDIExrhx41BQUH7lQS2V+XwA0KyQAiDg33jpz0fpvxGv1q1bBxyCunv37rBYLJf8Ggkhl4aRK1vjvwqUHN+XxpZWSJIMu01EYb6IwgIRtnwRtjwB2RnKf15Gk+mKVWsntx4ZgLMofUmfrescw0BvYKA3sNAb2eL7BhZ6IwOdvui+gYHOwILjru1vs2Tp8caNG9OBCVJl6LNFrgRJkjB+/HiIokjbpeSqu5X3iSrznS7LMtwuGU67WBxEtys/LocIp0OC23kzBAzIzYTjGd8P773PMWB5BhwH32OOU6axHEpMLzUP7z/frRwSpu1BQkhl0fdGxXi3SzmOC3jyuCxRUVGIjo6+rD4E+v/tq6++QqtWrcpcdvr06ZgxY4aqvUuXLkhKSvJru/3227Fr1y7VvKtWrUL37tpBP0mSoNPpNMP3NpsNQUFBsNlssFgsGktfmsmTJ2P06NG+x2fOnEGtWrUqtOywYcMwc+bMKutLRUyePBnPPfecqv3YsWOoV0+5+Onhhx/G3Llz/aYnJCTg7Nmzmn+bDzzwAObPv7yhpt9//328++67fm2B3ssmTZrgwIEDmusZMmQIZs2apWpfs2YNunbtell91DJ27Fi8//77qvaWLVtqDplRWufOnTXbS/d38eLF6N+/v+by69atC7j+999/X3OonldffRWffvqp73FSUhK6deummi/QZzQxMVFz6ButU5ivvPKKquJJZY0YMQLTp09XtWt9HwUHBwcMMLzzzjsYP368qn3GjBkYPny47/GkSZMwZswY1XxDhw7FTz/9FLCft912m+bQHadPn0ZiYmLA5Qghl46G7bhOsCyD4BAewSHFvxJJknBgfzLcDg5R4REoyBORnyPAYbs1ksCE3Mx4XVEQwqiEIgxFP3qj0mYoCkjoDMwtfYCUEEIIIbc2hmFgMDIwGAOf7JBEuThU4RB94YqS92Xp2gwnRW5sDOsfZNbpmaJtdOW+TseA17NFt0pQgtfR9jshhJAbE8uyaNJEu6LQtdKsWTN06tSpzHn+/fffCq9Pq/IBgDIrDLEsC5PJhMLCQtW0vLw8BAUFVXkFguzs7Etedvny5Th+/LgvtHA1DB48GK+88oqqQsTs2bPx7rvvorCwEEuWLFEtN3ToUM3gxJ9//nnZwQmgctUmw8LCAk7TGnblWrBareX+PVTGpfw9lDX9alXi2L59O7744ovLXk9lPh9aQ8t4VfTzESh8YTaby1yuMhXQCCFV4/r41icBsRxgDBZRva7RtyHhcUvIyxaQm+VBXpaA/BwBkkgHAwm51ji+ZFWIoiBE0ePSwQj2GleIIIQQQgi5WbAcA3MwB3MwB0Cnmi7LMtxOWRk2sWjIREeh91aEyymVN4IfuQkxHAOTiYXRzMFgYmE0sTCYi0PNBpMSkKAgBCGEEHLzCDRsrFYwwkuSJDiKKviWZrVaAZR9YvVSCIJQ/kwBpKWl4e6778aGDRuQkJBQhb0KLCwsDP3798cff/zh1z5nzhy8++67WLRoEex2u2q5klfllxToKvyGDRti3Lhx6NixI6Kjo30nrWfMmIEnnnjisl4Dx3EBp92s24OX8vdQ1nTv38OV9vPPP2tWo6hWrRo++OAD3H333YiNjYVOp+wbrlmzJmBlmYqqis9HoOo0Wn8bJZX3+yCEVD0KT9yAdHoWkbF6RMbqAShDfhTkCsjNEpCb6UFulgDBTaVrCblcDMdAry8eEkNvKBomw8hCr1faDEalOoT+OhgygxBCCCGEqDEMA4OJgcHEAhHq6aIow1Eowl4gKkMpFhQPp0gh9RsYw8BkZmEK4mAMUm5NZhZGMwuTmaMKb4QQQsgtKC4uTrP96NGjAU+uHj9+XPMK9eDgYN8V4UFBQQgODobNZvObx2q1alZcKE+NGjUqNF+rVq0gSRL27t3r13727Fn07NkT69atQ2RkZKWf/1KMGDFCFZ44fPgw9u7dizlz5qjm79ixY8DqGDt27NBsX7ZsmeYwBWlpaZXvMCnz76EsR44c0WyPjY297D5VRKDPx6xZs9ClSxdV+/Xy+Qg0vFFZ77ckSThx4sSV6hIhJAAKT9wEWJaBNVwHa7gONeuZIMsyCvNF5BQFKXIzPTQOMCGAUlLXV2pXCUZ4gw+6ktOKbjmeDqYSQgghhNzsOE49hCKgVKxw2iUU5AooyBOV21yB9q2uJwwDUxDrqzxiDuZgCmZhDuJgNLFgWNqeJ4QQQkixjh074u+//1a1//XXX3jmmWc0l1mwYEHAdZXUqVMnLF++3K8tLy8PJpMJt99+e4X7KAhChYcBCAkJwezZs9G+fXucPXvWb9rhw4fRu3dvrF69OmCFgarUs2dPVKtWDSkpKX7tU6dOVb0vgBK2CCQrK0vVFhERoRmcAJTfH6m8Fi1aaIZ+0tPTsXnzZrRv3161jN1uxz///KO5vtJ/E1eK1ucDQMC/s0B/w1dbmzZtNNt37NiB1NRUzTBLUlJSwOE+CCFXDoUnbkIMwyDYyiPYyqN6HeWgn6NQ8lWlyM30wFEoXutuEnLZGI6BweA/PIbeWKJSRMmqEXqGDp4SQgghhJAKYxhGqVYQxCE6XmmTZRkuh4TcbAH5RUMpFuSKgEbZWFJ1OB2DYAsPs4VDkIXz3RrNLFjaxieEEEJIBfXr1w9vv/22qn3FihWYP38+7r//fr/2kydP4pNPPtFc17333uv3+L777tMMCTzxxBNYsWIFYmJiAvZLEASsXbsW06ZNQ0hICL7//vuKvBwASvWAf/75Bx07dlSdVN65cyf69++P5cuXw2g0Vnidl4LjODz++OP43//+59f+3XffqYZYMJvNeOihhwKuKzg4GDk5OX5tWVlZ2Lt3L1q0aOHXPmHCBGzduvUye39r0ul06N27N/7880/VtJdeeglr1qyByWTya3/rrbdUvxsAiImJCRgOqGrBwcGa7atXr0b//v392mbPnq2qiHKt1K1bF7Vr18apU6f82kVRxEsvvYTZs2f7Vcaz2+14/fXXr3Y3CSGg8MQtgWGKxwCulqi0uZ0S8rIF5GZ7kJclID9XgEwlacl1guMZ3zjDBpMSiDAYlXCEweh9zIDjqdQuIYQQQgi5ehiGgdHMIdbMITbBAAAQPBJyswTkZHiQne6BLe/Sx6i+1TEsgyALh2Arp1wQEMIhOISH3kjb/YQQQgi5fE2bNkX//v2xaNEi1bSHH34Yo0aNwj333AOj0YgdO3Zg4sSJmieKY2Nj8eSTT/q1jRgxAh9//DHOnTvn175v3z7Url0bQ4YMQfv27REfr6Ryc3JycOzYMezevRtr1qxBbm4uAGDYsGGVfl0NGjTAkiVL0KNHD9jtdr9pa9euxaBBg7BgwYIKV7S4VCNGjFCFJ0oHJwDggQcegMViCbieZs2aYd26dar2Pn364LXXXkOzZs2Qm5uL3377japOXKa3334b8+bNU/2etm7dijZt2uCFF15A3bp1kZmZiV9++SXgMDRvvPEGOI67Gl1Gs2bNsHv3blX70KFD8corr6Bt27ZwuVxYsGABfv75Z83P4LXyf//3f5qBiN9//x3p6ekYOXIk4uLicOLECUyaNAkHDx68Br0khFB44halN7KIqqZHVDU9AECSlKE+8nOUIEVBjlKalq6gIlWJYYtCEd4AhImF0VR83xuY4Gm4DEIIIYQQcoPgdSwiY/WIjFX2rVwOCVlpbmSleZCV5oYo0D6VFpZjYLHysITxsIRysITyCLJwVEmCEEIIIVfUl19+iU2bNiEzM9OvXRAETJkyBVOmTClzeYZhMHXqVNUV+QaDAT/++CP69OkDQfAP09rtdkybNg3Tpk2rmhehoV27dvj9998xYMAAiKJ/1eklS5Zg2LBh+PXXX69oILVBgwZo3749Nm/eXOZ8ZQ3ZAQCDBw/WDE+kpqbi5ZdfVrVbLBYa2uAStWrVCi+//DImTpyomnbw4EE8/fTT5a6jffv2GD169JXonqbBgwfj559/VrXn5eXh3XffVbVfT5+PZ599FtOmTcPx48dV09asWYM1a9Zcg14RQkqj8AQBALAsA0soD0soj6KKtJBEGYUFIgryBBTmi7DlibDl0xi/RI3lGCUAYSiuCqEvFZIwGFno9HTFGCGEEEIIubkZTCyqJRpRLdEISZKRk+FBRqobmaluuBy37r6U2cLBGq6DNZxHSJhSVYKG1SOEEELI1VarVi0sWrQI/fv3VwUoysNxHL788kvcd999mtPvuusu/Pzzz3jyySfhcDiqoruVcu+99+K7777DyJEjVdNmzZoFq9WKb7/99or2Yfjw4WWGJxITE9G1a9cy1zFixAhMmzYNO3fuLPf56tevj2eeeQYvvfRSZbtKinzyySdIT0/HL7/8UullmzdvjgULFsBgMFyBnmnr1atXwAoypUVFReHTTz/F8OHDr3zHKsBsNmPWrFno3r17hQIdnTp1gsvlwvbt269C7wghXhSeIAGxXHGgoiS3S4LdJsJeIKKw6NZeIMJhlyBLdFXVzcI/EMFAZygOR+gNDPTe+0aqFEEIIYQQQogWlmUQEaNHRIwecgsZ+TkC0pPdSE92w2kXy1/BDYphGYSE8QiN5BEaoQQmdHr2WneLEEIIIQSAcqX87t27MXr0aCxZsqRCZf2bNGmCyZMno0uXLmXO9+ijj6J58+Z49tlnsXbt2gr3Sa/X45577im3KkN5nnzySaSkpGhegT9lyhSEhYXho48+uqznKMsjjzyCMWPGBAyPDBs2rNyL6/R6PRYvXoz+/ftjx44dAedr27Yt5s6dS1frXyaWZfHzzz+jc+fOePfdd3Hx4sVylzEYDHjqqafwv//9T1WF5Wr49ddf8dBDD2H58uUB56lfvz7++OMPZGdnX8Wela9169b4559/8PDDD+P8+fMB57v//vsxY8YM9O/f/yr2jhACUHiCXAK9gYXewCI0QufXLssyXA4JjkIJjkIRjkIJ9kIRLrsEh0OE+xa+yup6wnAMTEYW4ARwOhnxCWEwmjm/4TQoEEEIIYQQQkjVYhimqPKCDnWbmlGQKyIt2YX0Czd+kILhGISG8wiN1CEsUoeQcB4cR/sThBBCCLl+JSQkYNGiRTh48CDmzp2L9evX4/jx48jOzoYgCAgLC0N8fDw6dOiAvn37olevXhWuqNukSRMkJSVhz549mD9/PjZv3oxjx44hJycHdrsdwcHBCA8PR/369dGsWTN06dIFXbp0gcViqZLX9t///hepqamaQ5CMHz8eYWFhePXVV6vkuUoLCQnB/fffj99++001jWEYDBs2rELriYuLw6ZNmzBz5kzMmjUL+/btg81mQ3R0NBo1aoTBgwdjyJAh0Ol05a+MVMioUaMwdOhQ/PHHH1i1ahW2bduGtLQ05OXlwWw2IyIiAk2bNkWXLl0wZMgQxMbGXrO+WiwWLF26FH/88QdmzpyJHTt2IDc3FxEREahXrx4eeughDB8+HMHBwUhKSrpm/Qykffv2OHToEKZOnYo///wTx44dg91uR2xsLNq1a4dhw4ahT58+17qbhNyyGLkiscoqNn78eHg8Huh0Orz99ttX++lvGJIk4dChQwCAxo0bg2Vv7Ct1JFGG0yHBaRfhtEtF9yUlcGEX4XJIkESqXHG5GJaByczCFMzBFMTBFMTCaGZhNHEwmpWhM2RZvqk+W+T6cbN9b5HrB322yJUgSRLGjx8PURRpu5RcdbfyPhF9p/uTZRkFuSLSk11IT3HDYbv+gxQMy8AaziMsUoewKKWyBEthCXKF0XcHIaSy6HujYm7l7VJCCCGEkNKo8gS5aliOgTmYgzmY05wuyzIEj+wLVrgcEpwOJVSh3JcoYOHFMDAFsb73M8iiBCXMwSwMJrbcFPQ1yEwRQgghhBBCNDCMMsRFSBiPOk3MsOWLyEhxIzPVjYJc4Vp3T8EwsBYNwxEWrUNouA4cVaojhBBCCCGEEELITYbCE+S6wTAMdHoGOj0LS6j2PN6AhTdM4XYWhSqcSrDC7VTuu10ycBMEBPQmFuYgJSBhthQHJYxmFixLBysJIYQQQgi5mTAMA4uVh8XKo3YjM5wOEVkXPchMcyM3U4DgvjpDIbKcEugIjdAhNIqHNVxHw/oRQgghhBBCCCHkpkfhCXJDKRmwCLYGnk+WZLhdshKqcCqhCrer5H0ZbpcEj0uG4Lk6ByC18HoWRpNSLcJoYpVhNoKVwIQpiKOruQghhBBCCLmFGU0c4mtxiK9lhCzLsOWJyMn0IC9bgC1XgL1QBC4zM85yDIKtHIKLQhsh4TwsIRwYCmsTQgghhBBCCCHkFkPhCXJTYlgGBhMDg6n8sQwlSYbHrYQpBI8Mj1uC4JYhCEq7KMgQRRmSKEMU4LvvJcvwHbBkWIDjGLAcA5ZT7nM8A72Bgc7A+oIfegMDg4mjq7cIIYQQQgghFcIwDCyhPCyhxbvxoiDDli/AUahU4nMVVeaTRBmSJEOWlP0VnmfA6RjwPAO9gYUxiIXJrIS3jebyh/0jhBBCCCGEEEIIuRVQeILc8liWgcHIwGAsP2hBCCGEEEIIIdcLjmdgDdfBGn6te0IIIYQQQm4UXbt2xdq1ay95+Zo1a+LMmTNV16Eb3JkzZ1CrVq3LWsd7772HsWPHVk2HCCGEXBY6W0wIIYQQQgghhBBCCCGEEEIIIYSQWxqFJwghhBBCCCGEEEIIIYQQQgghhBByS6NhOwghhBBCCCGEEEIIIYQQQm4BSUlJ17oLN5XExETIsnytu0EIIaSKUOUJQgghhBBCCCGEEEIIIYQQQgghhNzSKDxBCCGEEEIIIYQQQgghhBBCCCGEkFsahScIIYQQQgghhBBCCCGEEEIIIYQQckuj8AQhhBBCCCGEEEIIIYQQQgghhBBCbmn8te4AITc6WZYhCzIkAZAFWXksArIkQ5YAyEU/xTdgAIAFGEZ5wLAMGFa5BQswnPKY5YoeM8y1eGmEEEIIIYSQG4wsy5BcMkSXBNGt7IEwHAOWU/Y3OBMLlqf9C0IIIYQQQgghhJDSKDxBSBFJlCHaJQhOCaJTguiQIDiVg46SUznwKLlliG5JORjp8YYm5PJXfplYjgHDF4UqvAc+i+4znHd6UQCDLzUPW7Qsy4AtmkdmASmDB1gZ9hQ3WB1XYp3eg6tF6+QovEEIIYQQQsj1RpZkODMFuLIFuHKUH3euCMEhlbssZ2ShC2ahC+agD+FgiOBhCOeht3K07U8IIYQQQgghhJBbFoUnyE1PlpXQg8cmQiiUINgl5b5dUh47JAh2EaLryocgLpUkyoAIFNeuqIJ1OkwAgAsn8sud1xveYHklUMHqlCAGqyv60bO++5yeAWtgi28NDDgDC87I0IFYQgghhBBCLpEsy3DniihMdsOe4ob9ogeS59L2D8SiwLgzU/BrZ3kGhnAephid8hOtA2+i0T4JIYQQQgghhBBya6DwBLnhybIM0amEIzwFYtGtBMEmwlOoBCUu9aAiUXjDG5cTMGEYgDWw4I0MOCML3syCMym3vIkFb+bAB7HQBbFgdXSAlhBCCCGEEFmW4coWUHDahYIzLrjzxCv6fJIgw5HugSPdA+xX2vRWDuZYHUyxephjddAFc1e0D4QQQgghhBBCCCHXCoUnyA1BlmUINgnufBHu/KKQRL4Id4Fyn8IR1z9Z9l7hBhSV0QiIMzDggzjogljoLBx0wZxya1Eec3oKVxBCCCGEkJuXxyYi/4QTeSecVzwwUR53ngh3nojco04AgM6ihCnMsTqY4/Tgg1mqMEcIIYQQQgghhJCbAoUnyHVFcEpw5wq+A3TuPMEXkpCv7TFDchWJLhmiS4ArW3s6Z2ShD1HGZ9aFcNBbvT88WJ4O3BJCCCGEkBuPJMiwnXUh75gT9lQ35Os0H+4pEJFXICLveFGYIoj1G+bDEM6DYWmbnBBCCCGEEEIIITceCk+Qq06WZQh2Ce5cEa4cAe5cAa5cJSwhOqVr3T1yAxCdEhxOSSknXALDAHwwB4OVgz6Ugz6UhyGUhz6UA2egahWEEEIIIeT648wWkHfUgfyTzssaJu9a8RRK8JxyIf+UCwDA8gwMETyMkTyMkToYI3norRxVpyCEEEIIITetmTNnYsSIEar29957D2PHjr36HSI3JfqcEXJ1UHiCXFGSR4IrWwlJuLKLfnIEiO4b76Aguf7JsnIlnKdABC74T9MFsUqYIoyHIYyDPkwJVrA6OohLCCGEEEKuLtEtoeCUC3nHHHBkCNe6O1VKEmQ40jxwpHkAOAAALMdAH8rBEMYXbYcrFeR0Fg4sR9vjhBBCyK2uIiFLlmVhNpsRHByM6tWro0GDBujWrRv69euHqKioq9BLQggh16ODBw9izZo1WL9+PQ4fPozs7GxkZ2dDEAQEBwfDarWidu3aqF+/Ptq3b48uXbqgZs2a17rb142MjAz88ccfWLJkCY4dO4a0tDTIsoyYmBjUr18f/fr1w6BBgyr9f63NZsOSJUuwfPlyHDhwAOfOnUNBQQEEQUBQUBDCw8PRoEED3HHHHRgwYABatmx5ZV7gJaDwBKkygl2EM1uAK1NQbrMEuPNprA1yffAUSvAUulGY7PZr11s46MOUA7mGcCVcoQ/hwNBBXEIIIYQQUoVkWYbjogd5x5woOOOCJNw6gXJJlOHMEuDM8g+KeCvH6S0c+GAWuiAOumAWfBAH3syCN7Ng9QxVrSCEEEIIJEmCzWaDzWbDxYsXsX37dvz6668wmUx48cUX8cEHH4Dn6XQHIYTcKhYvXozPPvsM69atCzhPTk4OcnJycObMGaxevRpTp04FANx+++34v//7P4wcOfJqddcnMTERZ8+eVbXLV3nsTkmSMGnSJIwdOxb5+fmq6adOncKpU6ewfPlyvPXWWxg7dixefPFFsGz5Vd6///57vPPOO8jMzNScnpeXh7y8PJw+fRrLly/H+++/j169euH7779HjRo1Lvu1XS7amiCXRLCLcGYKyk+WB85MAYKdhtwgNx53gQh3gQjbueJQBcMC+pDi6hT6ME65pVAFIYQQQgipJFeugPyTThScdMFdQOHykvwqxwXAcgw4EwvOxIA3suB8Pww4A1v0wyhtBqWNttkJIYSQW4fD4cCECRNw7NgxzJs371p3hxBCyBWWk5ODJ598EgsWLLjkdezcuROfffbZNQlPXA8kScLw4cPxyy+/VGj+/Px8vPzyy9i3bx9+/PHHMgMUb731FiZMmFDpPv3zzz9o06YNtm3bds0rg1B4gpRLdEpwZioBCUcGBSXIzU+WAFeuCFeuiAK4fO0MA+hCOOitnDIEiFUpN6wP4cCZWLoijhBCCCGEAADc+SJsZ13IP+WEM/PmGpbjapNEGZJNhMdW8WVYHeMLWPCGEmELE6sEMEwseJNS2YK24wkhhJCbw/z58zF37lw89NBD17orhBBCrpCzZ8+iS5cumpUbSMW99tprFQ5OlDRz5kxER0fjf//7n+b0TZs2BZxWEenp6Rg9ejT+/vvvS15HVaDwBPEjeaTiihKZHjgzBLo6ipAisgy480S480TgnP/wH6yOgT6keOxmXTAHnYVVboM5sDwdkCWEEEIIuVnJsgxXtgDbWTcKzrrgyqbAxLUkeWRIHhGegvLnZRj4hgjhgznogkoMIVK0Pc8Zyi9LSgghhJCq99VXX6FVq1YAlO2t5ORkzJo1C4sXL9ac/5dffqHwBCGE3KTy8vLQt2/fMoMTbdq0Qe/evdGsWTNERETA5XIhOzsbBw4cwLZt27Bhwwa43e6Ay98Ktm/fji+//FJz2ogRI3D//feDYRj89ddf+OGHH1TzTJw4EQ8//DBuu+021bQffvhBc/gRs9mM0aNHo2PHjjCZTDh06BAmTZqk+btcvnw5srKyEBERUfkXV0UoPHELkwTlAJ+3qoQzU4A7V8BVHlaHkJuC5NEex9mLM7LQBRUdlC0xhjNvVq568179xrAUsiCEEEIIuREIDgmFyW7Yk90oTHFTdb4blCwDnkIJnkIJyAiwLa9nlIB0iR+9hfWFpmmYEEIIIeTKaNasGTp16uTX9sgjj+C+++7DokWLVPPv3LnzanWNEELIVfbss8/i4MGDmtNq1KiB6dOno0ePHmWuIzc3F/Pnz8dXX30Fp9N5Jbp53Xv33XchSerjF2PHjsV7773ne9y3b18kJCRg7NixfvOJooh3330XS5YsUa1j7969ms85c+ZMDBo0yPe4V69eePDBB9GgQQM4HA6/eSVJwqlTpyg8Qa48ySPBmSXAVXRy15klwJ1DQQlCrhbRKUF0SkBW2fP5xmsu+uGNDNiSYzkX3bIGFpyeAWdgwPAMlRomhBBCCLmCZFmGO0+EI80DR7oHjjSPUo2M3BJEtwwxQFDaW7nCF6wI5qALVh7zQRz4IBYshSsIIYSQKvXII49ohieysgIfeEtMTNS8wtV7heyWLVswffp0JCUlITU1FTabDcOGDcPMmTM113f48GHMnTsX69evx/Hjx5GdnQ2Px4Pw8HDEx8ejQ4cO6Nu3L3r27Fnu6ymvb6XNnDkTI0aMULW/9957fie5PvvsM7z22muq+bZt24Y2bdqo2qtVq4bU1NRLnrdTp05Yv369Zp8BID8/H7Nnz0ZSUhJ27dqFzMxM5OfnIzQ0FHFxcejcuTPuu+++Cr1nw4cPx08//aRqX7NmDbp27YqzZ89i2rRp+Pvvv3H+/HlkZWWhZs2aOHPmjN/86enpmDNnDlatWoUjR44gLS0NhYWF4DgOFosF8fHxqFu3Llq0aIF27dqhY8eOMJvN5favNFmWsWDBAvzyyy/YuXMn0tLSEBISgqZNm+LRRx/FE088AZ4PfLpOkiQcPXoUO3fuxM6dO7F3715cuHAB6enpcDgckGUZFosFERERaNasGdq3b48hQ4YgLi5Oc3179uzxVXUpafjw4ZgxY0aZr+Xhhx/G3LlzVe0HDhxAkyZNNJdJT0/HrFmzsG7dOuzbtw9ZWVkoLCxEeHg4EhIS0KVLFwwaNAjt2rUr87kBoGvXrli7dq2q/fTp00hMTMTFixcxbdo0LFy4EKdPn0ZhYSFiY2PRuXNnvPDCC5qf59JcLhfmzZuHpUuX4sCBAzh//jxsNhskSUJQUBDi4uKQmJiI5s2bo02bNrjzzjsRHR1d7npFUcTff/+Nf//9F1u2bEFycjJycnIgCAJCQ0NRp04d3HbbbejWrRv69OmDoKCgctdZ0uV+zkrbv38/5s2bh/Xr1+PEiRPIysqCIAiIiopC3bp10aNHDzz22GNITEysVD8vxb59+zBr1izNabVr18amTZsQExNT7npCQ0PxxBNPYMSIEdiyZUvA+Ww2G/bs2eP7mzt69CiSk5ORm5sLp9MJg8EAi8WC6tWro2XLlujduzf69+8PnU6nub5An9uSAp3jCfR/waVISUnBypUrVe1WqxVvvvmmqv3NN9/E559/jvz8fL/25cuXIzU1VfUdU1CgXf6xd+/eqrbq1aujUaNG2LVrl2oax3Flvo4rjcITNxlZluEpEOHKFuHKFuDKEeDKFuDOpwN7hNwIRJcM0SUClTgYz7AAZ2DB6hiwBgacjgWrZ8DqGXB6Bqxeeczpiu7rSk3TMWC4wP85E0IIIYTcSiRBhjtPgCtHhCtLqdLnyhYguil5TtT8Kldc9GjOw5tY8MEseDOn3DcVV6HjDCw4oxKgZvUUiiaEEEIqItDJ64qcvCxNkiS8/PLL+Oqrryp0gio1NRWjR4/GwoULNedPTU1FamoqduzYga+++grNmzfH5MmTVRU0roZu3bpptm/YsEF1AvnkyZOqMAQArF+/vsLzBno+URTx0UcfYeLEiaoTcACQmZmJzMxM7N+/H99++y3atm2LH374Ac2aNQv42sry888/49lnn4XNZitzvsmTJ+ONN95AYWGhapogCHC5XMjMzMTevXsxb948AIBOp0NBQQEMBkOF+3PhwgUMHToUa9as8WvPzMxEUlISkpKSMGPGDCxduhRhYWGa65g2bRr+7//+r8znyc7ORnZ2No4fP4758+fjzTffxAsvvIDx48fDaDT6zduyZUu0bNkSe/bs8WtfsGABpk6dGvD1FRYWal5t3qZNG83ghN1ux5tvvolp06ZpXuWflpaGtLQ07Ny5E59//jl69eqFadOmoXr16mW+1kB+/PFHvPzyy6rP2dmzZ3H27Fn89ttv+Oijj/DWW28FXMe6devw2GOP4fz585rT8/LykJeXhyNHjmD58uW+9lWrVqF79+4B1ztr1iy88847qgCPV0ZGBjIyMrBlyxZ8++23FQqylFQVnzOvs2fPYvTo0Vi6dGnA57pw4QKSkpIwbtw4PP300/j0009Vn7Oq9Mknn2h+5zIMg9mzZ1coOFF6ufbt2wecfvfdd5cZrrDb7bDb7UhLS8OOHTvwww8/IC4uDt999x369etXqb5cTYsWLYIoqs893XXXXZp/9waDAXfddRfmz5/v1y6KIhYtWoSnn37ar71GjRo4fvy4aj0HDx5UhaPsdjtOnz6tmtdsNqNx48YVej1XCoUnblCSR4a7QIQnX4Q7VwlJuPNEuHNFSCId1CPkViJLStloOMqfNxCGRVGooihcoVPCFozOG7pgwPIsmKJpvh++6KfosczKkEUANCw0IYQQQq5jsixDsElw54vwFIhwFyj7Ve5c5TFV6CNVSXBIyvY6tIcF8WJYgNUXVZxThaAZsDoWDF96WxxKG69UpGO5osp0HMDyDMBQSJoQQsjNJykpSbP99ttvr/S6XnjhBUyePLlC827btg39+vVDenp6hde/b98+dOvWDV9//XW5J7+rWqtWrWC1WpGXl+fXvnHjRrz00kt+bRs2bNBcx/r16/Hyyy+r2rR07dpV1Zafn49+/fph3bp1Fe73tm3b0KFDB8ydOxd9+vSp8HIAMHfuXEydOrXcIMzMmTPx3HPPVWrdAODxeCp1FfjZs2dx5513ap4gLGnLli0YPnw4Fi5cqDn9Uq48F0URX3zxBY4cOYLFixerruQePnw4xowZ49eWl5eHpUuXYuDAgZrrXLRoEex2u6p9+PDhqrYLFy6gT58+OHDgQIX7/M8//6B169ZYunRppf+eP/roI/zwww9lziPLMt5++200bNhQ8zUeOXIEvXr1uqThHNxut2a7KIoYOXJkwCo2ZfW1oqrqcwYo1VseeOAB5OTkVOi5PR4PvvnmG2zduhXLly9HeHh4hftdUZIk+QVVSurVqxfatm1b5c95KX9zqamp6N+/P3777TcMHjy4yvtUFXbs2KHZ3qJFi4DLtGjRQhWeALSHyurfvz9WrVqlah8yZAi++OILdOzYESaTCQcPHsTbb7+t+Tl77rnnrmgQpyIoPHGdkkQlHCHlcICLRZbLDsEuKWGJfPGyx9PNKsjA1mMbcTHnAjyCB7fVbovU3BSY9CZ0aNgVZ9JPYufJLWhTtwPs7kIYdUY0qdHSbx3HUg5j/5ldkAEkRNSAxWTFkh3zkBhdG6IkwGoOR5Q1GlZzKAw6A/7duwwMw+BI8kGEmEJwZ5O7kFeYi5jQagBkhAaFweFWzv5yDIcFW+fALbhwd/N74BCcOHXxGJrWaImaUbWQmpMCmzMfyVnnUD2yFgoc+XC4C1HotOF0+km4BRduq3MHqoUmoG61BsgsyMDuk9vQqXEP1ImtBwBIy03FntPbkZJzAeFBEZBkCRcyz2HvmZ3wiG40jG+K6pE1kZqbDD1nQM+W94LjeKRkn8eOE5txLuM02tTtAIZlER9eHXn2XJzLOI0z6SdhNgQhIjgS9eIbQ5YlWIPCEGwMwaKtvyMzPx0xYfGoGVULt9e5A+sPrcbZ9BMQJAHR1jgEGYIQF56AsOAIpGafR1ZBFqJCYnE89TDiwhOg53SoG9cQDANsPJwEg86Ie1oPRO2YepBlGav2LUNmfjruqN8Jhy8cQGr2edSKrosjyQfhEpxoW78TrKZQsDKLI8kHkGlLQ0pOMnIKssHzOtzVvA/OZpxCZn4GWtVuA2tQGEx6E9yCG9tPbMbhc/tQv1pjFLoKYNAZkRhTB/e1eQh6nQEHzu7BtJWTYNYFI8wSjjx7DkJMoZAhw+l2olFCEyREJoLjOAiCgEJXAQqdNrSp1xHVI2uqPqfHUg7jWPIheEQPzmacQog5FC6XAym5F2A1h0GSJeQX5iAmtBpqRtdGocuGXSe3gmd1uLf1A2jXsDNOpB7BidSjuJibipTsc+jSpCda1Lodh8/vR42oRFQLV1Ksp9NOYNa66eBYFpIs4762g/w+85IkYc/p7dDxekSFxODA2d0Aw6BpjZaIDasGAHC4Hdh3ZiciQ6JRJ7Y+8uy5OHx+P6pH1kR8RA3fujYeXoNTacfRpHpzeEQPmtZohXMZp5FjywLDMIgJq4baMfUC/v0ePLcXDrcDrWq3gSxLWLx9HiRJROcmd2HdwZUIMVlhd9lx6MI+PNzxcRS67BAlAS0SW4NltVMNslSi6kUphU4bDpzbDT1vhMvjRJ24BogKCZzkFx0WZNuy8MusBaiTUA9xUfHIKEjDqYvH0DCxMaKjosHwDLLyM3D0/GE0rNMIcTFx2HNsJ9yiC+1u7wDewCkHgDnvgWBAgojNOzYjNy8boeGhuKPdHQgODg7Yj/IcPnwYqampaNeu3SWV27uZ/fTTT7Db7Rg5cmTAUmOEEELI1ZCcnIzDhw+jadOmiI2NLXf+EydO4MzpM2jZ5DYE8RYIdgmCXdl/EgolHDp8EBfT0tA0thUMvAl2VyFW7lmCcxmn0alxj6LtKxl7z+xEWm4qrOZQmA1BsLtskMHAaraicfXmyLfn4fCFfYiPqIGEiJrYeCQJp1OPIyo0FgkR1dGkRkscOr8PdpcdZl0QJv09Hnpej8e7PQVJktCoejNIkoR/9ypX8lQLT0DNqFo4nnoEBY48hAaFIz3vIkKMYfhn7yJczLkAWZbRML4p9HojUrLOgWd1OH3xGOweB4IMQWBZDpABo96k9JcBJFHZx8iz50IQ3WhcoyVybFlweZxomNAU5zLOQM/pYTKYkW/PRY2oRFjMYejcuBsK7HmYv3UOGAAtElsjKz8DB87vw7mMkwg2WvDh4EmoF98QTrcDe8/shJ7T48D5PdBxOtSJbYBaMXWx+9R2eEQ3zqSdwqr9SxEdEoP72w/GhcxzOHh+Dzo3ugsu0YVTacdg5I0w6IwIMYciMiQaW46uQ2RINEJMVkRYohATGgcdrwPAQJQEhAVF4FTaMeQW5iAl+wIig6NwMv04OjbqhghLJPae2oFzmafRtVlPBBmCcfDcXuQ78iFJIoJNFmTkp+FC5jnUiqmLQR0ex5Id85CedxGFznzkFuaiW/PeGNThMQDAv3uXYtuxDYi0RqNmVG3UiqmH+tUa4XjqEeTYstAi8XYYdEaIooDluxchsyADiVG1Ua9aI2Tmp/v6m5aXgqY1WiHIWLwNey7jNFJzLqBJjZYw6UxYsGEOOJZDx4bdsGb/PxBlEbVj6qFV7TYw6IoPIOUV5uDwhQOoEVULcWHxWH9oFXad2oba0fUQGRKFxJg6qBZeHQyDojAFA5YDsgozsPfULgiyB83rtkTN+ERlOlsihMEpIYzj548gPScdNavXxIr1y2F3FqJzhzuRcvEC3KIbve7ujZjYaKWKnXdZVh3U8P4dN2vWrNJXhHklJSVh//79qFGjBmrXro2NGzdCp9NVqLQzoFzVtGXLFsTFxaFRo0aVeu5Dhw7h4sWLaN++PUwm06V0/5rx9p32eQghNwNZlpGSkoI5c+bgm2++0Zyn9IngiqhocOLs2bOVDk54CYKAZ599FvHx8Vf1imSWZXHnnXdi8eLFfu0bN25UzRsoPFHReQ0Gg+oqblEU8dBDD1UqOOFls9nw0EMPYcuWLQGHgtAyZcqUcueRZRn//e9/K92nS1GZE+aLFi3Chg0bqrxKybJly/Dtt9/i+eef92sfMmQIXn/9ddVJ/9mzZwcMT8yZM0fVZjAY8Oijj/q12Ww23HvvvZUKTnilp6ejf//+2LlzZ4X2Ab3KC06U9Prrr2PAgAGqkPEHH3xwScGJsrzwwguVDk5UVlV9zg4ePIgBAwZoVogpz/bt2/Hwww9j+fLlVT7kwu7duwMOy/TQQw9V6XNVhZEjR6JHjx6XvO9zJZWuNuOVkJAQcJlA03bv3q1qe+qpp/Djjz9i3759fu2nTp3CfffdV27/HnzwQXzwwQflznelXfPwhCRdXgjgRiDLypXYkluG5JaU8VKdknKi0ilBdMoQHZJyQM8hQXQo0wAZkkPZuc0yFQKomqtFzmWcxrPfPQa7uzghOHfTz777IaYQ5DuUL8ef1kz1tT/caTie6vkiAGDept/w7fLPLqsfSQdWVGi+zUeLxwGat/m3Cq9/50mlpA7HchAl5YTwz0nf4/1HJyLaGoMxPz4Jlyfwf4QXsvzHmVu0XT2O18Hze8vpxDzN5sPJ+wEAP60pf2OuIhZsnY3XB76Pf/cuxa5TWwEA01ZO0px3yQ7tPnntOb3Nd3/NAe0037HUQ36P/9j4C0be/SL+N/8/Za57/eF/NdvZ5RPx4ZAvcUf9zr62y/2MbTuxAQkRNVW/x6QDK6DnDXALLuh4PT4aMgkWYwie+W6I33yr9i3Fm/d/iLtb9gUAjJv7OtYfUhJzLMNCkpXvLgNvwKfDv0Od2PoY88MInLh4FAzD4OmeYzBv8yxk5KdBx+vx4eBJaF23HT5f9CH+LvU7sJpDkWfPLX4/GBavDHgPvVv1V72uH//9BrPW/QgAuKN+Z9/BVgCYsnwiZPgnIlftKy6t1bVpT/z3of9V+D0EAJujAM9+/7jf+xhkDMaXT04PEPCQkZJ9Aa/8PAr5jjwY9Sa8eO/b+GrJx3C47bCYrPhq5AxIsoQXfxgBm7MAQYZgdGjYBSv3/g0A6NSoO8Y+8pnfxqsoiXj7l+ex4+RmX1ut6LqYPPpnmIPMvgoYflfd8aUOABeFMFiewcJ/5+O/n74FWZbRoG5D/D7jTwQFm0vMVzSUCVd0IPkWulqvd+/eOHjwIABlp2Pr1q0BQzdXU8nthVth24FcHfRZIteLW+2zWJHvdFmWsX/vATz8yEOwFdpgDbFi9vdzkRhfB5JbhuhS9qMkV9F+lUvCmq3/4t2Zr0GUBMSFJWDy07/Aag71rXPx9j8xacl4yLKM+tUaYfxj3+CZqYORkZ8GAPhr2+8YcucoZBWkY/nuwFfiDOrwONYeXIn0vIvgOR7NarTC7tPb/eZpUr2F5r7CW78oV7eFB0ei0FkAl+DyTWPAqLblSkvLU5dHBoA8R27xg1IXgtnSi0tmlty3Op1+QrWeA+f3AAB+3+BfHnbbcf+D5k6PA//33aP4ZOgUTFv5FY6nHlati2N5iJJ/pYXcwmxMmF98oLr0+1YVVu9f5vd4VanHpe07uxMLt/2uaj+achCbDych2GzFxsOrVdM7N+7h2z9oGN8UE0d8jxeL9ge8Sv5OvfcTImpi8lO/INhkwfpDq/DB3DchSgKqhVeHR3D7Po/fLP3E7/nqxzXCpJEzoNcZkJ53Ec99/ziyCjKh5w2oX60xDpzzP3Cl4/T46LFJuL1OO8geGfDIOJl+Ei9MG45Cl1LCmmd5fDDkS7St11H1+pbuXIDPF32guuJq2q/FxwgmfPYxvntmti+QDijVMxiuaLubY3As9TBe+PpJ2J2FsJhDMO0/v6F29dpg2BLb295t7tK3rHL738/exvylfxS/F3Ua4NhJ5X0eMugxjH3nAyUkwgJg/ZcFCzicDtz/4EAcPnwYDMPgs88+q/BB1tmzZ+ONN96ALMto0qQJFixYcMMEKObMmYPXX38dsiyjcePGWLBgAQUoyC2H9iMrR5Ik3/GAyoiKirqk4TIqItAwEKUxDINPP/1Us/JBRfXq1QuPPvooEhISkJ6ejm3btvmVMB8zZoxmcILneYwaNQp9+vSB0WjEjh07MHHiRNWJPkmS8PTTT+Ouu+66qv+XdOvWTRWeuHjxIk6ePIk6der42gKFJzIyMnDkyBE0bNjQ16ZVeaJdu3aq1/XDDz/gn3/+Uc1rMBgwZMgQ9OjRA9HR0UhOTsZvv/2GlStX+s1ns9kwcuRIbN68WbWO8jRu3BhPP/00GjVqBJvNhoMHD/rWc+zYMVy4cEG1TNu2bfHEE0+gZs2aMBgMyMvLw6lTp7B//36sXbu23Kv6y9KuXTuMHj0a1apVw/r16/Hhhx9qls7/9ddfNU9qMwyD+Ph4tGnTBrfffjuio6MRGhqK0NBQGI1GOBwOpKSkYNOmTfjll1/gcrn8lv/ss8/w3HPP+R3jjIyMxL333qu6onzJkiWw2Wyqi9by8vI0f58DBgxQDQPx0UcfYe9e9f6QxWLBE088gQ4dOiAsLAxnzpzBtGnTsH27/35BSkoKXnrpJcyePVu1jrJwHIennnoKffv2hSRJ+Prrr1WfK0AJ3W/dulUVxF29Wr3dHx8fj+eeew5NmjSBxWKBzWbDhQsXcOjQIWzYsAF79+4N+H/M6tWr8e2332pO43keDz/8MHr37o1q1arB4XDgyJEjWLZsmWY/KuJyP2ejRo3SDE7UrFkTTz31FJo0aQKdTocDBw7g66+/Vv0d/fvvv/jhhx9UQzlcrhMn1PuuXoHC1JIkYdOmTeWu22q1ag4RpNPp0KJFC9+QNN6/t9DQUADK38PJkyexYMEC1fenw+HA5MmTMW7cOF/b119/7asCNGjQIFy8eFH1nIGq+lSltLQ0zfbIyMiAywSapvV/otFoxIoVKzB48OAKf44ZhkHHjh0xZswYPPDAAxVa5kq7puEJSZJw6NCh8me8zsgOBlKKHpABSAwgoeiHAURGKVkvFrULjPJzmWVfnY6qS7v9s3ORX3CiNG9worS/tszG0M5PAQAWbKncf1rXkjc4oZAxZ90M1ImpX2Zw4kY0b9OvOJmmHkvoasgqyMCMf7UT3xUhyRIWbp2LFtVb+9qq4jNWOjjh5S46SO0R3Fi87U/YnNrj3/2S9B06N+iObFum78Cot79eLsGFv7fPQ8eG3XwHSmVZxp+bfkNmQbrveRZtm4um8S2wco//zgoAv+CEd/1/bZ6Nrg3vVs1b8n3Zesz/P9PyDrYnHViBp3q8CKu57DHNStp8eK3qfSx02rB8x0I80f1ZzWXWHlqJfIeyIeB0OzBn/Qw4ir5zChx5+GfXYoiSAJuzQFmfy4ZV+4oPam84vBrJ6ecQWaK6xbnMM37BCUA54L/1wEbNg73l+ennmb4DwUdPHMHCr/9B6zqBxzgDC4CVlVum1H1Guc+UuK+0Fy3LyMWPS2YwfPflsrNxcomZS/+K5QC3ACBrLKM5X/Fdl8fld6Dk4sWLWPTFv6hTrZ5231W3srrd774csJ0p+R6xRe9JyfcbgHIUHji06XhRCeoS6y39Hnt/L0aqu04Iub5db/tEsgRAhP//I74fpvi+VPxY9u4LSUXTvPtCIqNMk0tM8+0/mQAJOLj3XNFzMsrzSkW3IoPvV8yErVDZTsvLz8NPX83C0C6BD8LMWzPHd7I+NecCNh5Yje7Nisv8/rVlju///2Mph7Fg82zfiWqvBVtmwe5Wj3lc0uLtf8BZtC8hiIJmAKC8kHW2LVPVVt623PVo0pKPkZx9TnNa6eDEjWjf2V1KRQ8Nm48UB1GOJB/A2n0r/IITgP/v1Hv/QtZZbD68Fp0b9cBfW373vU8p2dpjKnsdSz2MPSd3oHnN27B6z3JkFSifIbfgUgUnAMAjKvs6TaoVl1/9Z+ciX3ACAARJwKKtc9E84TbV8iX/XgKxuwqxYtcSPNJxeMB5Fq2ZB7tT+ZsqsOfjryXz8HiXp8pcr//r8PgFJwD4ghMAMPvPWXi49lPg2MCHt3ac3IzDh5WAjyzLmPrZNDTMbVdi2xPF25Ml7zPA1K+m+d6HgwcPYu7ERbitYRv/bc/S26K+bdJS27il50Wp9kBKboeX9zVRYvp333zv6/uhQ4cwd9p8tG7etpztetmvjfHrZ6lt+RKvM+D2P0rMU6KNueaXcpFb0ZEjR651F65b3pN+DocDTZs2rfTy7733HsaOHVvFvao4vV6POXPmBLxSviI+/fRTvPrqq35tJa+kP3DgAP766y/NZX///Xfcf//9vsd33303Bg0ahLZt26rKkaempmL69Ol49lntY2pXQqBAyYYNG3zhiczMTBw9elRzPu+83vBERkYGjh07Vu7zSJKEDz/8UDWfyWTCihUrVCduhw0bhpdeeglffvmlX/uWLVuwatUq9OjRI2D/Shs4cCB+//13v2qqJT8fWlewm81mrF27tsxS8ceOHcOcOXMqfVV93759sXDhQt9yPXr0QFxcnOYwLtu2bVO1AcqV7BU5IT1ixAjUr18fr7/+ul/7uXPncOTIEVUFruHDh6vCEw6HAwsXLsSQIf4XG86fP18VyvCuo6ScnBx8/fXXqvmioqKwbt06vyCO97U9+OCDqn7MnTsX48aNQ716gSs0l/bbb7/h4Ycf9j3u3bs3evTooXlSetu2baoT71qfjdmzZ6Nz586qdq/MzEz8+eefiI+PV0177733NJeJjIzEsmXL0Lp1a7/2vn374pVXXsHhw4exdevWgM+p5XI/ZytWrNAMKrVv3x4rVqzwC9Pcc889GDlyJNq2bYuTJ0/6zT9+/HiMGjWqSi/Gy8xU7z97xcXFabbb7fYyf29eXbp00RwKKikpqUJ/6y+99BKaNWumCh/+888/fuGJkgGNksG8kqq66oyW0sM4eZX13Reov4HWFRMTg1WrVmHJkiV49tlnce6c9jGDknQ63XUVUqfdlUthlMEmuooDE77ghHJbHJ5glCFNRQayN0QhKG2yhwU8jPJzlYPPkWWU2y9LVEhxiZnIkBik5iZXVZeuqtjQaoiyXn/lci5XtDUO5zLPwiNqj611NZ4/PV+dlquoqBD/ElxX6zMWFRKDiOAo7D6t3hiJsSr/8ZoNwUXlmrUPpEeFxCLCEuVXkSLCEuULTwBAdNHfT7AxRPNguWqdVu2SZFEhMTiXqaScDTpjpUJAQUYLzPqgCs8PAJEW7e+Lkt8HqmVKfcdEWKJwNuOU73F0SAw8osdvnmCjxRe4MOnNfqWMAaU6h57Xwy0Uf74ZMIgIiarYC/FiAXAyIkOjcfyicuCEZVhExkeAiRD8QxJc0UFAruigp3da6fBEiQOsTKmDreUeUESp+4GUF4AA1GEJGdrLlZy31DSjrJR0LJmWjmpqBRtS6nul5MHdQAdIAwYlip5QFXYocXCWEELINeO9Ulv7DJ32WbtAX9+y978/b9jcG6IotR/lC0/4QhTKvlVUjQigxHCcUTHRgFkq3q8qtR9Velix0ttTkSHROJOhHNhhGRY1Imqp+hweHAneoUN+yUoOpYQGReBiie1UHadXbYPrOJ1qe+dmVCOiNlJzLviFi28mPKeDntf7BQ68jHqTLwzMMhziw2v67Q+UxbuNXdY2dWkMWERYooqW8/+s8ywPQSOsUnr9WscCAvUhMiQaJ9PUJ0ZKiy7nNUSWml7uvnjJbW4G0LE8QsxW5NuLD8yVrC4ZFhIBPgoAI/iHcEuEEiLZMDAM4wsSRMdGga3pVgef/R4r64mKi8SpFOUiBZZlEdUoFGwNd6mwBbS3cb1BgWu0jRtVLRInzhb3PbpeONiYGz/URAghpbndbjz00EN49dVX8dFHH1X6hF23bt1UwYnSSldu8OrZs6dfcMKrbt26eP311/HWW29prutqhidatGiBsLAwVZBj48aNGDZsGAAlHFEyNNmjRw+/MevXr1+PkSNH+u5r6VaqSsiOHTs0qzs89thjAU8QvvLKK6rwBAAsXLiwwuGJsLAwTJ8+vcxhaEtXSQCUz9GJEyfKDBDVr18f7777boX64cVxHKZOnao6CTt48GA888wzqrDq2bNnA64HUAI4CxYsQFJSEo4cOYKUlBQUFhZWaKiJXbt2qcITffr0QWxsrOoq+NmzZ6vCE1pDdsTHx+Puu/0vAFy5ciUKC9XH0ceMGaMKTgAAwzB46aWXVOEJSZKwePFivPzyy2W/sCI9e/b0C04AygnZhx56SPNzq/Veh4WFqa6mP3ToUJkn4SMjIzUDCunp6ZrD3gDAjz/+qApOlNSoUaNKDTVXFZ+zQAGxzz77THPo7PDwcAwfPlw1BM65c+ewZ88e3HabOqB9qXJzcwNOu5xhvcvifS+3bt2Kv/76C7t27cKxY8eQk5MDm82mWdGjpN27d0OW5euuorXdrn1hPc8HjgsE+j612bQvSvZWffn4448DVrooSZZlrFmzBmvWrMHjjz+O6dOnl9mfq+GaPjvLsmjcuPG17MI1J8syZAEQiobtKDl8h8cmIjM5G3CyMHIm9cmuS3Rfu4eRmpeMFXuWoNBZAFmWEWIOhSgJ0HE6DGw3GEkHVyA56xyiQ2JgMgQhyBCM5/q+DmNR8uetBz/EhPn/xfGUw5BkCZGWKLg8LmTZMsAyLDiWB8/xCA+OQFxYAvIdeTh58ShEUfRdcWPSm8GxPIKNwdDxeoSYrBAkARzDIT3vou/Es0lvBsuwcHgcsJqsqB6ViHx7HtLzLsIjeKDX6SFJIjyiAFESfP8RcAyHiJAoNKnRAidSjyI97yLqxDbAKwPehY7XIcuWgTUH/oHdWQiO48EwjOpENMtwkGQRDMOgekRNxIRWw/HUw8gtVDY2GTDQ8XroeD0kUYTD4//Fo+cM0PE6mPRmSLLkd9KcY5X3J6sgw+8AGwMGel4Po96MQpcNgigUHYQTwYABz+kQbLIAslL2lmEYNEpohlcGvIfTaccx/s+3YXfbER9eHel5F+FwO6Dn9HAJTsiQYTWFIiGyJiRJwpn0E3C4HX5XRPGcDqIkQpYl6DkDwkMiwTIs3B6XXxjAy6Q3YVi3Z9C/7SAMnXQfMvMDj/vHsTwiLVGQofynUei0QZJl3Fa7LZ7uPQZGQ3Gy7K0HP8TEheNwNPkQXB4HBFHwHfAqfVUeAwYcx0OSRN97GRoUjqd7vYSVe5bgSPJBON12SLKEEJMVd7W4F/vP7kLt2Hp44u7nYNKbsP/8bpy8eAzKSQEGsWHVMG7wFzAaTDCaTPhw8Jf44d+voeN0sJhCcbCopHHHhl0xpNtI6Hk9XhnwHhZt/R2R1hiMufdtLNu1EOsPrUKtmLp48u7nYTSY8OmwqXjzl2eRb8+FxWxFWFA42je4EwfP70Ny1nlwLItaMfXwYr+3fX9vJY199DN88/f/4HA7MLz7aKTnpWDq8i8AAHViG+DExSNgZAZu0QVBFBAbFo9oaywE0YORd78Ai8Ua8PejpVW9tni+75tYvmshHO5C6HgDbqvdFvd3HAxO8yo8GXc1uwfJ2eew+8x2NE5ohqd6voQf/p2Eg+f2oVXttuh3xyDIkJFpS8fu09vRrGYr9G7ZH1P++Rwe0YWR9zyPmOpRxWMz8wwieCv+9+IkTJ33FdKz0xBmDcfjA4aj6z3tlaE5OAaMrtSQHVzpoTzg21iZPOBLvP3220hOTsawYcPQ/+GKp9dvdpMnT8Ybb7wBURTx6quvomOvO651lwAoG13eK4UaNmx4XQwlQm58VLqXXA9uxX2iin6nN+z5OkSrE9u3b0fHjh3x2tvP+eb17keJruLhEMd2GAt2oowz50+jd4d+6NKlizIsol2Z57WBYzFpyXhk5WdgYPvBuKvFPch15mDG6slwe1yIC0vAx0O/Rl5hLiYv+xQp2ecRZAiGjjdAED0AZMSGxeP5vm9i4+E1SDqwAonRtXHP7fdjwvz/IMeWBT1vQN24BhjU4XHM3zIbhU4bUrLOI9+pnPgNMgQjLjwBdzbugayCdKzY8zdESUR4cCTiI2rgTNoJONx26Hgd3IIboijAfZXD0RzDIS4sAYWuAuQUZgMAWLCQSqVVrOZQfPDY5/h3799YsGU2sm3ZyC2aPz6iOhKj6mDvmZ1wCy6/8IGO1UOQPJAhg2N5sAzjC5owDAOeVQ7MeEQ3GDBgWQ4GnQERwVEw6U2QoYRfTAYzzmWcRoEj31e9QZIlmA1BiAuNx5mMkxAlCUGGYMSExuJ85tmi36PyPN79BgYMakbVxvmsM35VCzmWx6fDpoBlObzz24socOSBZViYDUFoXL0FHu/6FH5b+wNybJl4sMNjaFq7Jf4z6GN8sfgjON0OWIxWNK7RDHn2XLg9bpgMZthdNvRqdR9a1WsLAHi272sQZA8uZJ5Dz1b3gmN5/LDyK0AGasfWw4nUoxAlAdHWWAzr/gzqxNcHAPRodQ+Sc89j05G1qBvXAD2a98FHf7yNPHsOeE6HCEsUmifehifufg5GffE+xcD2jyKjIA2r9y+HKAq4vV57jOr1ot9+mNerA97Dl0vGIyM/DTzH4UTKUYiShEhrlFLJUpZxb+cBePiRR9TD53Hwbcu/eNezcIfnY9f+nWjftiOeGzMKHM8VD5NXNHwHyzFF1dzUxz1mt56F559/HhcvXkTt2rXx4IMPYsmSJeB5Hu+++y6aNVMHoUpqhjpwhH2Kn376CfHx8Rg/fjyioioWwv62/jd4++23kZqaiuHDh+OeB3pVaLnrwTfffIN33nkHycnJSt/vuedad4mQq472Iytm0aJF5Z4Eut4JgoAJEyYgKysL33//faWWfeqp8isiBToBOmDAgIDLDBw4UDM8EWhdVwrLsujSpYvqxGjJMvOlS86PGTMGGzdu9J2QL2teQLliufQV/IFCFtOmTcO0adMq9RrWrVtX4XkfeughX1n9QBo0aIDIyEi/q9kFQUDLli3Rvn17NG3aFPXq1UODBg3QqFEj1K5du1L9Laljx45ISEhQtVssFlitVtVJ4UBXcguCgHfeeQeTJk3SrP5QEVpX7/M8j8ceewyffeY/fPaKFSuQnZ2N8PBw37JaJfiHDh2qOmEf6Hf/zjvv4J133qlUn9etW1fh8MQjjzyi2V69enXNdq33umPHjliwYIFf2//93//h66+/xu2334769eujfv36aNiwIRo2bFhmSKd0KMmrVq1a6N9fPVz35aiKz1mg31vHjpWv+rxu3boqDU9YrYHPadhstnL/5i/FsWPHMGrUqEp9/5Tk8XiQn59fZt+vBbPZjIKCAlW7xxP44o9A07SCK263G/fffz/+/vtvv3aO4zBy5Eh06dIFoaGhOHz4ML788kucP+9fgfGXX35BUFAQpkyZUpGXc8Uwcnl1GK+A8ePHw+PxQKfT4e23377aT3/DKFnCt1HDRpAcgDtfhKdAhDtfhDtPgCdfuX+TXuhDriCnwwEAmifoCQnEF1IoCip4b4uDC0B6ZhrAyYivXg2cnlUfTOVLhRy8j9nrK4VJri8l/09s3LgxHfQiVUKSJIwfPx6iKNJ2KbnqbuV9omvxnS4JMoRCER6b5Lv17ld5CkQIDtqhIjeGkqFhVqdsf7OlQ8Nccbtyvzhc7AsYc0Vh46J5i++XmPc62z6n7UFCSGXR90bFeLdLOY67pKEvoqKiEB19aZWOvQJdmfvVV1+hVatWvsc5OTk4evQoJk+ejDNnzmgus2bNGs2hKhITEzWvtj59+jQSExPL7N/tt9+OXbt2qdpXrVqF7t27ay4jSRJ0Op1maN9msyEoqLg6bKC+BTp1M3PmTIwYMULVHmgIlUmTJmHMmDF+bQzDICMjAxEREWjXrp1viACWZZGbm4u+ffv6nUxNTk5GtWrV0KZNG+zYscNvXd26dVOdWH/11VcxceJEzf5XVlRUlKoawPDhw/HTTz+p5p0xY4ZqGAktX3zxRYVPykdFRaFHjx4YPnw4evXSDlIG+p08++yz+OYb7eGu4+PjkZKSomrX+r0/8MADqsoMlfX+++9rVs44dOgQmjRpomr//vvvMWrUKADAlClTMHr0aNU8R48eRf369f3aHnzwQcybN++y+urVpk0b1RATXbt2xdq1a1Xzbt++XbOaw8qVK9GzZ09V+7BhwzBz5ky/tm3btqFjx44QhPKrdZnNZnTs2BGPPvooBg8erBraYPLkyXjuuedUyz3yyCOYPfvShiy/kp+zyMhIzWFLLsVrr72GTz75pErWBSjDIwUKxxw+fFizoonNZoPFYil33VrDdpw8eRLt27dHRkbGJfXX6+zZs6hRo4aqvbLf+VWpevXqmlWBFi5cGDDUs3DhQs2wYI0aNVSv46233sKECRMqtP6CggK0aNECp0+fVs2/b98+v6FOrjYatuMGwbAMdBYWOov6Sm9ZkpUwRa4Id64AV44AV44SrqBQBSEEADh9UdBBz4LVMcpjPQNWxxbdKo85XYn5eKZ4WtFPeQdQJUlC1iFlDKvwxmY6MEEIIYSQ6wLLM9BbeegDXPQheSS4ckvsU+UKcGWL8Nhu7KswyfWJYQDOyII3s+AMLDgjA85YfJ/Vs+AMRbeV3B4nhBBCLhXLsponUK+lZs2aqYZ46NevH0aPHo3bbrsNR48eVS3z3XffaYYnAomN1R46t6T8/HzN9pIBiNJYloXJZNIcviAvL6/MZctT2UohpYfUAJSTdJs2bcJdd93lFwxp3rw5LBYLOnfu7Bee2LBhA/r27Ys9e/ZUaP2BKihciuzs7ArPW5HfJwC89NJLsNls+PDDD+F2l13pLSMjA3PmzMGcOXPQp08fzJs3D6YKXpCoNUSIV0XL0v/555+XHZwAAlffbNy4Mdq0aYPt27f7tc+ePdsXntAasqNDhw6q4ARw7X73gd7rypT/b9u2LebPn4+RI0eqAjul2e12rFy5EitXrsTHH3+Mv//+G/Xq1fNNDzTUxJWoRFAVn7Nr9XuriDp16gSctm3bNs3wRHBwsF8YISkpSfO7SsuLL7542cEJ4PqseBsTE6MZntCqTOMV6L0oHZy02Wz4+uuvVfN17txZM5hhsVjwn//8B08++aRq2ty5cyk8QS4PwzIwhPIwhPIAitNtkigrB/6yRbiyBTizPHBlCRDdV73YCCHkMrEcA9bAKAdUDQxYg3Ig1e+gqqHEwVUDqwQhikIS19vYWoQQQggh1xNWx8IUxcIU5V92VXRJcGYKcGULcGR44EjzQLBffwdAyPWDYQDerFz4wAdx0AWx4IOLbs1FgQkjSyEIQggh5DKYzWa88MILePbZZ1XTKjsshtFoLHeekJAQzXatYISXJElwFFX+La2iJ0+9lepKy8nJqdDyXs2aNUNERITqqvINGzbAYrH4lWT3hlVKh1bWr1+P8PBwzSvytcIqVVlGvzJhkYr8Pr3++9//YtSoUfj111+xcuVK7Nixo9yTvsuWLcOrr76KyZMnV+g5Sg9pUVJFj9dqVdgAlOGIxo0bh44dOyI6Otp3knzGjBl44oknKrRur+HDh6vCE2vXrkVqaipkWdYcriVQhY+q/N1XpAKEV6D3urLHxfv164fTp0/jzz//xN9//41NmzZpnmwu6fjx43jggQewZ88e38WEgd6HqgwpeFXF5yw0NLTME+iVUZnfW0Xcdtttmt9hADB//nwMHTq0yp4rIyMDy5Yt05z22GOP4fnnn0e9evX8AitdunS55OE9rraWLVti586dqvbSw2dUZFrJylCAEmTR+n+xRYsWAdfdvHlzzfYDBw4EXOZqoPDETYzlGBgjdDBGFG9gybIMT4EEV5YHzkwBziwBzkwPRBcFKgi5mhgG4EwseFPRAdSi+5xR+eG9V58VXYHG8JXf0COEEEIIIZeHM7AIitcjKF4PQNmfEmwS7GlKkKIw2Q1PAVWnuNVwRhY6Cwu9hYPO+xPMQR/CgQ+iYAQhhBByNQQaaiMtLa3KnysuLk6z/ejRowGH7Th+/LjmVcfBwcGqqhOBrgwvLCzUPAG7b9++cnrsj2EYdOnSRVW9YOPGjaqy9t7QRIcOHcCyrO81bNiwAREREap1m0wm3HHHHar2QBUgXnrpJdx///2V6v+VFBsbi1dffRWvvvoqAOXE6alTp3Dy5Els3rwZM2bMUJ0MnDFjBj7//HPVMA1XSulhUryWLVum+XdwKX8Djz76KF5++WW4XC5fmyRJmDt3LiRJUn2WTSYTHn74Yc11Bfrdf/LJJ2jfvn2l+lWZMExVMpvNGDp0qO+kvM1mw8mTJ3H69Gns3r0bP/30k2q4gv3792PDhg248847AQT+3vAOkXO9iY2N1QxPrFixosKVVrxiYmKqqlsAlEo+vXr1wqxZs1TTFi9ejAMHDqBp06ZV8ly7du3S/O7u1q0bfvnlF81lrsT/O1dK69at8eOPP6ra9+7dG3AZrYpDgDKkVUkXL17UnK+s81qBKpeXFU68Gig8cYthGAb6EOWgjqWW0uYNVDgziwIVGR44swRIHgpUEHKpvAdUdcHKgVRdEAs+SDmYqgtSwhIUhiCEEEIIubEwDAOdhYPVwsFa11i0LyWiMNmDwgsu2JM9kETaj7rRsTqmaDue9QtHeIfS5PQ0NB0hhBByrWmNkQ6g0if5KqJjx474+++/Ve1//fUXnnnmGc1lFixYEHBdpZUOMHidPXtWFZ4oLCzEkiVLyumxWrdu3VThiR07dqiCG97whNVqRbNmzXwn1Pbt26cZ8ujYsSP0er2qvXTlCq/jx48HnKZFluWrWvo+KioKUVFRuOOOOzB48GC0atVKVVLe4XDg6NGjAa+YrmpaV9tHREQEDBD99ddflX6OsLAwDBgwAL///rtf++zZs/2GPvB64IEHAlZk6dSpE7755htV+7lz5/Daa69VuE+CIFRqyI0rKTg4GC1atECLFi0wYMAADBs2THMoiT179vjCE506dQLDMKr37/Tp01i8eDH69et3VfpeUZ06ddK82j8/Px933313hddzpX5vr732mubnUZIkDBkyBOvXrw/4mawMrb83QKl+oeXw4cOaQ0iVJVClEFEUy6wiUhX69++P5557TlXRZ9WqVXA6narAkt1ux+rVq1Xr4ThONRRHoOGoygr8BQptaIX1riba4ye+QEVIbSOi2wajRt8w1Hs8ErXuD0fcnRaENTbBFMWDubJ/s4TccHRBLMxxOoQ2MCGqTTDi77Ki1sBw1B8aiXpDIpHYPxzx3a2IbhuMsCZmWBINMEXpwJs5Ck4QQgghhNwElH0pHmGNTEi4OxR1h0QivocVIXWM4PS0vXe9YThlG94YySO4uh6hDUyIbBWE2I4WJNxtReLAcNR7LNK3P5zQMxQx7S0Ib6psyxsjdBScIIQQQq4DdrsdX331lea06tWrV/nzBTrJuWLFClUgAQBOnjyJTz75RHOZe++9V9VWs2ZNzXl//vlnVdtrr71W6WE7AO2hNVwuF9auXevXj/j4eN/jkiEHSZI0KyBorRcA2rRpg2rVqqnalyxZgqlTp5bb3+TkZEycOBH169cvs5z8pRo9ejQ2bdqkGQwoyWazabbb7fYq71MgwcHBqrasrCzNk44TJky45MoGWsNwbN26Fdu2bavQvF49e/bUDDFNnToVixcvLrcfx48fx9ixYwP+XVxJEyZMwPz58/0qcGipyOciOjoaHTp00Jxv5MiR2L17d8D1nzhxAjNnziy/w1Xovvvu02wfM2YMjh8/Xuaysixjy5YtGDVqVMD1XK6WLVvioYce0py2b98+dOrUqczqCRWl9fcGKMPYlA4c5OfnY9iwYVX2HCdPnqz0uiqrWrVqmmGY/Px8fPzxx6r2jz76SPPz3rt3b1V1lUCBrrVr12oGEAsKCvDhhx9qLtO4cWPN9qvl+ohtkesOwzAwhPEwhPGw1lPaZFGGK0fwq07hyhEg05C/5CbGMIDeykEfyvtuDaEc9FYOrI4OnBJCCCGEkGKsjoEl0QBLogGSKKPwghv5J50oPOemihRVjOGUYVWUH8Y33B1nYMAaSgyDZ2DBFd1n9QyFmAkhhJAbyP79+/2uYM7JycHRo0cxefJknDlzRnOZnj17Vnk/mjZtiv79+2PRokWqaQ8//DBGjRqFe+65B0ajETt27MDEiRM1Aw6xsbGqKgYA0K5dOyxcuFDV/vnnn8PpdGLAgAHIy8vDjBkzsHTp0kt6DU2aNEFUVBQyMjICzlO6IkSnTp0wefLkMtfbrVs3zXaWZfGf//wHo0ePVk175pln8N1332HIkCGoVasWwsPDUVBQgIsXL2Lfvn3YtGlTmSeWq8L06dMxZcoUREVFoXv37mjevDnq1q2L0NBQ6HQ6ZGdnY/369ZgyZYrm8iVDJldas2bNsG7dOlV7nz598Nprr6FZs2bIzc3Fb7/9dklVJ7x69uyJ+Ph4JCcnlzlfzZo1Aw5XAyhVLJ5//nlVgEgQBPTv3x+dO3fGoEGDUL16dVitVuTl5SE5ORl79+7F+vXrceTIkUt+DZcrKSkJb731FsxmM+68807cfvvtaNCgASIjI2E2m5Gfn499+/YF/Lso/bl4//33cdddd6nmS09Pxx133IFHH30UPXv2RLVq1eB0OnHixAmsWLECy5Ytw2OPPVZmSKWq9e7dG3fccYcqfHPhwgU0adIEDzzwALp3746EhATodDrk5ubi5MmT2LNnD1avXo309HQAQJcuXa5YH6dMmYLdu3fj2LFjqmn79+9Hq1at0LNnT/Tq1Qu1a9eG1WpFfn4+Tp06hXnz5lXoOQJVlNmxYwd69uyJUaNGITo6GocOHcIXX3yBU6dOVfp11KxZU7Maw/Dhw/Hiiy8iNjbWV4GiRo0aqFGjRqWfoyzjxo3DihUrVFV9xo0bh/Pnz+P+++8HwzCYP38+pk+frlqe4ziMGzdO1d68eXMkJCTgwoULqmn33XcfnnrqKXTp0gVWqxWHDx/GF198ETAcd60rs1B4glQYwzEwRupgjNQBDZXkoCTKcGULcGUJyrAf2QLc2SIdGCQ3HIYBdBYOhjAe+lAOhnAehlAeOisHlqMDrIQQQgghpHJYjoGlpgGWmgaIbgm2My7kHXfCftFzrbt23WIYgDcXDXdnZpUfkzLkHW9ilTCEkQVvYsDwFIQghBBCbnYvvPBCpeY3mUx4/vnnr0hfvvzyS2zatAmZmZl+7YIgYMqUKQFPsnsxDIOpU6dqXpH/yCOP4J133tEcnuLbb7/Ft99+e3mdL3r+rl274o8//gg4T+nwROfOnctcZ1BQENq0aRNw+qhRozB//nz8+++/qml79uzBnj17yu70VZCRkYHff/9dNVxFWVq0aHFFKpwEMnjwYM3wRGpqKl5++WVVu8ViQUFBQaWfh2VZDB06VPPq85KGDRtW7nb4f/7zHyxbtgz79+9XTVu/fj3Wr19f6f5dTXa7HcuXL8fy5csrvIxOp0OvXr382nr06IFnnnlG8/vB4/Hg559/1qwwc61MmzYNnTp1Qn5+vl+7x+PBnDlzMGfOnGvUM0VYWBiWLFmCrl27IiUlRTVdlmX8888/+Oeffy75ORITE9GuXTts2bJFNW316tWaQ1hU9m+uffv2mlVYNm/ejM2bN/u1vffeexg7dmyF110Rbdq0wZgxY/D555+rps2YMQMzZswoc/lXXnlFcxgThmHwzjvvaA5nJYpihf6vBID7778fLVu2LHe+K4kumyaXheUYmKJ0CG1oQmynECT2D0e9oZGoNTAccV1CEN7UhKBqevAm+qiR64cuiEVQgh7hzcyI62xBzf5hqPd4FGoPikD8XVZEtQ5GSG0jDOE8BScIIYQQQshl4/QsrPVNqNE3DLUHhSOihRm8+dbcR2J5BsYIHpZaBkS0ULbHa9wTijoPRaD+8CjUeSQSNfuFIb6HFTHtLYhoGYTQBiYE1zDAFK2DPkSpAEfBCUIIIYSUxLIspk6dGrBs+OWqVasWFi1ahMjIyEovy3Ecvvrqq4Dl7BMTEzUrNGgxGo0YNGhQpfsABB5iw6tjx45+j+Pj48t8Pzt27AidThdwOs/zmDdvHu68887KdPO6xvN8wCFjrpQRI0bg9ttvr9C89evX17wivKLKq3TAMEyFhimwWCxYunQpmjRpcsl9udG8//77iI6OVrV//fXXlzS0w7XQrFkzLFiwAGFhYde6KwHVq1cPu3btKrP6SWXo9XpV2xdffKHZruW1117TDBKU5fHHH4fRaKzUMlXtk08+weOPP17p5YYNG1ZmwOqpp566pPV6NW3aFN99990lL19Vbs2jNeSKYlgGhnAe1rpGRN9hQfU+oag7OBJ1B0eieu9QRN8RDGt9I0zROrA6OuBFrhzezCKomh5hjU2I7WhBjb6hqPdYJOo8EonqvUIR3TYY1vommKLos0gIIYQQQq4OfQiPqNbBqPNwBBJ6WhFc04CbNQegs3Cw1DIg6vYgxN9lRe1BStg+cUA44rsroWVrfRPMcXroLBwY9iZ9IwghhBByRdWvXx/Lli3D0KFDr+jztG/fHrt370a/fv0qHORs0qQJVq1aheeee67M+T777DMMGDCgzHlq1aqFFStW4J577qlol/0EGmIDAEJDQ9G0aVNVe+lqFBVdn1dISAhWr16Njz76qNInZOvWrYt3330XMTExlVquIi6lDH5iYiKWL19+1cMger0eixcvRuvWrcucr23btlixYgVCQ0Mv+bnq16+PDh06BJx+5513onbt2hVaV0JCArZv346XX34ZZrO5Uv1o3rw5/ve//1VqmaqQkJBQ6ZC2xWLBF198gbfeektzOsdxmDlzJn799ddKhbuuVVi8e/fu2Lt3L+677z6wbMVPIXMch7vuugsvvfTSFeydIiYmBitXrsSvv/4acJiNsvA8j27duuHnn3/WHDKpXbt2mDNnDoKCggKug2EYvPHGG5gwYUKlnz8hIQHfffed37BUV5v3czlx4kSEhISUO39ISAg+//xzTJ8+vczPBcuymDlzJr744gtYrdYK94dlWTz55JNYt27dJYUUqxoN20GuGt7Ego/XIyi+OLElyzKEQgnuXAHuPBGuXBHuPOW+YFeXKSOkNO9wG/pQDvpQHgYrB71VGXqDM1A+jBBCCCGEXJ8YlkFwdQOCqxvgKRSRf8KJvGNOuPPFa921S8IZGJiidTBF62CM0sEYwYMz0vY4IYQQQqoOy7Iwm82wWq2oW7cuWrRogX79+qFbt26+8eGvtISEBCxatAgHDx7E3LlzsX79ehw/fhzZ2dkQBAFhYWGIj49Hhw4d0LdvX/Tq1atCJ0ENBgMWLFiAP/74Az/99BO2b9+OnJwchIWFoXHjxnjwwQfxxBNPwGQy4eTJk5fU90aNGiE2NhYXL15UTevQoYNmPzt37oxff/1Vc33lVbLw4jgOb7/9NsaMGYM//vgDSUlJ2LFjB9LT05GTkwOO4xASEoLq1aujUaNGaNu2Lbp3735FqxYcO3YMR48exfr167Fz504cOnQIZ8+eRVZWFux2O/R6PYKDg5GYmIgWLVqgT58+6N+/f5mVNq6kuLg4bNq0CTNnzsSsWbOwb98+2Gw2REdHo1GjRhg8eDCGDBlSJf0bMWIENm3apDmtvMoUpZlMJkycOBH/+c9/MGfOHKxfvx67d+9GZmYmcnNzodfrERISgsTERDRu3Bjt2rVDjx49KhzQqGo//PADxo8f7/uM7tu3D6dPn0ZaWhoKCwvBMAyCgoJQrVo1NGnSBD169MCDDz6IiIiIctc9ZMgQPPLII/j777+xcuVKbNmyBcnJycjJyQHLsoiOjkZsbCzatm2L3r17V/jv60qoXr06/vrrL5w4cQJz587Fxo0bcfjwYWRnZ8Nms8FsNiMsLAx169ZFkyZNcOedd6Jbt24Veh+qCsuyGDJkCIYMGYLNmzdjzZo1WLduHc6cOYOsrCzf5ys4OBiRkZGoX78+GjVqhHbt2qFbt26wWCxlrn/gwIE4fPgwvvjiCyxfvhxnzpwBx3GoVq0a7rzzTowaNQpt27a95P4PHToUt912G7799lusX78e586dQ0FBAWRZvuR1VhbLsnj55Zfx+OOPY+7cuViyZAmOHTuGtLQ0yLKMmJgY1K9fH/369cOgQYM0K6sEWu+YMWMwatQoLFy4ECtXrsS+fftw/vx5FBQUQBAE3++ladOm6NChAx599FEkJCRc4VdccYx8NX8TRcaPHw+PxwOdToe33377aj/9DUOSJBw6dAgA0Lhx40qlvG4GoluCJ1+EO0+EO19U7hf9iE4KVlwup8MBADBqjLN3vWF5BjoLB52FhS6Yg97KQRfCQR/CQRdMV6hdT2717y1y5dBni1wJkiRh/PjxEEWRtkvJVXcr7xPRd3pgsizDkeZB3nEnCk67IHmu+u56hemCWJjj9DDF6GCK1UFv5WgoDXJF0XcHIaSy6HujYm7l7VJCCCGEkNKo8gS5bnF6FlwkC2OkOi0puiV4CooCFQXKfcEmwl0gQrBJkMTr9yAj8cdwRVVJzBz4IBa6IBZ8EFd8a+HAGRk6EEsIIYQQQm56DMPAHKuHOVaPmHYSCs66UXDaicJkN+RrXJBCZ+FgjtUpP3F68MEsbaMTQgghhBBCCCHkpkLhCXJD4vQsuAgWxgh1sEKWZYgOCR6bBI9NhMcmQSgU4bGJEAolCHYJgoMqV1wpnJ4Ba2DB6RlwBhasngFnZMEbWXBG5T5nZMGblR9WT8EIQgghhBBCSmN1LKx1jbDWNUJ0S7Cdc8N21gV7ihui+8qGxRkG0IfySlWJGCUwoQu+OqWwCSGEEEIIIYQQQq4VCk+Qmw7DMEoVAzMHU7T2GF+SKBcFKURfmEK0FwUrnBJEpwTRIUF0yjdFFQuGU8ZUZnkGDAuAA5ysBLAyjOE8OJ5V5uGU6QzPgOUYMEXzs7xy33erU+6zuqIfffF9CkIQQgghhBBStTh9cZBClmQ4swTYU9ywp3rgyhYuOxyuD+FgiOBhDOdhiORhitKBM1Bpc0IIIYQQQgghhNxaKDxBbkksx0AfwkEfUvbVU7IsQxZkiE4ZoluC5JYhumVILgmSIEPyyJAEZR5JAGRBhizJkCX4biEX/ZRYJ8MwAKtc0QVGCXx4Aw5glVtvmIH13i8ZZOCKfngo0/kS83PF973LlA40KGM+XgQA1GicSGM+EkIIIYQQcoNgWAamKB1MUTpEtFDaBIcEd44AV64SpJBcMkSXBNElK/sbHAO2aH+DM7HQBRcNkRfMQh/CgdXR/gAhhBBCCCGEEEIIhScIKQPDMGB0DFgdoAOVqSWEEEIIIYRcf3gTC96kh7ma/lp3hRBCCCGEEEIIQdeuXbF27dpLXr5mzZo4c+ZM1XXoBpWUlIRu3bpd1jpmzJiB4cOHV02HbgF0eQkhhBBCCCGEEEIIIYQQQgghhBBCbmkUniCEEEIIIYQQQgghhBBCCCGEEELILY2G7SCEEEIIIYQQQgghhBBCCCGEEFIlkpKSrnUXbgpdu3aFLMvXuhu3FKo8QQghhBBCCCGEEEIIIYQQQgghhJBbGoUnCCGEEEIIIYQQQgghhBBCCCGEEHJLo/AEIYQQQgghhBBCCCGEEEIIIYQQQm5pFJ4ghBBCCCGEEEIIIYQQQgghhBBCyC2Nv9YdIORKkCUZsiBD9kiQ3RJkQQYkGbJYdCuVmJkpumEAcAyYoh/wLBgdA0bHguEZMAxzLV4KIYQQQgghhFSYLMmQXRIkd9G+kFtS9oNKYFgo+zl6tsQt7fMQQgghhBBCCCHk1kbhCXJDkCUZkkOEWCBAKhQgFYqQ7AIku6j8OEXILhGSU4LkEiF75PJXWkms96CigQVr8N5yyq2RA2viwBiL77MmDoyJo+AFIYQQQgghpEpJbglCthtilgtCtgdingeizbuvJEC+hN0hhmN8+zGsmQMbzIOz8OCCebAWHbgQHpxFpwTNCSGEEEIIIYQQQm5CFJ4g1w3JLUHMdUPMVQ7+CbkeiPkeSAUCxAIBslT1gYhK9c8jAR4JKKzccr6DkEYWjDdYYSwKWhhKtBtYMAbOF8xgdCwYlg5MEkIIIYQQciuTBQmedBc8aU54Up3wXHRCLBCq/nlEGaJNgGgLvG6GgRKqCNGBC9WBD9WBC9Ur9606MDoaGZQQQgghhBBCCCE3LgpPkKtOFiQIWW4IGS4I2W7fz5U4AHg9KD4IWfllWV1R+Vy9RkldvuhxyaFFvEON+N0vdatjIbPXNohCCCGEEEII0SaLMjxpTrjP2+E+74An1XnNg+ResgyIReF2JDtU0zkLDy5UDz5MBz5cDy5MDz5cDzaIo2p8hBBCCCGEEEIIue5ReIJcUZJHgpDugueiE0KGC54MF8Qc9yWVkb0VKdUuANjFKl93kEeCzANZu86B1RdVwDCwYPUlhyJhwRRVymDNHFgzD1ZPV5MRQgghhBBSlUSbANfpQrjOFMJz3qHsB9yAvMEK93n/dlbHgisKVPARenDhSqiCC9FRtT1CCCGEEEIIIYRcNyg8QaqMLMsQcz1KKdlUhxKYyKKgxHVJlgEBYARAzHZDrMRVYAzPgDXz4IKKxkEO5sEWjYXMWXRgQ3iwJrqyjBBCCCGEkEBkSYaQ4YLzpA3u04XwZLqvdZeuKMkjQUp3wZPu8mtneEYJVEQawEcot7pIPVgzHaoghBBCCCGEEELI1UdHJMglkyUZQqYL7mQHPMkOuFOckBxVXyGBXF9kQYaY74GY7wk4D8MzyjjIITw4qw58qB6cVRkXmQvRgeEoWEEIIYQQQm4tsiDBfcEB18lCuE4XQiy8OYctrAxZkOHRCFVwZg58lEEJU0QZwEcbwFmpSgUhhBBCSFU5c+YMatWqpWrv0qULkpKSrn6HbnJaFxrWrFkTZ86cUbUPHz4cP/30k6p9zZo16Nq16xXoHSGEkJIoPEEqzBeWuOCA+4ISmJDcN2Y5WXJlyYIMIdsNIVt9BR3DQAlWhOrAh+mV8r1hynjINBYyIYQQQgi5mUhuCe7ThXCessF9xk77TxUk2kWIZ+1wnbX72lgdCz5SDz7aCF2MAbpoA7gwPQUqCCGEkBtYjRo1cP78eVX7uXPnUL169YDL3XnnnVi/fr2q/Z133sGHH34YcLlZs2ZhyJAhqvYRI0Zg+vTpFew1IYQQQm5mFJ4gAXmH4XCft8N9zgH3BTskFx3sI5dHlgEhzwMhz+N3MBTwHwuZC1PGQebDdMpVZjx7jXpMCCGEEEJIxYk2Aa6TNrhOFcJ9wQFZonEMq4LkkeBOdcKd6vS1MTwDXZQBuhgj+BjllipUEEIIITeOjh07Ys6cOar2jRs34pFHHtFcxuPxYMeOHZrTNm7cWObzbdq0KWA/bkRjx47F+++/r2qfMWMGhg8ffvU7RAghhNwEKDxB/Ih2Ae7zDrjP2eE+b4dYQKVkydUTcCxkBmAtOvAlqlQolSt0YIN4OjhKCCGEEEKuGVmS4Ulzwn3aDteZQngyXOUvRKqELMiqQAWrY8FHK0EKXTQN+UEIIYRczy4lPLFr1y44HA7Nadu2bYMgCOB57dMegcIVN2p4ghBCCCFVj8ITtzjJI8GT7PBVl/Bk0oE+cv2RZUDM90DMV1erYDhGCVKE6sBZ9eCsPDirUq2Cs+jAcHSQlBBCCCGEVC2xUFAC5+fscJ2xQ3KK17pLpIjkkeBOdsCdXHxShdWz4KOUoT74KAN0UQZw4TTkByGEEHKtBQotlFVBIlD1CACw2+3YvXs32rRpo5pWUFCA/fv3q9rDw8PRoEGDCvSWEEIIIbcCCk/cYmRRhueiUwlLXHDAk+qkMrLkhiaLMoQsN4QsN4BC1XQumAdn4cGF6MCG8OCCdeAsPNiidsbAgmHooCkhhBBCCAlMcopwJzvgueCA67y9aNuT3CgktzpQwXAM+Ag9+EiD3y1r5mj/gBBCCLlKmjdvjuDgYNhsNr/2ffv2oaCgABaLRbVMeUNzbNy4UTM8sWXLFoiiOvDaoUMH+r+fEEIIIT4UnrjJyYIET5pLOdCX7IA7xQFZoLAEuXWINgGiTQBKlPItieEYcMFKmIIN4pX7Zg5sEA82iAMXpDymkAUhhBBCyK1BlmWI+QI8F53wpCgn3CkscfORRRkejSEDWQMLLkwPPkwPPlwHLlTvq2zH6tlr1FtCCCHk5sRxHNq1a4d///3Xr10URWzZsgV33323apmyKk94p48ZM0bVTkN2EEIIIaQiKDxxk5GcIjypTnhSnXCnOOC56IQsUliCkEBkUYaQ5wHyPGXOx7CMEqowcaVuebAmFqyJB2NilXYTB0ZPYQtCCCGEkOudLMuQCgR4MlwQMpQT6Z6LTkgOGobjViW5JEgXnfBcVIevWRMHLkQHLqQodG3hwVl0vvA1F8SB4SlgQQghhFRGx44dVeEJQAk7lA5PnD59GqmpqX5tHTp08AtUBApJXGp4Yv/+/Zg3bx7Wr1+PEydOICsrC4IgICoqCnXr1kWPHj3w2GOPITExscz1eLlcLsybNw9Lly7FgQMHcP78edhsNkiShKCgIMTFxSExMRHNmzdHmzZtcOeddyI6Otq3/MyZMzFixIgyn2PEiBGa88yYMQPDhw+vUD9LO3XqFO68804kJyerpvXr1w9//vkn9Ho9AMBms2HPnj3YuXMndu7ciaNHjyI5ORm5ublwOp0wGAywWCyoXr06WrZsid69e6N///7Q6XRl9mHs2LF4//33A76uwsJCTJ8+HX/88QeOHTuG3NxcxMTEoH379njyySc1wzhlqerf/dWQn5+P2bNnIykpCbt27UJmZiby8/MRGhqKuLg4dO7cGffddx969ux5rbtKCCHXLQpP3MBkQVIO8qW74ElzwZPqgJBb9glgQsilkSW5uIpFBTAMwBg5X5iCNbLKY2PRfUNRyMLAgjWwYA1F1S30LI29TAghhBBSxWRZhmQXIWS7IWYrQ74J2W4ImS5ILulad4/cICSHCMkhwpMWeB5Wx4Ip2v4vGawuub3P6ou2+3VM0S0LhmfA8EobOIaC2IQQQm4ZgcILWmGH0lUndDodXnrpJb/2lJQUnDlzxu+EtreSRWk6nQ6tW7fWfP6zZ89i9OjRWLp0qeb0Cxcu4MKFC0hKSsK4cePw9NNP49NPP4XRaNScHwDWrVuHxx57DOf/n737jpOquv8//rp36s72CkvvRZqiIAhSLVhjiw0jJvYYNSYxRhMj5BvRJPozxl6iEIM99oIoTUUBkSodpHe2t6n3/v6Y3WGXnYWlLAvs+/l4zGPuPffcO5+ZHS73nPncczZtiru9qKiIoqIiVqxYweTJk2PlU6dOZcSIEXUet6Ft2rSJESNGxE2cuOSSS3j99ddrJD6ceeaZcT/vKuXl5ZSXl7Njxw7mzZvHiy++SG5uLs899xwXXHDBQcU4e/Zsrr76atatW1ejfOPGjWzcuJE33niDq666ipdeemmffyNomL99Q4tEIjz44IM8+uijFBcX19q+e/dudu/ezZIlS3j66afp378/L774Ir169WqEaEVEjm5KnjgW2DaRkjChghDh3UHCeQFCuwJE8oPYGlRC5Khk22BXdq4eKNNjRpMq3NU6WKsSK/Yur+p43WvZcKizVURERJoWK2hhlYSIFIeJFIeIlISJFIaIFAUJF4Y0faEcEVbIgpBFpHaf9QExHEY0ocJhgNOMLRvOyuQKZ/SaP5ZsUZV84ay5TFViRrxnV+WzkrdFRKQRDRgwAIfDQSRSsw9t9uzZRCIRHA5HrGzvhIq+ffsycuRIDMPArtZRPmvWrBrJE4sXL6a0tLTWa/ft25eEhIRa5dOnT+fSSy+loKCgXu8hFArx5JNPMmfOHCZPnkxGRkatOitWrODss8/G748/tfC+BIONN4Xc9u3bGTlyJBs2bKi17fLLL2fSpEk4nTV/ZrIP4keLbdu2ceGFFzJp0iSuvvrqA9p37ty53HHHHZSUlOyz3muvvUZBQQEfffRRje9VdQ3xt29oxcXFXHDBBXz55Zf13mfu3LmcdtppvPnmm5xzzjkNGJ2IyLFHyRNHCduK3gkVKQ4RKQoRKQwRKgiSsMHCLIM85/rorez1tGzbCraX7KRDRlvW5K2jY1Z72me2ZVPBFt5d9CGlgXJyU5pR5C/iwl7n0SGrbY39Q5EQ3/w4l7W715FXVoA/7CfVm0JOchZgMLTTaZQGythYsJm2Ga15/ft32F68g5FdhvDp8qn4wwH6tuqN1+WlPFhOhi+dNbt/pKiihJ4tunNWt+G0z4y+5ppdPzJj9dcs27GKQNBPgjuBsmA5wVCQIn8RzVOac/+o3/HBksnMXj+XE1v1pnvzLpzUqjcp3hS+XTeXdXkbaJ/ZFgN4/ft3WJ+/kZzkHEZ1H8n2kh30zO1Gj9wTmL3uO6asmE4wHCQ1IRWX08kpbU7EsA2+XT+Xfm1PJtGVwL9n/5esxEy2Fm/DxOSs7iPYVLAZwzBomdKC7SU76JLTiWAkSGmgDMu2OKPLMCavmMoPW5dyYqveXNH3Elqnt8S2bb5dN5cFm5cQscIkeZIoC5YzossQEt0+3lv8MR6nh40F0YzjPi17salgCxErTIo3mSRPEu0y2zJnwzyWbVtJrxbdaJnSknmb5jO440BOaXMSCzYvZmPBZtbnbaJVWnP6tzuFVTvWYBgGF/Y6h2RvEm98/w7zNsxne8luLCvMRb3OJ8mTyPdbFlHiLyUzKYOzu40krzyP7s268MmyLzAw+Envc/hgyacUlBXgcrj5Zt1c0nypjOgyhIWbFxMMh+ic05GsxExykrMIRoJggz8cwLZtWqW1oNBfRFpCKie16s28jQvILytgR/FOpqycTqYvg6ykDDxOD6d1OBW308Wb378LhkH7jDac0W047TJb8/j05ygoL+C2ITfQMq1Fre/86p1r2Viwmb6t+5DuS6u1vdhfwncb5tMiNZdkbxLTVs1kY/5mEtyJZCWmUVBeRGpCCr1b9ODkNifG9lufv4n3Fn1I9+bdOLv7ngxvfyjAZ8unsmz7CtpltGFElyEs3b6SzMR0+rTsycLNS8gvL2Rg+34kuOrOOvaHAny7fi5pCal0y+nMt+vnxY4RITrKxQ/blrNw8xLSE9I4rUP/uO9vU8FmVu5cQ4/c7uSmNMMyLL7d+B1Ot4tBJwwgZIb5Zs0cdpTsollmDoNPGkRiSuKeZAuXieE2ogkYrupllZ2re3WofvPNN5SUlDBs2DA8Hg8AZWVlzJgxg/Lycrp3717ne24qvvzyS/x+PyNGjKjViBQREZH9C4VCTJ82Ha/TQ7+epzB92jQ8eGiX1Zov58yivLiMvq170zmtA1ZpGCtYewSJ6tdaJ7XqXWPbm/Pf5eu1c+iS3YGR3YbSvXnXWvtbtsXXa2ezfPsqerc8gf5tT+Y/c19nS+FWTmrVB6fDSYo3mQHtTiFsRfh23VwAlm5bztwN3xOOhGmemsugDv0Z2vE0vv5xLhNnT8LldDGow0BM02BM/ytJ9CRSVFHMrLVz+GTZFMqC5bgdboKRIIluH5m+DFbtWktpoJSUhBRGdh7CpsItrM1bz9pd6zAMg3YZrTmt3am0SGtOeaiCb9bOYdHWH0j0+PC5fNiWjdvpwek0ObnViazL30jn7A6k+9L4YMmnmIZJWkIqwXAAj9NLdnImQzsPZt6G+azYsYZ0Xwop3hR65nZn7e517C7dTbG/jCRPIomeREZ2HUJ+WQGTl00lbIXpktORjflbWJe/ns7ZHRnU4VQ2F26lQ1Y7euR24+u1s/lh23J6tTiBnSW7qAgFCIT9YBtsLNiEw3TgdropDZTSNacLuanNyPSls7loK07TyfDOg5m26ivaZbTmwt7nArCxYDP/mvEcmwu24I8EaZ/Rmi45nbny5EtI96Vh2zazfpzN0m0r6dWiOwPb98cwDArKC5m/aRGZieks376K5dtXcXqngZzZbTgAO0p28v7iT9lWtJ0zug4lEAmSk5RNsb8Yy7Y5rUN/TCM6XUd+WQEzVn/N4q1L6dOyJ81TmhG2wpzWvj8OM34nfTzz1i2gJFBKosvH3I3zMQ2DimAAp8NBkjeJge360b15F4r9Jfz7m1coCZRyUe/z6N2yR9zjVbVLbWBg+36xeCE6ReH28p0s3bGC7m260qZ5m9ioGKbLZN2uDbwz6wO6dehKSmoyW/O24fa4cfu89D2xLx07d6w2mkbtRO7169fzww8/cOKJJ9KqVat6fwaHory8nJkzZ5KVlUW/fv0OaN8lS5awceNGBg0aRFpa2iHFsXv3bubMmUOHDh322UY6lHirFBUV8fXXX9O6dWt69+69/x1ERI4SycnJ9OrVi4ULF9YoLy0tZdGiRfTt2zdWtvfIE6eddhrp6emccMIJLF26tEa90aNHx9YPZMqOpUuXctFFF8W9e39/vvvuO6644gomT55c68f5//u//zuoxInGtHv3bs444wxWr15da9vo0aOZOHFinUkIB+uGG25g5MiRNGvWrN77PPPMM/WuO3nyZB555BHuueeeWtsa6m/fkCKRCJdffvkBJU5UKS0t5fLLL2f27Nn06BH/GlJEpCky7INJAzxE48ePJxQK4XK5+MMf/nCkX/6IsS0bO2Bh+SPY/uizVRHBKq96hLHKIlgllVMBWLX/FBWVF1QJBzDk03uLP+avnz2KjY1pmFi2hcvh4q5ht/LotKeI2DWzeE3D5D/XPEv35p2BaAfhbW/ezdyN8+t8DbfDRdiKYNkHN8StaZg8cdnfCIaD/Pa9+w/qOBm+dNpntuH7TYvqVd9pOAjbR27uYtMweXn0k7yz6EPeX/Jp3Dp7Z0UfDIdhEtnH55fuSyMnKYuVO9fU+5jV4zIwsDk8p4mTWvViweYlB7yfz+2jPFgei2fStc/TtVmn2PapK2dy74d/IWJbNEvO5pWfPUtm4p4s3xJ/KT975RY2FW7BIJoIYFl1f2bXD/wZvxz8C9buXs+VE66PfT9/euJP+MOZvyYUCTHmv7+s8Zk6TAcRK/r9GtT+VGatmwNA92Zd+PfVT+Bxumu9TigS4obX7uSHbcsByErMZHdZHgB3Dr2Fa/tfwVsL3ufhL/4Z2ycnKYv/Xvtcjfe3ZOsybn7jNwTCARLdibw8+gme/uolZqz5GoCf9DqHDfmbWbhlz2ffNaczL139BF6XZ18ffUw0iSLaIfrEF8/x7+n/AeCUzifx73ueJUyYq//yc1ZuXAXAbVfcwh3X/wqH21F5V5sJztp3xOGonZhxPLj//vuZMGECAMOHD2fixIkaevkQWZbFihUrAOjWrRumqfnE5dBZlsXDDz9MJBLB5XJx3333NXZI0oQ0lTYRgB2xsUMWdjD6iAQirF+9DiMELXNaQtDGDkSw/Ba2P/ocKQ/xy5d+w7drvwMgN6UZ24qjcyU4TSdhK5pkahgG48//E2d1qz2M8d7XWr8cfD3XD7wGgN+9ez/TK6+Vqvx51N38pNe5Ncr++OFfmbxiamw9yZNIaaCs1mtd2PMcdpTsYs6GeXV+Di7TRciqPc1isieJN3/+Mte/djtbi7bXub/UbWSXodwy6Dp++nL8+b8TXAl8eNOr/HPGs3y09LNY+UW9z+PWQb/g2v/ewo6SXbX2u6T3BYzudxmjJ96MP1z3jx1ndRvOQxf8mV2leYyeeBN55fm16gzvfDqPXPSXer2fZ79+mRe+/c9+69175l38c8azVIQqYmV3DbuVa/pdXqvunz8ez8fLPq8Rb5U1u9bxi1dvpyxYhsfp4bkr/h+9WpwAwJJty/nFpF/V2WZ3O1w89dN/0Ld1n1iZ4TCiI+W5TH7YvoIbnv8V/qCfpIRE/nvfS3Tp0GXPqBdVI2DsPW2Jo9roGZVtBsu0WbV6JRjQtXu3On+YqKio4JJLLuGHH34A4I9//CO33HLLfj9PgLfffpvf/OY32LZN27Zt+eijjw46gWLHjh2cd9557NixA4fDwbPPPsuoUaP2G++f/vQnbr755gN6raKiIs4//3zWr1+PYRj84x//4IorrjiouEWOJ2pH1s/DDz9MKBTC4XBw8cUXH/D+2dnZ5OTkHFIMv/rVr3jqqadqlf/rX//i9ttvB6J316enp9fo03v77be59NJLufnmm3n++edj5X369KmRjHHVVVfx+uuv1zp+1f7VnXbaaXz77be16rZt25abbrqJHj164HK5+OGHH3jiiSfYvHlzrbrPPvtsrXN5bm4u27fXvNZr2bIlv/rVr+jRowfJycmUlpayefNmli1bxtdff82iRYuwLItPP/009n/Izp07WbUq2v/20ksv8fLLL9d6/fvuuy/uaAJdunSJ/a3Wr19P+/bta9UZOnQoM2bMoLCwkBEjRrBgwYJadcaMGcNLL71U57+p008/nZKSEvr160ePHj1IS0uLPSD6/9batWt59913+frrr2vtf//99/OXv9S+bho7dizjxo2L+5oQ/Tv/9Kc/JTk5mXnz5vHII4+Ql5dXq15CQgJbtmwhPT29RnlD/e2BuP2Cbdu2Zf369bXKr7vuOiZOnFirfPr06QwbNqxG2XPPPRf3Osfj8TB69GhGjhxJTk4OW7ZsYdKkSXz++ee16g4YMCDu+xYRaaoa9VZYy7JYtmxZY4ZQPxEb10YgDEYYiIBhRcuNSOV61XO4Zr3DpeIAslL/t/DD2I/dVR0coUiI179/p1biRFWdSd+9yR/P/C0Amwq37DNxAiAYqd3pdyAs2+L9xZ9QEfIfdAJGfnkB+eX1Gz4LOKKJExB9j+8t+oQPlkyus87hyF3aV+IEQEF5IQXlhQd0zOpxHa7ECYCFm384qP2qEicgGs97iz7mjiF7LkLfWfRR7HPYUbKLGatmcW73M2PbZ62Zw6bCLbH97TiJStW9s/BDfn7K1Uz67q0a389Pl3/Bnaffwoodq2olo1QlTgDMrtZpvnzHKhZvWkrP3Np3Ga3YsSrWmQ/EEiei7+lDftr7J7yz6MMa++ws3V3r/X2weDKBcACAsmAZ7y74KJY4AfDBD5NrfddW7lzNwk1L6NOi5z4/i5hqp6C3v30vtjxv9QIWT4+OJlKVOAHw6ReTuSrnJ/U7tgE4wDaByoft2LOMUW2bUbndqFqubHhUlbGnTmy/qrKq533lMNhxlquVGXHK4v0TmfTfSbHl6dOn8+2/Z5KTkV3jPdt7x7TXur13uVnHNuMAyon/WjVicgBH+bQvVZ1fIiLHg6OiTRSwMf2AFX0YVrXleO2dqvaQZVdrG1V73qsucS5Xq1LDd1O7wxFgS9G2WOIEEEucAGKJExC9bn130cec3u60WsdYvmNljWutdxZ9yNUnXQbAVz/WnoP5nYUfcVbn6iON+WskTgBxEycAPvxh8n6vm+MlTgCUBEp5dd7bSpw4BF+u/YYkl6/O7RWhCr5YPrNG4gTAB0s+oUtWx7iJEwCfLv+cDF/6PhMnAKasmM5vh97G9NVfxU2cAJi++iu2FewgLSF1P++GWm2Aukz67q0aiRPRfT/i0l4X1igLhIOxxImqeH839Ff43NHP7JOln1MWLKusG+DDJZPplNEBgNe+e3ufbfZgJMT7iz+le/ZeI7dU/lN578sP8Aejn19pRRnvvP8uNw0cU6/3F09i5fPmT5bvue5nz7NtwKItP8QSEQD+8/QERoUG1+v4E179d6zttGHDBt774+sM6zp4n9f/ta6cK7d/uGQyO3ZEz12RSISJD/+b7ita1TrEos0145341MucHRy05+DGnvdWV9vhyxWzYj++2LbNhH+9RD9/j5ptAZPoiKZ7txGq2mJVbYGqtlVV28ysvn+19epl8dohsOfvUhWriwMaVVXkcFI7sm5VyQgVFRX07FnPfqJqHnjgAcaOHXtIMQwaNChu8sSsWbNiyROzZ8+udTNU1cgRgwYNqpE8sWTJEoqLi0lJSYkdp67XrW7KlClxf0QeOHAgU6ZMISkpKVZ27rnncsMNN9C/f3/Wrl1bo/748eO58cYbayQXxPsR/7XXXuP000+PGxtER354++23admyZawsJycnlgDxxRdfxN2vc+fODB5cv//74ikpKWHUqFFxEyduuOEGnnvuuX0mI82YMaNeoy/cdddd9OrVq8aoIQCfffZZ3OSJfRk/fjz33ntvbP2MM87g4osvpl+/frWm86ioqGDChAncddddsbKG/Ns3FMuy+Otf/1qrPCEhgSlTptT6DowZM4a77rqLf/7znzXKZ8+ezdSpUxk5cmRDhisicszQOOL14TAIVU/CtO1oB2DEiNuZaIQql0N7HoRsjCDRhz/63FBapOaybMfKWuXNU3LYWBi/c7J9xp5pO9ISUklwJdTqhDncclOa4w8FDukYXqcHf/jQjtGQWqe1ICc5mx0lOxs1DqfpIGwd2eSReLwu72H5XrVJrznUa4uU3BrruSk1h3VrntLsgEbQaJHaHICOmTWzr9MT0oDoCBH7+kwT3T6K/dGLcpfpJCspM269rMRM3A5XLBmpeoy5Kc0r31tzVu2qeRG+9/urirdK64xWpHpTKPJHh5jLTsyiyF8cS7CA6B2bOUnZHIwWKc1jx/Y6PWQkpOMyXTVG32ie3gwrlWhHnLMyGaLyR3nbrCyvLIslRuydQLH3crXOuZoJFJWBxRIlGr8zrnluczZtik7Fk5iYiLdvCkFv48clIiISl8fAqt9gVFHV20NViRbV20QW0YTyyJ7n6knmRtiGULW2U1WbqdqlWlpCColuH2VVo4/tY8S2quumve19rVW9XpLbR6G/5nC8e19jeZweMnzp9UrYzk7KpDRQRvlBXut2y+lyWEd8a2qSPUl0zu64zzpt0luRnZjJrmoJyzlJObRKbVnnPhm+dFrU8f2qLj0hDa/Tu8+6qd7od7o+WqTmkleP712r1Ba12vh7f48hOjpE9VHu0hPS8FabWnDvuKv/W2mX0Wb/8e7jfe/dVomtV7UHqrUVYm2GqmTqqrZDfX7Er/ZIy8nG+ZaTcCSaaNWsZXMCPfZzLV75T69Z2+ZQmfRvGAaZJzUn0M6I5gLU9c+zjvJsMxeq3dyZ0745gRMq46gWTlpONs6398TbvFVutF68RAn2ShCvfGQmNsd4a895Mqdds+h73juhutZnpjaKiBwd4k2fATWTHvaesqNDhw40bx79f2XvH4kty2L27NmcddZZbNq0KdZHU9f+Vd577724cTzyyCM1fjyvkpGRwXXXXcf9999fo3zjxo0sXLiwxpQj6enp7NxZs4942bJl+0yeyMrKqvfoSYdLeXk55513HnPmzKm17dZbb+Wpp57a7+iqVYkTc+bM4b333mP+/PmsWrWKgoICSktLiUT23U+9YMECbNuu9yiu7dq14/e//32t8q5du3LHHXfw4IMP1to2ZcqUGskTDfm3byjz5s2LO/rFNddcU2fyzG9/+9tayRMA77//vpInREQqNWryhGmanHDCCY0ZQqOxLTs6hUdZBKs0TKQkjFUSIlISJlIUIlIYwg5aBzVtx31n3YXb6WJr0XZykrLYUbqLbjmduX3IjTw242k+XvoFYSuM03RgGiandejP9YOuie2f4PXyz0vG8/RX/2bN7nUEw0EsLJyGA4/Lg8fp5pzuZ1DsL2Fd/kbcposFWxYTsSw8Tk/srhyn4cDhcAI2hmESDAexbRuvy8Oo7mdwy+DriNgWgYifz1fO2NMxSu2+h1PbnsKiLUvwhwM4TSedsztybo8z6N6sC4/NeJathdvISsogEA6wsWBLbD+v04vDNMlJzmZgu35MXj411vkZ7ScwSfUmE45EKAuVk+xJIhgJ1fqB32GYWNhgR5dtbFyO6I/FwXAQ03TQIqUZGwu2ELEjOE0n5/U4k2v6X86gjgN46PPHWLVzDRHbwjQMDMPkpJa98LkTmPXjHMJWmFAkjGEYJLi8hCIhLNvGYTpIcHpITUhlc+FWInYEByYetxd/yE96QhpDOp3G95sWsqN4J8FICLfTRZv0Vuws3Y3DcHDjadfSIaMN93zwFwr9RbH3lOhOJMWbzM6SXVi2hdPhpGNmOzxON9nJ2Xy3ITr6yKntTuHb9XMJhAJEbCv247jPlUBFyA9E505O9SaT6k3BYTqoCPujmeAG5CRlEwoHyUrKZHS/y/nP3NfYXLiNLYXbYt8VA3A5XHTMao8/FGBD/kZswOvyMLBdP/q17ctj058hYkUY1nkQV5xycY05eu8acSuWYbEubwOjuo/ktI79a/z9TmzTkwfO+T3vLf6E3NRmJLoSmbJiGuWhckzDxGk6Y9Pb9GpxAvedeRcJXi+j+1/G8p0r+XLtN2T40nn2iv9HgtdLa29LHr34rzz8+T/ZXZZPkjuREV1OZ13eBtJ96fxiwGhemj2JgvICrul3Oe2z43c4tva25B8X/YWJc14jLSGV0zqcysdLp5CZmM7vRtxOgtfLn0bdjfMLJ/M3LSbZk8SVJ19S6/397NQrKA4Us2jLD5za7hQu73sRPVp046kvX8TpcPLrYbews2Q3z38zgW3FO8hJyubnA0fTsVX7PfMSu83oPMWVcxtXlcWG0622/MzwZ3jw8YcoLivh9lt/Rc9hAzCcBk8NeoqXXnqJhIQEbr31VtoOPKHJDon5yiuv8H//939UVFTw29/+9og0mI53Gm5VGsK+pnASOVKaYpso3jndtm3skB2btsP2R3i+67P8a8KTJDi9nNf/bN6a9g5ep4dWKS35csUsAuEAA9r247cjbyPBXbu91Mbbir//ZBz/mfs6aQmp/G7k7bF21fNX/pObXv81Rf4S3E4XgzsM4N6z7qrV7nrysr/z4JRH2VS4hfaZbTmr63Ce/2Yi5cFy0n1pJLkTaZ7ajDuH3kKxv5jnvplIYXkhmwq2EIhEM+YNDLKTsjivx1m8u/gjCiui1+QOw4HPncD1A3/GqB4jCFh+nvt6AjtK44+CUJ3L4SISiWDtNayH2+EiLSGV8mAFpcH4o2QAe6Z3NJ04TEfchHTTMMlKzCCvrCA2gqGJSYI7gUA4UGMEEIdhkpvanNJAWez9Vb1GlUR3ImErTIo3mR7NujJ34wL8YT8u00nEjmDZduUPv7VTSAwMvC4Pbocbf8iPw3TQIrU524t3kuRN4onL/kaHzLbM3fQ9X62dXeMIiS4fo0+5jFM7nMwTl/2Nv055lI0Fm2mX0YY/nf1bOma1554z7mTy8qmYmKzNW095sIzclOY8ffkjtEhtzo7Snbwy702C4SC5Kc1IT0gjyZtIIBzEaTq4fehNJPkSGdx5AL8feQcvz5lEQXkRKd5k2qS3xO1wc9uQG0hJTN7v3xbgoQvu55FpT5Ffnk8gHIy2BSunzTQMA4/DQ/+2ffnj2b/l7QUf8O/ZrxC2IpzYqhfjzr03bv/BE5c9zOMzn8O24fahN5KYsCeR49KTLmB3eR5zN3xPn5Y9+dmpV+A0oz96XH/aNawr2MCsH+eQ5E0iMymDXaW7AfB5EhjSezC/vPJW3D5PtD3hrtme+NWVd+F/HuYv/p7TBg7i1t/+Ojodx0FM3Vff68Eu9OCZjGd44YUXyMnJYezYsfWeN/3/nfJPxo4dy4YNG7jyyiu54PKLDjjOWBxn9aAiNcQHH3xA586deeCBB/D5aifQHEq8Vbqd1gO/O8Srr75KmzZtGDt27EFPNyJyPFE7sn4++OCD/f6Y3dDatGlDq1atav0QvHnzZjZu3EibNm1qjR5x2ml7Rh6rSoSoPi3GrFmzOOuss+o96gTAV199Ve+6+/Pll1/W6A8aNGgQ7777bo06t9xyC0888QQnn3wyXbp0oUuXLnTr1o1u3brhcrkO+DUPh++++y5u+R133MHjjz9er2OsWrWKG2+8kS+//PKgYgiFQhQXF5Oauv8RuwDOO++8Oke6+MlPfhI3eWLevJrT7TXk376h1BXzCy+8wAsvvHBAxzrYv5WIyPHIsA/HvAEHqPr8vppbOj7btomUhVg1fyVmKbRIbEYkP0Q4L0ikLLz/A4jsi23XTMzR3SbHDMNlYLod0Q7JqoQHtxmbUzi2HnsYlUkRe5U7jXpnbx+I6kOPn3BC002ekMNP3y1pCJZlMX78eCKRiK5L5Yhrym2iw3FOt20bO2hhlUWIlIajCemlYSLFIaziMJHKxHQ7opEcpOkwTCN6ne80wFmZ/OysvPavWq5Kjq6+HHuu1lZwm5jVk6idjX/tpetBETlQOm/UT9V1qcPh4OKLLz7g/bOzs2PTSByKK6+8kjfeeKNW+aRJk7jyyitJS0urMf3CM888U2NUhssuu4z//e9/sfUzzjiDzz//nNtvv50nn3yy1nH33h+iIz3Em17jYNx99938/e9/j63PnTuXQYMGEQ7vv2/f5/MxaNAgrrrqKq6++mo8nvjDxI0dO5Zx48bVKn/55Ze57rrr9vka69evp3379vusU2XMmDFMmDChXnXXrl3LwIED2bVr/wnB+7JhwwbatKl5Q1pd7/df//pXbHqXvdWVhGEYRux7Dw37t696vb21bds2Nu1Wdddddx0TJ06sVT59+nSGDRsWW//d737Ho48+esjxQvTf8d4jo4iINFWatuMoZRgGps+JlWFgZUDSCVmxC3zLHyG0K0B4R4DQLj/hHQHCRfHnzxWRo4thGpheE8PrwPTUfja9jmgihNuMlnsc0eSHyrKDuUNLRERE5HhjGEb0OsnjwJnhjlvHtmys8giRwiDhghCRohDh/CCR/KDaT3LEma5q1/TuqsTnvRIZnCa4qhIgTAxHVSLEXuuOmnVwGtFtaiuIiMghME2THj16NNrrDxo0KG7yxKxZszjhhBNqJE5U1a9u8ODBNZInZs+eTSQSOaCRJ4qKiuLUPDj5+fk11vv3788777zDDTfcsN8fqcvLy/n888/5/PPPeeihh/j444/p3LnzYYvtQE2ePJnVq1fXK4Y777zzkBMn4MBGiow3slOVxMTEuOW2bVNaWhpLrGjIv31DORZjFhE5Fih54hhkeh14WvvwtN5zUWD5I4S2+wltq3zs8GMFNRS1SEMyDDATHJg+B0aCEzMhmvxgJlQ+vA6MBAem14wtN9SIDyIiIiJSk2EaOJKcOJKcuFvV3GaHLcIFIcK7A4R3BgjtDhDeFcAKqA0l9WMYYCZHv19mohPT58BMdOLwVbUBqrUJPEqCFhER2Z+6pkeYNWtWraSO1NTUWmV7719aWsqsWbNYvHhxrWPG2x8gLS2N3bt3H2joccUbYeKCCy5g3bp1vP3223z88cd88803taYq2dvq1au59NJLWbhwYaONnrJjxw7OPPNMvv76a1q1alVnvV27dvHpp5/G3XbNNddw++2307lzZ9LT02PlQ4cOPeQpI8rLy+vcVlYWfyo7wzBISkqKrTf0374hHM4puhp76h4RkaOJkieOE6bXgaddIp520UxK27IJ5wUJbakguLmC4NYKrAr9ByiyP4ZBzc7PRAemr3LdV9kBWrlueEwlQoiIiIgcgwyniSvbgyvbA92jZbZtEykKEdoeILS9gtD2aEKFbWnqj6bK4XPgSHPjSHXhSHPhSHHhSHHiSHFF2wNKiBARETls+vTpQ1JSEqWlpTXKlyxZUusH+QEDBtRKJDjppJNITEys8WP5//t//y/uj8Lx9gdo3rx53B/Qp0yZQkJCwgG9n2bNmsUt9/l8XHvttVx77bVANMlj7dq1rFu3jgULFjBx4kQ2bNhQY58lS5bw9ddfM2TIkAOK4WCcdNJJWJbFokWLapRv2LCBs846iy+//JKsrKy4+86fPz/uiBHDhw/nlVdeibvPjh07DjnmlStX1rlt1apVccszMzNjU3bAkfnbH27NmzePW37XXXdxySWXHJEYRESOR0qeOE4ZphHrDPSdmBbtCMwPRhMpNlUQ3Fyuu6qkyTGc0bsPzWQXjqq7xJL2PJuJlXeGqRNUREREpMkxDANnmhtnmpuEbskA2CGL0HY/wcqk9NB2P3ZEyRTHG0eSE2eWG2emB2eGG0eGG2eaC9Pr2P/OIiIiclg4HA5OPfVUpk6dWqPcsiw+/vjjGmXxRqlwOp3079+f6dOnx8o++OCDuK9V1ygXgwcP5ocffqhVXlxczJlnnrnf91AlHA7jdNbvp5ekpCT69OlDnz59uOiiixgzZgwdO3asVW/hwoW1kieq//hf3aGMIpCSksJrr73GwIEDayVxLF++nFGjRjFt2jRSUlJq7ZuXlxf3mH379o1bvnz58n0mPtTXxx9/zOOPPx7386jrO3DKKafUWG+Mv/2hGjx4cNzy1atX17ktHtu2D2iaFBGR413jjPMkR5xhGDgzPfj6pJF2fi7ZN3Ug86rWJA/OwtPWF50nVeQYZ5gGzjQXnrY+fL1TSR6cRdp5uWRe2ZqcmzqQ88uOZI1pR8YlLUk9sxlJAzPx9UrF0z4RV7YHh8+pxAkRERERiTFcJu7WPpIGZJJxWStybulA+sUtSTw5PTpqhRxTDNPAleMh4YQUUoZlx/6m2de3J/0nLUkenEXCCSm4m3uVOCEiItII6kpqsG27XvX2Lt97v/3t/5Of/CRu+a9//WtWr14dd1v115o9ezY33nhj3OM8/PDDvPPOOwQCgX0eZ++RN6rEm5qi+rQT1a1du3afr7E/ubm5fPbZZ2RmZtba9v3333PhhRfi9/vrHc/MmTNrJXQUFxczZsyYQ4qzyvr16/n73/9eq3zNmjU8/vjjcfc566yzaqw35N++ofTr148WLVrUKv/oo4949tln97v/li1bePTRR+nSpQubNm1qiBBFRI5JGnmiiYp2Gnlx5XhJPDkdOxy9oyqwsZzgxgrCO/3UcW0p0qgMg+iwuenRu8EcaW4caa7onWFJSn4QERERkYZjOE08bXx42vgAsMrDBDaUE1hfRnCDRvc7mhgOA2eWB1czD64cD84cL84Mt24cEBEROYrVldRQXdUIFfHU5277fe0/atQoTj31VObMmVOjfPPmzfTo0YNLL72UESNG0KpVK1wuF4WFhaxdu5aFCxcybdo0du7cCcDQoUNrHXvGjBnce++9+Hw+hgwZwsknn0zXrl3JysrC5/NRXFzM4sWLeeqpp+LG1rJly1plbdu2jVv36aefJjs7m549e8amnPB6vbVGW9iXrl278tFHHzFy5MhaiRszZ87kpz/9Ke+++26NURZ69+4d91jz5s3jrLPO4sYbbyQnJ4dly5bx2GOP8eOPP9Y7nv257777+OGHH7j88stJSkpi3rx5PPLIIxQXF9eqm5CQwHXXXVejrCH/9g3FNE3+9Kc/8ctf/rLWtltvvZXnnnuO0aNH0759ezIyMigpKWH79u0sXryYb775hgULFhyxWEVEjiVKnhAg2gnobuXD3coHp4Hlj1RO8VFOcGM54cJQY4coTYzpdeDMqEySSHfjSHdFn1Nc6vAUERERkaOC6XOS0D2FhO4p2JZNaGsFgXXlBH4sVRvqCDJMA2eWO3qDQDMPzmZKlBARETkWDRgwANM09zmFQJ8+fUhMTIy7beDAgYe0P8ALL7zA4MGDa/3oHgqFeP3113n99df38y72rby8nMmTJzN58uR67+NyuTj77LNrlZ966qkYhlFrhI2ioiJ+85vf1Chr27Yt69evP6BYBwwYwBtvvMFFF11Ua+SIjz76iDFjxvDf//4Xw4hec7Vr144BAwYwe/bsWseaNm0a06ZNq1WenJxMSUnJAcW1t6rP4NVXX+XVV1/db/0HHniA9PT0WuUN/bdvCDfeeCPvvPMOX3zxRa1tCxcuZOHChUc+KBGRY5ym7ZC4TK8Db6ckUobnkDWmHdnXtyf1rGYkdEvGkaScGzk8DIPoNBvtE0k8OZ3UM3LI+Gmr6BQbN3cg46etST2jGYknp+PtkIQzXR2gIiIiInJ0MkwDdysfyadnkXltW7J+1pbk0zJxNfc2dmjHFcM0cGV7SOiRQsrwnOgUfbd2IPOqNqSMzCGhZyqubI/aDSIiIseglJQUevXqtc86+xqdIiUlhZ49ex70/gC9evXi3XffjfvjemMZN24cOTk5tcpbtmzJueee26Cvff755/Pcc8/F3fbqq69y22231Sh77LHHcLvd9Tr23XffTd++fQ85xnvuuYesrKx61R01ahS/+93v4m47Gv/2++N0Ovnf//7HkCFDGjsUEZHjhn4Fl3pxJFW7o8q2iRSHCW0uj45OsbmCSGm4sUOUo5RhgJnsxJkanV7Dke7CWTnVhkaREBEREZHjkWEYODPcODMySOyXQaQsTODHMgJrSwluqsC2NEdifRgOA2e2B1e2J/qc48GZ6cZw6j4QERGR49WgQYNYtGjRPrfvy+DBg1m8ePFB7w8wYsQIFi1axO23386HH364z5EsqnM4HAwfPpxf/epXtba1atUq7igR+5KcnMxf/vIXfv3rX9dZ55lnnmH48OGsXbu23sc9UNdffz1bt27lz3/+c9zXT09P58EHHwSio1W8/vrr/OxnP6OsrCzu8QzD4Pe//z3jx49nxIgRhxxf165dmTp1KldccQUrVqyos94VV1zBhAkTcDgcddZpiL99Q0tJSWHatGn87W9/45FHHqGgoKDe+3bq1Imrr76aZs2aNWCEIiLHFiVPyAEzDANnqgtnaioJPVIBiBSHCG7zE9paQWirn9DuQCNHKUeKYYCZ5MSR5MRMduFIceJIceFIdeFIdipBQkRERESaPEeiE1+vVHy9UrGCFsH1ZdFkivVlWIH6dcge7xxJTpxZHpzZblyZ0WQJR5oLw1RbQkREpCkZNGgQTz/9dJ3bTzvttAbdv0rr1q157733WLNmDW+++SazZs1i+fLl5OfnU1pais/nIz09nU6dOtGjRw+GDBnC8OHDyczMjHu8F198kfHjxzNjxgzmzZvH4sWLWbduHTt27KCsrAzDMEhMTKRFixb06NGDkSNHctlll9V5vOpxzp8/nxdeeIEPP/yQZcuWUVhYSCh0eKeQu//++9m2bRvPPPNMrW3jx48nPT09NqLDxRdfzPLly3nssceYPHky69evx+Fw0KJFC4YMGcKNN95I//79D2t8vXv3Zv78+bz00ku8+eabrFy5koKCAnJychg4cCA33HADZ511Vr2Odbj/9keCw+Hgvvvu49e//jVvvfVW7Hu2c+dOCgoKcDgcpKSk0Lp1a7p3707//v0ZMWIEPXr0aLSYRUSOVoZ9IKmOh8n48eMJhUK4XC7uu+++I/3yxwzLsli2bBkAJ5xwAqZ57NxdYwUtwjv9hLYHCG33E9rh1+gURxPbpsLvByDB641mQFRjmAZmggMzwcTwOjC9DkyfAzPRGS1PdOBIdGImRdfVoSlVjuXzlhzd9N2ShmBZFuPHjycSiei6VI64ptwm0jl9DztiE9paQWB9OYH1ZYTzg40dUoNz+Bw4Mj04013RZIlMN85MN6an7jsARUDnDhE5cDpv1E9Tvi6VY8vYsWMZN25crfKXX36Z66677sgHJCIixyWNPCENwnSbuFv5cLfyxcqs8jCh3UHCuwKEdwUI7QoQKQxpyNpDZDgMDJeJ4TSij9iyCa7os+GqLHftKS/cvhnbCbmdWmB6ogkShsfE9JgaBldERERE5AgwHAbu1j7crX0kn55FpChEYEMZwU3R6REtf6SxQzwo0an7XJVTl7hwprtxZLhxZrgxvUqSEBEREREREZGjk5In5IgxfU48bZx42uxJqLAjNpHiEOG8IOH8IJGCIJGiEOHCEFbFsdlRWF+G04iO6OA1MTyOaNJC7Dn6MF0mhrvaw1U9EaIySeIgRn2wLIuwawsA7rY+Zd6LiIiIiBwFHKkufL3T8PVOw7ZswnlBgpvLCW3zE9ruJ1JydI3m5/A5cKS5caS5cKa5cKS7caZHp/BTQraIiIiIiIiIHGuUPCGNynAYONPdONPdtbZZQYtIUQirJEykJESkJEykJIxVFsYqj2CVh4+a+YFNd9X0FmbldBeVIzlUPpsJZnTdW7VNozuIiIiIiEjdDNPAle3Ble2Bk6JlkdIwoR1+wrsDhPODhPOCRAoabjQ/02PiSHZiJrlwpDhxpEYTIxwp0WfTrTaNiIiIiIiIiBw/lDwhRy3TbWJmeyDbU2cdO2xFEykCFrY/+mxVRLDDFnbQwg7Z2KHoM5Yd7VSM2NhVORfVBm0wDKByJAfDaYBp1BjtITYKhLdydAh35egQHgeG48BHfxARERERETkQjiQnjqQk6JgUK7MtG6s8QqQkhFUaJlIajraJghZ20I4+RyxijR8j+jBjbR0Tw21gJjgxfZXJ3j4HZqJTyREiIiIiIiIi0qQoeUKOaYbTxJFiollzRURERESkKTJMozKpQs17EREREREREZFDodtIREREREREREREREREREREpElT8oSIiIiIiIiIiIiIiIgctcaOHYtt27Ue1113XWOHJiIixxElT4iIiIiIiIiIiIiIiIiIiEiTpuQJERERERERERERERERERERadKUPCEiIiIiIiIiIiIiIiIiIiJNmpInREREREREREREREREREREpElT8oSIiIiIiIiIiIiIiIiIiIg0ac7GDkDkcLAtGyIWdsQCy46uVz3bNtiAbWNXW47uWHWAPes2drXyWGGsnl1r3+orAAYY1RZNM7puGBimAQ4Tw2FiOE0wDQynieFyYDiUyyQiIiIiIgfHjlhY/jBWRRDbH8a2rMq2D2CA6XFieJzRZ68r2jYREREREREREZEYJU/IUcUKRrBK/VhlQayKUPRRHsTyh7GDYexAGCsYiS6HItjhyoSJiL3/gx/lDIeB4XZGEyk8TkxvZeem1xV9+FyYPnflI7qshAsRERERkabFtmzC+WWEd5QQLqwgkl9GOL8CqzxY/4OYBo4kD45UL44UL450H66sJByZiZhuR8MFLyIiIiIiIiJyFFPyhBxxVkWISGEF4cJyIoUV0UdJgEhpADsQbuzwGo0dsbErQlARqt8OBpgJLswkD44kT/Q5pbLzM9mLI8WD4VTHp4iIiIjIscy2bSL55QQ2FhDaWkRoezF2MHJoB7VsIsV+IsX+WpscqV5czZJxNU/B1TwFR7pPo1SIiIiIiIiISJOg5AlpMHZlh1x4dynhXaWEd5cRzivDqm9ygOybDVZ5CKs8RHhnadwqZqK78m6yhOhzagLOtASMZPcRDlZEREREROrLtmxCW4sIrM8juD6fSEngiL12pMhPpMiPf9UuAAy3A1fzFNwtUnG1SMWZnaRkChERERERERE5Lil5Qg4bKxghvLOE0PZiQjtKCO0oxg4c4h1RckissiBWWZDQ1uJa2xIJYvkclOb/iDPdhzPdhyMtATPRjWGoM1RERERE5EiybZvwjhL8a3YRWLP7qEk6t4MRghsLCG4sAMBwOXDlpuBumYqrZRrOzEQlU4iIiIiIiIjIcUHJE3LQrGCE0PYiQluKCG4pIry7FOzGjkrqx8asiGBWRPCXbwP2dHYaThNHWgKOtAScab5qywkYLk0DIiIiIiJyOEVK/PhX7sS/cmfcaTSONnZor2QKjxN3ixRcLdJwt0zVNB8iIiIiIiIicsxS8oTUm23ZhHeVEtxUQHBTAaGdpWApW+J4Y4et6BQru8vYe3BgM9GNszKZonqChZnkUQepiIiIiEg92eEIgR/z8K/YQXBLUWOHc0jsQJjAunwC6/KBaDKFKzcFd24KrtxUnFmJGA6zkaMUEREROToMGzaMmTNn1ipft24d7dq1O/IBHYdmzJjB8OHDa5WPGTOGCRMmHPmARETkmKLkCdknqzxIYFP0rqLgpkLsQLixQ5JGZJUFCZYFYe8OXoeBMyUBR5oXR2q1xIrUBIwEl6YBEREREZEmz7ajyej+5Tvwr9mFHTw+pzi0A2GC6/MJrq9MpnAYOLOTcDVPwdUsGWdWEmayR20EERERqZclS5Ywbdo0Zs6cyapVq8jLyyM/Px+Hw0FKSgodOnSgZ8+eDB8+nLPPPpuMjIzGDllERESOYUqekBpsyya8u5TghgICG/MJ79JUHFIPEZtwQTnhgvJamwy3A0dqdNqPWGJFajTJwvToFCQiIiIix7dIeZDAqp34V+yMe718vLMjNqHtJYS2l8TKTK8TZ1YSzqxEnJnRhyMtQSNUiIiISMzkyZN5+OGH447SUKWiooIdO3bw7bff8sILL+B2u7n00kt5+OGHadOmzRGMVkRERI4X+uVSsIIRQlsKCWzIJ7ihAKs82NghyXHEDkYI7yqNJuLsxUxwVSZTVI1U4cWR5sOR4sVwquNURERERI5NdihCYEM+/lU7CW4sUEL6Xix/mODmQoKbC/cUmgaOVC/ONB+O9GrJ1ylejWYnIiLShJSVlXHLLbfw3//+94D3DQaDvPbaa1x++eVKnhAREZGDouSJJipSVEFgQwHBjfmEthZhR9SbJ0eeVRHCqggR2lZcc4MBZqIHZ9U0ILGHN9p5qjvSREREROQoY4ctglsKCazZRWBdHnbIauyQji2WTaSggkhBBayruclwmTiSvZjJXhzJHhxJHsxkD45ED2aSG9PnVhtBRETkOJCXl8ewYcP44YcfGjsUERERaaKUPNFE2GGL0LYigpsKCGwoIFJY0dghidTNBqs0QLA0AJuLam4zwJHkqUykiN6J5kj1YqZEEytMt05rIiIiInJkWMFItI31426CGwqwQ5HGDum4ZIcswvnlkF/HtCcGmF4Xps+N6av2nLDXs9eF4XVhmBrFQkRE5GgTDAa55JJL9pk4MWzYMM4//3w6depEcnIy+fn5rFmzhhkzZjBt2jRCodARjFhERESOR/qV8Thl29G7doKbCghuLiS0pVCjS8jxwYZISYBISQAoqrXZ8Dijd6OlRO9KM5Mq70yrfNaQvyIiIiJysKLtrHKCGwqiba1txWCpndXo7D2j2pG3n7oGmB4nhteFmRBNqDATXBhe555lT+WyN1rPcDvUhhAREWlgDzzwAF9++WXcbS1atGDSpEkMGzYs7vY//OEPbNu2jSeffJLHHnusAaMUERGR452SJ44Ttm0TKfIT2lJIcGsRoS1F0Y4jkSbGDoQJB8KEd5fFr+AwcPjcmInR4X3NRHf0TrQEV+xutKoOU8Pt1F1pIiIiIk2YbdmE88oIbSsmtK2I0LZitbOOdTZY/jD4w/UfkdE0KhMuKpMqqpIvKpMrTI+zRtKF4XVG62gqERERkXrZvn07//rXv+Juy87OZtasWbRr126fx8jNzeXBBx/k+uuvJxgM1tgWCoVYunQp33//Pd9//z0//PADW7ZsYffu3VRUVGAYBikpKeTk5NC7d29OP/10rrrqKtLT0+v9HsrKynj22Wf53//+x6pVqygvL6dFixYMGjSIG2+8kcGDB9f7WAAzZsxg+PDhB7RPdWPGjGHChAk1ykpLS1m4cGHsc1i5ciVbtmyhsLAQv9+Px+MhOTmZ1q1bc+KJJzJq1CguvPBCXC7XPl9r7NixjBs3rlb5yy+/zHXXXUcgEGDChAm89dZbLFu2jN27d5Oens7JJ5/MmDFjuOKKK+r9vr755hteeOEFZs6cybZt20hOTqZjx4789Kc/5frrryc1NbXexxIREYlHyRPHKDtsEd5dSmh7MaHtJYS2qxNPpF4idrWRK/aj6q60ykQK0+OIJlS4nRhuB6bLgVH1cDswnCY4TQxndNlwmtEOU8dey0rIEBERETnq2OEI4YIKIgXlhHaWEN5VSnh3GXbYauzQpLFZdrS9XREiQv2nwDRcjhoJFjWSL6onXHiq1fEogVtERJqeJ554gvLy+NNzPfvss/tNnKiuQ4cOtcr+/Oc/8/DDD+9zv927d7N7926WLVvG66+/zm9/+1v+/Oc/8/vf/x6Hw7HPfWfPns0VV1zBxo0ba5SvXbuWtWvX8p///IebbrqpzgSRI+XMM89k9uzZdW4vLy+nvLycHTt2MG/ePF588UVyc3N57rnnuOCCCw7qNb/99luuvfZa1qxZU6N8586dfPrpp3z66ae89tprvPHGG3g8njqPE4lEuP3223n22Wex7T0jv/n9fnbt2sXs2bP55z//yX//+9+DilNERKSKkieOBWGL0PZiInnlhHeXRTvxCso1PKxIQ6t2V9phZRoYDhPDYUSTKRxViRVG3QkXzj2P6HplgoYr/jMux5466nwVERERAcCOWFhlQSLFfiJFFdHnwgrCBeVEiv2gJpYcRnYoQiQUgfokblcTS7pwO/eMYuF2VkvsdtRcdlcuVyV26/pfRESOMZ988knc8u7du3PJJZcc8vGr/9heX36/n/vuu4/169fz3HPP1Vlv3rx5nHXWWZSUlOzzeM8//zy7d+8mEokccCyHy8F8Dtu2bePCCy9k0qRJXH311Qe07+eff85tt91WZ2JMlffff5/f//73PP7443XW+dnPfsZrr722z+Ns2rSJc845hz/+8Y8HFKeIiEh1Sp44StgRi0hJAKvET6TYT7iwgnBeGUmbd2L4LYoSioBD7wDZVrSb7zcso3NOG3xuL4s2r6J7bge2F+9m4jcf0DG7Nd2at+Pz5bMxDLhz5DV8tep7yoJ+PA4nU5bPpk1Gc9pk5JLuS2FL4U6Wbf+RdG8yZ5wwgAv7DGNLwU4mL51Fib+MnSUFBCNB2qS3IDctk/yyImaunEfEtjixdTfaZbYgFAlR7C+nZWoO7y6aRiAUIj0xGZ/LS5ovie1FeZQGKrBtizRfMqkJyTgdTnJTs0hNSCI1IRmv081b86ewMW876YkpdMxuhcNwYAMLNy0nNSGZE1p0IDMxjf7tevLK7A+xsBnW+WS++XEJWUnpnHXCAHq06Mi2ot18tvQbNhXsoNRfRrI3kbJgBW6HizaZzcnypfH81/8j0eWlR8tO9GndlQv7DOXdBdP4avV8thXvJtHlpXlqNi3SsmmZlsPc9UtYu2sTGb5UfO4EcpIzcDmdtM3IpaiilKkr5lDqL6ddZkvcLheJngSyk9IIRyIs3rKagvJimqdkkpqQTJG/lBYpWZxxwgAWb17N9uLdtEjNpnlqFj1adOSrVQv4fuMyWmc0xx/0E7Ft1u7cSGmwggxfKhefOJztJXms37WFJE8inZu3oUN2K16d8wmlgQpapTejW/N2nNvrdOZtWEZ5oIKTWndj3oalNEvJJBAOUlRRhsvhIGJZnN65L7N/XIxl27gcTgrKizAMg015O5i1diHFFSVkJ6fTLbcDnXLa4HE4WZ+3lZ0lBbTJyGVHSR4nNO/AJX1H1vq+7iopYOaqeSzavIrmKVlcd9qF5JcV8Y8pE0lNSOKm0y9l8ZbVtMvMpUVaDt+sXUTLtGxObN0NgLAVYcbKeZiGweBOffl6zXws22ZY11Nwmg5K/GV8vWYBWUlptMnIZfrK7yjxl3Fq+170btVlv/+eVu3YwFer5+Nxuhna5WRaZzQHYNHmlUxZNptO2a25oM9QnOae7PQN+dtYsnk1J7ToQIesVnGPuWrHBvq26UaLtBy+Xr2A/879mF4tO/HLoVfUmmv5zXmfsWbXJq44ZRQds2sfD8BwmazatZHVuzZxSpfetGyeG+tY/WbFfAorShhx6ukkpSSzbvsmFq9dzkm9+tChQ0dMlwNcZuXzwSVkLF++nKVLl9K/f3/atGmzz7qLFi1izZo1DBo0iObNm9f7NRqCZVlMmTKFcDjM2Wefvd8hCg/Vt99+y7Zt2xgxYgRpaWkN+loiIiLHonnz5rFhwwaGDh1KVlZWrNy2bT6f8jkVpWWccdpQXGEDqyIUTZIoDxIoKmfq7JmEyvyE/UHSE1IY2LFP7LorxZvI12sX0D23AxefOAKAUCTMjJXf4Xa6GdK5b+wabOX29azeuRGvy0MgHOS0jn1I96XEYrFsi+krv2PRplX0atmJ/u168db8KZQH/KQnprB8248s2rwSl8PFv664h02FOyjxl5Ho8bG9aBf5ZSV8tXoe5UE/boebcCRMWdhPRcCP1+XGtm2CkTDtMluQk5zB7tJCgpEQq3ZsIBgJ4cTEMExsbLKS0nA5nXicbnxuL4FQCK/LjWEaJHt8rN+9jYqwn5ZpOXTIbMWqnRvIKy2kbWYu2cnpOEwHizevYltxHu0zW5KZmAIY5KZmURqoIGJF2Fy4g5ZpOSR5fPhcXpZtX4vX6aFHi074wwEu63sGbTNbELYivPjVO8xcNY+uzdqyrTiPiqCf3501ht6tulBYXspfP3meYn8pA9v3we10keJN5PtNK1i3azPn9BzExSeN4P2FM/h27SKapWRQHvITCIXontuebs07UFhRzOLNq0hLSCEnJYPC8mKKKko5t9fp/LhrE/+bP5XBnU/i2gEXYNs2X69ZQEUowLAupzB73WI+XDST8oCfkmA5rdKb0TI1Bwyb9lktGdH1VLwud43v44KNK1i6dQ2rd26iW/N2XNX/HL5c/T2T5nxCh+xW9MjtSOdmbejarB3Ltv3IF8tns6u0gHYZLWiWkkn/dj3JSckAYP7G5Wwv2s1pHU8kr6yQ5dvW0adVF1pnNI9+F1fNw2k66NumG7PWLCS/vJj1eVsZ2L4XI7sPiMX01ZoFlAXKSUxIpCziZ2ivU0lOTmbW6gWUBMsZecpgfEmJsYTrgB1m6ndfkZiYxIjTh0aTuitH05v/wyI2bt3M0NOHkJWTvSfZ26x8Ngx27drFl19+Sbt27Tj55JMB+PHHH3nppZdo164dv/jFLwgGg3z22WckJiYycuTIWu2ZA5WXl8fChQsJhUL06tWLRx55hEAgwN13343P56vXMTZu3MjcuXPp0aMH3bt332ddy7KYPHky8+bN46STTuLcc8+tdfexbdt8/vnn+P1+Ro0ahdvtruNoIiISz65du1i0aFHcbT/96U+PcDS1Pf/885x//vlxR16oqKjg6quv3m/iRJV33nnnkP8vbCw33HADI0eOpFmzZvXe59VXX6133SeffJLf/OY3tG3btta2F198cb+JE1XKy8v505/+VO/XFRER2ZthH0y64SEaP348oVAIl8vFH/7whyP98keMbdnYwTC2P4wVCGP7Q1j+MFZ5EKssGH0uD2KVRtf3vs3JtqMZrgBer5dDva7alL+da176I8X+MkzDxGmaBCNhTAysw3SL1Tk9BzF9xXf4w8H9Vz4K3X3WGJ6e8QZlQf8B7ZeTnM7OkoIGiqr+DMM4qAzieNJ9KRSUFwPgcboIhONPC5OWkExhRf0aCPvykz7DGHvBLbH1nSX5XPXiveSXFcXKMnwp5FfGBNF0IhswMEhLSKKgMo77zrmen558Jr9+8x/MXPU9AM1TMtlenAfA0C4nM/6i27nmpT+ybvcWALxOd43v7bgLbuXCPkPrjPebtYu44/W/EbGjwzh7XR4mXvcXVmxfxwMfPhurN6B9L54ZHc12Xrl9PddNfAB/KIDb4eK5a/7Eia27xup+u3YRd7zxd8JWhCSPjxsHX8xjUyfFtvdu2ZmJP/+/2Prv3n6MqSvmAGAaJq/d8BBdmtVuYHy9ZgF3vfkIYStCsjeRV37xV9pm5PLU9Dd4cda7AHRv3p67zxrDra8+SCAcwut08+K1D9CjRcf4H4Cj2mgXTgeGywSnA0yDguJCbAdk5eTw7fL53PL3ewhHIiT5Ennz0X/TqV2HPZ2v1aYy+Xj6Z/z6z/dgWRaZGZl8+Po7tMjNBdOIjtZR+YxRuWxUrdMgDc/bb7+d9957D4CRI0fWmifycHrhhRf4y1/+AkD79u35+OOPSU5ObrDXOxZZlsWKFSsA6NatG6apOcTl0FmWxcMPP0wkEsHlcnHfffc1dkjShDSVNlE88c7pdsTCDkWwQ1XPlY9gGDsQ4a2P3+O+x/8KQPOMbN6870nSXUlYgRBj33iCd7+fCkD/dj15dvQfa1wb3P763/h6zYIaMYw64TS+WDGHsFXzzr8Lep3OuAt/ya2vjmfOuiUAXHTicB44/2a+XP09v3nz0dj1H0Buahav3fAwqQlJAPzp/af4eMlXse17X2M2NQ7T5L+/eJAHP/k3P2xdE7fOM1f/kTve+BuhyL5He8vwpZJfXrTPOvUxqsdppHiTePP7KQC0yWjOxvzt+9ynd6vO/PvasbGk6DfnTeGhyS/VqNO9eXuWb19Xo8xpOrh24Pm8POv9Wi3uNF8yr17/EDNWzePvn00AICsxjSJ/KaFIGJ/by8Tr/o9/Tp3ErLULAUh0J1AWrDltyO3Dr+QXgy7ikSkTmTT30xrbOue0oX+7nkyaG72bt2eLjrw0Zhwuh5OIZXHjK39hwabov8UrTjmbP4z6OQDvLZzOuI+id9g2T8lk0vUPkZGYUuPY+RXFXPX8H9hZko9hGPzl0l/Ru103Lvl/dxCp/HfVv3NvLNtm3prov6Urh5zPn66+PXr9XnU9b1D5bGCYEJ07MfocS9iurLMtbweX3nsjBSVFmIZJWnIK+cWFAKSnpPHtyx9R1XFixI5b7RmDH7es56e/uZ7S8jJcTifP/+WfDD5lQHR7nLbG3Q/+iXcnfxh73+edOYon//4YmJUJ5Q6Dex/4E6+99QYAgwYNYtJ/J+Fw7nt4dxE5MtSOrJ+HH36YUCiEw+Hg4osvPuD9s7OzycnJOejXnzNnDgMGDIi77ZNPPuGcc8456GNXuffee3nzzTfp168fJ554IllZWaSlpZGeno7T6aS8vJxNmzYxffp03nzzTSyr5rRtp59+Ol9++WWt4z7yyCPcfffdcV9z6NCh3HjjjeTm5rJmzRoef/xxli1bVmeM69atqzE9SVFREUuWLNnn+3rvvfd49NFHa5U7HA7eeecdLrzwwlrvo6SkhH79+tGjRw/S0tJij6rXXLt2Le+++y5ff/11rePef//9sf6r6saOHcu4cePqjHPUqFH8/Oc/Jz09nQ8//JAnnngibr2HHnqoVtvI7/fTqlUr8vLyatVPSkrirrvuYvDgwQSDQT755BOef/75Okf3GDNmTIP274mIyPGhUUeesCxrnxcMRzOzOIR7QxmGZUPExojseTbCVnQ5fPjyUqqSKA7F1GVzKPaXAdE7ooKR6EXg4UqcAI7pxAmAt7//4oATJ4CjInECDm7otboUVEtSqCtxAjgsiRMAU1fM5Z4zroutf7ni+xqJE0CNxAnYk25kY8cSJwA+WDiToR36xhIngFjiBMDMVd/z1cr5scQJoNb39oNFMzizy6l1xvvhopk1Os79oQCfLfmGBZtX1qg3e90SduTvJiUhiU+XzMIfig7ZG4yE+HjxV3TN2pPs8NHiL2Md+KWBcv47++Max1qyZQ0VFXu+n1+u3vP+LNvi7XlfcNeI0bVi/WjRnuOW+Mv44ofZXN3vHD5YNDNWZ/n2dbz+3Wexv7U/HOSTxV/RIb1lnZ9BXar+YynatpF3J79PuLLBUlpexgeT3ubaU8+Pu9+b706KNU7z8vP44B8TuLB33QksNRjEOkRto+b6nuW96lTft8axDMKRMO+/936saOrUqSz+10ek+pLj7mdX27dWXLWWjRrx2MBrL0yMVVu3bh0f/2Mip3Y9MdbRa+8Vf1Xnrh3r5I2+tm1Sbdmo1glceYy9OpCj9avtb1Bje1Wcdo31vT7TqvfhNKOvdQRUdX6JiBwPjso2UciKtmVsG2wwKp+xibZ/LBusPctVbSIsMCKV+1a1kayq52r1IzaJlfttnr698rX2HdLb77wdW96ev4sZ02dwRrfotdqHC2bEts1d/wMbd20jJzl6R39BeXGtxAmAGavm1UqcAPh8+RxuGHhJLHECotdovx85hg8Xflnj+g+iI/t9u3oRQzufTMSy+PSHmp3Mx3Lb6HCIWBbvL5hRZ+IEwFPTX99v4gRwWBInAKZXjkxXZX+JEwCLN69m9dYNtMtsAcD7C2fUqrN34gRER8L7cNGXcb/eheUlTF8+lw+rJdvsLiuMLZcH/by3YHoscQKolTgB8M78aVzVdxQfLK79g87qnRvZXrQ7tv7D1rWs3LKOjtmt2VSwPZY4AfDh4pncOfQqAD6o9v62F+cxa9WC2L+3Kl8tn8/Oknwg2g59b+4X/Lh5QyxxAmDu6sU19nn/28+5o99lcT6N+pmyeCYFJdHvgWVbscQJgILiQuZ/OJN2mftuv7w/5yNKy6P9IqFwmLcmvU7XvKS4dSOWxXvVEicAPv58Mr+bcAke557RJd5+53+x5VmzZrFg/P9olpoZvR43iV63V7s2r7lMLFEjtuwwsB3VyhyV+1Q9V9aruUzNdkH163rA9iqZQ0TtyLpV9cVUVFTQs2fPA97/gQceYOzYsQf9+rt27apzW25u7kEft7q//vWvPPTQQ/utd9NNN5GRkcHTTz9do/ybb76htLSUpKSa/2c888wzcY9z2WWX8eabb8YSekeMGMHo0aM5/fTTWbCg9rVpPKmpqQwePLjO7V9//TVPPfVU3G1PP/10rcQJgBkzZtQaQSmeu+66i169erF06dIa5Z999lnc5Il9ueWWW2p8TmeeeSaJiYk8/PDDterOnTu3Vtmbb74ZN3HC7XYzY8aM2OhXAOeffz6DBw9m9Oja/aMiIiL1pWk7DpKV4sLfMxUsoh2DVZ2C4WhnYSyJImRjhKzYwwxaGEELIxDBCB3ZQT9apzf8EPjpvhS2Fe/ef8WjVJv05qzL27L/insxDQPryA/i0qCqRnXYfz0D+zAk4GQlpdVYj/d93dfIGtXjbZPRHJ87gazEtFgHpMMwY53dWYlptM9sicvhrLOjtk36vhtnbeLE1yajOfnlRSzYvKdBnupNxOdJiLtP273W937PbdJz2VWtA9Xn9tTYnuFLZUfJnsZD15z4U2Ls/bptKqcXaZ3RjJ2l0Q5Pr9NN5+zWTFn+bY3XPyQmtM7a6z22bEkk1bWnI7ByNAnbgJatW8GPC2N1c09oR7B9Uo0f+GMdjdUTAKr/sL/Xj/t29fUqsUQEo8a6vdf2Zjk5bN+5A4D01DQcJ7egoq47yOLlDFR1VO69fe+YDGjRsQ2rt20AwOl0kjGgExWt0mrHuXfsIiIiDcFlYlebreqgr/Sqki6qEiyqtZ1iiefVEyzCtZPRjcr2VaucXOZX/tBrGgat0vcMF9y62jV8qjeJVO+eTu0kj6/W6GUAGYmpbC2q3VGfnZxBijeRVG8SRf7S2PEh/vWfwzBplRa909JhmrRIzWZz4c6D/cSOS52yWuN1eWJJxHvr3bIzP2xbu9/jHK52R4YvhWRvIqt2Vl57mY64iTTVJboTyEhMja23yWjOsu0/1qhT1ygjualZ7CqNn2zfOr05bdKbsWJHNPFi7/ZOx6xWNUYEjKdlevT71ya9GUu31YzJ7XTRKr1ZLLHD5/KSlZQORNvuSZ4ESgMVlfvvufZvnd48lhRuGgat02sPz90qPafG36RNei4ds1rXqJPi9WHbUBIor6xTzz6JeInRQOvs5ntV2/P6hmGQk52D5XHsdZya1/ytW9RMrmjdoiWRNHecZGPANGiR2YwteTti9ZulZ2F0TCdYrW3SqlkL1m3dGH3PScl4Tm5JRYK3ZlJDVeKzY692TfVkCmNPMoSISFNSVFR3guTeyQoHqyph4Mcff+Sdd95h1qxZrFixgp07d1JaWkowuO+E10gkwqJFixg0aFCsbM2aNfz444+16jocDh5//PFao6QmJiby97//nTPPPPOQ38/SpUu58MIL495wOXbsWG666aa4+1V9DnPmzOG9995j/vz5rFq1ioKCAkpLS+scsaHKggULsG273iPAZmRk8Mgjj9QqHz16dNzkiQ0bNtQqmzJlStxjX3/99TUSJ6pcffXVPPPMM3FHzhAREamPRk2eME2TE044oTFDaFR2KIJVHiRSGsQq8RMp9mOVBIiU+IkUVmD5w4d12o6RPU7l3opfMG3ld3Rt1pbUhCTmrl9Kr5admLvuB5Zt+xGXw0lOcjqbC3ZiGAaDOp3Imp2b8IcCBEJBSoMVmIZJsseHx+WmxF+GPxTANE3aZ7XihWvu54PFM3hz3ucUVZQSDIewsUl0eUnzJZNfXkJxZSdkgtNNVnI6YStC2IpgGiY7KkcHMACH6cBhmISsMLZtx6ZncDmcmKZBojuBRE8C2YkZVIQrWLF9A1blj+MuhxOX6SQUCRGq7AhLcHnISEylXWYL5m1YimXZ5KSkk19WjNvh4pxeg/n1yKt5d8E0/jvnE/LKCrFsGwOwIhamw0FmYirBcCj2g7zH4aJ9dkvuOuMa/vHZBH7cvRXLtjAAl8OFz+0lzZfC5oLthK0IBgYO08TlcOJxuEjzJVPsL4t15poY0fdtmnjdHsKRCGWBCmyicTgMBzY2bqeLni06sj5vK2VBPwkuD63Tm9GleTu+WvU9u8uKcJoODAzCVphgZYKAaRjkpmYTioQprijF6XDSMi2HDF8y8zYuJ2JZeF1uWqc34/pBF/PFijmUBSro26Y78zYsJTUhiYhlkV9WhGEYeJxuzu91OlOWz6YiGMBhGuSXlWDZEbYV7Y6NdALgc3tpnpKFaRrsKikkGA7idXkIRcI0S8nkudF/JCHBG6t/aqdejLvgVv7z7YdsKdpJsieRe0b9nDk/LuG9RdNxmCbn9xrCpoIddMhqSc8Wnfhw8UxapuXw6zNGk+Tx8fTo+3hqxhuYhsnFJw7n3YXTsWyL24ZdQeecNjx62W94/bvPyEpKo1NOG95fNIPyQAWndTyR3555DQnuPfHs7YYhl+C3QkxdPgen6eDik0bwk77DOavnQPyREHPWLSEnOYO/XHgryYmJAFxyykiKgqXMWfcDJ7bqwtUDz8U0zBrHDFlhlm77kSGdT+LyU87mhv+MY+nWtSR5fLw0ZlyNz+ilMQ9w++t/I6+siHN6DOLSfvEbXzcOvZQQEZZvW8fQLidzZs+BADx8yZ089sV/KfKXMmbYxZza9USMJA/z1i6hX7c+/Oyi0ZhuJzgrp+hwRafniE7XUTVlhwkuR3R+ZJeJbRqsWrsaHAbdunfnHmsojkdyWLx4MSNGjODaG26o8zP960Unk/RwM1atWsWFF17IJVdeWWfdI+H1N9/g4YcfJhwOc/fddzfo/1dPPvM0Dz74IFu3buXaa6/lrLPPbrDXOlZpuFVpCHsPxSrSGJpim+hgzul/v6wvqQ8+yPr167n8p5czctR52IEwlj/Ev/s/z9+f/H/4K/zcdskYmrXsiFUeik2T+PToP/L0jDcp8ZdhAM1Ts7hjxFW8MW8KS7eupTxYwaaCHeQkZ/DkVX8gLTmFp0ffx7Mz38LjcnPH8KtISPByy/CfEibC0m0/EolE8LrcXHLSSHq26RyL88mr72X8J/9mza5NdMhqxRnd+jNx9ocEwkEchoOCihLCldfmQzr1xefxkldWhMvhYldJPrtK8imsKK3X5+jAxDrAcQSNyl+QDYMayd9uh4tgJBSr43Y6sSybkLUn0djExDCiyQY20bvyLdvCNA3cjmi2jT8UwMAg0ZOAy+nigt5DuLTfGfRp25UbX/kLRRWlOAwjmtRsGJzWoQ93j7qO5mnZPDn9dSJWhNSEJFISknA7nKzP20rYitAsJZM/n38zD3/6EluLduE0HVi2hW3bZCSmckJuB3aWFLApfztup4sMXwpF/lLCVoSR3U5l3oalrM/bRqYvhf9ePx5/KMDj0yZRHgxw/aCf8MS01/lh6xrCVgTbBqfDQZI7AdN00CajOXeMuIpm6Zmxz+K+c2/A5/Ey+8clFFaUkJ2UzlNX/YF7332C5dvX4XI46ZLThpPaduf6QRfxxLTXmLJsNoFwkERPAq3Tm3N+r9M5vWtfTmzblUSvj+3Fu7n4pBGs2rGBJVvWcFqH3lx88ghOaNmBp2e+hdPhYGCH3kxdPod1eVspD/rpkNWSx6/4PV6Xm0cu+w3/nPoq+WVFuJxOsOGaU8+lY3ZrHpv6X4r9ZfzitItonp2D4XKQ6EzlmZvH8fwXb+Lz+vjtZTeQ2iwXw2lyf/d78L2RxsYdW7lk5HmcNuys6FR7DhPDYYDDZJjZm0fae3j3sw9p17ot99z+WxITE9mYXsHbH75Lamoqzz32FGUV5fzruSfx+RK59+57aNmq1Z7pMaonC1QmLezrx5hW1jDWNg8wY8YMTjzxRAYPHsy9995LJBJh3LhxdL1w1H7/DVzLUILd05g2bRq9e/fmd7/7HU5n3V1jrw14i/vuu48VK1bQuXNnxo8fT8dOnWrUeaX3qzz00EP4/f7onbp9+uw3DhE5MtSOrJ8PPvhgvz+aN6TU1NQ6t5WW1u+6aH9KS0v59a9/zcsvv3zQ7cDdu2veMDhv3ry49U455RRatGgRd9uIESNITk6mpOTgR/LdtGkTo0aNoqCgdnLmzTffzAMPPFDnvqtWreLGG2+MOwVJfYRCIYqLi/f5N6vu/PPPJ7GyX7S61q1bx6kdP5Gmrs853sga1bcpeUJERA6WYR/Ocf7rqfr8vppbOj7btomUBVg9fylmWZjchAzCeWVE8sqwI8fXCAfSGOzY9A/RH+N1Z8tRzTRiiQqGw8RwOioTGswaSQyGs1qCg3OvZIc6HjiMemeL10f1ocdPOOEEdUzIYaPvljQEy7IYP348kUhE16VyxDXlNtGRPqfbYQurLECkNECkJLAnYb2ogkiRH6ui7inqRI4apoHpcWK4HZheF4bbgeF2YrodGJXlsXW3M3q976527e+uTIA+QtOsNQRdD4rIgdJ5o36qrksdDgcXX3zxAe+fnZ1NTk7OQb/+nDlzGDBgQNxtn3zyCeecc85BHxuiP/gPGTKE2bNnH9JxJk6cyLXXXhtbf/zxx/n1r39dq961117LxIkT6zxO3759407dsW7dOtq1a7fPGAoKChg8eHDcaf8uvvhi3nrrrTqn5Vi7di0DBw7c5zQp9bFhwwbatKk5+u3YsWMZN25crbr/+Mc/+N3vflerPBQK4Xa7a5W3bduW9evX1yhLT0+nsLCwVt0ff/yR9u3bx43xgw8+4Cc/+Umt8jFjxjBhwoS4+4iIiFTRtB1HKcMwMH1uIhkeIhkekk7oiGma2BGLSGEFoV2lhHeUENpeTLig/BDG0hWRA2Ya0U7JGokI1ZIaaiQ0mHvu0nKa0e2V6ziMasvV6lQlS1SVH8MdnCIiIiKNzXCaOFITcKQmxN1uBcNECioI55cTzi8jkl9GaFcZdiD+9G4ih8JwOTC9TgyPM/rsdUWTIjzOymfXnu3VynGahzXpWUREZG+madKjR48j/rodOnSoc6re2bNnH3LyxOOPP37IiRNQe+TCukaP8Pl8+zxOvJEY6qOiooILLrggbuLE6aefzquvvlpn4gTAnXfeeciJE3BgIzimp6fHLd/XqE97O5jP+WA/YxEREVDyxDHHcJg4MxNxZiZCt+i8o1YgTKgykSK0pZDQzlKwlE0hUh+G24GZ4ML0uaPPCa7onVxe555ntxPD64zdyYVDHZciIiIixwvT7cRsloyrWXKszLZtrGI/oV2l0bbWtmLCu0uVtC57mAam14npcWEkRNsOpqdaMoS3Mgmisk5VQoTh0F3PIiIi1WVnZ9OnTx8WLlxYa9vbb78dd0SDA1HXKBADBgzg/vvv5+STTyY7Ozs2MskDDzzAX/7yl/0eNzk5OW55eXn5PvcrKyvb5/Z4IpEIV111FbNmzaq1rWfPnnzwwQd4vXVPP7xr1y4+/fTTuNuuueYabr/9djp37lwj2WHo0KEHPb1HlbqSOQ6kXzU5OTnuyBP7+pwP5jMWERGpouSJ44DpceJpk46nTTrQFisYiSVSBDcXEt6tiwVpmswEF2aSB0eSBzPZgyPRjZnkwfS5o8s+d3TqChERERGRagzDiI1W4e2UDURHqIi2s4oIbiwgnL/vjnE5dhgOozLZwYWZ4Nyz7K0cCaIyOSI6WoQLw+uKjjynhGoREZHD4txzz42bPLFs2TLefffdg5pOBCAQCPDDDz/UKk9JSWHKlClxEyB27NhRr2PXNVXJypUr69zHsizWrFlTr+NX98tf/pL333+/Vnnr1q2ZPHkyaWlp+9x//vz5cUeMGD58OK+88krcfer7OTS0nJycuMkTK1eurHPajlWrVjVwVCIicjxT8sRxyHQ7qiVTgFUeJLi5kOCmAoKbCjWnrxw3DKeJI8WLI8WLWfnsSPHiSPbiSPYoMUJEREREDhvT7cTTJgNPmwwY2J5IaYDgxgICG/IJbSrAjmhYiqOGaewZVc7njiZC+CpHmPNVJUm4lAghIiJylPjVr37FY489RkVFRa1tt9xyCyeddBLt2rWr17HWrVtHMBika9eu5OXlxa3TuXPnuIkTwWCQTz75pF6v069fv7jl8+bNY9u2beTm5tbaNmPGjDqnoajLAw88wPPPP1+rPCMjg88++4yWLVvu9xh1fQ59+/aNW758+fJ9JoEcSf369YubDPHhhx8yatSouPt88MEHDR2WiIgcx5Q80QSYPjfeLjl4u+RgWzbhXaWxTr7wrtLGDk9knwyXiSMlAUdaAo5Ub3Q51YsjNQHT51Inp4iIiIg0CkeSh4QTmpNwQnOsYITgpgICP+4muD4fO1z/uaDlwBhuR3RkuaoR5hLdmIkezERX5Qhznuj0GKbaCSIiIseK3Nxc7rjjDv72t7/V2rZz504GDx7MpEmTGDp0aJ3H2LFjB08++SSPPvoor776Kl27diUpKSlu3RUrVtRKcLBtmzvvvJNNmzbVK+ZOnTrRoUMHfvzxxxrlkUiEu+66i9dee61Gv2V5eTm///3v63XsKs8991zcKUQSEhL46KOP6N69e72OU9fnMHPmTCKRSI3pNYqLixkzZswBxdmQzjrrLCZNmlSr/N///jc33HADJ510Uo3yN954g6+++upIhSciIschJU80MYZp4KqczzexXxsi5UGCGwoIbswnuKkQOxRp7BClCTIcRmWChDc2PHI0WUIJEiIiIiJy9DPdDrwds/B2zIomUqzPw796F8FNBaABKQ6YmejGWdkecKR4caRWjjSX7MX0qBtDRETkeDRu3Di+/vprZs2aVWvbli1bGDZsGMOHD+eCCy6gU6dOJCUlkZ+fz9q1a/nyyy/5/PPPCQaDNfZLSUmhbdu2bNiwoUZ5WVkZQ4YM4Xe/+x2dOnVi+/btvPDCC8ycOfOAYr7lllviJkS88cYb7Ny5kxtuuIHc3FzWrFnD448/ztKlS+t97A8//JDbbrst7rY77riDSCTC119/Xef+zZo1o3PnzgD07t07bp158+Zx1llnceONN5KTk8OyZct47LHHaiWENKbLL7+c3/zmN7VGzwgEAgwdOpTf/OY3DBo0iGAwyKeffspzzz3XSJGKiMjxQr0OTZzD5yahezMSujfDDluEthcTWJ9HcEMBkWJ/Y4cnxxMjeneeI90XGzmiqkPUTPLozjAREREROS6Ybkds5D+rPIh/9S78K3YQzi9v7NCOOqbPjTPThzMzEWeGL9pWSPNhujX9noiISFPj8Xh47733GDJkCMuXL49bZ/r06UyfPv2AjnvVVVfx8MMP1ypfs2YNt9xyS63y5OTkek+tcdttt/HCCy+wevXqwxJrdf/73/+IROLf6Pi3v/0t7igd1Y0ZM4YJEyYA0K5dOwYMGMDs2bNr1Zs2bRrTpk2rVX4gn0ND8nq9PPTQQ9x00021tpWUlDBu3LhGiEpERI5nSp6QGMNp4m6VhrtVGvYgm0iRn+CG/OioFFuLwdItU7J/ps+NI82Ls/oIEmkJOJK9GE6zscMTERERETliTJ8bX5+WJPRuQXh3Gf4VO/Cv3oUdCDd2aEecmeDC2SwZV3YSzuwkXNlJmD53Y4clIiIiR5GsrCzmzp3LTTfdxGuvvXZYjvn73/+e1157rdboE/EMGjSIIUOG8NBDD9Xr2D6fj1dffZURI0bUK9Fg8ODBBAIBvvvuu3od/3B67LHHGDp0aK3ROeK5++67mTt37gGPxNFQbrzxRqZPn16v74TT6eSXv/wl//rXv45AZCIicjzSL5kSl2EYONMS8PVpSdoFvcj6+QBSzzmBhJ65OFK9jR2eNDLD5cCZlYinUxaJp7Qh5YyupF/ah6zrB5I1pj/pP+lN8rDO+E5qhad9Js50nxInRERERKTJMgwDV3YSyad3JOva/qSc2RV3qzQ4XgdfM8CZmUhCz1xSzuhC5uhTyBzTn7RzTiDxlDZ42mYocUJERETiSkpK4tVXX+Wjjz5i8ODBB7Sv2+3mqquuom/fvrGy9PR0Jk+eTMeOHfe577nnnssHH3yA231g1yinnHIKn332Ga1bt95nvUsuuYSPP/4Yn893QMc/XAYMGMDrr79OYmJinXUMw+Cee+6JO1JHY3vllVfijhRSXWZmJm+99RYXX3zxEYpKRESORxp5QurFdDvwtMvA0y4DgEixn+DmQkJbiwhuKcQqDzVyhHLYVZ9mI61yio3Kh+lzYxjHa0+viIiIiEjDMZwm3k7ZeDtlEynx41+1C//KHUSKjuFpEw1wZiXhbpGKq0UqrubJmF5XY0clIiIix7DzzjuP8847j8WLFzN16lRmzpzJqlWryM/PJz8/H4fDQWpqKu3bt6dnz56MGDGCUaNGkZ6eXutY3bp1Y9GiRTzzzDP873//Y/ny5fj9fpo3b86JJ57Iz372My655JKD7uzTLIgAAD48SURBVO8cOHAgy5Yt49lnn+Xtt99m1apVlJeX07x5cwYMGMCYMWM455xzDvUjOWQXX3wxy5cv57HHHmPy5MmsX78eh8NBixYtGDJkCDfeeCP9+/dv7DDjcjgcPPPMM1xzzTU8//zzzJw5k+3bt5OUlET79u258MILufnmm8nJyWHGjBmNHa6IiBzDDNu2j/hcDOPHjycUCuFyubjvvvuO9MsfMyzLYtmyZQCccMIJmObReee+bdtECisIbS0itL2Y0I6SY7vjr0mwqaiI/o18KYk40nw40xNwpFUmSqQn4EhJ0GgRcsCOlfOWHHv03ZKGYFkW48ePJxKJ6LpUjrim3CbSOb0227YJbS8msHoXgbW7sfxH/7QezsxEXC1TcbdMxZWbiunRvRnSsHTuEJEDpfNG/TTl61IRERGRval3Qw6ZYRg40304030k9MgFwCoPEtpRQmhnCeHdZYR3l2GV738+NWkYhsPAkZKAmerFmZaAmeIlL28rVqKTVif2xOFwNHaIIiIiIiJNlmEYuHNTceemkjSoA8EthQRW7yawIR87cHQkUjgzfNFRJVqk4m6RipmgkSVERERERERE5Pii5AlpEKbPjad9Jp72mbEyqzxIaHcpkYIKIoUVhAvLiRRUYFVoyo/DwfQ6MZO9OFK8OFI8OJK9OFITcKR6MRM9GOaeYecsyyKyLA9A02+IiIiIiBxFDIeJp00GnjYZ2FZ0RIrghnyCGwoIF5QfmSAcBq7sJFzNUnA1T46OLKFkCRERERERERE5zil5Qo4Y0+fG0yYD2tQst4JhrJIAkZIAkRI/VmkAqzyIVRHCKg9Fn/0hsI74DDNHBcPtwPQ4MRPdmD43ZoIb0+fCTHTjSPJgJntwJHowXBo9QkRERETkeGKYBu7KkR4Y2B6rIhRNpthaRHhnCeGCikMemcJwOXBm+HBmJuLMSqx8TtIUfiIiIiIiIiLS5Ch5Qhqd6XZiZjpxZibWWce2bQhbWMEwdjCCHQhjhyLYEQs7bGGHLIhY2JYFERvbssGyo/vFHkTL9xwUbKIPKpcry6uKYvWoWc+uUVatDkDVSA5VT6YRLTON6CgPThPDYWA4HOAwMJwmhsuJ4XZguExMlxPD68T0ODE8TgyHOi1FRERERATMBFeNEf5s28YqDxEpKCdSGsCqCGFXRBPRbataGwei7YvKdobpc1eOWOfFSHBpNDoREREREREREZQ8IccIwzDA5cDhckDdORYiIiIiIiJNhmEYOBLdOBLdjR2KiIiIiIiIiMgxT7e0i4iIiIiIiIiIiIiIiIiISJOm5AkRERERERERERERERERERFp0gzbtu39Vzu8xo0bF1t2uVxH+uWPKZZlAWCaynORw0vfLWko+m5JQ9F3SxpCKBSKLT/wwAONGIk0NU29TaRzuogcDJ07RORA6byxf2oTiYiIiOzhbOwAql+cSd0ikUhjhyDHKX23pKHouyUNRd8taQi2bbNz505ycnIaOxRpgppym0jndBE5GDp3iMiB0nlDREREROqj0ZMnmuJdVvVlWRYVFRWx9YSEBGVJy2Gh75Y0FH23pKHouyUNwbIswuFwbH3Xrl1KnpBG0dTaRDqni8jB0LlDRA6Uzhv105QTeUVERET21ijTdkj9LF26lJ49e8bWf/jhB3r06NGIEcnxQt8taSj6bklD0XdLGoK+VyKNQ//2RORg6NwhIgdK5w0REREROVBKtRUREREREREREREREREREZEmTckTIiIiIiIiIiIiIiIiIiIi0qQpeUJERERERERERERERERERESaNCVPiIiIiIiIiIiIiIiIiIiISJOm5AkRERERERERERERERERERFp0pQ8ISIiIiIiIiIiIiIiIiIiIk2akidERERERERERERERERERESkSVPyhIiIiIiIiIiIiIiIiIiIiDRpSp4QERERERERERERERERERGRJk3JEyIiIiIiIiIiIiIiIiIiItKkKXlCREREREREREREREREREREmjQlT4iIiIiIiIiIiIiIiIiIiEiT5mzsAKRu2dnZPPDAAzXWRQ4Hfbekoei7JQ1F3y1pCPpeiTQO/dsTkYOhc4eIHCidN0RERETkQBm2bduNHYSIiIiIiIiIiIiIiIiIiIhIY9G0HSIiIiIiIiIiIiIiIiIiItKkKXlCREREREREREREREREREREmjQlT4iIiIiIiIiIiIiIiIiIiEiTpuQJERERERERERERERERERERadKUPCEiIiIiIiIiIiIiIiIiIiJNmpInREREREREREREREREREREpElT8oSIiIiIiIiIiIiIiIiIiIg0aUqeEBERERERERERERERERERkSZNyRMiIiIiIiIiIiIiIiIiIiLSpCl5QkRERERERERERERERERERJo0JU+IiIiIiIiIiIiIiIiIiIhIk6bkCREREREREREREREREREREWnSlDwhIiIiIiIiIiIiIiIiIiIiTZqSJ0RERERERERERERERERERKRJU/LEUSgYDPLKK69w7rnn0rZtW7xeL7m5uZx22mk88sgj7N69u7FDlGNMJBJh8eLF/Pvf/+bWW2/llFNOwe12YxgGhmEwbNiwxg5RjlHr16/nhRde4JprrqFPnz6kp6fjcrnIyMigd+/e3HzzzcycObOxw5RjSH5+PlOmTOHBBx/k4osvpm/fvrRp04aEhAR8Ph8tW7bk7LPP5qGHHmLLli2NHa4cR+66667Y/4uGYdCuXbvGDknkuKI2johAw7ZNp06dyrXXXkuXLl1ITEyMtUnuvvtuVqxYcfjehIgccQ3Z96Bzh4iIiIhUZ9i2bTd2ELLHihUruPrqq1mwYEGddXJycnj55Zc599xzj2Bkcqx67733GD16NOXl5XXWGTp0KDNmzDhyQckxb8GCBdxyyy3MnTu3XvWHDRvGxIkTadOmTQNHJse6888/n48//rhedd1uN/feey9//vOfMU3lg8rBmzt3LgMHDsSyrFhZ27ZtWb9+feMFJXIcURtHRKDh2qbFxcXcdNNNvPHGG3XWcblcjBs3jnvvvfeAji0ijash+x507hARERGReJyNHYDssXnzZkaOHMnWrVsBMAyDIUOG0KlTJ3bu3MkXX3xBRUUFO3fu5KKLLuLTTz9l5MiRjRy1HO0KCwv32TklcjBWrlxZq/OiS5cu9OzZk6ysLAoLC/nmm2/YvHkzADNmzGDgwIF89dVXdOjQoTFClmNQs2bN6NatG23atCExMZHy8nJWr17Nd999RzgcJhgMMm7cONavX8+ECRMaO1w5RoVCIW644YYaiRMicviojSMiVRqibRoKhbjkkkuYOnVqrKxnz56cfPLJVFRU8OWXX7J9+3ZCoRD33XcfoVCIP//5z4c1BhFpOA3V96Bzh4iIiIjURckTR5HRo0fHOhXbtm3LBx98QO/evWPbd+/ezZVXXsnUqVMJhUJcfvnlrF27lrS0tEaKWI4lzZo1o1+/frHHZ599xuOPP97YYckxrlOnTtxwww1cc801tGzZssY2y7J4+eWXueOOOygvL2fr1q2MHj2ab775BsMwGiliOdoNGzaMn/zkJ5xxxhm0b98+bp3t27dz55138uabbwIwceJELrjgAi699NIjGaocJ/72t7+xZMkSAK6++mpeffXVRo5I5PiiNo6I7O1wtk3/7//+L/bjp9fr5eWXX+bKK6+MbQ8Gg/zpT3/iH//4BwAPPPAAQ4cOZejQoYf+RkTkiDncfQ86d4iIiIhIXTRtx1Hik08+4bzzzgOiw5DPmzePXr161apXVlZG7969+fHHHwG49957GT9+/BGNVY4t27dvJxgM1hqycOzYsYwbNw7QtB1y4GbOnMm6dev42c9+hsPh2Gfdd999l0suuSS2PnnyZM4+++yGDlGOc7ZtM2LEiNi568wzz2TKlCmNG5Qcc1asWMGJJ55IIBBg9OjRnHHGGfz85z8HNG2HyOGgNo6IVHe426Y7d+6kQ4cOlJWVAfDss89y8803x6175ZVXxobmHzhwIN98881BvgsROZIaou9B5w4RERER2RdNEH6UeOqpp2LLY8aMidupCJCYmMhf/vKX2Ppzzz1HOBxu8Pjk2NW8efN6zfUociCGDh3Kddddt9/OC4CLL76Y/v37x9Y//vjjhgxNmgjDMPjFL34RW58/f34jRiPHItu2ueGGGwgEAqSnp/P//t//a+yQRI47auOISHWHu206ceLE2I+fXbp04aabbqqz7t///ndMM9oF9u2337JgwYLDFoeINJyG6HvQuUNERERE9kXJE0eB0tLSGnPsVd3xWJfLLruM5ORkAPLz8/nyyy8bND4RkUM1aNCg2LLu5JbDJScnJ7ZcUlLSiJHIseiZZ55h1qxZAPzjH/+o8X0SkUOnNo6INLT33nsvtnzdddftc2rANm3aMHLkyNj6u+++25ChiUgjqU/fg84dIiIiIrIvSp44CnzzzTcEAgEgetdVv3799lnf4/EwYMCA2Pq0adMaND4RkUNVvTMiEok0YiRyPFm+fHlsuW3bto0YiRxrNm/ezB/+8AcATj/99BqjmIjI4aE2jog0JL/fz+zZs2Prw4YN2+8+1evoHCNyfNpf34POHSIiIiKyP0qeOApU//GnV69eOJ3O/e7Tt2/fuPuLiByNlixZEltu3bp1I0Yix4utW7fyyCOPxNYvvfTSRoxGjjW33norJSUluN1unnvuuX3ebSYiB0dtHBFpSCtXrsSyLCD6Y+lJJ5203310jhE5/u2v70HnDhERERHZHyVPHAVWrlwZW67vnbPV5wldsWLFYY9JRORw2bRpU427M84444xGjEaOZRUVFSxbtoxHH32Uk046iS1btgDReWqrRhEQ2Z/XX3+djz76CIB77rmH7t27N3JEIscntXFEpCFVP8fk5OTg9Xr3u0/1c0x+fj67du1qkNhEpHHUp+9B5w4RERER2Z/93/4jDS4vLy+23KxZs3rt07x589hyfn7+YY9JRORwueuuu2LDZbZp04YLLrigkSOSY8XXX3/N6aefvs86o0aNYtKkSaSmph6hqORYlpeXx5133glA586d+eMf/9jIEYkcv9TGEZGGdKjnGIieZ7Kzsw9rXCLSeOrT96Bzh4iIiIjsj0aeOAqUlpbGlhMSEuq1T/V61fcXETmaTJw4kf/973+x9YceegiPx9OIEcnxIi0tjUmTJvHpp5+SkZHR2OHIMeKuu+5i586dADz33HM6H4k0ILVxRKQhHeo5Zu9jiMixrb59Dzp3iIiIiMj+aOSJo4Df748tu93ueu1TvQFQUVFx2GMSETlU8+bN45ZbbomtX3HFFVx99dWNGJEca1q0aMFtt90GgG3blJSUsHLlSubPn09hYSGjR4/mxRdf5Nlnn6VLly6NHK0c7aZMmcIrr7wCwJgxYxg+fHgjRyRyfFMbR0Qa0qGeY0DnGZHjxYH0PejcISIiIiL7o+SJo0D1+fWCwWC99gkEArHl+mZKi4gcKevWreOCCy6IdUz06tWL5557rpGjkmNNhw4dePLJJ2uVb926lT/+8Y9MmDCB6dOnM2DAAKZPn06fPn0aIUo5FpSVlXHzzTcDkJmZySOPPNLIEYkc/9TGEZGGdKjnGNB5RuR4cKB9Dzp3iIiIiMj+aNqOo0BSUlJsub7Zy9XrVd9fRKSxbdu2jTPPPJPt27cD0R/AP/vsM1JTUxs5MjletGjRgpdffpk77rgDgIKCAq666qrY/LYie/vjH//I+vXrAXj00UfJyspq3IBEmgC1cUSkIR3qOWbvY4jIsedg+h507hARERGR/VHyxFEgMzMztrxjx4567VPVMAA017uIHDXy8vI488wzWbt2LQC5ubl88cUX5ObmNnJkcjx66KGHSElJAWD58uV8+umnjRyRHI3mz5/PE088AcDw4cMZM2ZMI0ck0jSojSMiDelQzzGg84zIsexg+x507hARERGR/dG0HUeBrl27xpY3bNhQr302btwYW+7Wrdthj0lE5EAVFxczatQoli5dCkQ7JT7//HPat2/fyJHJ8crn83HaaacxefJkAGbNmsX555/fyFHJ0Wbx4sVYlgVEr58GDBhQZ91du3bFlrdt21aj7v333895553XcIGKHGfUxhGRhlT9HLNz5078fn+N4fjjqX6OycjIIDs7u8HiE5GGcyh9Dzp3iIiIiMj+KHniKNC9e/fY8pIlSwiHwzid+/7TzJ8/P+7+IiKNoaysjHPPPZd58+YBkJKSwmeffUaPHj0aOTI53qWnp8eW8/LyGjESORasXbs2dnfa/gSDQebMmRNbr55YISL7pzaOiDSkrl27YpomlmVh2zYLFy7cZ4Ik6Bwjcjw41L4HnTtEREREZH80bcdR4LTTTsPj8QDRRkBVA6AugUCA2bNnx9ZHjBjRoPGJiOyL3+/nwgsvZNasWUB0NIBPPvmEk08+uZEjk6Zg27ZtsWUNnyoicvRQG0dEGpLX663xg+eMGTP2u8/MmTNjyzrHiBx7Dkffg84dIiIiIrI/Sp44CiQlJTFy5MjY+oQJE/ZZ/5133qGkpASI3nE7ZMiQhgxPRKROoVCISy+9lGnTpgHg8Xh4//33GTRoUCNHJk1BXl4e3377bWxddwFJPNdddx22bdfr8fLLL8f2a9u2bY1t1113XeO9CZFjkNo4ItLQLrrootjy/s4xmzdvZurUqXH3FZGj3+Hse9C5Q0RERET2RckTR4lf/vKXseWXX345Nm/f3srLy/nzn/8cW7/55pv3O/ytiEhDiEQiXH311XzyyScAOJ1O3nzzTc4444xGjkyOVfn5+fWua9s2v/rVrwgEAkC08+z8889vqNBEROQgqI0jIg1pzJgxJCYmArBy5UpefPHFOuv+/ve/JxKJADBw4ED69u17RGIUkUN3uPsedO4QERERkX1R8sRR4rzzzuP0008HonNsn3/++SxZsqRGnby8PC666CLWrFkDRIcnv+eee454rCIitm1zww038PbbbwNgmiavvPIKF154YSNHJsey//znP/Tr14///Oc/FBcX11lv8eLFnHPOObz++uuxsrvvvpvMzMwjEaaIiNST2jgi0pBycnL4zW9+E1u/4447ePPNN2vUCQaD/OEPf+C1116LlT300ENHLEYROTQN0fegc4eIiIiI7Ith27bd2EFI1ObNm+nfv39s/nbTNBk6dCgdOnRg165dfPHFF5SXlwPRLOvJkyfXGApXpC7nnnsuW7durVG2fft2duzYAUBiYiKdOnWqtd8nn3xCixYtjkiMcmx5+umnue2222LrnTt35qyzzqrXvpmZmYwbN66hQpNj2D//+U/uuusuIPr/XLdu3ejatSvp6ekYhkFeXh6LFy+O/cBW5dJLL+X111/XXcpyyCZMmMDPf/5zIDptx/r16xs3IJHjgNo4IlLd4W6bhkIhRo0aFRvKH6BXr1707dsXv9/Pl19+GTv/AIwbN67GSDcicnRrqL4HnTtEREREpC5KnjjKrFixgquuuoqFCxfWWSc7O5uXX36Z884778gFJse0du3asWHDhgPeb926dbRr1+7wByTHvLFjxx50AoR+kJS6PPPMMzWGeN+f5ORkxo4dy5133onD4WjAyKSpUPKESMNQG0dEqjRE27SoqIibbrqp1p3j1blcLsaOHct99913wK8tIo2nIfsedO4QERERkXh0i+ZRplu3bsyZM4fXX3+d1157jaVLl7Jjxw7S0tLo0KEDF198Mb/4xS/Iyspq7FBFREQOq1tvvZWRI0fyxRdfMGfOHJYuXcrGjRspLCwEICUlhdzcXE488UTOOOMMLr30UpKSkho3aBER2S+1cUSkIaWmpvLGG29w4403MnHiRL799lu2bduGy+WidevWnH322Vx//fV07969sUMVkaOIzh0iIiIiEo9GnhAREREREREREREREREREZEmzWzsAEREREREREREREREREREREQak5InREREREREREREREREREREpElT8oSIiIiIiIiIiIiIiIiIiIg0aUqeEBERERERERERERERERERkSZNyRMiIiIiIiIiIiIiIiIiIiLSpCl5QkRERERERERERERERERERJo0JU+IiIiIiIiIiIiIiIiIiIhIk6bkCREREREREREREREREREREWnSlDwhIiIiIiIiIiIiIiIiIiIiTZqSJ0RERERERERERERERERERKRJU/KEiIiIiIiIiIiIiIiIiIiINGlKnhAREREREREREREREREREZEmTckTIiIiIiIiIiIiIiIiIiIi0qQpeUJERERERERERERERERERESaNCVPiIiIiIiIiIiIiIiIiIiISJOm5AkRERERERERERERERERERFp0pQ8ISIiIiIiIiIiIiIiIiIiIk2akidERERERERERERERERERESkSVPyhIiIiIiIiIiIiIiIiIiIiDRpSp4QERERERERERERERERERGRJk3JEyIiIiIiIiIiIiIiIiIiItKkKXlCREREREREREREREREREREmjQlT4iIHCTDMGo92rVr19hhHRETJkz4/+3deVxVdf7H8fdlURYRyCVwAZsEt5x0QNLQAXUMc8mlwmVywVHKbUaz1GzR0hytHGVMx6XULHQCUht3za10XMAxa8xSzHXS3HDHlfv7o588gnMO3IsIIq/n43H/uN/zXT7ncnw8zvf4Od+v6fmPGTOmuEPLU+/evU3jLknn8fXXXzt0DqXlWgQAAEDR4J7TyGpelPsTHR1dKONFR0eb9n/o0KFC6f9+0bFjR4f+LvPmzSvuUAEAAADcY9yKOwAAebPZbHke/+qrr9S0adN8+zl06JAefvhhZWVlWdax2+1OxwcAAAAAdyKvOY+bm5vc3d3l5eUlf39/VaxYUQ899JBq166tyMhI/f73v5e7u3sRRgsAAAAAAO5XrDwBlHD/+Mc/HKo3Y8aMPBMncPfxphYAAADgnJs3byozM1NnzpxRenq6tm3bpoULF2r06NH6wx/+oMDAQI0cOVJnzpwp7lDveSV19TgAAAAAAIoKyRNACZeSkqJTp07lWefatWuaM2dOEUUEAAAAAEXjzJkzmjhxourUqaOlS5cWdzgAAAAAAKAEY9sOoIS7fv26PvzwQ40cOdKyTnJycr4JFnDeV199ZSjz8PAohkhwJwICApScnJyjLCgoqJiiyV9ISIjh2hs/frxWrlxZTBEBAAAUv1OnTqljx46aNm2aXnjhheIO577E/MdxycnJCggIyP7u6+tbjNGUPn/961/10ksvZX8/ceKEnn322WKMCAAAAEBJQfIEcB+YOXOmhg8fLhcX88Vkpk+fXsQRlQ5NmzYt7hBQCMqWLVui/pbe3t6GeCtXrlxM0QAAANw9f//739WwYUNlZWUpIyNDR48e1aZNm7Rs2TJdvXrVUD8rK0uDBg1SjRo11Lp162KI+P5Wku6Zi1t4eDhbNBajOnXq5Ph+6NCh4gkEAAAAQIlD8gRwHzh06JBWrlyptm3bGo7t3r1bW7duLYaoAAAAAKDg6tevb/gP+0GDBunEiRMaNmyYFixYYGhz69Ytde3aVT/88IMefPDBogoVAAAAAADcB8xfUwdwz3Nzy5n7ZLW6xLRp0/Jtm5+MjAytW7dO77zzjrp06aLw8HAFBgbK29tbrq6uKleunKpUqaLIyEgNGjRIq1evVlZWllNjfPfddxo8eLBq1aolb29vPfDAA2rQoIFee+01HTlyRNIvSSI2m83wiY6ONu0zOjratP7tt05OnDihsWPHKjw8XBUqVJCHh4dq1KihHj16KDU1Nd+YzfrO/XZRjRo1so+ZOXz4sEP95HcuuW3cuNG0fu/evfM9r5UrVyo2NlZBQUHy8PBQlSpV1Lx5c82aNUvXrl3Lt31+bt26pUWLFql///5q0KCBAgICVLZsWfn5+SkkJETdu3fX/Pnzdf369TseqzCNGTPG9DedN2+eJOl///ufXn31VdWvX18+Pj6qWLGiHn/8cc2cOdP0zci1a9fq6aefVo0aNVS2bFkFBASoXbt2SklJKeIzAwAAKFkCAgKUmJioYcOGmR4/f/68Jk6caHrsbt9X//r+/9ef27Zt26b4+HiFhobKx8fH0JfdbteBAweUlJSkESNGKCYmRnXr1tUDDzwgDw8Pubu7y9/fXw8//LDat2+vsWPH6sCBA5a/1a/jj4uLM63z5ptvmsY8ZsyYHPUcmbdY2bFjh0aNGqVmzZqpevXq8vLykqenp6pVq6bIyEiNGDHC4aT//H7jAwcOaOTIkfrtb38rPz8/eXl5qWbNmnr++ef1ww8/ODRGUbt8+bImTZqkxx9/XBUrVsyOuVevXtq8eXOB+z127Jg+//xzvfHGG2rXrp3q16+vihUrytPTU25ubvLz81ONGjUUExOjUaNG6ZtvvjHtJzMzUxUqVDD85rVr1843hkmTJpn+vRITEw11L1y4oA8++ECxsbGqV6+e/P39VaZMGZUpU0YPPPCA6tevr6eeekqvv/66li5dqnPnzhX4twEAAAAAU3YA9zRJpp9OnTrl+O7i4mI/ePBgjrbnzp2ze3t756j3u9/9zh4cHGzap5WAgADLOKw+oaGh9i1btjh0jhMmTLC7u7tb9lWuXDn7nDlz7AcPHjQ9HhUVZdpvVFSUaf2DBw/aP/jgA3v58uUtx7TZbPbx48c7/bcJDg7OUcfqt87vk7ufvM7FzIYNG0zr9+rVy/J8Ll26ZLiucn/q1atn//bbb+1z5841PT569Og8f7OkpCT7Qw895NBvUL16dXtKSkqe/TmrV69e+f7WVkaPHm0a59y5c+0pKSl2Pz8/y3MJCwuzHz9+3G632+1XrlyxP/fcc3mee+fOne3Xrl0rkvMCAAAoblb3RBs2bMiz3c2bN+2NGjUybevp6WnPyMgwtLnb99VW9/+3bt2y/+Uvf7HbbLY8+1q1apXTcwebzWZ/7rnn7GfPnnU4fkc+ue/tHZm35Pb999/bo6OjHR6zadOm9j179uTZZ17z2XHjxtnLli1r2b+7u7t9/vz5efbvDKt5kdX1ZGbr1q32oKCgPH+X+Ph4+9WrV526fr///vsC/d1bt25tP3r0qKG/4cOHm9bftGlTnucXERFhaFO+fHn7lStXctRLSUmxV6hQwalYXVxc7Pv378/3N7Z6ljB37tx82wIAAAAoXVh5AiihBgwYkON7VlaWZsyYkaPso48+0uXLl/Ns5wi73e50m3379ik6OlqbNm3Ks96bb76pkSNH6saNG5Z1Ll26pD59+uiDDz5wOg4zb7/9tvr27asLFy5Y1rHb7Ro1apQWL15cKGPe665fv662bdvme7579uxRixYttG/fPqfHGDp0qGJjY3Xw4EGH6h89elTPPPOM3nrrLafHKkrLli1T165d83zraefOnWrfvr1u3Lihp59+Wp988kmefS5atEgjR44s5EgBAADuL66urnrllVdMj2VmZmrDhg1FHJG1P//5z0pISMh3blWQuZfdbtcnn3yiFi1aGOZ/xWnZsmUKDw/Xxo0bHW6zefNmRURE6PPPP3d6vH79+um1117Lc7W8GzduKC4uTmlpaU73fzekpaXpiSeeyF5t0cqsWbPUvXt33bp1y+G+C3ItSdKqVav0+OOP6+eff85RPmDAALm6uhrq5zVPP3z4sHbs2GEoj42NlaenZ/b39evXKzY2VmfOnHEq1qysLN28edOpNgAAAACQF5IngBKqZcuWqlWrVo6yOXPm5NjqIHcyhZ+fn7p161Yk8Um/PJjq3r275cOrjRs36s0333S4v7fffrtQ4nImCWP48OEFfuhUkrz11lv5JrrcdurUKU2YMMGp/seNG6cpU6YUIDJp9OjRmj9/foHaFoXPPvvMoQd2aWlpatKkiVauXOlQvwkJCTp69OidhgcAAHBfa9OmjcqWLWt6bN26dUUcjTWz7RQL29dff6033njjro/jiJ07d6pLly66dOmS020vX76sbt26OZ3g4Og879atW/dEonJmZqa6d++uixcvOlR/0aJF2rJly12O6hdHjx41vHgRHBysdu3aGeqmpKRYJpInJyeblufe9ub11193eutPAAAAALgb3Io7AAAFY7PZ9MILL2jo0KHZZadOnVJKSoq6d++u9evXa+/evTna9O7dW15eXk6P5eHhoYiICDVq1EihoaHy8/OTn5+ffH19lZWVpYyMDO3bt08LFy407JH6008/KTExUX369DH0O2TIENPEBFdXVz3//PNq06aNXF1dtXbtWr3//vs5EkPulKurq+Lj49W2bVtlZWVp6tSpWrt2raFeenq6tm/frsaNGxdonJSUFF29elWS1KxZM8PxgIAA0wdKHh4eBRqvII4fP6533nnH9FilSpX08ssvq2HDhrp48aKSk5O1cOFCpxJK9u7dq9GjR5sea9Wqlbp06aKgoCCdPXtWX3zxhT766CPDSiQDBw5U27ZtVaFCBcdPrAi5uLhowIABateunU6ePKm3337bdD/lnTt3SpL8/f316quv6re//W32Q+7b18ltWVlZWrhwoYYPH14k5wAAAFASlS1bVo8++qjp2+3p6enFEFHeYmJi1K1bN1WrVk0nT57Ujh07DMkflSpVUnh4uBo1aqTAwMDs+ZeXl5euXr2qkydPKi0tTXPnzjWspjdz5kyNHj1a5cuXlyQ1bNhQX331lSRp5cqVGj9+vCGmuLg40/laUFBQgc7RbrerX79+unLliuGYl5eXBg8erKioKLm4uGjTpk1KSEgw1M3MzFR8fLx27twpm83m8NgeHh4aMmSIoqOjdfHiRU2cONE0CWP9+vU6fvy4AgMDnT/BQjJt2jTt37/f9FhUVJT69eunwMBApaenKyEhQd99953Tif1+fn4KCwtTo0aNVL169exrqVy5crp+/bpOnTqlb775RnPnzjWsNLF48WKlp6erZs2a2WWDBw82rAqSmZmpxMREDRw40DB+UlKSoSwkJESRkZHZ369evaqtW7ca6tWqVUv9+/dXSEiIvLy8dOHCBR0+fFh79uzRl19+aXjeAQAAAACFgeQJoATr3bu3Xn311RwPmqZPn67u3btr+vTpOerabDb179+/QOMcOHDAdHnO3IYOHarAwEBlZGTkKF+9erXhYdyWLVu0e/du034SExPVpUuX7O+tW7dWq1at1KZNm0JbBcJsjJYtW2Y/WPy1HTt2FDh5Ijw8PM/jZcuWVdOmTQvUd2GZPXu26bYpFSpU0I4dO1SjRo3ssk6dOumRRx7Rq6++6nD/Y8eONX2LaNKkSXrxxRdzlHXp0kVt27ZVp06dcpRfunRJU6ZM0dixYx0etyhNmTJFgwcPzv4eERGh2rVrm9Z1d3fXunXr1LBhQ0m/JJB4enrmaH/b9u3b707AAAAA95GAgADT8tOnTxdxJHl799139dJLL+Uoy70yYKtWrXTy5Ml8+3ruuecUGRmp2NjYHOWXL1/Wli1b9OSTT0qSfH19s+cbVskkQUFBhTonWbFihXbt2mUod3d31/r16/XYY49ll8XExKhDhw5q1qyZYU6ya9curVixQm3btnVoXDc3N61duzbHucTExCgsLMyQpGC325WamqqnnnrKmVMrVP/4xz9My5955hklJSVlJ420aNFCf/zjH9WsWTPT39VKaGiozp49m2/ySbdu3dS5c2dFRETkKLfb7Vq7dm2O5ImWLVuqbt26+u6773LUnT17tiF54vDhw0pNTTWMl3vVibNnz5rO89euXavq1atbxn3s2DF9+umn8vX1tawDAAAAAM5i2w6gBDPbhmPLli1atWqV4W2Qli1bKjQ0tEDjuLq6KisrSxs2bNDQoUPVokULVa9eXeXLl5erq6tsNptsNps8PDwMiROS9J///MdQtmrVKtOxWrRokSOp4bbWrVsb/kO9oJ544gnDGO7u7oYHj7cdPny4UMa9V61Zs8a0fPjw4TkSJ24bMWKEgoODHer75s2bWr58uaE8NDTUkDhxW8eOHfXwww8byguy73FRqFGjhuFBYa1atVS5cmXT+l27ds1OnLjNbPlbSTp06FChxAgAAHA/8/HxMS3PvSpDcWrevLkhccLM7aT1jIwMzZs3T88995zCwsJUuXJleXl5Zc+9bDab5fzFbP5VlP71r3+ZlsfFxeVInLjtscceM135QpKWLl3q8Lh9+vQxJIH4+PhYJkgU5zwvPT1dP/74o6Hc1dVVCQkJhoQHb29vy9UCrbi4uMhms+ny5ctKSkpSnz591LhxYwUEBMjb2zv7uM1mMyRO3GZ2LQ0aNMhQtnv3bsMKH2arTri4uKhnz545yvz8/EwTPHInaORWrVo1DRs2rFhXDwEAAABw/2HlCaCEGzBggD788MMcZd26ddPNmzcN9Qpqx44dio+Pt1wpIj9mb3yZvYEiSZ07d7bs55lnntGiRYsKFMOvde3a1bTc6q2W8+fP3/GY9yq73Z69lURuVg8ZXV1d1bZtW8PqJmZ2795t+tB63759Ti2/K0n//e9/lZGRIX9/f6fa3W2tW7eWi4sxF7FKlSqmbw2avTlXpUoV077v52sPAACgsFglSdxLb6THx8c7XPe9997TW2+9pYsXLxZorOJecWPLli2m5R07drRs06lTJ82cOdPhvsyUpHme2VYi0i8rF1rNDVq0aCEfHx+nrouPP/5YL730kkOrmZgxu5Z69uypV155xfD7ffDBBzlWXjRLnmjZsqWqVauWo8zLy0sNGjQwrKrRunVrhYeH69FHH1VoaKhCQ0NVu3ZthYaGms6/AAAAAKAwMNsASrjf/e53hrd3zp07l+N71apVC7wc6bZt29S8efMCJ05I5g+lcu+nepvVVgeSVKdOnQLH8Gv169c3Lffy8jItz52Icj+5cOGCrl69aii32WwKCQmxbFerVi2H+j9+/HiBY8vNbrcXan+Fxeq38Pb2Ni03WwGmTJkypnXv52sPAACgsFjdI1asWLGII7Hm6DaAw4YN08svv1zgxAmp+BNwrf4eec0hrOaBJ06ccHjckjTPs5oP5/Ububi45NhCIz9Tp05Vz549C5w4IZlfS97e3oatNyRpwYIFunz5sqRfVtAzSxCJi4szHef11183LU9LS9OHH36oESNGqFOnTqpTp44qVKigDh06KDk52XR7SAAAAAC4EyRPAPeB/v3753k8Pj4+e/lXZ/Xr109XrlwpUNvbzPYvvXTpkmldqyV38zvmDKuVC9zc7p/FeG7duuVQPauHsmXLls3zmrFKDMitsB/cnj17tlD7Kwzly5c3Lbe6nu6lNyABAABKuqtXr1omeueVDOwoR++r8xMQEJBvndTUVE2ePPmOxyru/1C2WgkkrzmE1TFn5hMlaZ5nNQ+zSvS4zdF52NGjRzVixAin48rN6loaOHCgYSXBixcvZq82YbbqhK+vr+VWnJ06ddLs2bNVrly5fGM6d+6c/vWvfyk2NlaNGzfWqVOn8m0DAAAAAI4ieQK4D3Tp0kUVKlQwPebu7q5+/foVqN+dO3fqv//9r+mxIUOGaPfu3Tp//rzsdnv2JygoyKG+rRIh8krUsEq4cJZVUoCz20jcC27cuGFanpGR4VB7q7/DtWvX8nxQfPuNovz4+fk5VM9R9+JKDM4uGcsSswAAAIXn888/t7wnbtmypcP93Ol9dX48PDzyrTN//nzTxPMqVaroww8/1JEjR3T9+vXsudf69esLJbbCZpVcnNccwuqYM4nHJWmeV5D5sOT4PCwpKUmZmZmm406ZMkU//vijMjMzs6+lH3/80aF+bwsJCVFMTIyhfPbs2dnj59alS5c8/x307dtXR44c0fTp09W+fXs9+OCD+caRmppqugoGAAAAABTUvZd+D8BpHh4eiouL03vvvWc41rFjRwUGBhaoX6t9WHv37m36RtStW7cc3l/X6kHIvn37FB0dbXps7969DvV9P7J6W8rq4dk333zjUL/ly5eXh4eHYesOu92u/fv3Wy6fu2/fPof6t3rDLjo6WmPHjnWoj1+zWooXAAAApc+NGzc0YcIE02Oenp6m84q7dV9dGKzmXwsWLFBUVJSh3Grrh+IWGBhoumLcDz/8oN/85jembb7//nvTckdW7CiJKleubFr+ww8/WLbJyspSenq6Q/1bXUtTp05Vr169DOUFuZYGDx6sVatW5SjbunWrli9frp07dxrqO5Lk4O/vr/79+2evrnnu3DkdOHBAP/74o9LS0jRnzhzDM4cVK1boyJEjDr/IAQAAAAB5IXkCuE/0799fkyZNMrypNGDAgAL3eebMGdPysLAw0/I1a9Y4vMVHRESE4UGLJC1fvlzx8fGmbT777DOH+r5Xubi4GJY9dXQZYKs3kw4fPqwGDRrkKMvKylJycrJD/dpsNoWFhWnLli2GY0uXLjVNnrh165aWL1/uUP+PPvqofHx8DMvS7tmzR+Hh4Q69gXfbzZs378kldwEAAFA8XnzxRX399demxwYMGGC6asHduq8uDM7OvxYvXuxU/1YrMxTW1iS3RUZGas+ePYbyJUuW6MknnzRtY3UukZGRhRrbvaJRo0am5WlpaTp+/LjpCxAbN2603O4jt7t9LUnSk08+qZo1axoSOsySJGrVqqUmTZo4PYafn5/CwsIUFhamZ599VjExMaYrynz99dckTwAAAAAoFKwdDtwnfvOb3xiWzaxbt67lKg6OsNpvdN26dYayn376SQMHDnS479atW5uWL126VGvXrjWUr1mzpsQnT5j9nj///LNDS68GBwebln/88ceGhJn33nvP8s0tM0888YRp+TvvvKMjR44Yyt977z0dOnTIob7d3NzUpk0bQ/mpU6cUHx9vuTzybRcuXNCCBQvUrFkzJSYmOjQmAAAA7m8//fSTYmNj9f7775se9/f31/Dhw02P3c376jtlNf8y255j4cKFTid2WPV/4MABp/rJz1NPPWVaPnfuXG3fvt1Qvn37ds2ZM8e0Tbt27Qo1tntFzZo1TVfhuHXrloYOHWq4Fq9cuWJ5TZtx5lratGmTpkyZ4nDft9lsNtNnAGarUea36sTIkSO1du3afBN5rLbydPQlDgAAAADID6/wAveRuXPn6tixY9nfrZYCdZTVFglLlixRbGysunTpIj8/P6WlpWny5MlOLfXZpEkTNWjQwPCmmN1uV/v27TVo0CD94Q9/kPRLssbUqVNN9/8tSYKDg/Xtt9/mKLtx44ZiY2P1pz/9SZUqVcrejzc0NDTH369x48ZKSEgw9PnZZ5+pa9euiouL0/Xr15WUlOR0kkHfvn01btw4QyLD6dOnFRERoZdeekkNGzbUxYsXlZKS4nT/r7/+upKTkw2rbnz88cf64osv1KdPH9WtW1cBAQG6evWqzpw5oz179ig1NVWbN2/W9evXJUl/+tOfnBoXAAAAJdu3334rNzc3ZWVl6dy5czpy5Ig2btyoZcuW6dq1a6ZtXF1d9emnn1rOhe7mffWdql+/vnbt2mUo79mzp4YNG6aIiAhdu3ZNixcv1vz5852eH1kljqSkpKhOnTqKiIiQt7d3dnnTpk2dO4H/16ZNG9O53o0bN9SiRQsNHjxY0dHRstls+vLLL5WQkGCaVP3oo4+qbdu2BYqhJHjhhRdMEyI+/fRTnTx5Un379lVgYKDS09OVkJBgupqHlfr165uuJjF8+HAdO3ZMUVFRstlsWr16tWbMmJE953JWXFycXnvttTxfCHBxcVGPHj3y7GfJkiWaOHGifH191bx5czVo0EChoaHy9/eXp6enMjIylJqaqmnTppm2r1q1aoHiBwAAAIDcSJ4A7iMBAQGFuids06ZNVb16dR09etRwLDk52fCmk5ubm9zd3ZWZmelQ/1OmTFHz5s0ND/2uXbumSZMmadKkSTnKbTZbiU6gaNKkiSF5Qvplj9YVK1bkKJs7d26Ot3Pat29vuv2FJCUlJSkpKanAcVWpUkUvv/yyxo8fbzj2888/6+WXXy5w35JUr149vfHGGxozZozh2PHjx/X222/fUf8AAAC4P/35z392qr6Li4tmzJihVq1aWda5m/fVd6p79+6aP3++ofz8+fN64403DOVW52HlkUceMW1z48YN0/4LOvey2WyaNWuWoqKiDHPDK1euaOLEiZo4cWKefXh4eGjWrFnZyeX3o4EDB2r27Nnav3+/4diGDRu0YcOGAvfdtWtXjRs3zpDAfu3aNb377rt69913c5Q7ey3d5uvrqx49emjGjBmWdVq1auVwcsP58+e1ZMkSLVmyxOEYKlasqMaNGztcHwAAAADywrYdACy5u7tr8uTJDtdPSEhwarWLqKgo04d0ZlxcXDRhwgTTYyXlgVrfvn0LHKu3t7dGjx7tUF0XFxf98Y9/dKr/0aNHKyoqyqG65cqVU3x8vNP9DxkyxKk2AAAAgKMefPBBLV26VH379s2z3t2+r74TMTExllte5FapUiVNnTrVqf7LlCmjnj17FiQ0pzVq1EgLFy6Ul5eX0209PT2VmJioiIiIuxDZvcPLy0sLFiyQj4+PQ/WbNm2qRo0aOVS3Tp06Dm+r6enpabltiiMGDRqU5/G4uLgC9+2IhIQEubu739UxAAAAAJQeJE8AyNPTTz+t6dOny83NeqGaMmXKKCEhQQMGDHC6/zFjxmj8+PF5Puzw9fXVwoUL1b59e8vjJUGjRo00bty4Ard/8cUX8/2NK1eurJSUlHwfGudWpkwZLV++XB07dsyzXnBwsFatWqUmTZo41b8kTZ48WYsXL1ZISIhT7R544AE9//zzDid3AAAAoPSoWLGiRo0apb1796pNmzYOtbmb99V36pNPPlHr1q3zrBMaGqovvvjCchuOvIwfP17h4eEFDc8pHTp0UGpqqpo1a+ZwmyZNmmj79u3q3LnzXYzs3hEeHq7Vq1erevXqedbr3Lmzli9f7lQyyt/+9jf16tUrzzoBAQFavnz5HV0T9erVU4sWLUyP+fn5qUOHDvn2ERQU5PS4lSpV0sKFC9W9e3en2wIAAACAFbbtAJCv/v37q3nz5po8ebLWrVun//3vfypbtqyqVq2qJ554QvHx8apTp06B+3/llVfUoUMHTZ8+XatXr87uPzg4WE899ZSef/55Va1aVcuXLzdt78xqF8Vt1KhRio6O1qxZs7R161b99NNPunTpkkNtbTabpk2bpk6dOmnmzJn697//rdOnT8vHx0chISHq1KmT4uPj5efnp40bNzodm7e3txYvXqwVK1Zozpw52rZtm06dOiU/Pz+FhITo6aefVt++feXj42O6tKwjOnbsqA4dOmjVqlVavXq1tm7dqmPHjikjI0M3b96Uj4+PAgICVLt2bTVo0EAtWrTQY489lmfyDgAAAO5frq6uKlOmjDw9PeXv769KlSrpoYceUp06dRQZGalmzZo5/db53b6vvhM+Pj5asWKFkpOTNW/ePKWlpencuXOqUKGCQkJCFBsbq969e6tcuXIFiq18+fLavHmzPvroIy1atEi7d+/W2bNndf369cI/GUl169bVl19+qe3bt2vx4sXavHmzDh48qLNnz0qS/P39FRwcrKZNm6pjx46KjIy8K3Hcy5o0aaLvvvtOM2bMUEpKivbt26crV64oICBAjRs3Vq9evfTkk0863a+bm5vmzZun7t27a+bMmdq6datOnz4tPz8/PfTQQ+rUqZP69u2rihUr6tChQ3d0DoMGDdL69esN5V27dpWHh0e+7desWaMjR45o06ZNSktL0549e3Tw4EGdPn1aly9flqurq8qVK6fq1avrkUceUUxMjDp37ixvb+87ihsAAAAAcrPZC7qJJQAUsR49euiTTz4xlM+cOdPpbSRQOvXu3VsfffRRjrKAgAAlJyfnKAsKCirQ209F4fLly9q1a1eOsvHjx2vlypU5yoKDg+/4ISgAAAAAa/PmzTPdliI5OVkBAQHZ3319fVW/fv2iDK1IpaWlmW4psm3bNj322GNFHs/evXt15syZ7O8nTpzQs88+a6g3d+5c9e7duwgjAwAAAHCv41VeAMXqn//8p0JCQhQWFpZnvZkzZyoxMdFQ7uLiUqC3cIDbTpw4YVhKePTo0RozZkzxBJSP/fv3O7X0MQAAAICilfs/6qOioop8FZOiNHnyZENZvXr1iiVxQvpldcvPP/+8WMYGAAAAULKRPAGgWC1btkyJiYmqWbOmWrdurQYNGqhq1ary9PTUhQsXtHfvXi1evFjbtm0zbd+jR49894cFAAAAAAB37vz58/r2229lt9t1+vRpLV6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"text/plain": [ "
    " ] @@ -1571,7 +1577,7 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 26, "id": "3a5011aa-8d7e-4bed-b961-0c68ab051f07", "metadata": {}, "outputs": [], @@ -1609,7 +1615,7 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 27, "id": "1c8d4241-a8f9-4665-8c6c-f2c46d52fe56", "metadata": {}, "outputs": [ @@ -1617,8 +1623,8 @@ "name": "stdout", "output_type": "stream", "text": [ - "Number of noise points: 139\n", - "Number of clusters: 102\n" + "Number of noise points: 133\n", + "Number of clusters: 103\n" ] } ], @@ -1655,4365 +1661,45319 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 28, "id": "d594f0ba-d6fa-46fd-ad86-442311563b2b", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "[[2819,\n", - " 773,\n", - " 1286,\n", - " 4369,\n", - " 1683,\n", - " 2838,\n", - " 3355,\n", - " 3484,\n", - " 1949,\n", - " 928,\n", - " 3360,\n", - " 3236,\n", - " 293,\n", - " 2858,\n", - " 2299,\n", - " 4911,\n", - 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38729,\n", + " 17557,\n", + " 3330,\n", + " 2903,\n", + " 5594,\n", + " 43818,\n", + " 40839,\n", + " 23110,\n", + " 19623,\n", + " 30684,\n", + " 23933,\n", + " 38331,\n", + " 44688,\n", + " 26618,\n", + " 28862,\n", + " 32396,\n", + " 3288,\n", + " 36116,\n", + " 21848,\n", + " 39608,\n", + " 44270,\n", + " 31588,\n", + " 33339,\n", + " 18506,\n", + " 15044,\n", + " 5320,\n", + " 31360,\n", + " 12507,\n", + " 34250,\n", + " 42131,\n", + " 17511,\n", + " 44438,\n", + " 1767,\n", + " 41198,\n", + " 35869]]" ] }, - "execution_count": 21, + "execution_count": 28, "metadata": {}, "output_type": "execute_result" } @@ -6036,7 +46996,7 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 29, "id": "8072d37f-4288-488c-96a9-9361d065829c", "metadata": {}, "outputs": [], @@ -6072,7 +47032,7 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 30, "id": "61085f41-4baa-4f87-8207-a2dbd865c435", "metadata": {}, "outputs": [], diff --git a/methods/statistical_downscaling/ExtremeEventClassification/04_characterisation.ipynb b/methods/statistical_downscaling/ExtremeEventClassification/04_characterisation.ipynb index 71ce96ae..79aaf90a 100644 --- a/methods/statistical_downscaling/ExtremeEventClassification/04_characterisation.ipynb +++ b/methods/statistical_downscaling/ExtremeEventClassification/04_characterisation.ipynb @@ -55,35 +55,6 @@ "- `event_types.h5` that contains event types and associated hydrographs (event_types (dict) structured by type -> station -> index -> np.array)\n" ] }, - { - "cell_type": "code", - "execution_count": null, - "id": "09fed17a-ea1c-4598-b031-898634f05f7d", - "metadata": {}, - "outputs": [], - "source": [ - "## Import Libraries\n", - "\n", - "# import os\n", - "# import sys\n", - "# from pathlib import Path\n", - "# import pickle\n", - "# import h5py\n", - "# import pandas as pd\n", - "# import numpy as np\n", - "# from collections import defaultdict, Counter\n", - "# from datetime import timedelta\n", - "# import matplotlib.pyplot as plt\n", - "# import re\n", - "# import requests\n", - "# from scipy.stats import pearsonr, spearmanr, kendalltau\n", - "# import heapq\n", - "# import matplotlib.dates as mdates\n", - "# from matplotlib.gridspec import GridSpec\n", - "# import scipy.signal\n", - "# import seaborn as sns\n" - ] - }, { "cell_type": "markdown", "id": "567419d0-f425-42c3-89ec-e3e3640ec99d", From 8ab4b456f3617b6160853f799bc3c7077bbfb051 Mon Sep 17 00:00:00 2001 From: Alba Ricondo Date: Thu, 2 Oct 2025 03:59:43 -0700 Subject: [PATCH 07/31] [ARC] add working example notebook for sfincs compound floding --- .../01_Wrapper_Setup_Run.ipynb | 225 ++++++++++++++++++ 1 file changed, 225 insertions(+) create mode 100644 methods/dynamical_downscaling/SfincsCompoundFlooding/01_Wrapper_Setup_Run.ipynb diff --git a/methods/dynamical_downscaling/SfincsCompoundFlooding/01_Wrapper_Setup_Run.ipynb b/methods/dynamical_downscaling/SfincsCompoundFlooding/01_Wrapper_Setup_Run.ipynb new file mode 100644 index 00000000..e764ab7d --- /dev/null +++ b/methods/dynamical_downscaling/SfincsCompoundFlooding/01_Wrapper_Setup_Run.ipynb @@ -0,0 +1,225 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": null, + "id": "97b930aa", + "metadata": {}, + "outputs": [], + "source": [ + "import geopandas as gpd\n", + "import numpy as np\n", + "import pandas as pd\n", + "import xarray as xr" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "0e0f6af4", + "metadata": {}, + "outputs": [], + "source": [ + "# Define grid resolution\n", + "resolution = 50\n", + "\n", + "# Setup grid parameters with spatial origin and grid size\n", + "x0, y0 = 585000, 2350004\n", + "x1, y1 = 632500, 2397504\n", + "\n", + "# Boundary point where ocean-driver forcing is setup\n", + "x, y = 601900.8911782742, 2356315.456879479\n", + "gdf_boundary_points = gpd.GeoDataFrame(geometry=gpd.points_from_xy([x], [y]), crs=6634)\n", + "\n", + "# Grid configuration dictionary\n", + "fixed_parameters = {\n", + " \"path_to_dem_tif\": \"inputs/dem.tif\",\n", + " \"dem_tif_var_name\": \"elevtn\",\n", + " \"path_to_rgh_tif\": \"inputs/sfincs.man\",\n", + " \"path_to_outflow_shp\": \"inputs/outflow_boundaries.shp\",\n", + " \"path_to_waterlevel_shp\": \"inputs/inflow_boundaries.shp\",\n", + " \"x0\": x0, # Origin location of the cell edge (x0)\n", + " \"y0\": y0, # Origin location of the cell edge (y0)\n", + " \"dx\": resolution, # Grid size in x-direction\n", + " \"dy\": resolution, # Grid size in y-direction\n", + " \"mmax\": (x1 - x0) // resolution, # Number of grid cells in x-direction\n", + " \"nmax\": (y1 - y0) // resolution, # Number of grid cells in y-direction\n", + " \"rotation\": 0, # Rotation angle in degrees (anti-clockwise from east)\n", + " \"epsg\": 6634, # Coordinate reference system (CRS) EPSG code\n", + " \"path_to_mask\": \"inputs/mask.shp\",\n", + " \"nr_subgrid_pixels\": 1,\n", + " \"gdf_boundary_points\": gdf_boundary_points,\n", + "}" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "4c323def", + "metadata": {}, + "outputs": [], + "source": [ + "# Creating time chunks as individual cases\n", + "K = 5" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "d5523cb9", + "metadata": {}, + "outputs": [], + "source": [ + "# Waterlevels\n", + "waterlevels_forcing = pd.read_pickle(\"inputs/waterlevels.pkl\")\n", + "\n", + "time_chunks = np.array_split(waterlevels_forcing.index.sort_values().unique(), K)\n", + "time_bounds = [(edge[0], edge[-1]) for edge in time_chunks]\n", + "\n", + "waterlevels_forcing = np.array_split(waterlevels_forcing, K)\n", + "\n", + "slowly_waterlevel = [\n", + " pd.DataFrame(i[\"Msetup\"]).set_axis([0], axis=1) for i in waterlevels_forcing\n", + "]\n", + "quickly_waterlevel = [\n", + " pd.DataFrame(i[\"Hig\"]).set_axis([0], axis=1) for i in waterlevels_forcing\n", + "]" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "592f477d", + "metadata": {}, + "outputs": [], + "source": [ + "# Precipitation\n", + "precipitation_forcing = xr.open_dataset(\"inputs/precipitation.nc\")\n", + "precipitation_forcing = precipitation_forcing.rio.write_crs(\"epsg:4326\")\n", + "precipitation_forcing = precipitation_forcing.sortby(\"time\")\n", + "\n", + "precipitation_forcing = [\n", + " precipitation_forcing.sel(time=slice(str(start), str(end)))\n", + " for start, end in time_bounds\n", + "]" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "0855f806", + "metadata": {}, + "outputs": [], + "source": [ + "metamodel_parameters = {\n", + " \"precipitation_forcing\": precipitation_forcing,\n", + " \"slowly_waterlevel_forcing\": slowly_waterlevel,\n", + " \"quickly_waterlevel_forcing\": quickly_waterlevel,\n", + "}" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "12c34008", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2025-10-02 03:40:51,291 - SfincsAlbaModelWrapper - WARNING - Parameter precipitation_forcing is not in the default_parameters\n", + "2025-10-02 03:40:51,293 - SfincsAlbaModelWrapper - WARNING - Parameter slowly_waterlevel_forcing is not in the default_parameters\n", + "2025-10-02 03:40:51,339 - SfincsAlbaModelWrapper - WARNING - Parameter quickly_waterlevel_forcing is not in the default_parameters\n" + ] + } + ], + "source": [ + "from bluemath_tk.wrappers.sfincs.sfincs_wrapper import SfincsModelWrapper\n", + "\n", + "sfincs_model = SfincsModelWrapper(\n", + " templates_dir=\"templates\",\n", + " metamodel_parameters=metamodel_parameters,\n", + " fixed_parameters=fixed_parameters,\n", + " output_dir=\"CASES\",\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "b83fb3a2", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Model dir already exists and files might be overwritten: /home/ibbisin0/globus/ricondal/Bluemath_Github/BlueMath/methods/dynamical_downscaling/SfincsExample/Alba_CASES/0000/gis.\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Model dir already exists and files might be overwritten: /home/ibbisin0/globus/ricondal/Bluemath_Github/BlueMath/methods/dynamical_downscaling/SfincsExample/Alba_CASES/0001/gis.\n", + "Model dir already exists and files might be overwritten: /home/ibbisin0/globus/ricondal/Bluemath_Github/BlueMath/methods/dynamical_downscaling/SfincsExample/Alba_CASES/0002/gis.\n", + "Model dir already exists and files might be overwritten: /home/ibbisin0/globus/ricondal/Bluemath_Github/BlueMath/methods/dynamical_downscaling/SfincsExample/Alba_CASES/0003/gis.\n", + "Model dir already exists and files might be overwritten: /home/ibbisin0/globus/ricondal/Bluemath_Github/BlueMath/methods/dynamical_downscaling/SfincsExample/Alba_CASES/0004/gis.\n" + ] + } + ], + "source": [ + "sfincs_model.build_cases()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "f08271ab", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2025-10-02 03:18:10,417 - SfincsAlbaModelWrapper - ERROR - Error running command: docker run --rm -v .:/case_dir -w /case_dir deltares/sfincs-cpu\n", + "2025-10-02 03:18:10,418 - SfincsAlbaModelWrapper - ERROR - Error: Command 'docker run --rm -v .:/case_dir -w /case_dir deltares/sfincs-cpu' returned non-zero exit status 2.\n", + "2025-10-02 03:18:13,839 - SfincsAlbaModelWrapper - ERROR - Error running command: docker run --rm -v .:/case_dir -w /case_dir deltares/sfincs-cpu\n", + "2025-10-02 03:18:13,840 - SfincsAlbaModelWrapper - ERROR - Error: Command 'docker run --rm -v .:/case_dir -w /case_dir deltares/sfincs-cpu' returned non-zero exit status 2.\n", + "2025-10-02 03:18:16,976 - SfincsAlbaModelWrapper - ERROR - Error running command: docker run --rm -v .:/case_dir -w /case_dir deltares/sfincs-cpu\n", + "2025-10-02 03:18:16,976 - SfincsAlbaModelWrapper - ERROR - Error: Command 'docker run --rm -v .:/case_dir -w /case_dir deltares/sfincs-cpu' returned non-zero exit status 2.\n", + "2025-10-02 03:18:20,365 - SfincsAlbaModelWrapper - ERROR - Error running command: docker run --rm -v .:/case_dir -w /case_dir deltares/sfincs-cpu\n", + "2025-10-02 03:18:20,365 - SfincsAlbaModelWrapper - ERROR - Error: Command 'docker run --rm -v .:/case_dir -w /case_dir deltares/sfincs-cpu' returned non-zero exit status 2.\n", + "2025-10-02 03:18:23,651 - SfincsAlbaModelWrapper - ERROR - Error running command: docker run --rm -v .:/case_dir -w /case_dir deltares/sfincs-cpu\n", + "2025-10-02 03:18:23,651 - SfincsAlbaModelWrapper - ERROR - Error: Command 'docker run --rm -v .:/case_dir -w /case_dir deltares/sfincs-cpu' returned non-zero exit status 2.\n" + ] + } + ], + "source": [ + "sfincs_model.run_cases(launcher=\"docker\")" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "bluemath-dev", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.11" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} From 6258a76e2af17d00e5d8ec03c7773caab058f06e Mon Sep 17 00:00:00 2001 From: pupicvuriljm <134402529+pupicvuriljm@users.noreply.github.com> Date: Thu, 2 Oct 2025 15:27:09 +0200 Subject: [PATCH 08/31] create inputs folder --- .../statistical_downscaling/ExtremeEventClassification/inputs | 1 + 1 file changed, 1 insertion(+) create mode 100644 methods/statistical_downscaling/ExtremeEventClassification/inputs diff --git a/methods/statistical_downscaling/ExtremeEventClassification/inputs b/methods/statistical_downscaling/ExtremeEventClassification/inputs new file mode 100644 index 00000000..8b137891 --- /dev/null +++ b/methods/statistical_downscaling/ExtremeEventClassification/inputs @@ -0,0 +1 @@ + From abd79dcad190140200503f50a8ed069d862cf1dd Mon Sep 17 00:00:00 2001 From: pupicvuriljm <134402529+pupicvuriljm@users.noreply.github.com> Date: Thu, 2 Oct 2025 15:33:05 +0200 Subject: [PATCH 09/31] delete wrong upload --- .../statistical_downscaling/ExtremeEventClassification/inputs | 1 - 1 file changed, 1 deletion(-) delete mode 100644 methods/statistical_downscaling/ExtremeEventClassification/inputs diff --git a/methods/statistical_downscaling/ExtremeEventClassification/inputs b/methods/statistical_downscaling/ExtremeEventClassification/inputs deleted file mode 100644 index 8b137891..00000000 --- a/methods/statistical_downscaling/ExtremeEventClassification/inputs +++ /dev/null @@ -1 +0,0 @@ - From 9ff5e51fb213f62379d33e8a79e9480a072156c0 Mon Sep 17 00:00:00 2001 From: pupicvuriljm <134402529+pupicvuriljm@users.noreply.github.com> Date: Thu, 2 Oct 2025 15:40:10 +0200 Subject: [PATCH 10/31] add inputs folder and stations_info.csv --- .../inputs/stations_info.csv | 17 +++++++++++++++++ 1 file changed, 17 insertions(+) create mode 100644 methods/statistical_downscaling/ExtremeEventClassification/inputs/stations_info.csv diff --git a/methods/statistical_downscaling/ExtremeEventClassification/inputs/stations_info.csv b/methods/statistical_downscaling/ExtremeEventClassification/inputs/stations_info.csv new file mode 100644 index 00000000..78e29e1d --- /dev/null +++ b/methods/statistical_downscaling/ExtremeEventClassification/inputs/stations_info.csv @@ -0,0 +1,17 @@ +station,lon,lat,p70,p99 +Huibertgat,6.398433,53.573748,0.095108693,0.900050781 +Schiermonnikoog,6.202908,53.468935,0.09370667,1.000464073 +Eemshaven,6.828392,53.448699,0.096512522,1.062969726 +Nes,5.758907,53.429936,0.092642083,1.003521423 +Lauwersoog,6.196952,53.408684,0.093626399,1.033275285 +West_Terschelling,5.220026,53.363043,0.08523915,0.87967898 +Vlieland_Haven,5.091456,53.296125,0.08148783,0.851187467 +Harlingen,5.409342,53.175632,0.093081892,1.032931632 +Oudeschild,4.850192,53.038833,0.086672351,0.878051127 +Den_Helder,4.74499,52.964357,0.085310047,0.830806772 +Petten_Zuid,4.649702,52.772657,0.095584411,0.823620217 +Scheveningen,4.263563,52.099033,0.088563383,0.833139696 +Hoek_van_Holland,4.119881,51.977572,0.082166127,0.765547873 +Brouwershavensche_Gat_08,3.811483,51.750754,0.088005961,0.87127408 +Westkapelle,3.440031,51.521445,0.087056742,0.780670797 +Cadzand,3.376275,51.379296,0.089183834,0.78737421 \ No newline at end of file From f6682a84748e5e2fd4ecc6688664e08370768d04 Mon Sep 17 00:00:00 2001 From: pupicvuriljm <134402529+pupicvuriljm@users.noreply.github.com> Date: Thu, 2 Oct 2025 16:14:26 +0200 Subject: [PATCH 11/31] upload README.md --- .../ExtremeEventClassification/README.md | 34 +++++++++++++++++++ 1 file changed, 34 insertions(+) create mode 100644 methods/statistical_downscaling/ExtremeEventClassification/README.md diff --git a/methods/statistical_downscaling/ExtremeEventClassification/README.md b/methods/statistical_downscaling/ExtremeEventClassification/README.md new file mode 100644 index 00000000..15c16edc --- /dev/null +++ b/methods/statistical_downscaling/ExtremeEventClassification/README.md @@ -0,0 +1,34 @@ + +# Extreme Event Classification + +Framework for extreme event type classification from +> Pupić Vurilj, M. et al. *Storm surge hydrographs from historical observations of sea level along the Dutch North Sea coast.* Nat Hazards (2025). [https://doi.org/10.1007/s11069-025-07351-8](https://doi.org/10.1007/s11069-025-07351-8) + +The framework consists of four notebooks: + +#### 1. GESLA extract variables +Notebook to extract all necessary variables from the [GESLA-3 dataset](https://gesla787883612.wordpress.com/). + +#### 2. Extremes +Notebook to extract extreme events using Peak Over Threshold (POT). + +#### 3. Event types +Notebook to normalise storm surge hydrographs and perform clustering. + +#### 4. Characterisation +Notebook to characterise event types. + +## Installation + +The notebook 01_GESLA_extract_variables.ipynb requires the [Utide package](https://github.com/wesleybowman/UTide). UTide depends on a specific version of SciPy to function properly. + +``` + pip uninstall scipy + pip install scipy==1.11.4 + pip install utide +``` + +## Authors + +- [@pupicvuriljm](https://github.com/pupicvuriljm) + From 214aca1d3e32796f68bbc6f1f6547128244f6b7d Mon Sep 17 00:00:00 2001 From: Ayoola Apolola Date: Thu, 2 Oct 2025 17:06:42 +0200 Subject: [PATCH 12/31] [AA] working version of nonstat gev --- .../Ayoola_Time_dependent_GEV.ipynb | 543 ++++++++++++++++++ 1 file changed, 543 insertions(+) create mode 100644 toolkit/distributions/Non_stationary_GEV/Ayoola_Time_dependent_GEV.ipynb diff --git a/toolkit/distributions/Non_stationary_GEV/Ayoola_Time_dependent_GEV.ipynb b/toolkit/distributions/Non_stationary_GEV/Ayoola_Time_dependent_GEV.ipynb new file mode 100644 index 00000000..53dbf2ea --- /dev/null +++ b/toolkit/distributions/Non_stationary_GEV/Ayoola_Time_dependent_GEV.ipynb @@ -0,0 +1,543 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": null, + "id": "98ecd696", + "metadata": {}, + "outputs": [], + "source": [ + "import glob\n", + "import numpy as np\n", + "import pandas as pd\n", + "from scipy import signal\n", + "from functools import reduce\n", + "from bluemath_tk.distributions.nonstat_gev import NonStatGEV" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "24ed1fda", + "metadata": {}, + "outputs": [], + "source": [ + "def extract_number(filename):\n", + " return int(''.join(filter(str.isdigit, filename)))\n", + "\n", + "station_files = glob.glob('/home/aapolola/prjs0911/GTSM_ERA5_Extension/sksurge_parquets/*.parquet')\n", + "station_files.sort(key=extract_number)\n", + "print(station_files)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "dc79a7bf", + "metadata": {}, + "outputs": [], + "source": [ + "def run_regression(X, y):\n", + " X_const = sm.add_constant(X)\n", + " model = sm.OLS(y, X_const).fit()\n", + " \n", + " dw_test = durbin_watson(model.resid)\n", + " omnibus_stat, omnibus_p = omni_normtest(model.resid)\n", + " \n", + " return model, X_const, dw_test, omnibus_p, y" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "4404183e", + "metadata": {}, + "outputs": [], + "source": [ + "def check_normality(omnibus_p):\n", + " if omnibus_p < 0.05:\n", + " print(\"Residuals not normal (Omnibus).\")\n", + " return False # Residuals are not normal\n", + " else:\n", + " print(\"Residuals appear normal (Omnibus).\")\n", + " return True # Residuals are normal" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "3b27710f", + "metadata": {}, + "outputs": [], + "source": [ + "def summarize_model(model, X_const):\n", + " \n", + " param_names = X_const.columns\n", + " \n", + " params = pd.Series(model.params, index=param_names)\n", + " std_errors = pd.Series(model.bse, index=param_names)\n", + " p_values = pd.Series(model.pvalues, index=param_names)\n", + "\n", + " summary = {\n", + " 'intercept': params['const'] if 'const' in param_names else np.nan,\n", + " 'r_squared': model.rsquared,\n", + " 'adj_r_squared': model.rsquared_adj, \n", + " 'f_statistic': getattr(model, 'fvalue', np.nan),\n", + " 'f_pvalue': getattr(model, 'f_pvalue', np.nan),\n", + " 'model_summary': model.summary()\n", + " }\n", + "\n", + " for name in params.index:\n", + " if name != 'const':\n", + " summary[f'slope_{name}'] = params[name]\n", + " summary[f'p_value_{name}'] = p_values[name]\n", + " summary[f'CI_{name}'] = std_errors[name] * 1.96\n", + " return summary" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "fd25f0da", + "metadata": {}, + "outputs": [], + "source": [ + "one_station = station_files[3915] \n", + "data = pd.read_parquet(one_station)\n", + "data" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "53096749", + "metadata": {}, + "outputs": [], + "source": [ + "data = data [['surge_time','skew_surge']]\n", + "data" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "2bc181af", + "metadata": {}, + "outputs": [], + "source": [ + "data = data[~((data['surge_time'] >= '1950-01-01') & \n", + " (data['surge_time'] <= '1950-01-04'))]\n", + "data = data[~((data['surge_time'] >= '2021-03-09') & \n", + " (data['surge_time'] < '2021-03-10'))]\n", + "data = data.reset_index(drop=True)\n", + "\n", + "data['detrended_surge'] = signal.detrend(data['skew_surge'])\n", + "data" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "1167b681", + "metadata": {}, + "outputs": [], + "source": [ + "data['Year'] = data['surge_time'].dt.year\n", + "data['Month'] = data['surge_time'].dt.month\n", + "data['Month_name'] = data['surge_time'].dt.month_name().str[:3]\n", + "data.set_index(\"surge_time\", inplace=True)\n", + "data" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "0bd29ac8", + "metadata": {}, + "outputs": [], + "source": [ + "Annual_quant = data['detrended_surge'].resample('YE').max().reset_index()\n", + "Annual_quant['Year'] = Annual_quant['surge_time'].dt.year\n", + "print(f\"Annual quantiles:\\n{Annual_quant}\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "875b191c", + "metadata": {}, + "outputs": [], + "source": [ + "data_monthly_maxima_idxs = data.resample(\"YE\")[\"detrended_surge\"].idxmax()\n", + "data_monthly_maxima_idxs" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "953329eb", + "metadata": {}, + "outputs": [], + "source": [ + "data_monthly_maxima = data.loc[data_monthly_maxima_idxs]\n", + "data_monthly_maxima" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "89357b5b", + "metadata": {}, + "outputs": [], + "source": [ + "climate_files = sorted(glob.glob('/home/aapolola/prjs0911/GTSM_ERA5_Extension/Climate_indices/*.txt'))\n", + "print (climate_files)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "a20e0e6c", + "metadata": {}, + "outputs": [], + "source": [ + "pd.set_option('display.expand_frame_repr', False) " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "e99d41cc", + "metadata": {}, + "outputs": [], + "source": [ + "indices =['AMM', 'AO', 'Nao', 'Nino1+2_anom', 'Nino3_4_anom', 'Nino3_anom', 'Nino4_anom', 'ONI', 'PNA', 'SOI', 'WHWP', 'WP', 'PDO']\n", + "name_indices = ['Atlantic Multidecadal Oscilliation', 'Arctic Oscilliation', 'North Atlantic Oscilliation', 'Extreme Eastern Tropical Pacific SST',\n", + " 'East Central Tropical Pacific SST', 'Eastern Tropical Pacific SST', 'Central Tropical Pacific SST', 'Oceanic Nino Index',\n", + " 'Pacific North American Index', 'Southern Oscilliation Index', 'Western Hemisphere Warm Pool', 'Western Pacific Index', 'Pacific decadal oscillation']\n", + "dfs = {}\n", + "for mode, file in zip(indices, climate_files):\n", + " df = pd.read_fwf(file, skiprows=1, header=None)\n", + " df.columns = [\"Year\", \"Jan\", \"Feb\", \"Mar\", \"Apr\", \"May\", \"Jun\", \"Jul\", \"Aug\", \"Sep\", \"Oct\", \"Nov\", \"Dec\"]\n", + " df['mean'] = df.loc[:, 'Jan':'Dec'].mean(axis=1)\n", + " dfs[mode] = df[['Year','mean']] \n", + "print(dfs)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "c8729527", + "metadata": {}, + "outputs": [], + "source": [ + "dfs.items()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "19552996", + "metadata": {}, + "outputs": [], + "source": [ + "melted_dfs = []\n", + "for mode, df in dfs.items():\n", + " df_long = df.melt(id_vars='Year', var_name='Mean', value_name=mode) # value_name = mode name\n", + " melted_dfs.append(df_long)\n", + "melted_dfs" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "68dc2212", + "metadata": {}, + "outputs": [], + "source": [ + "merged_indices = reduce(lambda left, right: pd.merge(left, right, on=['Year', 'Mean']), melted_dfs)\n", + "merged_indices = merged_indices.drop(columns=['Mean'])\n", + "merged_indices" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "b7169e45", + "metadata": {}, + "outputs": [], + "source": [ + "data.set_index(\"surge_time\", inplace=True)\n", + "data.index = pd.to_datetime(data.index)\n", + "data[\"year\"] = data.index.year\n", + "data[\"month\"] = data.index.month\n", + "data[\"day\"] = data.index.day\n", + "data[\"hour\"] = data.index.hour\n", + "data[\"minute\"] = data.index.minute\n", + "data[\"second\"] = data.index.second\n", + "data" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "b2b30ce1", + "metadata": {}, + "outputs": [], + "source": [ + "data_monthly_maxima_idxs = data.resample(\"M\")[\"detrended_surge\"].idxmax()\n", + "data_monthly_maxima_idxs\n", + "data_monthly_maxima = data.loc[data_monthly_maxima_idxs]\n", + "data_monthly_maxima" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "656b223e", + "metadata": {}, + "outputs": [], + "source": [ + "'''\n", + "data_monthly_maxima = data_monthly_maxima.reset_index()\n", + "data_monthly_maxima\n", + "'''" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "2a2adb2a", + "metadata": {}, + "outputs": [], + "source": [ + "'''\n", + "dupli = data_monthly_maxima.duplicated(subset=[\"surge_time\"])\n", + "print(f\"Number of duplicate entries: {dupli.sum()}\")\n", + "dat = data_monthly_maxima[dupli]\n", + "dat\n", + "'''" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "612d2a60", + "metadata": {}, + "outputs": [], + "source": [ + "data_monthly_maxima.detrended_surge.plot(figsize=(14, 7))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "f0a23e33", + "metadata": {}, + "outputs": [], + "source": [ + "days_in_month = {\n", + " 1: 31,\n", + " 2: 28.25,\n", + " 3: 31,\n", + " 4: 30,\n", + " 5: 31,\n", + " 6: 30,\n", + " 7: 31,\n", + " 8: 31,\n", + " 9: 30,\n", + " 10: 31,\n", + " 11: 30,\n", + " 12: 31,\n", + "}\n", + "days_in_month" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "10eb73bd", + "metadata": {}, + "outputs": [], + "source": [ + "data_monthly_maxima" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "660288dd", + "metadata": {}, + "outputs": [], + "source": [ + "data_monthly_maxima[\"time\"] = (\n", + " data_monthly_maxima[\"year\"]\n", + " - np.min(data_monthly_maxima[\"year\"])\n", + " + (data_monthly_maxima[\"month\"] - 1) / 12\n", + " + data_monthly_maxima[\"day\"] / data_monthly_maxima[\"month\"].map(days_in_month) / 12\n", + ")\n", + "data_monthly_maxima" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "baf67e52", + "metadata": {}, + "outputs": [], + "source": [ + "\n", + "data_monthly_maxima_idxs = data_monthly_maxima.resample(\"Y\")[\"skew_surge\"].idxmax()\n", + "data_monthly_maxima_idxs\n", + "data_annual_maxima = data_monthly_maxima.loc[data_monthly_maxima_idxs]\n", + "data_annual_maxima\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "606328c2", + "metadata": {}, + "outputs": [], + "source": [ + "data_annual_maxima.plot(x=\"year\", y=\"skew_surge\", figsize=(14, 7))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "23dfd566", + "metadata": {}, + "outputs": [], + "source": [ + "data_monthly_maxima = data_monthly_maxima.reset_index()\n", + "data_monthly_maxima" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "dfc8567a", + "metadata": {}, + "outputs": [], + "source": [ + "climate_files = '/home/aapolola/prjs0911/GTSM_ERA5_Extension/Climate_indices/NaoJones.txt'\n", + "df = pd.read_fwf(climate_files, skiprows=1, header=None)\n", + "df" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "57a167a7", + "metadata": {}, + "outputs": [], + "source": [ + "df.columns = [\"Year\", \"Jan\", \"Feb\", \"Mar\", \"Apr\", \"May\", \"Jun\", \"Jul\", \"Aug\", \"Sep\", \"Oct\", \"Nov\", \"Dec\"]\n", + "df['centile99.5'] = df.loc[:, 'Jan':'Dec'].mean(axis=1)\n", + "nf = df[['Year','centile99.5']] \n", + "nf" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "bf6e69ce", + "metadata": {}, + "outputs": [], + "source": [ + "nf.set_index(\"Year\", inplace=True)\n", + "nf" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "bd782983", + "metadata": {}, + "outputs": [], + "source": [ + "nonstatgev = NonStatGEV(\n", + " xt=data_annual_maxima[\"detrended_surge\"].values,\n", + " t=data_annual_maxima[\"time\"].values,\n", + " covariates=nf,\n", + " harms=False,\n", + " trends=False,\n", + " var_name=\"skew_surge\",\n", + ")\n", + "nonstatgev" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "88b0c091", + "metadata": {}, + "outputs": [], + "source": [ + "nonstatgev.fit(\n", + " nmu=0, # Harmonics in location\n", + " npsi=0, # Harmonics in scale\n", + " ngamma=0, # Harmonics in shape\n", + " ntrend_loc=0, # Trend in location\n", + " list_loc=\"all\", # List of covariates in location (if \"all\" all covariates are used)\n", + " ntrend_sc=0, # Trend in scale\n", + " list_sc=\"all\", # List of covariates in scale (if \"all\" all covariates are used)\n", + " ntrend_sh=0, # Trend in shape\n", + " list_sh=\"all\" # List of covariates in shape (if \"all\" all covariates are used)\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "45419816", + "metadata": {}, + "outputs": [], + "source": [ + "nonstatgev.plot()\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "c4ba83ca", + "metadata": {}, + "outputs": [], + "source": [ + "nonstatgev.ngamma" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "2db83722", + "metadata": {}, + "outputs": [], + "source": [ + "nonstatgev.summary()" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.5" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} From e52535c164875a1a689ea69c9df0f25341f0b908 Mon Sep 17 00:00:00 2001 From: Javier Tausia Hoyal Date: Mon, 6 Oct 2025 16:48:24 +0200 Subject: [PATCH 13/31] [JTH] move dummy example to Dummy folder for the moment --- toolkit/wrappers/Dummy/DummyExample.ipynb | 262 ++++++++++++++++++ toolkit/wrappers/Dummy/templates/example_file | 1 + toolkit/wrappers/Dummy/templates/test.inp | 41 +++ 3 files changed, 304 insertions(+) create mode 100644 toolkit/wrappers/Dummy/DummyExample.ipynb create mode 100644 toolkit/wrappers/Dummy/templates/example_file create mode 100644 toolkit/wrappers/Dummy/templates/test.inp diff --git a/toolkit/wrappers/Dummy/DummyExample.ipynb b/toolkit/wrappers/Dummy/DummyExample.ipynb new file mode 100644 index 00000000..2a13e44a --- /dev/null +++ b/toolkit/wrappers/Dummy/DummyExample.ipynb @@ -0,0 +1,262 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# BlueMath-tk Model Wrapper Tutorial: Parametric Study Setup\n", + "\n", + "This notebook demonstrates how to use BlueMath-tk's Model Wrapper system to set up and execute parametric studies with numerical models. We'll use `DummyModelWrapper` as an example, but the same principles apply to real model wrappers like SWASH, SWAN, Delft3D, etc." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 1. Define Parameter Space\n", + "\n", + "The first step is defining the parameter space for our study. Each parameter can have multiple values that we want to test in different combinations." + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'manning': [1, 2, 3], 'alpha': [4, 5, 6], 'dy': [0.1, 0.2]}" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "metamodel_parameters = {\n", + " \"manning\": [1, 2, 3], # Manning roughness coefficient values\n", + " \"alpha\": [4, 5, 6], # Alpha parameter values\n", + " \"dy\": [0.1, 0.2], # Grid spacing values\n", + "}\n", + "metamodel_parameters" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 2. Set Up Directory Structure and Fixed Parameters\n", + "\n", + "Define where templates are stored, where outputs should go, and any parameters that remain constant across all model runs." + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Templates directory: /home/tausiaj/GitHub-GeoOcean/BlueMath/toolkit/wrappers/templates\n", + "Output directory: /home/tausiaj/GitHub-GeoOcean/BlueMath/toolkit/wrappers/outputs\n", + "Fixed parameters: {'advection': 1}\n" + ] + } + ], + "source": [ + "import os\n", + "\n", + "root_dir = os.getcwd() # Use current working directory as root directory\n", + "templates_dir = os.path.join(\n", + " root_dir, \"templates\"\n", + ") # Directory containing input file templates\n", + "output_dir = os.path.join(root_dir, \"outputs\") # Directory for model outputs\n", + "fixed_parameters = {\"advection\": 1} # Parameters that don't vary\n", + "\n", + "print(f\"Templates directory: {templates_dir}\")\n", + "print(f\"Output directory: {output_dir}\")\n", + "print(f\"Fixed parameters: {fixed_parameters}\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 3. Initialize the Model Wrapper\n", + "\n", + "Create an instance of the model wrapper with our configuration. The wrapper will handle case generation, template rendering, and model execution." + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [], + "source": [ + "from bluemath_tk.wrappers._base_wrappers import DummyModelWrapper\n", + "\n", + "\n", + "class ChangedDummyModelWrapper(DummyModelWrapper):\n", + " \"\"\"\n", + " This is a dummy model wrapper that changes the nmax parameter.\n", + " \"\"\"\n", + " \n", + " def build_case(self, case_dir: str, case_context: dict):\n", + " \"\"\"\n", + " YOUR build_case() method.\n", + " \"\"\"\n", + "\n", + " case_context[\"nmax\"] = 0.5 * case_context[\"dy\"]\n", + "\n", + " def postprocess_case(self, **kwargs) -> None:\n", + " \"\"\"\n", + " YOUR postprocess_case() method.\n", + " \"\"\"\n", + "\n", + " pass" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [], + "source": [ + "waves_model = DummyModelWrapper(\n", + " templates_dir=templates_dir,\n", + " metamodel_parameters=metamodel_parameters,\n", + " fixed_parameters=fixed_parameters,\n", + " output_dir=output_dir,\n", + ")\n", + "\n", + "waves_model.build_cases(\n", + " mode=\"all_combinations\",\n", + " cases_name_format=lambda ctx: f\"M_{ctx.get('manning')}_A_{ctx.get('alpha')}_DY_{ctx.get('dy')}\",\n", + ")\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Display the first 5 case directories created for each case generated by the parametric model." + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['/home/tausiaj/GitHub-GeoOcean/BlueMath/toolkit/wrappers/outputs/M_1_A_4_DY_0.1',\n", + " '/home/tausiaj/GitHub-GeoOcean/BlueMath/toolkit/wrappers/outputs/M_1_A_4_DY_0.2',\n", + " '/home/tausiaj/GitHub-GeoOcean/BlueMath/toolkit/wrappers/outputs/M_1_A_5_DY_0.1',\n", + " '/home/tausiaj/GitHub-GeoOcean/BlueMath/toolkit/wrappers/outputs/M_1_A_5_DY_0.2',\n", + " '/home/tausiaj/GitHub-GeoOcean/BlueMath/toolkit/wrappers/outputs/M_1_A_6_DY_0.1']" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "waves_model.cases_dirs[:5]\n", + "\n", + "# Uncomment if you want to see the id assigned to each case context\n", + "# dict(enumerate(hurrywaves_model.cases_dirs[:5])) # Display the first 5 case directories for verification" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "`waves_model.cases_context` stores a list of dictionaries, where each dictionary represents the set of parameters (both variable and fixed) used to generate a specific case in the parametric study. This allows easy access to the parameter values for each generated case." + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[{'manning': 1, 'alpha': 4, 'dy': 0.1, 'case_num': 0, 'advection': 1},\n", + " {'manning': 1, 'alpha': 4, 'dy': 0.2, 'case_num': 1, 'advection': 1},\n", + " {'manning': 1, 'alpha': 5, 'dy': 0.1, 'case_num': 2, 'advection': 1},\n", + " {'manning': 1, 'alpha': 5, 'dy': 0.2, 'case_num': 3, 'advection': 1},\n", + " {'manning': 1, 'alpha': 6, 'dy': 0.1, 'case_num': 4, 'advection': 1}]" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "waves_model.cases_context[:5]\n", + "\n", + "# Uncomment if you want to see the id assigned to each case context\n", + "# dict(enumerate(hurrywaves_model.cases_context[:5]))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 4. Execute Model Runs in Bulk\n", + "\n", + "The `run_cases_bulk()` method executes all cases using a single command. Here we're using SLURM's job array feature to run cases in parallel on a cluster." + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Bulk execution command submitted!\n" + ] + } + ], + "source": [ + "# Execute all cases using SLURM job arrays\n", + "# waves_model.run_cases_bulk(launcher=\"sbatch --array=0-799 launcher.sh\")\n", + "# waves_model.run_cases(launcher=\"sfincs\")\n", + "\n", + "print(\"Bulk execution command submitted!\")" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "bluemath-dev", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.8" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/toolkit/wrappers/Dummy/templates/example_file b/toolkit/wrappers/Dummy/templates/example_file new file mode 100644 index 00000000..56b53d56 --- /dev/null +++ b/toolkit/wrappers/Dummy/templates/example_file @@ -0,0 +1 @@ +This file do not have patters to substitute so it is copy as it is \ No newline at end of file diff --git a/toolkit/wrappers/Dummy/templates/test.inp b/toolkit/wrappers/Dummy/templates/test.inp new file mode 100644 index 00000000..5c2bc93e --- /dev/null +++ b/toolkit/wrappers/Dummy/templates/test.inp @@ -0,0 +1,41 @@ +x0 = 0 +y0 = 0 +mmax = 100 +nmax = {{nmax}} +dx = 100 +dy = {{dy}} +rotation = 0 + +tref = 20221116 000000 +tstart = 20221116 180000 +tstop = 20221116 235959 + +depfile = sfincs.dep +mskfile = sfincs.msk +indexfile = sfincs.ind + +bndfile = sfincs.bnd +bzsfile = sfincs.bzs +spwfile = sfincs.spw +srcfile = sfincs.src +disfile = sfincs.dis + +advection = {{advection}} +alpha = {{alpha}} +huthresh = 0.05 +manning = {{manning}} +theta = 1.0 +qinf = 0.0 +viscosity = 1 + +dtout = 3600 +dtmaxout = 86400 +dthisout = 600 + +inputformat = bin +outputformat = net + +obsfile = sfincs.obs + +storecumprcp = 1 +storevelmax = 1 \ No newline at end of file From c6da7b7bdce854b63b708edb09711b92bb623eb2 Mon Sep 17 00:00:00 2001 From: Javier Tausia Hoyal Date: Mon, 6 Oct 2025 16:50:24 +0200 Subject: [PATCH 14/31] [JTH] remove moved dummy example for wrappers --- toolkit/wrappers/DummyExample.ipynb | 262 ------------------------ toolkit/wrappers/templates/example_file | 1 - toolkit/wrappers/templates/test.inp | 41 ---- 3 files changed, 304 deletions(-) delete mode 100644 toolkit/wrappers/DummyExample.ipynb delete mode 100644 toolkit/wrappers/templates/example_file delete mode 100644 toolkit/wrappers/templates/test.inp diff --git a/toolkit/wrappers/DummyExample.ipynb b/toolkit/wrappers/DummyExample.ipynb deleted file mode 100644 index 2a13e44a..00000000 --- a/toolkit/wrappers/DummyExample.ipynb +++ /dev/null @@ -1,262 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# BlueMath-tk Model Wrapper Tutorial: Parametric Study Setup\n", - "\n", - "This notebook demonstrates how to use BlueMath-tk's Model Wrapper system to set up and execute parametric studies with numerical models. We'll use `DummyModelWrapper` as an example, but the same principles apply to real model wrappers like SWASH, SWAN, Delft3D, etc." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## 1. Define Parameter Space\n", - "\n", - "The first step is defining the parameter space for our study. Each parameter can have multiple values that we want to test in different combinations." - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "{'manning': [1, 2, 3], 'alpha': [4, 5, 6], 'dy': [0.1, 0.2]}" - ] - }, - "execution_count": 9, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "metamodel_parameters = {\n", - " \"manning\": [1, 2, 3], # Manning roughness coefficient values\n", - " \"alpha\": [4, 5, 6], # Alpha parameter values\n", - " \"dy\": [0.1, 0.2], # Grid spacing values\n", - "}\n", - "metamodel_parameters" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## 2. Set Up Directory Structure and Fixed Parameters\n", - "\n", - "Define where templates are stored, where outputs should go, and any parameters that remain constant across all model runs." - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Templates directory: /home/tausiaj/GitHub-GeoOcean/BlueMath/toolkit/wrappers/templates\n", - "Output directory: /home/tausiaj/GitHub-GeoOcean/BlueMath/toolkit/wrappers/outputs\n", - "Fixed parameters: {'advection': 1}\n" - ] - } - ], - "source": [ - "import os\n", - "\n", - "root_dir = os.getcwd() # Use current working directory as root directory\n", - "templates_dir = os.path.join(\n", - " root_dir, \"templates\"\n", - ") # Directory containing input file templates\n", - "output_dir = os.path.join(root_dir, \"outputs\") # Directory for model outputs\n", - "fixed_parameters = {\"advection\": 1} # Parameters that don't vary\n", - "\n", - "print(f\"Templates directory: {templates_dir}\")\n", - "print(f\"Output directory: {output_dir}\")\n", - "print(f\"Fixed parameters: {fixed_parameters}\")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## 3. Initialize the Model Wrapper\n", - "\n", - "Create an instance of the model wrapper with our configuration. The wrapper will handle case generation, template rendering, and model execution." - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [], - "source": [ - "from bluemath_tk.wrappers._base_wrappers import DummyModelWrapper\n", - "\n", - "\n", - "class ChangedDummyModelWrapper(DummyModelWrapper):\n", - " \"\"\"\n", - " This is a dummy model wrapper that changes the nmax parameter.\n", - " \"\"\"\n", - " \n", - " def build_case(self, case_dir: str, case_context: dict):\n", - " \"\"\"\n", - " YOUR build_case() method.\n", - " \"\"\"\n", - "\n", - " case_context[\"nmax\"] = 0.5 * case_context[\"dy\"]\n", - "\n", - " def postprocess_case(self, **kwargs) -> None:\n", - " \"\"\"\n", - " YOUR postprocess_case() method.\n", - " \"\"\"\n", - "\n", - " pass" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [], - "source": [ - "waves_model = DummyModelWrapper(\n", - " templates_dir=templates_dir,\n", - " metamodel_parameters=metamodel_parameters,\n", - " fixed_parameters=fixed_parameters,\n", - " output_dir=output_dir,\n", - ")\n", - "\n", - "waves_model.build_cases(\n", - " mode=\"all_combinations\",\n", - " cases_name_format=lambda ctx: f\"M_{ctx.get('manning')}_A_{ctx.get('alpha')}_DY_{ctx.get('dy')}\",\n", - ")\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Display the first 5 case directories created for each case generated by the parametric model." - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "['/home/tausiaj/GitHub-GeoOcean/BlueMath/toolkit/wrappers/outputs/M_1_A_4_DY_0.1',\n", - " '/home/tausiaj/GitHub-GeoOcean/BlueMath/toolkit/wrappers/outputs/M_1_A_4_DY_0.2',\n", - " '/home/tausiaj/GitHub-GeoOcean/BlueMath/toolkit/wrappers/outputs/M_1_A_5_DY_0.1',\n", - " '/home/tausiaj/GitHub-GeoOcean/BlueMath/toolkit/wrappers/outputs/M_1_A_5_DY_0.2',\n", - " '/home/tausiaj/GitHub-GeoOcean/BlueMath/toolkit/wrappers/outputs/M_1_A_6_DY_0.1']" - ] - }, - "execution_count": 13, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "waves_model.cases_dirs[:5]\n", - "\n", - "# Uncomment if you want to see the id assigned to each case context\n", - "# dict(enumerate(hurrywaves_model.cases_dirs[:5])) # Display the first 5 case directories for verification" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "`waves_model.cases_context` stores a list of dictionaries, where each dictionary represents the set of parameters (both variable and fixed) used to generate a specific case in the parametric study. This allows easy access to the parameter values for each generated case." - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "[{'manning': 1, 'alpha': 4, 'dy': 0.1, 'case_num': 0, 'advection': 1},\n", - " {'manning': 1, 'alpha': 4, 'dy': 0.2, 'case_num': 1, 'advection': 1},\n", - " {'manning': 1, 'alpha': 5, 'dy': 0.1, 'case_num': 2, 'advection': 1},\n", - " {'manning': 1, 'alpha': 5, 'dy': 0.2, 'case_num': 3, 'advection': 1},\n", - " {'manning': 1, 'alpha': 6, 'dy': 0.1, 'case_num': 4, 'advection': 1}]" - ] - }, - "execution_count": 14, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "waves_model.cases_context[:5]\n", - "\n", - "# Uncomment if you want to see the id assigned to each case context\n", - "# dict(enumerate(hurrywaves_model.cases_context[:5]))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## 4. Execute Model Runs in Bulk\n", - "\n", - "The `run_cases_bulk()` method executes all cases using a single command. Here we're using SLURM's job array feature to run cases in parallel on a cluster." - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Bulk execution command submitted!\n" - ] - } - ], - "source": [ - "# Execute all cases using SLURM job arrays\n", - "# waves_model.run_cases_bulk(launcher=\"sbatch --array=0-799 launcher.sh\")\n", - "# waves_model.run_cases(launcher=\"sfincs\")\n", - "\n", - "print(\"Bulk execution command submitted!\")" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "bluemath-dev", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.12.8" - } - }, - "nbformat": 4, - "nbformat_minor": 4 -} diff --git a/toolkit/wrappers/templates/example_file b/toolkit/wrappers/templates/example_file deleted file mode 100644 index 56b53d56..00000000 --- a/toolkit/wrappers/templates/example_file +++ /dev/null @@ -1 +0,0 @@ -This file do not have patters to substitute so it is copy as it is \ No newline at end of file diff --git a/toolkit/wrappers/templates/test.inp b/toolkit/wrappers/templates/test.inp deleted file mode 100644 index 5c2bc93e..00000000 --- a/toolkit/wrappers/templates/test.inp +++ /dev/null @@ -1,41 +0,0 @@ -x0 = 0 -y0 = 0 -mmax = 100 -nmax = {{nmax}} -dx = 100 -dy = {{dy}} -rotation = 0 - -tref = 20221116 000000 -tstart = 20221116 180000 -tstop = 20221116 235959 - -depfile = sfincs.dep -mskfile = sfincs.msk -indexfile = sfincs.ind - -bndfile = sfincs.bnd -bzsfile = sfincs.bzs -spwfile = sfincs.spw -srcfile = sfincs.src -disfile = sfincs.dis - -advection = {{advection}} -alpha = {{alpha}} -huthresh = 0.05 -manning = {{manning}} -theta = 1.0 -qinf = 0.0 -viscosity = 1 - -dtout = 3600 -dtmaxout = 86400 -dthisout = 600 - -inputformat = bin -outputformat = net - -obsfile = sfincs.obs - -storecumprcp = 1 -storevelmax = 1 \ No newline at end of file From b412ae5c0dfb3dec39f7034f70e6158c8843b03c Mon Sep 17 00:00:00 2001 From: Javier Tausia Hoyal Date: Mon, 6 Oct 2025 16:51:00 +0200 Subject: [PATCH 15/31] [JTH] add working examples for easy swan and swash usage --- .../Cases_Generation_and_Propagation.ipynb | 1468 +++++++++++++++++ toolkit/wrappers/SWAN_Island/templates/INPUT | 32 + .../Cases_Generation_and_Propagation.ipynb | 764 +++++++++ toolkit/wrappers/SWASH_Reef/templates/INPUT | 56 + 4 files changed, 2320 insertions(+) create mode 100644 toolkit/wrappers/SWAN_Island/Cases_Generation_and_Propagation.ipynb create mode 100644 toolkit/wrappers/SWAN_Island/templates/INPUT create mode 100644 toolkit/wrappers/SWASH_Reef/Cases_Generation_and_Propagation.ipynb create mode 100644 toolkit/wrappers/SWASH_Reef/templates/INPUT diff --git a/toolkit/wrappers/SWAN_Island/Cases_Generation_and_Propagation.ipynb b/toolkit/wrappers/SWAN_Island/Cases_Generation_and_Propagation.ipynb new file mode 100644 index 00000000..301ccf5d --- /dev/null +++ b/toolkit/wrappers/SWAN_Island/Cases_Generation_and_Propagation.ipynb @@ -0,0 +1,1468 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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+       "Dimensions:    (lon: 36, lat: 23)\n",
+       "Coordinates:\n",
+       "  * lon        (lon) float64 288B -3.628 -3.625 -3.622 ... -3.53 -3.527 -3.524\n",
+       "  * lat        (lat) float64 184B 43.55 43.55 43.54 43.54 ... 43.49 43.49 43.48\n",
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    " + ], + "text/plain": [ + " Size: 4kB\n", + "Dimensions: (lon: 36, lat: 23)\n", + "Coordinates:\n", + " * lon (lon) float64 288B -3.628 -3.625 -3.622 ... -3.53 -3.527 -3.524\n", + " * lat (lat) float64 184B 43.55 43.55 43.54 43.54 ... 43.49 43.49 43.48\n", + "Data variables:\n", + " elevation (lat, lon) float32 3kB ..." + ] + }, + "execution_count": 1, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import xarray as xr\n", + "\n", + "bathy = xr.open_dataset(\"inputs/bathymetry_ISLAND_lonlat.nc\")\n", + "bathy" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
    " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "bathy.elevation.plot()" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "from bluemath_tk.wrappers._utils_wrappers import write_array_in_file\n", + "from bluemath_tk.wrappers.swan.swan_wrapper import SwanModelWrapper\n", + "\n", + "\n", + "class CustomSwanWrapper(SwanModelWrapper):\n", + " \"\"\"\n", + " Custom SWAN wrapper that inherits from SwanModelWrapper.\n", + " \"\"\"\n", + "\n", + " def build_case(self, case_dir: str, case_context: dict) -> None:\n", + " write_array_in_file(case_context.get(\"bathymetry\"), f\"{case_dir}/depth.dat\")" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'xpc': -3.6283266666666667,\n", + " 'ypc': 43.48486065217392,\n", + " 'alpc': 0,\n", + " 'xlenc': 0.10453333333333337,\n", + " 'ylenc': 0.0642686956521672,\n", + " 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"metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from bluemath_tk.topo_bathy.swan_grid import generate_grid_parameters\n", + "\n", + "fixed_parameters = generate_grid_parameters(bathy_data=bathy)\n", + "fixed_parameters[\"bathymetry\"] = bathy.elevation.values\n", + "fixed_parameters" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'hs': [1.0],\n", + " 'per': [10.0],\n", + " 'dir': [0.0, 45.0, 90.0, 135.0, 180.0, 225.0, 270.0, 315.0],\n", + " 'dd': [10.0]}" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "metamodel_parameters = {\n", + " \"hs\": [1.0],\n", + " \"per\": [10.0],\n", + " \"dir\": [0.0, 45.0, 90.0, 135.0, 180.0, 225.0, 270.0, 315.0],\n", + " \"dd\": [10.0],\n", + "}\n", + "metamodel_parameters" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2025-10-01 08:47:12,320 - CustomSwanWrapper - WARNING - Parameter hs is not in the default_parameters\n", + "2025-10-01 08:47:12,321 - CustomSwanWrapper - WARNING - Parameter per is not in the default_parameters\n", + "2025-10-01 08:47:12,321 - CustomSwanWrapper - WARNING - Parameter dir is not in the default_parameters\n", + "2025-10-01 08:47:12,322 - CustomSwanWrapper - WARNING - Parameter dd is not in the default_parameters\n" + ] + } + ], + "source": [ + "swan_wrapper = CustomSwanWrapper(\n", + " templates_dir=\"templates\",\n", + " metamodel_parameters=metamodel_parameters,\n", + " fixed_parameters=fixed_parameters,\n", + " output_dir=\"CASES\",\n", + ")\n", + "swan_wrapper.build_cases(mode=\"all_combinations\")" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [], + "source": [ + "swan_wrapper.run_cases_in_background(launcher=\"docker_serial\")" + ] + }, + { + "cell_type": "code", + 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    " + ], + "text/plain": [ + " Size: 80kB\n", + "Dimensions: (case_num: 8, Yp: 23, Xp: 36)\n", + "Coordinates:\n", + " * Xp (Xp) float32 144B -3.628 -3.625 -3.622 ... -3.53 -3.527 -3.524\n", + " * Yp (Yp) float32 92B 43.48 43.49 43.49 43.49 ... 43.54 43.55 43.55\n", + " * case_num (case_num) int64 64B 0 1 2 3 4 5 6 7\n", + "Data variables:\n", + " Hsig (case_num, Yp, Xp) float32 26kB 1.002 1.001 0.9996 ... 1.003 1.003\n", + " Tm02 (case_num, Yp, Xp) float32 26kB 7.632 7.632 7.63 ... 7.631 7.632\n", + " Dir (case_num, Yp, Xp) float32 26kB 0.2334 0.1533 ... 314.8 314.7" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "postprocessed_cases = swan_wrapper.postprocess_cases()\n", + "postprocessed_cases" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + }, + { 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+ "text/plain": [ + "
    " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "postprocessed_cases.Hsig.plot(col=\"case_num\", col_wrap=4)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "bluemath-dev", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.8" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/toolkit/wrappers/SWAN_Island/templates/INPUT b/toolkit/wrappers/SWAN_Island/templates/INPUT new file mode 100644 index 00000000..7808c762 --- /dev/null +++ b/toolkit/wrappers/SWAN_Island/templates/INPUT @@ -0,0 +1,32 @@ +$*************************HEADING************************ +$ +PROJ 'ISLAND' '{{ case_num }}' +$ +$********************MODEL INPUT*************************$ +MODE STAT +COORDINATES CARTESIAN +SET level=0 NAUTICAL +$ +CGRID REGULAR {{ xpc }} {{ ypc }} {{ alpc }} {{ xlenc }} {{ ylenc }} {{ mxc }} {{ myc }} CIRCLE {{ mdc }} {{ flow }} {{ fhigh }} +$ +INPGRID BOTTOM REGULAR {{ xpinp }} {{ ypinp }} {{ alpinp }} {{ mxinp }} {{ myinp }} {{ dxinp }} {{ dyinp }} +READINP BOTTOM 1 'depth.dat' 1 0 FREE +$ +BOUndspec SIDE N CONstant PAR {{ hs }} {{ per }} {{ dir }} {{ dd }} +BOUndspec SIDE E CONstant PAR {{ hs }} {{ per }} {{ dir }} {{ dd }} +BOUndspec SIDE W CONstant PAR {{ hs }} {{ per }} {{ dir }} {{ dd }} +BOUndspec SIDE S CONstant PAR {{ hs }} {{ per }} {{ dir }} {{ dd }} +$ +FRICTION JONSWAP +BREAKING +$ +OFF QUAD +$ +$ POINTS 'LOC' FILE 'locations.loc' +$ SPECOUT 'LOC' SPEC2D 'output.spec' +BLOCK 'COMPGRID' NOHEAD 'output.mat' LAY 3 XP YP DEPTH HSIGN TM02 DIR PDIR TPS DSPR PTHSIGN PTRTP PTDIR PTDSPR +$ +TEST 1,0 +COMPUTE +STOP +$ \ No newline at end of file diff --git a/toolkit/wrappers/SWASH_Reef/Cases_Generation_and_Propagation.ipynb b/toolkit/wrappers/SWASH_Reef/Cases_Generation_and_Propagation.ipynb new file mode 100644 index 00000000..52c9e6bd --- /dev/null +++ b/toolkit/wrappers/SWASH_Reef/Cases_Generation_and_Propagation.ipynb @@ -0,0 +1,764 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Reef depth of length: 890\n" + ] + } + ], + "source": [ + "from bluemath_tk.topo_bathy.profiles import reef\n", + "\n", + "reef_profile = reef(\n", + " dx=1,\n", + " h0=15,\n", + " Slope1=0.05,\n", + " Slope2=0.05,\n", + " Wreef=100,\n", + " Wfore=100,\n", + " bCrest=15,\n", + " emsl=3,\n", + ")\n", + "print(f\"Reef depth of length: {len(reef_profile)}\")" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 1.0, 'Reef Profile')" + ] + }, + "execution_count": 24, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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    " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "\n", + "plt.figure(figsize=(10, 5))\n", + "plt.plot(-reef_profile, c=\"k\")\n", + "plt.plot(range(len(reef_profile)), np.repeat(0, len(reef_profile)), \"lightblue\")\n", + "plt.xlabel(\"Distance along reef\")\n", + "plt.ylabel(\"Elevation\")\n", + "plt.title(\"Reef Profile\")" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": {}, + "outputs": [], + "source": [ + "from bluemath_tk.wrappers._utils_wrappers import write_array_in_file\n", + "from bluemath_tk.wrappers.swash.swash_wrapper import SwashModelWrapper\n", + "\n", + "\n", + "class CustomSwashWrapper(SwashModelWrapper):\n", + " \"\"\"\n", + " Custom SWASH wrapper that inherits from SwashModelWrapper.\n", + " \"\"\"\n", + "\n", + " def build_case(self, case_context: dict, case_dir: str) -> None:\n", + " super().build_case(case_context=case_context, case_dir=case_dir)\n", + " write_array_in_file(self.depth_array, f\"{case_dir}/depth.bot\")" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'Hs': [1.0, 2.0, 3.0], 'Hs_L0': [0.01]}" + ] + }, + "execution_count": 26, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "metamodel_parameters = {\n", + " \"Hs\": [1.0, 2.0, 3.0],\n", + " \"Hs_L0\": [0.01],\n", + "}\n", + "metamodel_parameters" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": {}, + "outputs": [], + "source": [ + "swan_wrapper = CustomSwashWrapper(\n", + " templates_dir=\"templates\",\n", + " metamodel_parameters=metamodel_parameters,\n", + " fixed_parameters={},\n", + " output_dir=\"CASES\",\n", + " depth_array=reef_profile,\n", + ")\n", + "swan_wrapper.build_cases(mode=\"all_combinations\")" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": {}, + "outputs": [], + "source": [ + "swan_wrapper.run_cases_in_background(launcher=\"docker_serial\")" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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    <xarray.Dataset> Size: 141kB\n",
+       "Dimensions:   (case_num: 3, Tsec: 180, Xp: 890)\n",
+       "Coordinates:\n",
+       "  * case_num  (case_num) int64 24B 0 1 2\n",
+       "  * Tsec      (Tsec) int64 1kB 0 1 2 3 4 5 6 7 ... 173 174 175 176 177 178 179\n",
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"metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "postprocessed_cases = swan_wrapper.postprocess_cases()\n", + "postprocessed_cases" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[,\n", + " ,\n", + " ]" + ] + }, + "execution_count": 37, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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    " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "postprocessed_cases.ig.plot(hue=\"case_num\", figsize=(10, 4))" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "bluemath-dev", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.8" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/toolkit/wrappers/SWASH_Reef/templates/INPUT b/toolkit/wrappers/SWASH_Reef/templates/INPUT new file mode 100644 index 00000000..61cbb01f --- /dev/null +++ b/toolkit/wrappers/SWASH_Reef/templates/INPUT @@ -0,0 +1,56 @@ +$Project name +PROJECT 'REEF' '{{ case_num }}' +$ +$Set water level +SET LEVEL=0.0 +$ +$(1D-mode, flume) or (2D-mode, basin) +MODE DYNanic ONED +COORD CARTesian +$Computational grid: geographic location, size, resolution and orientation +CGRID 0 0 0 {{ xlenc }} 0 {{ mxc }} 0 +$ +$Multi-layered mode +VERT 1 +$ +$Reading bathymetry values from file +INPGRID BOTTOM 0 0 0 {{ mxinp }} 0 {{ dxinp }} 0.0 +READINP BOTTOM 1 'depth.bot' 1 0 FREE +$ + +$Initial values for flow variables +INIT ZERO +$ +$Hydraulic boundary conditions +BOUNDCOND SIDE W CCW BTYPE WEAK CON REGULAR {{ Hs }} {{ Tp }} +BOU SIDE E CCW BTYPE RADIATION +SPON E 10 +$ +$Physics +BREAK +FRIC MANNING 0.01 +$Numerics +NONHYDrostatic BOX 1. PREConditioner ILU +$ +$Output quantities +DISCRET UPW MOM +DISCRET UPW UMOM H NONE +DISCRET UPW WMOM H NONE +DISCRET CORR +$ +$Time integration +TIMEI 0.1 0.5 +$ +QUANTITY XP hexp=10 +QUANT RUNUP delrp 0.01 +$ +CURVE 'line' 0 0 {{ xlenc }} {{ xlenc }} 0 +TABLE 'line' HEAD 'output.tab' TSEC XP YP WATL OUTPUT 0 1 SEC +$ +TABLE 'NOGRID' HEAD 'run.tab' TSEC RUNUP OUTPUT 0 1 SEC +$ +$Starts computation +TEST 1,0 +COMPUTE 000000.000 {{ deltc }} SEC {{ tendc }} +STOP +$ \ No newline at end of file From 9a0cea28af70804a5a390f9ec0f2abaab091f2ba Mon Sep 17 00:00:00 2001 From: Javier Tausia Hoyal Date: Mon, 6 Oct 2025 17:15:04 +0200 Subject: [PATCH 16/31] climate_services/probabilistic/MUSCLE_Aveiro/inputs/codec_aveiro.nc: convert to Git LFS --- .../MUSCLE_Aveiro/inputs/codec_aveiro.nc | Bin 4231221 -> 132 bytes 1 file changed, 0 insertions(+), 0 deletions(-) diff --git a/climate_services/probabilistic/MUSCLE_Aveiro/inputs/codec_aveiro.nc 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diff --git a/toolkit/distributions/Non_stationary_GEV/Ayoola_Time_dependent_GEV_backward_reg_copy.ipynb b/toolkit/distributions/Non_stationary_GEV/Ayoola_Time_dependent_GEV_backward_reg_copy.ipynb new file mode 100644 index 00000000..66ed8591 --- /dev/null +++ b/toolkit/distributions/Non_stationary_GEV/Ayoola_Time_dependent_GEV_backward_reg_copy.ipynb @@ -0,0 +1,4372 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "98ecd696", + "metadata": {}, + "outputs": [], + "source": [ + "import glob\n", + "import numpy as np\n", + "import pandas as pd\n", + "from scipy import signal\n", + "from functools import reduce\n", + "import statsmodels.api as sm\n", + "from statsmodels.stats.stattools import durbin_watson\n", + "from statsmodels.stats.stattools import omni_normtest\n", + "from bluemath_tk.distributions.nonstat_gev import NonStatGEV" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "24ed1fda", + "metadata": {}, + "outputs": [ + { + "name": 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'/home/aapolola/prjs0911/GTSM_ERA5_Extension/sksurge_parquets/station_43116.parquet', '/home/aapolola/prjs0911/GTSM_ERA5_Extension/sksurge_parquets/station_43117.parquet', '/home/aapolola/prjs0911/GTSM_ERA5_Extension/sksurge_parquets/station_43118.parquet']\n" + ] + } + ], + "source": [ + "def extract_number(filename):\n", + " return int(''.join(filter(str.isdigit, filename)))\n", + "\n", + "station_files = glob.glob('/home/aapolola/prjs0911/GTSM_ERA5_Extension/sksurge_parquets/*.parquet')\n", + "station_files.sort(key=extract_number)\n", + "print(station_files)" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "dc79a7bf", + "metadata": {}, + "outputs": [], + "source": [ + "def run_regression(X, y):\n", + " X_const = sm.add_constant(X)\n", + " model = sm.OLS(y, X_const).fit()\n", + " \n", + " dw_test = durbin_watson(model.resid)\n", + " omnibus_stat, omnibus_p = omni_normtest(model.resid)\n", + " \n", + " return model, X_const, dw_test, omnibus_p, y" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "4404183e", + "metadata": {}, + "outputs": [], + "source": [ + "def check_normality(omnibus_p):\n", + " if omnibus_p < 0.05:\n", + " print(\"Residuals not normal (Omnibus).\")\n", + " return False # Residuals are not normal\n", + " else:\n", + " print(\"Residuals appear normal (Omnibus).\")\n", + " return True # Residuals are normal" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "3b27710f", + "metadata": {}, + "outputs": [], + "source": [ + "def summarize_model(model, X_const):\n", + " \n", + " param_names = X_const.columns\n", + " \n", + " params = pd.Series(model.params, index=param_names)\n", + " std_errors = pd.Series(model.bse, index=param_names)\n", + " p_values = pd.Series(model.pvalues, index=param_names)\n", + "\n", + " summary = {\n", + " 'intercept': params['const'] if 'const' in param_names else np.nan,\n", + " 'r_squared': model.rsquared,\n", + " 'adj_r_squared': model.rsquared_adj, \n", + " 'f_statistic': getattr(model, 'fvalue', np.nan),\n", + " 'f_pvalue': getattr(model, 'f_pvalue', np.nan),\n", + " 'model_summary': model.summary()\n", + " }\n", + "\n", + " for name in params.index:\n", + " if name != 'const':\n", + " summary[f'slope_{name}'] = params[name]\n", + " summary[f'p_value_{name}'] = p_values[name]\n", + " summary[f'CI_{name}'] = std_errors[name] * 1.96\n", + " return summary" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "fd25f0da", + "metadata": {}, + "outputs": [], + "source": [ + "one_station = station_files[0] \n", + "data = pd.read_parquet(one_station)" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "77e0b4b6", + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.microsoft.datawrangler.viewer.v0+json": { + "columns": [ + { + "name": "index", + "rawType": "int64", + "type": "integer" + }, + { + "name": "tide_time", + "rawType": "datetime64[ns]", + "type": "datetime" + }, + { + "name": "surge_time", + "rawType": "datetime64[ns]", + "type": "datetime" + }, + { + "name": "station_x_coordinate", + "rawType": "float64", + "type": "float" + }, + { + "name": "station_y_coordinate", + "rawType": "float64", + "type": "float" + }, + { + "name": "stations", + "rawType": "uint16", + "type": "integer" + }, + { + "name": "waterlevel", + "rawType": "float64", + "type": "float" + }, + { + "name": "station_x_coordinate_tide", + "rawType": "float64", + "type": "float" + }, + { + "name": "station_y_coordinate_tide", + "rawType": "float64", + "type": "float" + }, + { + "name": "stations_tide", + "rawType": "uint16", + "type": "integer" + }, + { + "name": "tide", + "rawType": "float64", + "type": "float" + }, + { + "name": "skew_surge", + "rawType": "float64", + "type": "float" + } + ], + "ref": "9a27f494-86db-4a49-9a1c-4bb0db95c495", + "rows": [ + [ + "0", + "1950-01-01 02:00:00", + "1950-01-01 00:00:00", + "24.089000000000002", + "34.827", + "0", + "-0.076", + "24.089000000000002", + "34.827", + 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    tide_timesurge_timestation_x_coordinatestation_y_coordinatestationswaterlevelstation_x_coordinate_tidestation_y_coordinate_tidestations_tidetideskew_surge
    01950-01-01 02:00:001950-01-01 00:00:0024.08934.8270-0.07624.08934.8270-0.052-0.024
    11950-01-01 10:40:001950-01-01 09:00:0024.08934.8270-0.03724.08934.8270-0.0560.019
    21950-01-01 21:40:001950-01-01 20:30:0024.08934.82700.02024.08934.8270-0.0070.027
    31950-01-02 08:50:001950-01-02 10:40:0024.08934.8270-0.07524.08934.8270-0.0820.007
    41950-01-02 22:20:001950-01-02 21:30:0024.08934.8270-0.02524.08934.8270-0.011-0.014
    ....................................
    522372024-12-29 21:50:002024-12-29 22:10:0024.08934.82700.05324.08934.82700.153-0.100
    522382024-12-30 10:20:002024-12-30 10:00:0024.08934.8270-0.01124.08934.82700.106-0.117
    522392024-12-30 22:20:002024-12-30 22:10:0024.08934.82700.01524.08934.82700.155-0.140
    522402024-12-31 10:50:002024-12-31 10:50:0024.08934.8270-0.04424.08934.82700.107-0.151
    522412024-12-31 22:50:002024-12-31 22:50:0024.08934.8270-0.00424.08934.82700.156-0.160
    \n", + "

    51986 rows × 11 columns

    \n", + "
    " + ], + "text/plain": [ + " tide_time surge_time station_x_coordinate \\\n", + "0 1950-01-01 02:00:00 1950-01-01 00:00:00 24.089 \n", + "1 1950-01-01 10:40:00 1950-01-01 09:00:00 24.089 \n", + "2 1950-01-01 21:40:00 1950-01-01 20:30:00 24.089 \n", + "3 1950-01-02 08:50:00 1950-01-02 10:40:00 24.089 \n", + "4 1950-01-02 22:20:00 1950-01-02 21:30:00 24.089 \n", + "... ... ... ... \n", + "52237 2024-12-29 21:50:00 2024-12-29 22:10:00 24.089 \n", + "52238 2024-12-30 10:20:00 2024-12-30 10:00:00 24.089 \n", + "52239 2024-12-30 22:20:00 2024-12-30 22:10:00 24.089 \n", + "52240 2024-12-31 10:50:00 2024-12-31 10:50:00 24.089 \n", + "52241 2024-12-31 22:50:00 2024-12-31 22:50:00 24.089 \n", + "\n", + " station_y_coordinate stations waterlevel station_x_coordinate_tide \\\n", + "0 34.827 0 -0.076 24.089 \n", + "1 34.827 0 -0.037 24.089 \n", + "2 34.827 0 0.020 24.089 \n", + "3 34.827 0 -0.075 24.089 \n", + "4 34.827 0 -0.025 24.089 \n", + "... ... ... ... ... \n", + "52237 34.827 0 0.053 24.089 \n", + "52238 34.827 0 -0.011 24.089 \n", + "52239 34.827 0 0.015 24.089 \n", + "52240 34.827 0 -0.044 24.089 \n", + "52241 34.827 0 -0.004 24.089 \n", + "\n", + " station_y_coordinate_tide stations_tide tide skew_surge \n", + "0 34.827 0 -0.052 -0.024 \n", + "1 34.827 0 -0.056 0.019 \n", + "2 34.827 0 -0.007 0.027 \n", + "3 34.827 0 -0.082 0.007 \n", + "4 34.827 0 -0.011 -0.014 \n", + "... ... ... ... ... \n", + "52237 34.827 0 0.153 -0.100 \n", + "52238 34.827 0 0.106 -0.117 \n", + "52239 34.827 0 0.155 -0.140 \n", + "52240 34.827 0 0.107 -0.151 \n", + "52241 34.827 0 0.156 -0.160 \n", + "\n", + "[51986 rows x 11 columns]" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data[\"time_diff\"] = (data[\"tide_time\"] - data[\"surge_time\"]).abs()\n", + "\n", + "# For each surge_time, keep the row with the smallest difference\n", + "closest_rows = data.loc[data.groupby(\"surge_time\")[\"time_diff\"].idxmin()]\n", + "closest_rows = closest_rows.drop(columns=\"time_diff\")\n", + "data = closest_rows\n", + "data" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "2bc181af", + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.microsoft.datawrangler.viewer.v0+json": { + "columns": [ + { + "name": "surge_time", + "rawType": "datetime64[ns]", + "type": "datetime" + }, + { + "name": "skew_surge", + "rawType": "float64", + "type": "float" + }, + { + "name": "detrended_surge", + "rawType": "float64", + "type": "float" + }, + { + "name": "Year", + "rawType": "int32", + "type": "integer" + } + ], + "ref": "fdbb1f7e-62d0-48ef-965e-8250267430fe", + "rows": [ + [ + "1950-01-04 11:40:00", + "0.03", + "0.02481973861670686", + "1950" + ], + [ + "1950-01-04 23:40:00", + "0.117", + "0.11182001437139773", + "1950" + ], + [ + "1950-01-05 11:30:00", + "0.097", + "0.09182029012608858", + "1950" + ], + [ + "1950-01-05 22:40:00", + "0.089", + "0.08382056588077944", + "1950" + ], + [ + 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    skew_surgedetrended_surgeYear
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    " + ], + "text/plain": [ + " skew_surge detrended_surge Year\n", + "surge_time \n", + "1950-01-04 11:40:00 0.030 0.024820 1950\n", + "1950-01-04 23:40:00 0.117 0.111820 1950\n", + "1950-01-05 11:30:00 0.097 0.091820 1950\n", + "1950-01-05 22:40:00 0.089 0.083821 1950\n", + "1950-01-06 12:30:00 0.026 0.020821 1950\n", + "... ... ... ...\n", + "2024-12-29 22:10:00 -0.100 -0.090849 2024\n", + "2024-12-30 10:00:00 -0.117 -0.107848 2024\n", + "2024-12-30 22:10:00 -0.140 -0.130848 2024\n", + "2024-12-31 10:50:00 -0.151 -0.141848 2024\n", + "2024-12-31 22:50:00 -0.160 -0.150848 2024\n", + "\n", + "[51977 rows x 3 columns]" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data = data [['surge_time','skew_surge']]\n", + "data = data[~((data['surge_time'] >= '1950-01-01') & \n", + " (data['surge_time'] <= '1950-01-04'))]\n", + "data = data[~((data['surge_time'] >= '2021-03-09') & \n", + " (data['surge_time'] < '2021-03-10'))]\n", + "data = data.reset_index(drop=True)\n", + "\n", + "data['detrended_surge'] = signal.detrend(data['skew_surge'])\n", + "data['Year'] = data['surge_time'].dt.year\n", + "data.set_index(\"surge_time\", inplace=True)\n", + "data" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "0bd29ac8", + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.microsoft.datawrangler.viewer.v0+json": { + "columns": [ + { + "name": "surge_time", + "rawType": "datetime64[ns]", + "type": "datetime" + }, + { + "name": "skew_surge", + "rawType": "float64", + "type": "float" + }, + { + "name": "detrended_surge", + "rawType": "float64", + "type": "float" + }, + { + "name": "Year", + "rawType": "int32", + "type": "integer" + } + ], + "ref": "a22d2d1a-2908-4eb7-b610-443a593b3f95", + "rows": [ + [ + "1950-04-05 00:50:00", + "0.217", + "0.21186716842353487", + "1950" + ], + [ + "1951-03-27 01:10:00", + "0.224", + "0.21905164831172053", + "1951" + ], + [ + "1952-12-23 13:00:00", + 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    skew_surgedetrended_surgeYear
    surge_time
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    1952-12-23 13:00:000.2970.2923841952
    1953-02-09 07:40:000.2010.1964091953
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    ............
    2020-12-13 21:50:000.2200.2283852020
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    2022-01-11 18:30:000.2180.2265892022
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    " + ], + "text/plain": [ + " skew_surge detrended_surge Year\n", + "surge_time \n", + "1950-04-05 00:50:00 0.217 0.211867 1950\n", + "1951-03-27 01:10:00 0.224 0.219052 1951\n", + "1952-12-23 13:00:00 0.297 0.292384 1952\n", + "1953-02-09 07:40:00 0.201 0.196409 1953\n", + "1954-10-28 10:30:00 0.201 0.196737 1954\n", + "... ... ... ...\n", + "2020-12-13 21:50:00 0.220 0.228385 2020\n", + "2021-03-23 18:40:00 0.195 0.203436 2021\n", + "2022-01-11 18:30:00 0.218 0.226589 2022\n", + "2023-11-25 22:00:00 0.226 0.234945 2023\n", + "2024-03-28 00:50:00 0.182 0.191008 2024\n", + "\n", + "[75 rows x 3 columns]" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "Annual_max_idx = data.resample('YE')['detrended_surge'].idxmax()\n", + "#print(f\"Annual_max_idx:\\n{Annual_max_idx}\")\n", + "Annual_max = data.loc[Annual_max_idx]\n", + "Annual_max" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "89357b5b", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "['/home/aapolola/prjs0911/GTSM_ERA5_Extension/Climate_indices/AMM.txt', '/home/aapolola/prjs0911/GTSM_ERA5_Extension/Climate_indices/AO.txt', '/home/aapolola/prjs0911/GTSM_ERA5_Extension/Climate_indices/NaoJones.txt', '/home/aapolola/prjs0911/GTSM_ERA5_Extension/Climate_indices/Nina1_anom.txt', '/home/aapolola/prjs0911/GTSM_ERA5_Extension/Climate_indices/Nina3_4_anom.txt', '/home/aapolola/prjs0911/GTSM_ERA5_Extension/Climate_indices/Nina3_anom.txt', '/home/aapolola/prjs0911/GTSM_ERA5_Extension/Climate_indices/Nina4_anom.txt', '/home/aapolola/prjs0911/GTSM_ERA5_Extension/Climate_indices/ONI.txt', '/home/aapolola/prjs0911/GTSM_ERA5_Extension/Climate_indices/PNA.txt', '/home/aapolola/prjs0911/GTSM_ERA5_Extension/Climate_indices/SOI.txt', '/home/aapolola/prjs0911/GTSM_ERA5_Extension/Climate_indices/WHWP.txt', '/home/aapolola/prjs0911/GTSM_ERA5_Extension/Climate_indices/WP.txt', '/home/aapolola/prjs0911/GTSM_ERA5_Extension/Climate_indices/ZPDO.txt']\n" + ] + } + ], + "source": [ + "climate_files = sorted(glob.glob('/home/aapolola/prjs0911/GTSM_ERA5_Extension/Climate_indices/*.txt'))\n", + "print (climate_files)" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "a20e0e6c", + "metadata": {}, + "outputs": [], + "source": [ + "pd.set_option('display.expand_frame_repr', False) " + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "e99d41cc", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{'AMM': Year mean\n", + "0 1950 0.758333\n", + "1 1951 1.348333\n", + "2 1952 1.473333\n", + "3 1953 1.628333\n", + "4 1954 -0.168333\n", + ".. ... ...\n", + "70 2020 0.640833\n", + "71 2021 0.060833\n", + "72 2022 0.629167\n", + "73 2023 2.791667\n", + "74 2024 3.459167\n", + "\n", + "[75 rows x 2 columns], 'AO': Year mean\n", + "0 1950 -0.199333\n", + "1 1951 -0.364667\n", + "2 1952 -0.674917\n", + "3 1953 -0.016417\n", + "4 1954 -0.000583\n", + ".. ... ...\n", + "70 2020 0.781000\n", + "71 2021 -0.064333\n", + "72 2022 0.117500\n", + "73 2023 -0.002333\n", + "74 2024 0.147333\n", + "\n", + "[75 rows x 2 columns], 'Nao': Year mean\n", + "0 1950 0.488333\n", + "1 1951 -0.067500\n", + "2 1952 -0.371667\n", + "3 1953 0.397500\n", + "4 1954 0.510000\n", + ".. ... ...\n", + "70 2020 0.335833\n", + "71 2021 -0.673333\n", + "72 2022 -0.063333\n", + "73 2023 -0.566667\n", + "74 2024 -0.181667\n", + "\n", + "[75 rows x 2 columns], 'Nino1+2_anom': Year mean\n", + "0 1950 -1.479167\n", + "1 1951 0.358333\n", + "2 1952 -0.800000\n", + "3 1953 0.237500\n", + "4 1954 -2.015000\n", + ".. ... ...\n", + "70 2020 -0.525000\n", + "71 2021 -0.789167\n", + "72 2022 -1.182500\n", + "73 2023 1.953333\n", + "74 2024 -0.158333\n", + "\n", + "[75 rows x 2 columns], 'Nino3_4_anom': Year mean\n", + "0 1950 -1.349167\n", + "1 1951 -0.052500\n", + "2 1952 -0.333333\n", + "3 1953 0.246667\n", + "4 1954 -0.894167\n", + ".. ... ...\n", + "70 2020 -0.362500\n", + "71 2021 -0.722500\n", + "72 2022 -0.936667\n", + "73 2023 0.824167\n", + "74 2024 0.347500\n", + "\n", + "[75 rows x 2 columns], 'Nino3_anom': Year mean\n", + "0 1950 -1.154167\n", + "1 1951 0.099167\n", + "2 1952 -0.534167\n", + "3 1953 0.134167\n", + "4 1954 -1.295833\n", + ".. ... ...\n", + "70 2020 -0.462500\n", + "71 2021 -0.665833\n", + "72 2022 -0.915833\n", + "73 2023 1.181667\n", + "74 2024 0.241667\n", + "\n", + "[75 rows x 2 columns], 'Nino4_anom': Year mean\n", + "0 1950 -1.432500\n", + "1 1951 -0.270000\n", + "2 1952 -0.440000\n", + "3 1953 -0.142500\n", + "4 1954 -0.828333\n", + ".. ... ...\n", + "70 2020 -0.038333\n", + "71 2021 -0.553333\n", + "72 2022 -0.829167\n", + "73 2023 0.545000\n", + "74 2024 0.603333\n", + "\n", + "[75 rows x 2 columns], 'ONI': Year mean\n", + "0 1950 -0.860000\n", + "1 1951 0.430833\n", + "2 1952 0.174167\n", + "3 1953 0.713333\n", + "4 1954 -0.400833\n", + ".. ... ...\n", + "70 2020 -0.359167\n", + "71 2021 -0.722500\n", + "72 2022 -0.938333\n", + "73 2023 0.812500\n", + "74 2024 0.350833\n", + "\n", + "[75 rows x 2 columns], 'PNA': Year mean\n", + "0 1950 -0.642500\n", + "1 1951 -0.170000\n", + "2 1952 0.092500\n", + "3 1953 0.540000\n", + "4 1954 -0.219167\n", + ".. ... ...\n", + "70 2020 0.206667\n", + "71 2021 -0.131667\n", + "72 2022 0.186667\n", + "73 2023 0.247500\n", + "74 2024 0.275000\n", + "\n", + "[75 rows x 2 columns], 'SOI': Year mean\n", + "0 1950 1.510833\n", + "1 1951 -0.694167\n", + "2 1952 -0.221667\n", + "3 1953 -0.767500\n", + "4 1954 0.233333\n", + ".. ... ...\n", + "70 2020 0.300833\n", + "71 2021 0.772500\n", + "72 2022 1.424167\n", + "73 2023 -0.440833\n", + "74 2024 -0.003333\n", + "\n", + "[75 rows x 2 columns], 'WHWP': Year mean\n", + "0 1950 -1.366667\n", + "1 1951 0.226667\n", + "2 1952 0.685833\n", + "3 1953 0.593333\n", + "4 1954 -1.245000\n", + ".. ... ...\n", + "70 2020 2.863333\n", + "71 2021 1.382500\n", + "72 2022 1.525000\n", + "73 2023 6.174167\n", + "74 2024 6.226667\n", + "\n", + "[75 rows x 2 columns], 'WP': Year mean\n", + "0 1950 0.250000\n", + "1 1951 -0.151667\n", + "2 1952 0.248333\n", + "3 1953 -0.198333\n", + "4 1954 -0.250000\n", + ".. ... ...\n", + "70 2020 -0.140833\n", + "71 2021 0.295000\n", + "72 2022 -0.144167\n", + "73 2023 0.793333\n", + "74 2024 0.368333\n", + "\n", + "[75 rows x 2 columns], 'PDO': Year mean\n", + "0 1950 -2.235833\n", + "1 1951 -1.121667\n", + "2 1952 -1.549167\n", + "3 1953 -0.640000\n", + "4 1954 -0.403333\n", + ".. ... ...\n", + "70 2020 -1.143333\n", + "71 2021 -1.880833\n", + "72 2022 -2.114167\n", + "73 2023 -2.251667\n", + "74 2024 -2.590833\n", + "\n", + "[75 rows x 2 columns]}\n" + ] + } + ], + "source": [ + "indices =['AMM', 'AO', 'Nao', 'Nino1+2_anom', 'Nino3_4_anom', 'Nino3_anom', 'Nino4_anom', 'ONI', 'PNA', 'SOI', 'WHWP', 'WP', 'PDO']\n", + "name_indices = ['Atlantic Multidecadal Oscilliation', 'Arctic Oscilliation', 'North Atlantic Oscilliation', 'Extreme Eastern Tropical Pacific SST',\n", + " 'East Central Tropical Pacific SST', 'Eastern Tropical Pacific SST', 'Central Tropical Pacific SST', 'Oceanic Nino Index',\n", + " 'Pacific North American Index', 'Southern Oscilliation Index', 'Western Hemisphere Warm Pool', 'Western Pacific Index', 'Pacific decadal oscillation']\n", + "dfs = {}\n", + "for mode, file in zip(indices, climate_files):\n", + " df = pd.read_fwf(file, skiprows=1, header=None)\n", + " df.columns = [\"Year\", \"Jan\", \"Feb\", \"Mar\", \"Apr\", \"May\", \"Jun\", \"Jul\", \"Aug\", \"Sep\", \"Oct\", \"Nov\", \"Dec\"]\n", + " df['mean'] = df.loc[:, 'Jan':'Dec'].mean(axis=1)\n", + " dfs[mode] = df[['Year','mean']] \n", + "print(dfs)" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "19552996", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[ Year Mean AMM\n", + " 0 1950 mean 0.758333\n", + " 1 1951 mean 1.348333\n", + " 2 1952 mean 1.473333\n", + " 3 1953 mean 1.628333\n", + " 4 1954 mean -0.168333\n", + " .. ... ... ...\n", + " 70 2020 mean 0.640833\n", + " 71 2021 mean 0.060833\n", + " 72 2022 mean 0.629167\n", + " 73 2023 mean 2.791667\n", + " 74 2024 mean 3.459167\n", + " \n", + " [75 rows x 3 columns],\n", + " Year Mean AO\n", + " 0 1950 mean -0.199333\n", + " 1 1951 mean -0.364667\n", + " 2 1952 mean -0.674917\n", + " 3 1953 mean -0.016417\n", + " 4 1954 mean -0.000583\n", + " .. ... ... ...\n", + " 70 2020 mean 0.781000\n", + " 71 2021 mean -0.064333\n", + " 72 2022 mean 0.117500\n", + " 73 2023 mean -0.002333\n", + " 74 2024 mean 0.147333\n", + " \n", + " [75 rows x 3 columns],\n", + " Year Mean Nao\n", + " 0 1950 mean 0.488333\n", + " 1 1951 mean -0.067500\n", + " 2 1952 mean -0.371667\n", + " 3 1953 mean 0.397500\n", + " 4 1954 mean 0.510000\n", + " .. ... ... ...\n", + " 70 2020 mean 0.335833\n", + " 71 2021 mean -0.673333\n", + " 72 2022 mean -0.063333\n", + " 73 2023 mean -0.566667\n", + " 74 2024 mean -0.181667\n", + " \n", + " [75 rows x 3 columns],\n", + " Year Mean Nino1+2_anom\n", + " 0 1950 mean -1.479167\n", + " 1 1951 mean 0.358333\n", + " 2 1952 mean -0.800000\n", + " 3 1953 mean 0.237500\n", + " 4 1954 mean -2.015000\n", + " .. ... ... ...\n", + " 70 2020 mean -0.525000\n", + " 71 2021 mean -0.789167\n", + " 72 2022 mean -1.182500\n", + " 73 2023 mean 1.953333\n", + " 74 2024 mean -0.158333\n", + " \n", + " [75 rows x 3 columns],\n", + " Year Mean Nino3_4_anom\n", + " 0 1950 mean -1.349167\n", + " 1 1951 mean -0.052500\n", + " 2 1952 mean -0.333333\n", + " 3 1953 mean 0.246667\n", + " 4 1954 mean -0.894167\n", + " .. ... ... ...\n", + " 70 2020 mean -0.362500\n", + " 71 2021 mean -0.722500\n", + " 72 2022 mean -0.936667\n", + " 73 2023 mean 0.824167\n", + " 74 2024 mean 0.347500\n", + " \n", + " [75 rows x 3 columns],\n", + " Year Mean Nino3_anom\n", + " 0 1950 mean -1.154167\n", + " 1 1951 mean 0.099167\n", + " 2 1952 mean -0.534167\n", + " 3 1953 mean 0.134167\n", + " 4 1954 mean -1.295833\n", + " .. ... ... ...\n", + " 70 2020 mean -0.462500\n", + " 71 2021 mean -0.665833\n", + " 72 2022 mean -0.915833\n", + " 73 2023 mean 1.181667\n", + " 74 2024 mean 0.241667\n", + " \n", + " [75 rows x 3 columns],\n", + " Year Mean Nino4_anom\n", + " 0 1950 mean -1.432500\n", + " 1 1951 mean -0.270000\n", + " 2 1952 mean -0.440000\n", + " 3 1953 mean -0.142500\n", + " 4 1954 mean -0.828333\n", + " .. ... ... ...\n", + " 70 2020 mean -0.038333\n", + " 71 2021 mean -0.553333\n", + " 72 2022 mean -0.829167\n", + " 73 2023 mean 0.545000\n", + " 74 2024 mean 0.603333\n", + " \n", + " [75 rows x 3 columns],\n", + " Year Mean ONI\n", + " 0 1950 mean -0.860000\n", + " 1 1951 mean 0.430833\n", + " 2 1952 mean 0.174167\n", + " 3 1953 mean 0.713333\n", + " 4 1954 mean -0.400833\n", + " .. ... ... ...\n", + " 70 2020 mean -0.359167\n", + " 71 2021 mean -0.722500\n", + " 72 2022 mean -0.938333\n", + " 73 2023 mean 0.812500\n", + " 74 2024 mean 0.350833\n", + " \n", + " [75 rows x 3 columns],\n", + " Year Mean PNA\n", + " 0 1950 mean -0.642500\n", + " 1 1951 mean -0.170000\n", + " 2 1952 mean 0.092500\n", + " 3 1953 mean 0.540000\n", + " 4 1954 mean -0.219167\n", + " .. ... ... ...\n", + " 70 2020 mean 0.206667\n", + " 71 2021 mean -0.131667\n", + " 72 2022 mean 0.186667\n", + " 73 2023 mean 0.247500\n", + " 74 2024 mean 0.275000\n", + " \n", + " [75 rows x 3 columns],\n", + " Year Mean SOI\n", + " 0 1950 mean 1.510833\n", + " 1 1951 mean -0.694167\n", + " 2 1952 mean -0.221667\n", + " 3 1953 mean -0.767500\n", + " 4 1954 mean 0.233333\n", + " .. ... ... ...\n", + " 70 2020 mean 0.300833\n", + " 71 2021 mean 0.772500\n", + " 72 2022 mean 1.424167\n", + " 73 2023 mean -0.440833\n", + " 74 2024 mean -0.003333\n", + " \n", + " [75 rows x 3 columns],\n", + " Year Mean WHWP\n", + " 0 1950 mean -1.366667\n", + " 1 1951 mean 0.226667\n", + " 2 1952 mean 0.685833\n", + " 3 1953 mean 0.593333\n", + " 4 1954 mean -1.245000\n", + " .. ... ... ...\n", + " 70 2020 mean 2.863333\n", + " 71 2021 mean 1.382500\n", + " 72 2022 mean 1.525000\n", + " 73 2023 mean 6.174167\n", + " 74 2024 mean 6.226667\n", + " \n", + " [75 rows x 3 columns],\n", + " Year Mean WP\n", + " 0 1950 mean 0.250000\n", + " 1 1951 mean -0.151667\n", + " 2 1952 mean 0.248333\n", + " 3 1953 mean -0.198333\n", + " 4 1954 mean -0.250000\n", + " .. ... ... ...\n", + " 70 2020 mean -0.140833\n", + " 71 2021 mean 0.295000\n", + " 72 2022 mean -0.144167\n", + " 73 2023 mean 0.793333\n", + " 74 2024 mean 0.368333\n", + " \n", + " [75 rows x 3 columns],\n", + " Year Mean PDO\n", + " 0 1950 mean -2.235833\n", + " 1 1951 mean -1.121667\n", + " 2 1952 mean -1.549167\n", + " 3 1953 mean -0.640000\n", + " 4 1954 mean -0.403333\n", + " .. ... ... ...\n", + " 70 2020 mean -1.143333\n", + " 71 2021 mean -1.880833\n", + " 72 2022 mean -2.114167\n", + " 73 2023 mean -2.251667\n", + " 74 2024 mean -2.590833\n", + " \n", + " [75 rows x 3 columns]]" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "melted_dfs = []\n", + "for mode, df in dfs.items():\n", + " df_long = df.melt(id_vars='Year', var_name='Mean', value_name=mode) # value_name = mode name\n", + " melted_dfs.append(df_long)\n", + "melted_dfs" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "68dc2212", + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.microsoft.datawrangler.viewer.v0+json": { + "columns": [ + { + "name": "index", + "rawType": "int64", + "type": "integer" + }, + { + "name": "Year", + "rawType": "int64", + "type": "integer" + }, + { + "name": "AMM", + "rawType": "float64", + "type": "float" + }, + { + "name": "AO", + "rawType": "float64", + "type": "float" + }, + { + "name": "Nao", + "rawType": "float64", + "type": "float" + }, + { + "name": "Nino1+2_anom", + "rawType": "float64", + "type": "float" + }, + { + "name": "Nino3_4_anom", + "rawType": "float64", + "type": "float" + }, + { + "name": "Nino3_anom", + "rawType": "float64", + "type": "float" + }, + { + "name": "Nino4_anom", + "rawType": "float64", + "type": "float" + }, + { + "name": "ONI", + "rawType": "float64", + "type": "float" + }, + { + "name": "PNA", + "rawType": "float64", + "type": "float" + }, + { + "name": "SOI", + "rawType": "float64", + "type": "float" + }, + { + "name": "WHWP", + "rawType": "float64", + "type": "float" + }, + { + "name": "WP", + "rawType": "float64", + "type": "float" + }, + { + "name": "PDO", + "rawType": "float64", + "type": "float" + } + ], + "ref": "eebb0d80-2dfb-4ffc-8818-c98c8cb26f4a", + "rows": [ + [ + "0", + "1950", + "0.7583333333333333", + "-0.19933333333333333", + "0.48833333333333334", + "-1.4791666666666667", + "-1.3491666666666668", + "-1.1541666666666668", + "-1.4324999999999999", + "-0.86", + "-0.6425", + "1.5108333333333335", + "-1.366666666666667", + "0.25000000000000006", + "-2.2358333333333333" + ], + [ + "1", + "1951", + "1.3483333333333336", + "-0.36466666666666664", + 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    319531.628333-0.0164170.3975000.2375000.2466670.134167-0.1425000.7133330.540000-0.7675000.593333-0.198333-0.640000
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    7120210.060833-0.064333-0.673333-0.789167-0.722500-0.665833-0.553333-0.722500-0.1316670.7725001.3825000.295000-1.880833
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    7320232.791667-0.002333-0.5666671.9533330.8241671.1816670.5450000.8125000.247500-0.4408336.1741670.793333-2.251667
    7420243.4591670.147333-0.181667-0.1583330.3475000.2416670.6033330.3508330.275000-0.0033336.2266670.368333-2.590833
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    \n", + "
    " + ], + "text/plain": [ + " Year AMM AO Nao Nino1+2_anom Nino3_4_anom Nino3_anom Nino4_anom ONI PNA SOI WHWP WP PDO\n", + "0 1950 0.758333 -0.199333 0.488333 -1.479167 -1.349167 -1.154167 -1.432500 -0.860000 -0.642500 1.510833 -1.366667 0.250000 -2.235833\n", + "1 1951 1.348333 -0.364667 -0.067500 0.358333 -0.052500 0.099167 -0.270000 0.430833 -0.170000 -0.694167 0.226667 -0.151667 -1.121667\n", + "2 1952 1.473333 -0.674917 -0.371667 -0.800000 -0.333333 -0.534167 -0.440000 0.174167 0.092500 -0.221667 0.685833 0.248333 -1.549167\n", + "3 1953 1.628333 -0.016417 0.397500 0.237500 0.246667 0.134167 -0.142500 0.713333 0.540000 -0.767500 0.593333 -0.198333 -0.640000\n", + "4 1954 -0.168333 -0.000583 0.510000 -2.015000 -0.894167 -1.295833 -0.828333 -0.400833 -0.219167 0.233333 -1.245000 -0.250000 -0.403333\n", + ".. ... ... ... ... ... ... ... ... ... ... ... ... ... ...\n", + "70 2020 0.640833 0.781000 0.335833 -0.525000 -0.362500 -0.462500 -0.038333 -0.359167 0.206667 0.300833 2.863333 -0.140833 -1.143333\n", + "71 2021 0.060833 -0.064333 -0.673333 -0.789167 -0.722500 -0.665833 -0.553333 -0.722500 -0.131667 0.772500 1.382500 0.295000 -1.880833\n", + "72 2022 0.629167 0.117500 -0.063333 -1.182500 -0.936667 -0.915833 -0.829167 -0.938333 0.186667 1.424167 1.525000 -0.144167 -2.114167\n", + "73 2023 2.791667 -0.002333 -0.566667 1.953333 0.824167 1.181667 0.545000 0.812500 0.247500 -0.440833 6.174167 0.793333 -2.251667\n", + "74 2024 3.459167 0.147333 -0.181667 -0.158333 0.347500 0.241667 0.603333 0.350833 0.275000 -0.003333 6.226667 0.368333 -2.590833\n", + "\n", + "[75 rows x 14 columns]" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "merged_indices = reduce(lambda left, right: pd.merge(left, right, on=['Year', 'Mean']), melted_dfs)\n", + "merged_indices = merged_indices.drop(columns=['Mean'])\n", + "merged_indices" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "a4a30fa0", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Merged DataFrame:\n", + " AMM AO Nao Nino1+2_anom Nino3_4_anom Nino3_anom Nino4_anom ONI PNA SOI WHWP WP PDO detrended_surge\n", + "0 0.758333 -0.199333 0.488333 -1.479167 -1.349167 -1.154167 -1.432500 -0.860000 -0.642500 1.510833 -1.366667 0.250000 -2.235833 0.211867\n", + "1 1.348333 -0.364667 -0.067500 0.358333 -0.052500 0.099167 -0.270000 0.430833 -0.170000 -0.694167 0.226667 -0.151667 -1.121667 0.219052\n", + "2 1.473333 -0.674917 -0.371667 -0.800000 -0.333333 -0.534167 -0.440000 0.174167 0.092500 -0.221667 0.685833 0.248333 -1.549167 0.292384\n", + "3 1.628333 -0.016417 0.397500 0.237500 0.246667 0.134167 -0.142500 0.713333 0.540000 -0.767500 0.593333 -0.198333 -0.640000 0.196409\n", + "4 -0.168333 -0.000583 0.510000 -2.015000 -0.894167 -1.295833 -0.828333 -0.400833 -0.219167 0.233333 -1.245000 -0.250000 -0.403333 0.196737\n", + ".. ... ... ... ... ... ... ... ... ... ... ... ... ... ...\n", + "70 0.640833 0.781000 0.335833 -0.525000 -0.362500 -0.462500 -0.038333 -0.359167 0.206667 0.300833 2.863333 -0.140833 -1.143333 0.228385\n", + "71 0.060833 -0.064333 -0.673333 -0.789167 -0.722500 -0.665833 -0.553333 -0.722500 -0.131667 0.772500 1.382500 0.295000 -1.880833 0.203436\n", + "72 0.629167 0.117500 -0.063333 -1.182500 -0.936667 -0.915833 -0.829167 -0.938333 0.186667 1.424167 1.525000 -0.144167 -2.114167 0.226589\n", + "73 2.791667 -0.002333 -0.566667 1.953333 0.824167 1.181667 0.545000 0.812500 0.247500 -0.440833 6.174167 0.793333 -2.251667 0.234945\n", + "74 3.459167 0.147333 -0.181667 -0.158333 0.347500 0.241667 0.603333 0.350833 0.275000 -0.003333 6.226667 0.368333 -2.590833 0.191008\n", + "\n", + "[75 rows x 14 columns]\n" + ] + } + ], + "source": [ + "df_merged = pd.merge(merged_indices, Annual_max, on='Year', how='left')\n", + "df_merged = df_merged.drop(columns=['skew_surge', 'Year'])\n", + "print(f\"Merged DataFrame:\\n{df_merged}\")" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "8450af9f", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Residuals not normal (Omnibus).\n", + "Residual for AMM with lag 0 is not normal.\n", + "Residuals not normal (Omnibus).\n", + "Residual for AO with lag 0 is not normal.\n", + "Residuals not normal (Omnibus).\n", + "Residual for Nao with lag 0 is not normal.\n", + "Residuals not normal (Omnibus).\n", + "Residual for Nino1+2_anom with lag 0 is not normal.\n", + "Residuals not normal (Omnibus).\n", + "Residual for Nino3_4_anom with lag 0 is not normal.\n", + "Residuals not normal (Omnibus).\n", + "Residual for Nino3_anom with lag 0 is not normal.\n", + "Residuals not normal (Omnibus).\n", + "Residual for Nino4_anom with lag 0 is not normal.\n", + "Residuals not normal (Omnibus).\n", + "Residual for ONI with lag 0 is not normal.\n", + "Residuals not normal (Omnibus).\n", + "Residual for PNA with lag 0 is not normal.\n", + "Residuals not normal (Omnibus).\n", + "Residual for SOI with lag 0 is not normal.\n", + "Residuals not normal (Omnibus).\n", + "Residual for WHWP with lag 0 is not normal.\n", + "Residuals not normal (Omnibus).\n", + "Residual for WP with lag 0 is not normal.\n", + "Residuals not normal (Omnibus).\n", + "Residual for PDO with lag 0 is not normal.\n" + ] + } + ], + "source": [ + "results = []\n", + "min_lead = 0\n", + "max_lead = 0\n", + "lags = np.arange(min_lead, max_lead + 1)\n", + "for lag in lags:\n", + " for col in indices:\n", + " #print(f\"\\n===== Processing {col} =====\")\n", + " \n", + " df_lagged = df_merged[[col, 'detrended_surge']].copy()\n", + " df_lagged[col] = df_lagged[col].shift(lag)\n", + " df_lagged = df_lagged.dropna()\n", + " \n", + " X = df_lagged[[col]]\n", + " y = df_lagged['detrended_surge']\n", + " \n", + " model, X_const, dw, omnibus_p, _ = run_regression(X, y)\n", + " \n", + " # Check normality of residuals based on omnibus p-value\n", + " is_normal = check_normality(omnibus_p)\n", + " if not is_normal:\n", + " print(f\"Residual for {col} with lag {lag} is not normal.\")\n", + "\n", + " summary = summarize_model(model, X_const)\n", + " #print(summary['model_summary'])\n", + " \n", + " results.append({\n", + " 'index': col,\n", + " 'Lag': lag,\n", + " 'slope': summary.get(f'slope_{col}', np.nan),\n", + " 'r_squared': summary['r_squared'],\n", + " 'p_value': summary.get(f'p_value_{col}', np.nan),\n", + " 'CI': summary.get(f'CI_{col}', np.nan),\n", + " 'omnibus_p': omnibus_p})" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "11cb722d", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " index Lag slope r_squared p_value CI omnibus_p\n", + "0 AMM 0 -0.001489 0.004805 0.554562 0.004916 0.000618\n", + "1 AO 0 -0.005962 0.003483 0.615014 0.023135 0.001346\n", + "2 Nao 0 -0.006848 0.008228 0.438964 0.017247 0.002513\n", + "3 Nino1+2_anom 0 -0.002750 0.003565 0.610865 0.010546 0.001180\n", + "4 Nino3_4_anom 0 -0.003695 0.003335 0.622607 0.014652 0.000805\n", + "5 Nino3_anom 0 -0.002808 0.002110 0.695526 0.014006 0.000931\n", + "6 Nino4_anom 0 0.000129 0.000003 0.987987 0.016718 0.000780\n", + "7 ONI 0 -0.005962 0.008044 0.444146 0.015187 0.000896\n", + "8 PNA 0 -0.013314 0.012791 0.333983 0.026832 0.001584\n", + "9 SOI 0 0.006832 0.014830 0.297964 0.012774 0.001019\n", + "10 WHWP 0 -0.000614 0.000674 0.825071 0.005427 0.000845\n", + "11 WP 0 -0.007903 0.004916 0.550030 0.025795 0.001703\n", + "12 PDO 0 -0.001308 0.000877 0.800920 0.010131 0.000580\n" + ] + } + ], + "source": [ + "results_df = pd.DataFrame(results)\n", + "print(results_df)" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "03da64f6", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'SOI'" + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "lowest_pval_index = results_df.loc[results_df['p_value'].idxmin(), 'index']\n", + "lowest_pval_index" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "432d96e0", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "' --- IGNORE ---\\nif lowest_pval_index == \\'SOI\\':\\n df_subset = df_merged.drop(columns=[\\'detrended_surge\\', \\'Nino1+2_anom\\', \\'Nino3_4_anom\\',\\'Nino3_anom\\', \\'Nino4_anom\\', \\'ONI\\'])\\n print(\"SOI is the most significant Enso variable. Dropping other Enso predictors.\")\\nelif lowest_pval_index == \\'ONI\\':\\n df_subset = df_merged.drop(columns=[\\'detrended_surge\\', \\'Nino1+2_anom\\', \\'Nino3_4_anom\\',\\'Nino3_anom\\', \\'Nino4_anom\\', \\'SOI\\'])\\n print(\"ONI is the most significant Enso variable. Dropping other Enso predictors.\")\\nelif lowest_pval_index == \\'Nino1+2_anom\\':\\n df_subset = df_merged.drop(columns=[\\'detrended_surge\\', \\'Nino3_4_anom\\', \\'Nino3_anom\\', \\'Nino4_anom\\', \\'ONI\\', \\'SOI\\'])\\n print(\"Nino1+2_anom is the most significant Enso variable. Dropping other Enso predictors.\")\\nelse:\\n df_subset = df_merged.drop(columns=[\\'detrended_surge\\', \\'Nino3_4_anom\\',\\'Nino3_anom\\', \\'Nino4_anom\\'])\\nprint (df_subset)\\nX = df_subset\\nY = df_merged[\\'detrended_surge\\']\\n'" + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "''' --- IGNORE ---\n", + "if lowest_pval_index == 'SOI':\n", + " df_subset = df_merged.drop(columns=['detrended_surge', 'Nino1+2_anom', 'Nino3_4_anom','Nino3_anom', 'Nino4_anom', 'ONI'])\n", + " print(\"SOI is the most significant Enso variable. Dropping other Enso predictors.\")\n", + "elif lowest_pval_index == 'ONI':\n", + " df_subset = df_merged.drop(columns=['detrended_surge', 'Nino1+2_anom', 'Nino3_4_anom','Nino3_anom', 'Nino4_anom', 'SOI'])\n", + " print(\"ONI is the most significant Enso variable. Dropping other Enso predictors.\")\n", + "elif lowest_pval_index == 'Nino1+2_anom':\n", + " df_subset = df_merged.drop(columns=['detrended_surge', 'Nino3_4_anom', 'Nino3_anom', 'Nino4_anom', 'ONI', 'SOI'])\n", + " print(\"Nino1+2_anom is the most significant Enso variable. Dropping other Enso predictors.\")\n", + "else:\n", + " df_subset = df_merged.drop(columns=['detrended_surge', 'Nino3_4_anom','Nino3_anom', 'Nino4_anom'])\n", + "print (df_subset)\n", + "X = df_subset\n", + "Y = df_merged['detrended_surge']\n", + "'''" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "id": "99cf5677", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "' --- IGNORE ----\\nselected= backward_elimination(X, Y)\\nprint(f\"Selected features backward: {selected}\")\\n\\nfinal_model = sm.OLS(Y, sm.add_constant(X[selected])).fit()\\nprint(final_model.summary())\\n\\nmodel, X_const, dw, omnibus_p, _ = run_regression(X[selected], Y)\\nis_normal = check_normality(omnibus_p)\\n\\nsummary = summarize_model(model, X_const)\\n\\nresult = [{\\n \\'predictors\\': selected,\\n \\'r_squared\\': summary[\\'r_squared\\'],\\n \\'adj_r_squared\\': summary[\\'adj_r_squared\\'],\\n \\'f_pvalue\\': summary[\\'f_pvalue\\'], \\n \\'combo_num\\': len(selected),\\n \\'omnibus_p\\': omnibus_p }]\\n\\nresults_df = pd.DataFrame(result)\\nprint(results_df)\\n'" + ] + }, + "execution_count": 20, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Perform backward elimination\n", + "df_subset = df_merged.drop(columns=['detrended_surge'])\n", + "X = df_subset\n", + "Y = df_merged['detrended_surge']\n", + "\n", + "def backward_elimination(X, Y):\n", + " selected_feature = list(X.columns)\n", + " while True:\n", + " model = sm.OLS(Y, sm.add_constant(X[selected_feature])).fit()\n", + " pvalues = model.pvalues.iloc[1:] # Ignore intercept\n", + " max_pval = pvalues.max()\n", + " if max_pval > 0.05:\n", + " excluded_feature = pvalues.idxmax()\n", + " selected_feature.remove(excluded_feature)\n", + " else:\n", + " break\n", + " return selected_feature\n", + "\n", + "''' --- IGNORE ----\n", + "selected= backward_elimination(X, Y)\n", + "print(f\"Selected features backward: {selected}\")\n", + "\n", + "final_model = sm.OLS(Y, sm.add_constant(X[selected])).fit()\n", + "print(final_model.summary())\n", + "\n", + "model, X_const, dw, omnibus_p, _ = run_regression(X[selected], Y)\n", + "is_normal = check_normality(omnibus_p)\n", + "\n", + "summary = summarize_model(model, X_const)\n", + "\n", + "result = [{\n", + " 'predictors': selected,\n", + " 'r_squared': summary['r_squared'],\n", + " 'adj_r_squared': summary['adj_r_squared'],\n", + " 'f_pvalue': summary['f_pvalue'], \n", + " 'combo_num': len(selected),\n", + " 'omnibus_p': omnibus_p }]\n", + " \n", + "results_df = pd.DataFrame(result)\n", + "print(results_df)\n", + "'''" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "35d08dbd", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{'intercept': np.float64(0.22094958572246956), 'r_squared': np.float64(0.0), 'adj_r_squared': np.float64(0.0), 'f_statistic': np.float64(nan), 'f_pvalue': array(nan), 'model_summary': \n", + "\"\"\"\n", + " OLS Regression Results \n", + "==============================================================================\n", + "Dep. Variable: detrended_surge R-squared: 0.000\n", + "Model: OLS Adj. R-squared: 0.000\n", + "Method: Least Squares F-statistic: nan\n", + "Date: Tue, 07 Oct 2025 Prob (F-statistic): nan\n", + "Time: 07:35:59 Log-Likelihood: 132.98\n", + "No. Observations: 75 AIC: -264.0\n", + "Df Residuals: 74 BIC: -261.6\n", + "Df Model: 0 \n", + "Covariance Type: nonrobust \n", + "==============================================================================\n", + " coef std err t P>|t| [0.025 0.975]\n", + "------------------------------------------------------------------------------\n", + "const 0.2209 0.005 46.259 0.000 0.211 0.230\n", + "==============================================================================\n", + "Omnibus: 14.319 Durbin-Watson: 2.172\n", + "Prob(Omnibus): 0.001 Jarque-Bera (JB): 15.723\n", + "Skew: 1.058 Prob(JB): 0.000385\n", + "Kurtosis: 3.744 Cond. No. 1.00\n", + "==============================================================================\n", + "\n", + "Notes:\n", + "[1] Standard Errors assume that the covariance matrix of the errors is correctly specified.\n", + "\"\"\"}\n", + "{'intercept': np.float64(0.22094958572246956), 'r_squared': np.float64(0.0), 'adj_r_squared': np.float64(0.0), 'f_statistic': np.float64(nan), 'f_pvalue': array(nan), 'model_summary': \n", + "\"\"\"\n", + " OLS Regression Results \n", + "==============================================================================\n", + "Dep. Variable: detrended_surge R-squared: 0.000\n", + "Model: OLS Adj. R-squared: 0.000\n", + "Method: Least Squares F-statistic: nan\n", + "Date: Tue, 07 Oct 2025 Prob (F-statistic): nan\n", + "Time: 07:35:59 Log-Likelihood: 132.98\n", + "No. Observations: 75 AIC: -264.0\n", + "Df Residuals: 74 BIC: -261.6\n", + "Df Model: 0 \n", + "Covariance Type: nonrobust \n", + "==============================================================================\n", + " coef std err t P>|t| [0.025 0.975]\n", + "------------------------------------------------------------------------------\n", + "const 0.2209 0.005 46.259 0.000 0.211 0.230\n", + "==============================================================================\n", + "Omnibus: 14.319 Durbin-Watson: 2.172\n", + "Prob(Omnibus): 0.001 Jarque-Bera (JB): 15.723\n", + "Skew: 1.058 Prob(JB): 0.000385\n", + "Kurtosis: 3.744 Cond. No. 1.00\n", + "==============================================================================\n", + "\n", + "Notes:\n", + "[1] Standard Errors assume that the covariance matrix of the errors is correctly specified.\n", + "\"\"\"}\n", + "{'intercept': np.float64(0.22094958572246956), 'r_squared': np.float64(0.0), 'adj_r_squared': np.float64(0.0), 'f_statistic': np.float64(nan), 'f_pvalue': array(nan), 'model_summary': \n", + "\"\"\"\n", + " OLS Regression Results \n", + "==============================================================================\n", + "Dep. Variable: detrended_surge R-squared: 0.000\n", + "Model: OLS Adj. R-squared: 0.000\n", + "Method: Least Squares F-statistic: nan\n", + "Date: Tue, 07 Oct 2025 Prob (F-statistic): nan\n", + "Time: 07:35:59 Log-Likelihood: 132.98\n", + "No. Observations: 75 AIC: -264.0\n", + "Df Residuals: 74 BIC: -261.6\n", + "Df Model: 0 \n", + "Covariance Type: nonrobust \n", + "==============================================================================\n", + " coef std err t P>|t| [0.025 0.975]\n", + "------------------------------------------------------------------------------\n", + "const 0.2209 0.005 46.259 0.000 0.211 0.230\n", + "==============================================================================\n", + "Omnibus: 14.319 Durbin-Watson: 2.172\n", + "Prob(Omnibus): 0.001 Jarque-Bera (JB): 15.723\n", + "Skew: 1.058 Prob(JB): 0.000385\n", + "Kurtosis: 3.744 Cond. No. 1.00\n", + "==============================================================================\n", + "\n", + "Notes:\n", + "[1] Standard Errors assume that the covariance matrix of the errors is correctly specified.\n", + "\"\"\"}\n", + "{'intercept': np.float64(0.22094958572246956), 'r_squared': np.float64(0.0), 'adj_r_squared': np.float64(0.0), 'f_statistic': np.float64(nan), 'f_pvalue': array(nan), 'model_summary': \n", + "\"\"\"\n", + " OLS Regression Results \n", + "==============================================================================\n", + "Dep. Variable: detrended_surge R-squared: 0.000\n", + "Model: OLS Adj. R-squared: 0.000\n", + "Method: Least Squares F-statistic: nan\n", + "Date: Tue, 07 Oct 2025 Prob (F-statistic): nan\n", + "Time: 07:35:59 Log-Likelihood: 132.98\n", + "No. Observations: 75 AIC: -264.0\n", + "Df Residuals: 74 BIC: -261.6\n", + "Df Model: 0 \n", + "Covariance Type: nonrobust \n", + "==============================================================================\n", + " coef std err t P>|t| [0.025 0.975]\n", + "------------------------------------------------------------------------------\n", + "const 0.2209 0.005 46.259 0.000 0.211 0.230\n", + "==============================================================================\n", + "Omnibus: 14.319 Durbin-Watson: 2.172\n", + "Prob(Omnibus): 0.001 Jarque-Bera (JB): 15.723\n", + "Skew: 1.058 Prob(JB): 0.000385\n", + "Kurtosis: 3.744 Cond. No. 1.00\n", + "==============================================================================\n", + "\n", + "Notes:\n", + "[1] Standard Errors assume that the covariance matrix of the errors is correctly specified.\n", + "\"\"\"}\n", + "{'intercept': np.float64(0.22094958572246956), 'r_squared': np.float64(0.0), 'adj_r_squared': np.float64(0.0), 'f_statistic': np.float64(nan), 'f_pvalue': array(nan), 'model_summary': \n", + "\"\"\"\n", + " OLS Regression Results \n", + "==============================================================================\n", + "Dep. Variable: detrended_surge R-squared: 0.000\n", + "Model: OLS Adj. R-squared: 0.000\n", + "Method: Least Squares F-statistic: nan\n", + "Date: Tue, 07 Oct 2025 Prob (F-statistic): nan\n", + "Time: 07:36:00 Log-Likelihood: 132.98\n", + "No. Observations: 75 AIC: -264.0\n", + "Df Residuals: 74 BIC: -261.6\n", + "Df Model: 0 \n", + "Covariance Type: nonrobust \n", + "==============================================================================\n", + " coef std err t P>|t| [0.025 0.975]\n", + "------------------------------------------------------------------------------\n", + "const 0.2209 0.005 46.259 0.000 0.211 0.230\n", + "==============================================================================\n", + "Omnibus: 14.319 Durbin-Watson: 2.172\n", + "Prob(Omnibus): 0.001 Jarque-Bera (JB): 15.723\n", + "Skew: 1.058 Prob(JB): 0.000385\n", + "Kurtosis: 3.744 Cond. No. 1.00\n", + "==============================================================================\n", + "\n", + "Notes:\n", + "[1] Standard Errors assume that the covariance matrix of the errors is correctly specified.\n", + "\"\"\"}\n", + "{'intercept': np.float64(0.22094958572246956), 'r_squared': np.float64(0.0), 'adj_r_squared': np.float64(0.0), 'f_statistic': np.float64(nan), 'f_pvalue': array(nan), 'model_summary': \n", + "\"\"\"\n", + " OLS Regression Results \n", + "==============================================================================\n", + "Dep. Variable: detrended_surge R-squared: 0.000\n", + "Model: OLS Adj. R-squared: 0.000\n", + "Method: Least Squares F-statistic: nan\n", + "Date: Tue, 07 Oct 2025 Prob (F-statistic): nan\n", + "Time: 07:36:00 Log-Likelihood: 132.98\n", + "No. Observations: 75 AIC: -264.0\n", + "Df Residuals: 74 BIC: -261.6\n", + "Df Model: 0 \n", + "Covariance Type: nonrobust \n", + "==============================================================================\n", + " coef std err t P>|t| [0.025 0.975]\n", + "------------------------------------------------------------------------------\n", + "const 0.2209 0.005 46.259 0.000 0.211 0.230\n", + "==============================================================================\n", + "Omnibus: 14.319 Durbin-Watson: 2.172\n", + "Prob(Omnibus): 0.001 Jarque-Bera (JB): 15.723\n", + "Skew: 1.058 Prob(JB): 0.000385\n", + "Kurtosis: 3.744 Cond. No. 1.00\n", + "==============================================================================\n", + "\n", + "Notes:\n", + "[1] Standard Errors assume that the covariance matrix of the errors is correctly specified.\n", + "\"\"\"}\n", + " enso_variable predictors r_squared adj_r_squared f_pvalue combo_num omnibus_p is_normal aic bic\n", + "0 SOI [] 0.0 0.0 nan 0 0.000778 False -263.965534 -261.648046\n", + "1 Nino1+2_anom [] 0.0 0.0 nan 0 0.000778 False -263.965534 -261.648046\n", + "2 ONI [] 0.0 0.0 nan 0 0.000778 False -263.965534 -261.648046\n", + "3 Nino3_4_anom [] 0.0 0.0 nan 0 0.000778 False -263.965534 -261.648046\n", + "4 Nino3_anom [] 0.0 0.0 nan 0 0.000778 False -263.965534 -261.648046\n", + "5 Nino4_anom [] 0.0 0.0 nan 0 0.000778 False -263.965534 -261.648046\n" + ] + } + ], + "source": [ + "enso_vars = [\"SOI\", \"Nino1+2_anom\", \"ONI\", \"Nino3_4_anom\", \"Nino3_anom\", \"Nino4_anom\"]\n", + "all_results = []\n", + "\n", + "for enso in enso_vars:\n", + " # Take all predictors except ENSO, then add back the chosen one\n", + " allowed_features = X.columns.drop(enso_vars).tolist()\n", + " allowed_features.append(enso)\n", + " X_subset = X[allowed_features]\n", + "\n", + " # Run backward elimination\n", + " selected = backward_elimination(X_subset, Y)\n", + " # Final regression on selected features\n", + " model, X_const, dw, omnibus_p, _ = run_regression(X[selected], Y)\n", + " #is_normal = check_normality(omnibus_p)\n", + " summary = summarize_model(model, X_const)\n", + " print (summary)\n", + "\n", + " # Store results\n", + " result = {\n", + " 'enso_variable': enso,\n", + " 'predictors': selected,\n", + " 'r_squared': summary['r_squared'],\n", + " 'adj_r_squared': summary['adj_r_squared'],\n", + " 'f_pvalue': summary['f_pvalue'],\n", + " 'combo_num': len(selected),\n", + " 'omnibus_p': omnibus_p,\n", + " 'is_normal': is_normal,\n", + " 'aic': model.aic,\n", + " 'bic': model.bic\n", + " }\n", + " all_results.append(result)\n", + "\n", + "results_df = pd.DataFrame(all_results)\n", + "print(results_df)\n", + "# --- Pick the \"best\" model automatically ---\n", + "best_idx = results_df['f_pvalue'].idxmin()\n", + "best_model_info = results_df.loc[best_idx]\n", + "\n", + "#print(\"\\nBest model choice based on P-value:\")\n", + "#print(best_model_info)" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "id": "14ee464d", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Final backward selection order: []\n" + ] + } + ], + "source": [ + "# --- Pick the \"best\" model automatically ---\n", + "selected_predictor = results_df.loc[results_df['f_pvalue'].idxmin(), \"predictors\"]\n", + "selected_predictor\n", + "print('Final backward selection order:', selected_predictor)" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "id": "ca9e9285", + "metadata": {}, + "outputs": [ + { + "ename": "ValueError", + "evalue": "No objects to concatenate", + "output_type": "error", + "traceback": [ + "\u001b[31m---------------------------------------------------------------------------\u001b[39m", + "\u001b[31mValueError\u001b[39m Traceback (most recent call last)", + "\u001b[36mCell\u001b[39m\u001b[36m \u001b[39m\u001b[32mIn[23]\u001b[39m\u001b[32m, line 2\u001b[39m\n\u001b[32m 1\u001b[39m dfs_list = [dfs[col] \u001b[38;5;28;01mfor\u001b[39;00m col \u001b[38;5;129;01min\u001b[39;00m selected_predictor]\n\u001b[32m----> \u001b[39m\u001b[32m2\u001b[39m climate_mode = \u001b[43mpd\u001b[49m\u001b[43m.\u001b[49m\u001b[43mconcat\u001b[49m\u001b[43m(\u001b[49m\u001b[43mdfs_list\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43maxis\u001b[49m\u001b[43m=\u001b[49m\u001b[32;43m1\u001b[39;49m\u001b[43m)\u001b[49m\n\u001b[32m 3\u001b[39m climate_mode = climate_mode.drop(columns=[\u001b[33m'\u001b[39m\u001b[33mYear\u001b[39m\u001b[33m'\u001b[39m])\n\u001b[32m 4\u001b[39m climate_mode.columns = selected_predictor\n", + "\u001b[36mFile \u001b[39m\u001b[32m~/.conda/envs/Paper_1/lib/python3.12/site-packages/pandas/core/reshape/concat.py:382\u001b[39m, in \u001b[36mconcat\u001b[39m\u001b[34m(objs, axis, join, ignore_index, keys, levels, names, verify_integrity, sort, copy)\u001b[39m\n\u001b[32m 379\u001b[39m \u001b[38;5;28;01melif\u001b[39;00m copy \u001b[38;5;129;01mand\u001b[39;00m using_copy_on_write():\n\u001b[32m 380\u001b[39m copy = \u001b[38;5;28;01mFalse\u001b[39;00m\n\u001b[32m--> \u001b[39m\u001b[32m382\u001b[39m op = \u001b[43m_Concatenator\u001b[49m\u001b[43m(\u001b[49m\n\u001b[32m 383\u001b[39m \u001b[43m \u001b[49m\u001b[43mobjs\u001b[49m\u001b[43m,\u001b[49m\n\u001b[32m 384\u001b[39m \u001b[43m \u001b[49m\u001b[43maxis\u001b[49m\u001b[43m=\u001b[49m\u001b[43maxis\u001b[49m\u001b[43m,\u001b[49m\n\u001b[32m 385\u001b[39m \u001b[43m \u001b[49m\u001b[43mignore_index\u001b[49m\u001b[43m=\u001b[49m\u001b[43mignore_index\u001b[49m\u001b[43m,\u001b[49m\n\u001b[32m 386\u001b[39m \u001b[43m \u001b[49m\u001b[43mjoin\u001b[49m\u001b[43m=\u001b[49m\u001b[43mjoin\u001b[49m\u001b[43m,\u001b[49m\n\u001b[32m 387\u001b[39m \u001b[43m \u001b[49m\u001b[43mkeys\u001b[49m\u001b[43m=\u001b[49m\u001b[43mkeys\u001b[49m\u001b[43m,\u001b[49m\n\u001b[32m 388\u001b[39m \u001b[43m \u001b[49m\u001b[43mlevels\u001b[49m\u001b[43m=\u001b[49m\u001b[43mlevels\u001b[49m\u001b[43m,\u001b[49m\n\u001b[32m 389\u001b[39m \u001b[43m \u001b[49m\u001b[43mnames\u001b[49m\u001b[43m=\u001b[49m\u001b[43mnames\u001b[49m\u001b[43m,\u001b[49m\n\u001b[32m 390\u001b[39m \u001b[43m \u001b[49m\u001b[43mverify_integrity\u001b[49m\u001b[43m=\u001b[49m\u001b[43mverify_integrity\u001b[49m\u001b[43m,\u001b[49m\n\u001b[32m 391\u001b[39m \u001b[43m \u001b[49m\u001b[43mcopy\u001b[49m\u001b[43m=\u001b[49m\u001b[43mcopy\u001b[49m\u001b[43m,\u001b[49m\n\u001b[32m 392\u001b[39m \u001b[43m \u001b[49m\u001b[43msort\u001b[49m\u001b[43m=\u001b[49m\u001b[43msort\u001b[49m\u001b[43m,\u001b[49m\n\u001b[32m 393\u001b[39m \u001b[43m\u001b[49m\u001b[43m)\u001b[49m\n\u001b[32m 395\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m op.get_result()\n", + "\u001b[36mFile \u001b[39m\u001b[32m~/.conda/envs/Paper_1/lib/python3.12/site-packages/pandas/core/reshape/concat.py:445\u001b[39m, in \u001b[36m_Concatenator.__init__\u001b[39m\u001b[34m(self, objs, axis, join, keys, levels, names, ignore_index, verify_integrity, copy, sort)\u001b[39m\n\u001b[32m 442\u001b[39m \u001b[38;5;28mself\u001b[39m.verify_integrity = verify_integrity\n\u001b[32m 443\u001b[39m \u001b[38;5;28mself\u001b[39m.copy = copy\n\u001b[32m--> \u001b[39m\u001b[32m445\u001b[39m objs, keys = \u001b[38;5;28;43mself\u001b[39;49m\u001b[43m.\u001b[49m\u001b[43m_clean_keys_and_objs\u001b[49m\u001b[43m(\u001b[49m\u001b[43mobjs\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mkeys\u001b[49m\u001b[43m)\u001b[49m\n\u001b[32m 447\u001b[39m \u001b[38;5;66;03m# figure out what our result ndim is going to be\u001b[39;00m\n\u001b[32m 448\u001b[39m ndims = \u001b[38;5;28mself\u001b[39m._get_ndims(objs)\n", + "\u001b[36mFile \u001b[39m\u001b[32m~/.conda/envs/Paper_1/lib/python3.12/site-packages/pandas/core/reshape/concat.py:507\u001b[39m, in \u001b[36m_Concatenator._clean_keys_and_objs\u001b[39m\u001b[34m(self, objs, keys)\u001b[39m\n\u001b[32m 504\u001b[39m objs_list = \u001b[38;5;28mlist\u001b[39m(objs)\n\u001b[32m 506\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mlen\u001b[39m(objs_list) == \u001b[32m0\u001b[39m:\n\u001b[32m--> \u001b[39m\u001b[32m507\u001b[39m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\u001b[33m\"\u001b[39m\u001b[33mNo objects to concatenate\u001b[39m\u001b[33m\"\u001b[39m)\n\u001b[32m 509\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m keys \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[32m 510\u001b[39m objs_list = \u001b[38;5;28mlist\u001b[39m(com.not_none(*objs_list))\n", + "\u001b[31mValueError\u001b[39m: No objects to concatenate" + ] + } + ], + "source": [ + "dfs_list = [dfs[col] for col in selected_predictor]\n", + "climate_mode = pd.concat(dfs_list, axis=1)\n", + "climate_mode = climate_mode.drop(columns=['Year'])\n", + "climate_mode.columns = selected_predictor\n", + "print(climate_mode)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "b7169e45", + "metadata": {}, + "outputs": [], + "source": [ + "days_in_month = {\n", + " 1: 31,\n", + " 2: 28.25,\n", + " 3: 31,\n", + " 4: 30,\n", + " 5: 31,\n", + " 6: 30,\n", + " 7: 31,\n", + " 8: 31,\n", + " 9: 30,\n", + " 10: 31,\n", + " 11: 30,\n", + " 12: 31,\n", + "}\n", + "days_in_month\n", + "Annual_max[\"month\"] = Annual_max.index.month\n", + "Annual_max[\"day\"] = Annual_max.index.day\n", + "Annual_max[\"hour\"] = Annual_max.index.hour\n", + "Annual_max[\"minute\"] = Annual_max.index.minute\n", + "Annual_max[\"second\"] = Annual_max.index.second\n", + "\n", + "Annual_max[\"time\"] = (\n", + " Annual_max[\"Year\"]\n", + " - np.min(Annual_max[\"Year\"])\n", + " + (Annual_max[\"month\"] - 1) / 12\n", + " + Annual_max[\"day\"] / Annual_max[\"month\"].map(days_in_month) / 12\n", + ")\n", + "Annual_max" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "bd782983", + "metadata": {}, + "outputs": [], + "source": [ + "nonstatgev = NonStatGEV(\n", + " xt=Annual_max[\"detrended_surge\"].values,\n", + " t=Annual_max[\"time\"].values,\n", + " covariates= climate_mode,\n", + " harms=False,\n", + " trends=False,\n", + " var_name=\"skew_surge\",\n", + ")\n", + "nonstatgev" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "88b0c091", + "metadata": {}, + "outputs": [], + "source": [ + "nonstatgev.fit(\n", + " nmu=0, # Harmonics in location\n", + " npsi=0, # Harmonics in scale\n", + " ngamma=0, # Harmonics in shape\n", + " ntrend_loc=0, # Trend in location\n", + " list_loc=\"all\", # List of covariates in location (if \"all\" all covariates are used)\n", + " ntrend_sc=0, # Trend in scale\n", + " list_sc=\"all\", # List of covariates in scale (if \"all\" all covariates are used)\n", + " ntrend_sh=0, # Trend in shape\n", + " list_sh=\"all\" # List of covariates in shape (if \"all\" all covariates are used)\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "45419816", + "metadata": {}, + "outputs": [], + "source": [ + "nonstatgev.plot()\n" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.5" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} From 47db3c92f3f23c8b6c729791790ca9d31646bed1 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Javier=20Taus=C3=ADa=20Hoyal?= Date: Thu, 9 Oct 2025 19:42:55 +0000 Subject: [PATCH 19/31] [JTH] working examples for SWAN and SWASH just dynamic simulations --- .../Cases_Generation_and_Propagation.ipynb | 430 +++++++++++++----- .../Cases_Generation_and_Propagation.ipynb | 69 ++- 2 files changed, 383 insertions(+), 116 deletions(-) diff --git a/toolkit/wrappers/SWAN_Island/Cases_Generation_and_Propagation.ipynb b/toolkit/wrappers/SWAN_Island/Cases_Generation_and_Propagation.ipynb index 301ccf5d..14dbf5b9 100644 --- a/toolkit/wrappers/SWAN_Island/Cases_Generation_and_Propagation.ipynb +++ b/toolkit/wrappers/SWAN_Island/Cases_Generation_and_Propagation.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 1, + "execution_count": 3, "metadata": {}, "outputs": [ { @@ -28,27 +28,76 @@ " */\n", "\n", ":root {\n", - " --xr-font-color0: var(--jp-content-font-color0, rgba(0, 0, 0, 1));\n", - " --xr-font-color2: var(--jp-content-font-color2, rgba(0, 0, 0, 0.54));\n", - " --xr-font-color3: var(--jp-content-font-color3, rgba(0, 0, 0, 0.38));\n", - " --xr-border-color: var(--jp-border-color2, #e0e0e0);\n", - " --xr-disabled-color: var(--jp-layout-color3, #bdbdbd);\n", - " --xr-background-color: var(--jp-layout-color0, white);\n", - " --xr-background-color-row-even: var(--jp-layout-color1, white);\n", - " --xr-background-color-row-odd: var(--jp-layout-color2, #eeeeee);\n", - "}\n", - "\n", - "html[theme=dark],\n", - "body[data-theme=dark],\n", + " --xr-font-color0: var(\n", + " --jp-content-font-color0,\n", + " var(--pst-color-text-base rgba(0, 0, 0, 1))\n", + " );\n", + " --xr-font-color2: var(\n", + " --jp-content-font-color2,\n", + " var(--pst-color-text-base, rgba(0, 0, 0, 0.54))\n", + " );\n", + " --xr-font-color3: var(\n", + " --jp-content-font-color3,\n", + " var(--pst-color-text-base, rgba(0, 0, 0, 0.38))\n", + " );\n", + " --xr-border-color: var(\n", + " --jp-border-color2,\n", + " hsl(from var(--pst-color-on-background, white) h s calc(l - 10))\n", + " );\n", + " --xr-disabled-color: var(\n", + " --jp-layout-color3,\n", + " hsl(from var(--pst-color-on-background, white) h s calc(l - 40))\n", + " );\n", + " --xr-background-color: var(\n", + " --jp-layout-color0,\n", + " var(--pst-color-on-background, white)\n", + " );\n", + " --xr-background-color-row-even: var(\n", + " --jp-layout-color1,\n", + " hsl(from var(--pst-color-on-background, white) h s calc(l - 5))\n", + " );\n", + " --xr-background-color-row-odd: var(\n", + " --jp-layout-color2,\n", + " hsl(from var(--pst-color-on-background, white) h s calc(l - 15))\n", + " );\n", + "}\n", + "\n", + "html[theme=\"dark\"],\n", + "html[data-theme=\"dark\"],\n", + "body[data-theme=\"dark\"],\n", "body.vscode-dark {\n", - " --xr-font-color0: rgba(255, 255, 255, 1);\n", - " --xr-font-color2: rgba(255, 255, 255, 0.54);\n", - " --xr-font-color3: rgba(255, 255, 255, 0.38);\n", - " --xr-border-color: #1F1F1F;\n", - " --xr-disabled-color: #515151;\n", - " --xr-background-color: #111111;\n", - " --xr-background-color-row-even: #111111;\n", - " --xr-background-color-row-odd: #313131;\n", + " --xr-font-color0: var(\n", + " --jp-content-font-color0,\n", + " var(--pst-color-text-base, rgba(255, 255, 255, 1))\n", + " );\n", + " --xr-font-color2: var(\n", + " --jp-content-font-color2,\n", + " var(--pst-color-text-base, rgba(255, 255, 255, 0.54))\n", + " );\n", + " --xr-font-color3: var(\n", + " --jp-content-font-color3,\n", + " var(--pst-color-text-base, rgba(255, 255, 255, 0.38))\n", + " );\n", + " --xr-border-color: var(\n", + " --jp-border-color2,\n", + " hsl(from var(--pst-color-on-background, #111111) h s calc(l + 10))\n", + " );\n", + " --xr-disabled-color: var(\n", + " --jp-layout-color3,\n", + " hsl(from var(--pst-color-on-background, #111111) h s calc(l + 40))\n", + " );\n", + " --xr-background-color: var(\n", + " --jp-layout-color0,\n", + " var(--pst-color-on-background, #111111)\n", + " );\n", + " --xr-background-color-row-even: var(\n", + " --jp-layout-color1,\n", + " hsl(from var(--pst-color-on-background, #111111) h s calc(l + 5))\n", + " );\n", + " --xr-background-color-row-odd: var(\n", + " --jp-layout-color2,\n", + " hsl(from var(--pst-color-on-background, #111111) h s calc(l + 15))\n", + " );\n", "}\n", "\n", ".xr-wrap {\n", @@ -89,7 +138,7 @@ ".xr-sections {\n", " padding-left: 0 !important;\n", " display: grid;\n", - " grid-template-columns: 150px auto auto 1fr 20px 20px;\n", + " grid-template-columns: 150px auto auto 1fr 0 20px 0 20px;\n", "}\n", "\n", ".xr-section-item {\n", @@ -97,11 +146,14 @@ "}\n", "\n", ".xr-section-item input {\n", - " display: none;\n", + " display: inline-block;\n", + " opacity: 0;\n", + " height: 0;\n", "}\n", "\n", ".xr-section-item input + label {\n", " color: var(--xr-disabled-color);\n", + " border: 2px solid transparent !important;\n", "}\n", "\n", ".xr-section-item input:enabled + label {\n", @@ -109,6 +161,10 @@ " color: var(--xr-font-color2);\n", "}\n", "\n", + ".xr-section-item input:focus + label {\n", + " border: 2px solid var(--xr-font-color0) !important;\n", + "}\n", + "\n", ".xr-section-item input:enabled + label:hover {\n", " color: var(--xr-font-color0);\n", "}\n", @@ -130,7 +186,7 @@ "\n", ".xr-section-summary-in + label:before {\n", " display: inline-block;\n", - " content: '►';\n", + " content: \"►\";\n", " font-size: 11px;\n", " width: 15px;\n", " text-align: center;\n", @@ -141,7 +197,7 @@ "}\n", "\n", ".xr-section-summary-in:checked + label:before {\n", - " content: '▼';\n", + " content: \"▼\";\n", "}\n", "\n", ".xr-section-summary-in:checked + label > span {\n", @@ -213,15 +269,15 @@ "}\n", "\n", ".xr-dim-list:before {\n", - " content: '(';\n", + " content: \"(\";\n", "}\n", "\n", ".xr-dim-list:after {\n", - " content: ')';\n", + " content: \")\";\n", "}\n", "\n", ".xr-dim-list li:not(:last-child):after {\n", - " content: ',';\n", + " content: \",\";\n", " padding-right: 5px;\n", "}\n", "\n", @@ -238,7 +294,9 @@ ".xr-var-item label,\n", ".xr-var-item > .xr-var-name span {\n", " background-color: var(--xr-background-color-row-even);\n", + " border-color: var(--xr-background-color-row-odd);\n", " margin-bottom: 0;\n", + " padding-top: 2px;\n", "}\n", "\n", ".xr-var-item > .xr-var-name:hover span {\n", @@ -249,6 +307,7 @@ ".xr-var-list > li:nth-child(odd) > label,\n", ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n", " background-color: var(--xr-background-color-row-odd);\n", + " border-color: var(--xr-background-color-row-even);\n", "}\n", "\n", ".xr-var-name {\n", @@ -298,8 +357,15 @@ ".xr-var-data,\n", ".xr-index-data {\n", " display: none;\n", - " background-color: var(--xr-background-color) !important;\n", - " padding-bottom: 5px !important;\n", + " border-top: 2px dotted var(--xr-background-color);\n", + " padding-bottom: 20px !important;\n", + " padding-top: 10px !important;\n", + "}\n", + "\n", + ".xr-var-attrs-in + label,\n", + ".xr-var-data-in + label,\n", + ".xr-index-data-in + label {\n", + " padding: 0 1px;\n", "}\n", "\n", ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n", @@ -312,6 +378,12 @@ " float: right;\n", "}\n", "\n", + ".xr-var-data > pre,\n", + ".xr-index-data > pre,\n", + ".xr-var-data > table > tbody > tr {\n", + " background-color: transparent !important;\n", + "}\n", + "\n", ".xr-var-name span,\n", ".xr-var-data,\n", ".xr-index-name div,\n", @@ -371,21 +443,29 @@ " stroke: currentColor;\n", " fill: currentColor;\n", "}\n", + "\n", + ".xr-var-attrs-in:checked + label > .xr-icon-file-text2,\n", + ".xr-var-data-in:checked + label > .xr-icon-database,\n", + ".xr-index-data-in:checked + label > .xr-icon-database {\n", + " color: var(--xr-font-color0);\n", + " filter: drop-shadow(1px 1px 5px var(--xr-font-color2));\n", + " stroke-width: 0.8px;\n", + "}\n", "
    <xarray.Dataset> Size: 4kB\n",
-       "Dimensions:    (lon: 36, lat: 23)\n",
+       "Dimensions:    (lat: 23, lon: 36)\n",
        "Coordinates:\n",
        "  * lon        (lon) float64 288B -3.628 -3.625 -3.622 ... -3.53 -3.527 -3.524\n",
        "  * lat        (lat) float64 184B 43.55 43.55 43.54 43.54 ... 43.49 43.49 43.48\n",
        "Data variables:\n",
-       "    elevation  (lat, lon) float32 3kB ...
    • " ], "text/plain": [ " Size: 4kB\n", - "Dimensions: (lon: 36, lat: 23)\n", + "Dimensions: (lat: 23, lon: 36)\n", "Coordinates:\n", " * lon (lon) float64 288B -3.628 -3.625 -3.622 ... -3.53 -3.527 -3.524\n", " * lat (lat) float64 184B 43.55 43.55 43.54 43.54 ... 43.49 43.49 43.48\n", @@ -417,7 +497,7 @@ " elevation (lat, lon) float32 3kB ..." ] }, - "execution_count": 1, + "execution_count": 3, "metadata": {}, "output_type": "execute_result" } @@ -431,22 +511,22 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 2, + "execution_count": 4, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", + "image/png": 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", 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    " ] @@ -461,7 +541,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 5, "metadata": {}, "outputs": [], "source": [ @@ -480,7 +560,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 6, "metadata": {}, "outputs": [ { @@ -686,7 +766,7 @@ " 440. ]], dtype=float32)}" ] }, - "execution_count": 4, + "execution_count": 6, "metadata": {}, "output_type": "execute_result" } @@ -701,7 +781,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 7, "metadata": {}, "outputs": [ { @@ -713,7 +793,7 @@ " 'dd': [10.0]}" ] }, - "execution_count": 5, + "execution_count": 7, "metadata": {}, "output_type": "execute_result" } @@ -730,17 +810,17 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "2025-10-01 08:47:12,320 - CustomSwanWrapper - WARNING - Parameter hs is not in the default_parameters\n", - "2025-10-01 08:47:12,321 - CustomSwanWrapper - WARNING - Parameter per is not in the default_parameters\n", - "2025-10-01 08:47:12,321 - CustomSwanWrapper - WARNING - Parameter dir is not in the default_parameters\n", - "2025-10-01 08:47:12,322 - CustomSwanWrapper - WARNING - Parameter dd is not in the default_parameters\n" + "2025-10-06 17:20:38,465 - CustomSwanWrapper - WARNING - Parameter hs is not in the default_parameters\n", + "2025-10-06 17:20:38,467 - CustomSwanWrapper - WARNING - Parameter per is not in the default_parameters\n", + "2025-10-06 17:20:38,468 - CustomSwanWrapper - WARNING - Parameter dir is not in the default_parameters\n", + "2025-10-06 17:20:38,470 - CustomSwanWrapper - WARNING - Parameter dd is not in the default_parameters\n" ] } ], @@ -756,20 +836,86 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 9, "metadata": {}, "outputs": [], "source": [ - "swan_wrapper.run_cases_in_background(launcher=\"docker_serial\")" + "swan_wrapper.run_cases_in_background(launcher=\"serial\", num_workers=3)" ] }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 12, "metadata": {}, "outputs": [ { "data": { + "application/vnd.microsoft.datawrangler.viewer.v0+json": { + "columns": [ + { + "name": "index", + "rawType": "int64", + "type": "integer" + }, + { + "name": "Case", + "rawType": "object", + "type": "string" + }, + { + "name": "Status", + "rawType": "object", + "type": "string" + } + ], + "ref": "90dd28a0-4964-4bad-8536-a7a3a78b8235", + "rows": [ + [ + "0", + "0000", + "100 %" + ], + [ + "1", + "0001", + "100 %" + ], + [ + "2", + "0002", + "100 %" + ], + [ + "3", + "0003", + "100 %" + ], + [ + "4", + "0004", + "100 %" + ], + [ + "5", + "0005", + "100 %" + ], + [ + "6", + "0006", + "100 %" + ], + [ + "7", + "0007", + "100 %" + ] + ], + "shape": { + "columns": 2, + "rows": 8 + } + }, "text/html": [ "
    \n", "
    <xarray.Dataset> Size: 80kB\n",
        "Dimensions:   (case_num: 8, Yp: 23, Xp: 36)\n",
        "Coordinates:\n",
@@ -1239,16 +1465,16 @@
        "Data variables:\n",
        "    Hsig      (case_num, Yp, Xp) float32 26kB 1.002 1.001 0.9996 ... 1.003 1.003\n",
        "    Tm02      (case_num, Yp, Xp) float32 26kB 7.632 7.632 7.63 ... 7.631 7.632\n",
-       "    Dir       (case_num, Yp, Xp) float32 26kB 0.2334 0.1533 ... 314.8 314.7
    • " ], "text/plain": [ " Size: 80kB\n", @@ -1403,7 +1629,7 @@ " Dir (case_num, Yp, Xp) float32 26kB 0.2334 0.1533 ... 314.8 314.7" ] }, - "execution_count": 10, + "execution_count": 13, "metadata": {}, "output_type": "execute_result" } @@ -1415,22 +1641,22 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 11, + "execution_count": 14, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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    " ] @@ -1446,7 +1672,7 @@ ], "metadata": { "kernelspec": { - "display_name": "bluemath-dev", + "display_name": "base", "language": "python", "name": "python3" }, @@ -1460,7 +1686,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.12.8" + "version": "3.11.13" } }, "nbformat": 4, diff --git a/toolkit/wrappers/SWASH_Reef/Cases_Generation_and_Propagation.ipynb b/toolkit/wrappers/SWASH_Reef/Cases_Generation_and_Propagation.ipynb index 52c9e6bd..e77a4f29 100644 --- a/toolkit/wrappers/SWASH_Reef/Cases_Generation_and_Propagation.ipynb +++ b/toolkit/wrappers/SWASH_Reef/Cases_Generation_and_Propagation.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 23, + "execution_count": 1, "metadata": {}, "outputs": [ { @@ -31,7 +31,7 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 2, "metadata": {}, "outputs": [ { @@ -40,13 +40,13 @@ "Text(0.5, 1.0, 'Reef Profile')" ] }, - "execution_count": 24, + "execution_count": 2, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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Vqps3b6p69er63//+d8/906dP1/vvv6///e9/Cg0NlZeXl1q0aKHo6OhMTgoAAJD9JSUlaezYsercubNu376tVq1aKTg4WBUrVjQ7GpCp7Gr533PPPafnnnvunvsMw9AHH3ygN998UwEBAZKkhQsXytPTU4sXL9aLL76YmVEBAACytZiYGPXq1cu2cujVV1/VtGnTuKEvciS7mql6kFOnTunSpUtq2bKlbZuzs7OaNGminTt33vd1cXFxioqKSvYAAADA/Z06dUoNGjTQqlWrlDt3bi1cuFAzZsygUCHHyjal6tKlS5IkT0/PZNs9PT1t++5l6tSpcnd3tz1KliyZoTkBAADs2ZYtW1SnTh0dOHBAXl5e2rp1q3r37m12LMBU2aZU/eO/l+w0DOOBl/EcM2aMIiMjbY9z585ldEQAAAC7NHv2bLVo0ULXrl1T7dq1tWfPHtWrV8/sWIDp7Oqcqgfx8vKS9PeMVbFixWzbr1y5ctfs1b85OzvL2dk5w/MBAADYq/j4eA0dOlRz5syRJHXv3l3z5s2Tq6urycmArCHbzFT5+PjIy8tL69evt22Lj4/X1q1b1aBBAxOTAQAA2K+rV6+qRYsWmjNnjiwWi6ZNm6ZvvvmGQgX8i13NVMXExOj48eO256dOndL+/ftVqFAhlSpVSsOGDdOUKVNUvnx5lS9fXlOmTFGePHnUvXt3E1MDAADYpz/++ENWq1VnzpyRm5ubvv32W7Vt29bsWECWY1elas+ePWratKnt+YgRIyRJgYGBWrBggUaNGqXbt2/rpZdeUkREhJ566in98ssvcnNzMysyAACAXVq5cqV69+6tmzdv6rHHHtPq1atVuXJls2MBWZLFMAzD7BBZSVRUlNzd3RUZGan8+fObHQcAACBTJSUl6Z133tH48eMlSc2bN9fSpUtVqFAhc4MBJkhpN7CrmSoAAABknJs3byowMFArVqyQJA0bNkzvvfeecuXiV0bgQfgvBAAAADpz5ox8fX31+++/y8nJSXPmzFG/fv3MjgXYBUoVAABADrdt2zYFBAQoPDxcnp6eWrlyJVdPBh5BtrmkOgAAAB7d3Llz1axZM4WHh6tmzZoKDQ2lUAGPiFIFAACQA925c0eDBw/Wiy++qISEBHXp0kXbtm1TyZIlzY4G2B2W/wEAAOQw4eHh6ty5szZv3iyLxaJJkyZpzJgxslgsZkcD7BKlCgAAIAf5888/ZbVaderUKeXLl0+LFi2S1Wo1OxZg11j+BwAAkEMEBQWpfv36OnXqlMqWLavdu3dTqIB0QKkCAADI5gzD0OTJk+Xn56eYmBg1a9ZMISEhqlq1qtnRgGyBUgUAAJCN3bp1S127dtVbb70lSRoyZIh++uknFS5c2ORkQPbBOVUAAADZ1NmzZ+Xn56d9+/bJyclJn3zyifr37292LCDboVQBAABkQzt27FBAQICuXLmiIkWKaMWKFWrcuLHZsYBsieV/AAAA2cwXX3yhpk2b6sqVK3ryyScVGhpKoQIyEKUKAAAgm0hISNDQoUP1wgsv6M6dO+rYsaO2b9+u0qVLmx0NyNYoVQAAANnA9evX9dxzz+mjjz6SJE2cOFHLli1T3rx5TU4GZH+cUwUAAGDnDh48KKvVqhMnTihv3rz6+uuv5e/vb3YsIMegVAEAANixtWvXqnv37oqOjlaZMmW0evVqVatWzexYQI7C8j8AAAA7ZBiG3n33XVmtVkVHR6tJkyYKDQ2lUAEmoFQBAADYmdu3b6tHjx4aM2aMDMPQoEGDtH79enl4eJgdDciRWP4HAABgR86fPy8/Pz/t3btXuXLl0scff6yBAweaHQvI0ShVAAAAdmLXrl3y9/fX5cuXVbhwYa1YsUJNmjQxOxaQ47H8DwAAwA4sWLBAzzzzjC5fvqxq1aopNDSUQgVkEZQqAACALCwhIUEjRoxQ3759FR8fL39/f+3cuVM+Pj5mRwPwfyhVAAAAWVRERITatm2rWbNmSZLGjRun7777Tvny5TM5GYB/45wqAACALOjw4cOyWq06duyY8uTJo4ULF6pjx45mxwJwD5QqAACALGbdunXq2rWroqKiVKpUKQUFBenJJ580OxaA+2D5HwAAQBZhGIbee+89tW3bVlFRUWrcuLFCQ0MpVEAWR6kCAADIAmJjY9W7d2+NGjVKhmGof//+2rBhg4oWLWp2NAAPwfI/AAAAk128eFH+/v4KCQmRo6OjPvzwQ7300kuyWCxmRwOQApQqAAAAE4WEhMjPz09hYWEqVKiQli9frmbNmpkdC8AjYPkfAACASb7++ms9/fTTCgsLU9WqVRUaGkqhAuwQpQoAACCTJSYmatSoUerdu7fi4uJktVq1a9culS1b1uxoAFKBUgUAAJCJIiMj1b59e7333nuSpDfffFPff/+93NzcTE4GILU4pwoAACCTHD16VFarVUeOHJGrq6vmz5+vLl26mB0LQBpRqgAAADLBzz//rC5duigyMlIlSpRQUFCQatasaXYsAOmA5X8AAAAZyDAMvf/++2rTpo0iIyPVoEED7dmzh0IFZCOUKgAAgAwSGxurvn376tVXX1VSUpL69eunTZs2ydPT0+xoANIRy/8AAAAyQFhYmAICArR79245Ojrq/fff15AhQ7ihL5ANUaoAAADS2Z49e+Tn56cLFy6oYMGCWrZsmZo3b252LAAZhOV/AAAA6Wjx4sVq3LixLly4oMqVKyskJIRCBWRzlCoAAIB0kJiYqDFjxqhHjx6KjY1V27ZttXv3bj322GNmRwOQwShVAAAAaRQVFSU/Pz+9++67kqTXX39dQUFByp8/v8nJAGQGzqkCAABIg+PHj8tqterQoUNycXHRF198oe7du5sdC0AmolQBAACk0oYNG9S5c2dFRESoePHiWrVqlWrXrm12LACZjOV/AAAAj8gwDH300Udq3bq1IiIiVK9ePYWGhlKogByKUgUAAPAI4uLi1L9/fw0dOlSJiYkKDAzU5s2bVaxYMbOjATAJy/8AAABS6PLlywoICNDOnTvl4OCgGTNmaNiwYdzQF8jhKFUAAAAp8Ntvv8nX11fnz5+Xu7u7li5dqlatWpkdC0AWwPI/AACAh1i6dKkaNWqk8+fPq2LFigoJCaFQAbChVAEAANxHUlKS3nrrLXXt2lW3b99W69attXv3blWoUMHsaACyEJb/AQAA3EN0dLR69eqloKAgSdJrr72mqVOnytHR0eRkALIaShUAAMB/nDx5UlarVX/99ZecnZ31+eefq1evXmbHApBFUaoAAAD+ZfPmzerYsaOuX7+uYsWKadWqVapbt67ZsQBkYZxTBQAAoL9v6PvJJ5+oRYsWun79uurUqaM9e/ZQqAA8VLYqVePHj5fFYkn28PLyMjsWAADI4uLj4zVw4EANHjxYiYmJ6tmzp7Zu3Spvb2+zowGwA9lu+V/VqlW1YcMG23NOJgUAAA9y5coVdezYUdu2bZPFYtG0adM0cuRIbugLIMWyXanKlSvXI81OxcXFKS4uzvY8KioqI2IBAIAsaP/+/fL19dXZs2eVP39+ffvtt2rTpo3ZsQDYmWy1/E+Sjh07Jm9vb/n4+Khr1646efLkA8dPnTpV7u7utkfJkiUzKSkAADDTd999p4YNG+rs2bMqX768goODKVQAUsViGIZhdoj0sm7dOt26dUsVKlTQ5cuXNWnSJB0+fFh//fWXChcufM/X3GumqmTJkoqMjFT+/PkzKzoAAMgkSUlJmjBhgiZOnChJatmypZYsWaKCBQuanAxAVhMVFSV3d/eHdoNsVar+6+bNmypXrpxGjRqlESNGpOg1Kf2DAwAA9icmJkaBgYFauXKlJGnEiBGaNm2acuXKdmdEAEgHKe0G2fonSN68eVWtWjUdO3bM7CgAAMBkp0+flq+vr/744w/lzp1bn332mfr06WN2LADZQLY7p+rf4uLidOjQIRUrVszsKAAAwERbt25VnTp19Mcff8jT01NbtmyhUAFIN9mqVI0cOVJbt27VqVOnFBwcrI4dOyoqKkqBgYFmRwMAACaZM2eOmjdvrvDwcNWqVUt79uxR/fr1zY4FIBvJVsv/zp8/r27duik8PFxFihRRvXr1tHv3bpUuXdrsaAAAIJPduXNHQ4cO1ezZsyVJ3bp10xdffCFXV1eTkwHIbrJVqVqyZInZEQAAQBYQHh6uTp06acuWLbJYLJoyZYpGjx7NDX0BZIhsVaoAAAD++OMP+fr66vTp03Jzc9OiRYvUvn17s2MByMay1TlVAAAgZ1u1apUaNGig06dPq1y5ctq9ezeFCkCGo1QBAAC7ZxiG3nnnHfn7++vmzZt69tlnFRISoipVqpgdDUAOwPI/AABg127evKm+fftq+fLlkqRXXnlFM2fO5Ia+ADINP20AAIDdOnPmjPz8/LR//345OTlp9uzZev75582OBSCHoVQBAAC7tH37dgUEBOjq1asqWrSoVq5cqYYNG5odC0AOxDlVAADA7nz++edq1qyZrl69qho1aig0NJRCBcA0lCoAAGA37ty5oyFDhmjAgAG6c+eOOnfurO3bt6tUqVJmRwOQg7H8DwAA2IVr166pc+fO2rRpkyRp0qRJeuONN7ihLwDTUaoAAECW99dff8lqterkyZPKly+fvv76a/n5+ZkdCwAkUaoAAEAWt2bNGnXv3l0xMTHy8fFRUFCQqlWrZnYsALDhnCoAAJAlGYahKVOmyNfXVzExMWratKlCQkIoVACyHGaqAABAlnPr1i3169dPS5culSS9/PLLmjVrlpycnExOBgB3o1QBAIAs5dy5c/Lz89Nvv/2mXLly6ZNPPtGAAQPMjgUA90WpAgAAWcbOnTsVEBCgy5cvy8PDQytWrNDTTz9tdiwAeCDOqQIAAFnCl19+qaZNm+ry5ct64oknFBoaSqECYBcoVQAAwFQJCQkaPny4nn/+ecXHx6tDhw7asWOHypQpY3Y0AEgRShUAADDN9evX1aZNG33wwQeSpPHjx2vZsmXKly+fucEA4BFwThUAADDFoUOHZLVadfz4ceXJk0dfffWVOnToYHYsAHhklCoAAJDpfvjhB3Xr1k3R0dEqXbq0goKCVL16dbNjAUCqsPwPAABkGsMwNG3aNLVv317R0dF6+umnFRoaSqECYNcoVQAAIFPcvn1bPXv21Ouvvy7DMPTiiy9q/fr1KlKkiNnRACBNWP4HAAAy3IULF+Tn56c9e/YoV65c+uijjzRo0CCzYwFAuqBUAQCADBUcHCw/Pz9dunRJhQsX1vLly9W0aVOzYwFAumH5HwAAyDBfffWVmjRpokuXLunxxx9XSEgIhQpAtkOpAgAA6S4xMVEjR45UYGCg4uLi5Ofnp507d6ps2bJmRwOAdEepAgAA6erGjRtq166dZs6cKUl6++23tWLFCrm5uZmcDAAyBudUAQCAdHPkyBFZrVYdPXpUrq6uWrhwoTp16mR2LADIUJQqAACQLn766Sd17dpVkZGRKlmypIKCglSjRg2zYwFAhmP5HwAASBPDMDRz5ky1bdtWkZGRatiwoUJDQylUAHIMShUAAEi12NhY9enTRyNHjlRSUpKef/55bdq0SZ6enmZHA4BMw/I/AACQKhcvXlRAQICCg4Pl6OioWbNmafDgwbJYLGZHA4BMRakCAACPLDQ0VH5+frp48aIKFiyo5cuX69lnnzU7FgCYguV/AADgkSxatEiNGzfWxYsXVaVKFYWGhlKoAORolCoAAJAiiYmJGj16tHr27Km4uDi1b99eu3btUrly5cyOBgCmolQBAICHioyMlNVq1fTp0yVJb7zxhlatWqX8+fObnAwAzMc5VQAA4IGOHTsmq9Wqw4cPy8XFRV9++aW6detmdiwAyDIoVQAA4L7Wr1+vzp0768aNGypevLiCgoJUq1Yts2MBQJbC8j8AAHAXwzD0wQcfqHXr1rpx44bq16+vPXv2UKgA4B4oVQAAIJm4uDg9//zzGj58uJKSktSnTx9t3rxZXl5eZkcDgCyJ5X8AAMDm0qVLCggI0K5du+Tg4KCZM2dq6NCh3NAXAB6AUgUAACRJe/fulZ+fn86fP68CBQpo6dKlatmypdmxACDLY/kfAADQkiVL1KhRI50/f16VKlVSSEgIhQoAUohSBQBADpaUlKQ333xT3bp1U2xsrNq0aaPdu3erfPnyZkcDALvB8j8AAHKoqKgo9ezZU2vWrJEkjRo1SlOmTJGjo6PJyQDAvlCqAADIgU6cOCGr1aqDBw/K2dlZ8+bNU8+ePc2OBQB2iVIFAEAOs3HjRnXq1EkRERHy9vbWqlWrVKdOHbNjAYDd4pwqAAByCMMw9PHHH6tVq1aKiIhQ3bp1FRoaSqECgDSiVAEAkAPEx8drwIABeuWVV5SYmKhevXpp69at8vb2NjsaANi9VC//O3r0qLZs2aIrV64oKSkp2b6xY8emORgAAEgfV65cUYcOHbR9+3Y5ODho+vTpGjFiBDf0BYB0kqpS9fnnn2vQoEHy8PCQl5dXsh/KFouFUgUAQBaxf/9+Wa1WnTt3Tu7u7vr222/13HPPmR0LALKVVJWqSZMmafLkyRo9enR65wEAAOlk+fLlCgwM1O3bt1WhQgWtXr1aFStWNDsWAGQ7qTqnKiIiQp06dUrvLAAAIB0kJSVp7Nix6ty5s27fvq1WrVopODiYQgUAGSRVpapTp0765Zdf0jsLAABIo5iYGHXo0EHvvPOOJOnVV1/VDz/8oAIFCpgbDACysVQt/3vsscf09ttva/fu3apWrZqcnJyS7X/llVfSJVxqffrpp3rvvfcUFhamqlWr6oMPPlDjxo1NzQQAQEY7deqUfH19deDAAeXOnVuff/65evfubXYsAMj2LIZhGI/6Ih8fn/u/ocWikydPpilUWixdulS9evXSp59+qoYNG+qzzz7TvHnzdPDgQZUqVeqhr4+KipK7u7siIyOVP3/+TEh8b4ZhKPHR/68BAORQ27ZtU48ePXX9+jV5enrq22+XqG5d7j8FwD45WixZ4gqlKe0GqSpVWdlTTz2lmjVravbs2bZtlStXlp+fn6ZOnXrX+Li4OMXFxdmeR0VFqWTJkqaXqoSkJK0+dtm0zwcAAADMYi3vqVwO5t9SN6WlKs1JDcNQVull8fHx2rt3r1q2bJlse8uWLbVz5857vmbq1Klyd3e3PUqWLJkZUQEAAABkE6m++e9XX32l9957T8eOHZMkVahQQa+99pp69eqVbuEeVXh4uBITE+Xp6Zlsu6enpy5dunTP14wZM0YjRoywPf9npspsjhaLrOU9Hz4QAJAjhYeHq0ePntqxY7ssFosmTJio4cOHZYnlMgCQVo529rMsVaXq/fff19tvv63BgwerYcOGMgxDO3bs0MCBAxUeHq7hw4end85H8t+/UAzDuO9fMs7OznJ2ds6MWI/EYrEol50dTACAzPHHH3/IarXqzJkzcnNz0+LFi9WuXTuzYwFAjpWqUvXxxx9r9uzZya4o5Ovrq6pVq2r8+PGmlSoPDw85OjreNSt15cqVu2avAACwRytXrlTv3r118+ZNPfbYY1q9erUqV65sdiwAyNFSdU5VWFiYGjRocNf2Bg0aKCwsLM2hUit37tyqVauW1q9fn2z7+vXr75kXAAB7kZSUpAkTJqhDhw66efOmmjdvruDgYAoVAGQBqSpVjz32mJYtW3bX9qVLl6p8+fJpDpUWI0aM0Lx58/Tll1/q0KFDGj58uM6ePauBAweamgsAgNS6efOmOnfurPHjx0uShg0bpnXr1qlQoULmBgMASErl8r8JEyaoS5cu+vXXX9WwYUNZLBZt375dGzduvGfZykxdunTRtWvXNHHiRIWFhenxxx/Xjz/+qNKlS5uaCwCA1Dhz5ox8fX31+++/y8nJSXPmzFG/fv3MjgUA+JdU36dq7969mjVrlg4dOiTDMFSlShW9+uqrqlGjRnpnzFRZ5ea/AABs27ZNAQEBCg8Pl6enp1auXMlydgDIRDn25r9pRakCAGQFc+fO1csvv6yEhATVrFlTq1atyhK3/ACAnCSl3SDFy/+ioqJsbxQVFfXAsZQRAABS586dOxo+fLg++eQTSX8va//yyy+VJ08ek5MBAO4nxaWqYMGCCgsLU9GiRVWgQIF73vfpn/tBJSYmpmtIAABygvDwcHXu3FmbN2+WJE2ePFljxozhhr4AkMWluFRt2rTJdpWhf37YAwCA9PHnn3/KarXq1KlTypcvnxYtWiSr1Wp2LABACqS4VDVp0sT2v318fFSyZMm7/uXMMAydO3cu/dIBAJADBAUFqWfPnoqJiVHZsmW1evVqVa1a1exYAIAUStV9qnx8fHT16tW7tl+/fl0+Pj5pDgUAQE5gGIYmTZokPz8/xcTEqFmzZgoJCaFQAYCdSdV9qv45d+q/YmJi5OLikuZQAABkd7du3VLfvn1t93ccMmSIZs6cKScnJ5OTAQAe1SOVqhEjRkiSLBaL3n777WRXIkpMTFRwcLCefPLJdA0IAEB2c/bsWfn5+Wnfvn1ycnLSJ598ov79+5sdCwCQSo9Uqvbt2yfp75mqAwcOKHfu3LZ9uXPnVvXq1TVy5Mj0TQgAQDayY8cOBQQE6MqVKypSpIhWrFihxo0bmx0LAJAGj1Sq/rnqX9++ffXhhx9yPyoAAB7BF198oUGDBunOnTuqXr26goKCVLp0abNjAQDSKFUXqpg/fz6FCgCAFEpISNDQoUP1wgsv6M6dO+rYsaN27NhBoQKAbCJVF6qQpNDQUC1fvlxnz55VfHx8sn0rV65MczAAALKD69evq0uXLtqwYYMkaeLEiXrrrbe4oS8AZCOpmqlasmSJGjZsqIMHD+r777/XnTt3dPDgQW3atEnu7u7pnREAALt08OBB1a1bVxs2bFDevHm1cuVKvf322xQqAMhmUlWqpkyZolmzZmnt2rXKnTu3PvzwQx06dEidO3dWqVKl0jsjAAB2Z+3atapXr55OnDihMmXKaNeuXfL39zc7FgAgA6SqVJ04cUJt27aVJDk7O+vmzZuyWCwaPny45s6dm64BAQCwJ4Zh6N1335XValV0dLSaNGmi0NBQVatWzexoAIAMkqpSVahQIUVHR0uSihcvrj///FOSdOPGDd26dSv90gEAYEdu376tHj16aMyYMTIMQ4MGDdL69evl4eFhdjQAQAZK1YUqGjdurPXr16tatWrq3Lmzhg4dqk2bNmn9+vV69tln0zsjAABZ3vnz5+Xn56e9e/cqV65c+vjjjzVw4ECzYwEAMkGqStX//vc/xcbGSpLGjBkjJycnbd++XQEBAXr77bfTNSAAAFndP+dLXb58WYULF9aKFSvUpEkTs2MBADKJxTAMw+wQWUlUVJTc3d0VGRnJvbgAAA+1YMECvfjii4qPj1e1atUUFBQkHx8fs2MBANJBSrtBqs6patq0qb744gtFRkamOiAAAPYsISFBI0aMUN++fRUfHy9/f3/t3LmTQgUAOVCqSlW1atX01ltvycvLSx06dNCqVavuugEwAADZVUREhNq2batZs2ZJksaNG6fvvvtO+fLlMzkZAMAMqSpVH330kS5cuKCgoCC5ubkpMDBQXl5eGjBggLZu3ZreGQEAyDIOHz6sp556Sr/88ovy5Mmj5cuXa/z48XJwSNVfqQCAbCBdzqmKjY3VmjVrNHnyZB04cECJiYnpkc0UnFMFALifdevWqWvXroqKilKpUqUUFBSkJ5980uxYAIAMktJukKqr//3bpUuXtGTJEn3zzTf6448/VKdOnbS+JQAAWYphGJoxY4ZGjx4twzDUuHFjfffddypatKjZ0QAAWUCq1ipERUVp/vz5atGihUqWLKnZs2erffv2Onr0qIKDg9M7IwAApomNjVXv3r01atQoGYah/v37a8OGDRQqAIBNqmaqPD09VbBgQXXu3FlTpkxhdgoAkC1dvHhR/v7+CgkJkaOjoz788EO99NJLslgsZkcDAGQhqSpVQUFBat68OSflAgCyrZCQEPn5+SksLEyFChXS8uXL1axZM7NjAQCyoFS1opYtWyopKUkbNmzQZ599pujoaEl//4teTExMugYEACCzff3113r66acVFhamqlWrKjQ0lEIFALivVM1UnTlzRq1bt9bZs2cVFxenFi1ayM3NTdOnT1dsbKzmzJmT3jkBAMhwiYmJGjNmjN577z1JktVq1TfffCM3NzeTkwEAsrJUzVQNHTpUtWvXVkREhFxdXW3b/f39tXHjxnQLBwBAZrlx44bat29vK1Rvvvmmvv/+ewoVAOChUjVTtX37du3YsUO5c+dOtr106dK6cOFCugQDADya9evXa8GCBbpz547ZUezS3r17dfLkSbm6umr+/Pnq0qWL2ZEAAHYiVaUqKSnpnjf4PX/+PP+iBwCZzDAMTZ8+XWPGjFE63M89RytRooSCgoJUs2ZNs6MAAOxIqkpVixYt9MEHH2ju3LmSJIvFopiYGI0bN05t2rRJ14AAgPu7ffu2XnjhBS1evFiSFBgYyG0uUsnZ2Vl+fn7y8PAwOwoAwM5YjFT8s+bFixfVtGlTOTo66tixY6pdu7aOHTsmDw8P/frrr3Z9Q8SoqCi5u7srMjJS+fPnNzsOANzX+fPn5e/vrz179ihXrlz6+OOPNXDgQLNjAQCQbaS0G6Rqpsrb21v79+/Xt99+q99++01JSUl6/vnn1aNHj2QXrgAAZIzdu3fL399fly5dUuHChbVixQo1adLE7FgAAORIqZqpys6YqQKQ1S1cuFADBgxQfHy8qlWrpqCgIPn4+JgdCwCAbCfdZ6pWr16d4g+3Wq0pHgsASJmEhASNHj1a77//vqS/b2Px1VdfKV++fCYnAwAgZ0txqfLz80vROIvFcs8rAwIAUi8iIkLdunXTzz//LEkaN26cxo4dKweHVN1uEAAApKMUl6qkpKSMzAEAuI8jR47IarXq6NGjypMnjxYuXKiOHTuaHQsAAPyfR/onzjZt2igyMtL2fPLkybpx44bt+bVr11SlSpV0CwcAOd26detUt25dHT16VKVKldKOHTsoVAAAZDGPVKp++uknxcXF2Z5PmzZN169ftz1PSEjQkSNH0i8dAORQhmFoxowZatu2raKiotS4cWOFhobqySefNDsaAAD4jzQtxufCgQCQ/mJjYxUYGKjXXntNhmGof//+2rBhg13fAxAAgOwsVfepAgBkjIsXL8rf318hISFydHTUhx9+qJdeekkWi8XsaAAA4D4eqVRZLJa7/mLnL3oASB8hISHy8/NTWFiYChUqpOXLl6tZs2ZmxwIAAA/xSKXKMAz16dNHzs7Okv5eojJw4EDlzZtXkpKdbwUASLlvvvlGL7zwguLi4lS1alWtXr1aZcuWNTsWAABIgUcqVYGBgcme9+zZ864xvXv3TlsiAMhBEhMTNWbMGL333nuS/r55+jfffCM3NzeTkwEAgJR6pFI1f/78jMoBADlOZGSkunfvrh9//FGS9Oabb2rixInc0BcAADvDhSoAwARHjx6V1WrVkSNH5Orqqvnz56tLly5mxwIAAKlAqQKATPbLL7+oS5cuunHjhkqUKKGgoCDVrFnT7FgAACCVWGMCAJnEMAzNmjVLzz33nG7cuKEGDRpoz549FCoAAOwcpQoAMkFcXJz69eunESNGKCkpSf369dOmTZvk6elpdjQAAJBGLP8DgAwWFhamgIAA7d69W46Ojnr//fc1ZMgQ7vMHAEA2QakCgAy0Z88e+fn56cKFCypYsKCWLVum5s2bmx0LAACko2y1/K9MmTKyWCzJHq+//rrZsQDkUN9++60aN26sCxcuqHLlygoJCaFQAQCQDWW7maqJEyeqf//+tuf58uUzMQ2AnCgpKUlvvfWWpk6dKklq27atFi9erPz585ucDAAAZIRsV6rc3Nzk5eVldgwAOVRUVJR69OihtWvXSpJef/11TZo0SY6OjiYnAwAAGSVbLf+TpGnTpqlw4cJ68sknNXnyZMXHxz9wfFxcnKKiopI9ACA1jh8/rnr16mnt2rVycXHRokWLNHXqVAoVAADZXLaaqRo6dKhq1qypggULKiQkRGPGjNGpU6c0b968+75m6tSpmjBhQiamBJAdbdiwQZ07d1ZERISKFy+uVatWqXbt2mbHAgAAmcBiGIZhdogHGT9+/ENLT2ho6D1/eVmxYoU6duyo8PBwFS5c+J6vjYuLU1xcnO15VFSUSpYsqcjISM5/APBQhmHo448/1ogRI5SYmKh69epp5cqVKlasmNnRAABAGkVFRcnd3f2h3SDLz1QNHjxYXbt2feCYMmXK3HN7vXr1JP29JOd+pcrZ2VnOzs5pygggZ4qLi9PLL7+sL774QpIUGBioOXPmyMXFxeRkAAAgM2X5UuXh4SEPD49UvXbfvn2SxL8YA0h3ly9fVocOHbRjxw45ODhoxowZGjZsGDf0BQAgB8rypSqldu3apd27d6tp06Zyd3dXaGiohg8fLqvVqlKlSpkdD0A2sm/fPvn6+urcuXNyd3fX0qVL1apVK7NjAQAAk2SbUuXs7KylS5dqwoQJiouLU+nSpdW/f3+NGjXK7GgAspFly5apT58+un37tipWrKjVq1erQoUKZscCAAAmyjalqmbNmtq9e7fZMQBkU0lJSRo3bpwmTZokSWrdurW+/fZbFShQwNxgAADAdNmmVAFARomOjlavXr0UFBQkSXrttde4/xQAALChVAHAA5w8eVJWq1V//fWXnJ2d9fnnn6tXr15mxwIAAFkIpQoA7mPz5s3q2LGjrl+/rmLFimnVqlWqW7eu2bEAAEAW42B2AADIagzD0KeffqoWLVro+vXrqlOnjvbs2UOhAgAA90SpAoB/iY+P18CBA/Xyyy8rMTFRPXv21NatW+Xt7W12NAAAkEWx/A8A/s/Vq1fVoUMHbdu2TRaLRdOmTdPIkSO5oS8AAHggShUASPr999/l6+urM2fOKH/+/Pr222/Vpk0bs2MBAAA7wPI/ADneihUr1KBBA505c0bly5dXcHAwhQoAAKQYpQpAjpWUlKTx48erY8eOunXrllq2bKng4GBVqlTJ7GgAAMCOsPwPQI4UExOjwMBArVy5UpI0YsQITZs2Tbly8WMRAAA8Gn57AJDjnD59Wr6+vvrjjz+UO3duffbZZ+rTp4/ZsQAAgJ2iVAHIUbZu3aqOHTsqPDxcnp6e+v7771W/fn2zYwEAADvGOVUAcozPPvtMzZs3V3h4uGrVqqU9e/ZQqAAAQJpRqgBke3fu3NFLL72kgQMHKiEhQd26ddO2bdtUokQJs6MBAIBsgOV/ALK18PBwderUSVu2bJHFYtGUKVM0evRobugLAADSDaUKQLZ14MABWa1WnT59Wm5ublq0aJHat29vdiwAAJDNsPwPQLa0atUq1a9fX6dPn1a5cuW0e/duChUAAMgQlCoA2YphGHrnnXfk7++vmzdv6tlnn1VISIiqVKlidjQAAJBNsfwPQLZx8+ZN9e3bV8uXL5ckvfLKK5o5cyY39AUAABmK3zQAZAtnz56Vr6+v9u/fLycnJ82ePVvPP/+82bEAAEAOQKkCYPe2b9+ugIAAXb16VUWLFtXKlSvVsGFDs2MBAIAcgnOqANi1efPmqVmzZrp69aqefPJJhYaGUqgAAECmolQBsEt37tzRK6+8ov79++vOnTvq1KmTtm/frlKlSpkdDQAA5DAs/wNgd65du6bOnTtr06ZNkqRJkybpjTfe4Ia+AADAFJQqAHblr7/+ktVq1cmTJ5UvXz59/fXX8vPzMzsWAADIwShVAOzGmjVr1L17d8XExMjHx0dBQUGqVq2a2bEAAEAOxzlVALI8wzA0ZcoU+fr6KiYmRk2bNlVISAiFCgAAZAnMVAHI0m7duqV+/fpp6dKlkqSXX35Zs2bNkpOTk8nJAAAA/kapApBlnTt3Tn5+fvrtt9+UK1cuffLJJxowYIDZsQAAAJKhVAHIknbu3KmAgABdvnxZHh4eWrFihZ5++mmzYwEAANyFc6oAZDnz589X06ZNdfnyZT3xxBMKDQ2lUAEAgCyLUgUgy0hISNDw4cPVr18/xcfHq0OHDtqxY4fKlCljdjQAAID7YvkfgCwhIiJCXbp00fr16yVJ48eP19tvvy0HB/7tBwAAZG2UKgCmO3TokKxWq44fP648efLoq6++UocOHcyOBQAAkCKUKgCm+uGHH9StWzdFR0erdOnSCgoKUvXq1c2OBQAAkGKsqwFgCsMwNG3aNLVv317R0dF6+umnFRoaSqECAAB2h1IFINPdvn1bPXv21Ouvvy7DMPTiiy9q/fr1KlKkiNnRAAAAHhnL/wBkqgsXLsjPz0979uyRo6OjPv74Yw0aNMjsWAAAAKlGqQKQaYKDg+Xn56dLly6pcOHCWr58uZo2bWp2LAAAgDRh+R+ATPHVV1+pSZMmunTpkh5//HGFhIRQqAAAQLZAqQKQoRITEzVy5EgFBgYqLi5Ofn5+2rlzp8qWLWt2NAAAgHRBqQKQYW7cuKF27dpp5syZkqS3335bK1askJubm8nJAAAA0g/nVAHIEEeOHJHVatXRo0fl6uqqhQsXqlOnTmbHAgAASHeUKgDp7qefflLXrl0VGRmpkiVLKigoSDVq1DA7FgAAQIZg+R+AdGMYhmbOnKm2bdsqMjJSDRs2VGhoKIUKAABka5QqAOkiNjZWffr00ciRI5WUlKTnn39eGzdulKenp9nRAAAAMhTL/wCk2cWLFxUQEKDg4GA5Ojpq1qxZGjx4sCwWi9nRAAAAMhylCkCahIaGys/PTxcvXlTBggW1fPlyPfvss2bHAgAAyDQs/wOQaosWLVLjxo118eJFValSRaGhoRQqAACQ41CqADyyxMREjR49Wj179lRcXJzat2+vXbt2qVy5cmZHAwAAyHSUKgCPJDIyUlarVdOnT5ckvfHGG1q1apXy589vcjIAAABzcE4VgBQ7duyYrFarDh8+LBcXF3355Zfq1q2b2bEAAABMRakCkCLr169X586ddePGDRUvXlxBQUGqVauW2bEAAABMx/I/AA9kGIY++OADtW7dWjdu3FC9evW0Z88eChUAAMD/sZtSNXnyZDVo0EB58uRRgQIF7jnm7Nmzat++vfLmzSsPDw+98sorio+Pz9ygQDYSFxen559/XsOHD1dSUpL69OmjLVu2yMvLy+xoAAAAWYbdLP+Lj49Xp06dVL9+fX3xxRd37U9MTFTbtm1VpEgRbd++XdeuXVNgYKAMw9DHH39sQmLAvl26dEkBAQHatWuXHBwcNHPmTA0dOpQb+gIAAPyH3ZSqCRMmSJIWLFhwz/2//PKLDh48qHPnzsnb21uSNHPmTPXp00eTJ0/mymTAI9i7d6/8/Px0/vx5FShQQEuXLlXLli3NjgUAAJAl2c3yv4fZtWuXHn/8cVuhkqRWrVopLi5Oe/fuve/r4uLiFBUVlewB5GRLlixRo0aNdP78eVWqVEkhISEUKgAAgAfINqXq0qVL8vT0TLatYMGCyp07ty5dunTf102dOlXu7u62R8mSJTM6KpAlJSUl6c0331S3bt0UGxurNm3aaPfu3SpfvrzZ0QAAALI0U0vV+PHjZbFYHvjYs2dPit/vXud6GIbxwHNAxowZo8jISNvj3LlzqfougD2LioqSn5+fpkyZIkkaNWqUVq9eLXd3d5OTAQAAZH2mnlM1ePBgde3a9YFjypQpk6L38vLyUnBwcLJtERERunPnzl0zWP/m7OwsZ2fnFH0GkB2dOHFCVqtVBw8elLOzs+bNm6eePXuaHQsAAMBumFqqPDw85OHhkS7vVb9+fU2ePFlhYWEqVqyYpL8vXuHs7Mz9dID72Lhxozp16qSIiAh5e3vr+++/V926dc2OBQAAYFfs5pyqs2fPav/+/Tp79qwSExO1f/9+7d+/XzExMZKkli1bqkqVKurVq5f27dunjRs3auTIkerfvz9X/gP+459bDbRq1UoRERGqW7euQkNDKVQAAACpYDeXVB87dqwWLlxoe16jRg1J0ubNm/XMM8/I0dFRP/zwg1566SU1bNhQrq6u6t69u2bMmGFWZCBLio+P18svv6x58+ZJknr16qW5c+fKxcXF5GQAAAD2yWIYhmF2iKwkKipK7u7uioyMZIYL2c6VK1fUoUMHbd++XQ4ODpo+fbpGjBjBDX0BAADuIaXdwG5mqgCkzf79+2W1WnXu3Dm5u7vr22+/1XPPPWd2LAAAALtnN+dUAUi95cuXq0GDBjp37pwqVKig4OBgChUAAEA6oVQB2VhSUpLGjh2rzp076/bt22rVqpWCg4NVsWJFs6MBAABkGyz/A7KpmJgY9erVS6tWrZIkvfrqq5o2bZocHR3NDQYAAJDNUKqAbOjUqVPy9fXVgQMHlDt3bs2dO1eBgYFmxwIAAMiWKFVANrNlyxZ17NhR165dk5eXl77//nvVq1fP7FgAAADZFudUAdnI7Nmz1aJFC127dk21a9fWnj17KFQAAAAZjFIFZAPx8fEaNGiQXnrpJSUkJKh79+769ddfVbx4cbOjAQAAZHss/wPs3NWrV9WxY0f9+uuvslgsmjp1qkaNGsUNfQEAADIJpQqwY3/88YesVqvOnDkjNzc3LV68WO3atTM7FgAAQI7C8j/ATq1cuVINGjTQmTNn9Nhjjyk4OJhCBQAAYAJKFWBnkpKSNGHCBHXo0EE3b95U8+bNFRwcrMqVK5sdDQAAIEdi+R9gR2JiYtSnTx+tWLFCkjR06FDNmDFDuXLxnzIAAIBZ+E0MsBOnT5+Wr6+v/vjjDzk5OWnOnDnq16+f2bEAAAByPEoVYAe2bdumgIAAhYeHq2jRolq5cqUaNmxodiwAAACIc6qALG/u3Llq1qyZwsPDVbNmTe3Zs4dCBQAAkIVQqoAs6s6dOxo8eLBefPFFJSQkqEuXLtq2bZtKlixpdjQAAAD8C8v/gCwoPDxcnTt31ubNmyVJkydP1pgxY7ihLwAAQBZEqQKymD///FNWq1WnTp1Svnz5tGjRIlmtVrNjAQAA4D5Y/gdkIUFBQapfv75OnTqlsmXLavfu3RQqAACALI5SBWQBhmFo0qRJ8vPzU0xMjJo2baqQkBBVrVrV7GgAAAB4CEoVYLKbN2+qa9euevvttyVJgwcP1s8//6zChQubnAwAAAApwTlVgInOnj0rPz8/7du3T05OTvrkk0/Uv39/s2MBAADgEVCqAJPs2LFDAQEBunLliooUKaIVK1aocePGZscCAADAI2L5H2CCL774Qk2bNtWVK1dUvXp1hYaGUqgAAADsFKUKyEQJCQkaOnSoXnjhBd25c0cdO3bUjh07VLp0abOjAQAAIJUoVUAmuX79up577jl99NFHkqSJEydq2bJlyps3r8nJAAAAkBacUwVkgoMHD8pqterEiRPKmzevvv76a/n7+5sdCwAAAOmAUgVksDVr1qhHjx6Kjo5WmTJlFBQUpCeeeMLsWAAAAEgnLP8DMohhGHr33Xfl6+ur6OhoNWnSRKGhoRQqAACAbIZSBWSAW7duqUePHhozZowMw9CgQYO0fv16eXh4mB0NAAAA6Yzlf0A6O3/+vPz8/LR3717lypVLH330kQYNGmR2LAAAAGQQShWQjnbt2iV/f39dvnxZhQsX1ooVK9SkSROzYwEAACADsfwPSCcLFizQM888o8uXL6tatWoKDQ2lUAEAAOQAlCogjRISEjRixAj17dtX8fHx8vf3186dO+Xj42N2NAAAAGQCShWQBhEREWrbtq1mzZolSRo7dqy+++475cuXz+RkAAAAyCycUwWk0uHDh2W1WnXs2DHlyZNHCxcuVMeOHc2OBQAAgExGqQJS4ccff1S3bt0UFRWlUqVKKSgoSE8++aTZsQAAAGAClv8Bj8AwDL333ntq166doqKi1KhRI4WGhlKoAAAAcjBKFZBCt2/fVu/evTVq1CgZhqH+/ftr48aNKlq0qNnRAAAAYCKW/wEpcOHCBfn7+ys0NFSOjo768MMP9dJLL8lisZgdDQAAACajVAEPERwcLH9/f4WFhalQoUJavny5mjVrZnYsAAAAZBEs/wMe4Ouvv1aTJk0UFhamqlWrKjQ0lEIFAACAZChVwD0kJibqtddeU+/evRUXFyer1apdu3apbNmyZkcDAABAFkOpAv7jxo0bateunWbMmCFJevPNN/X999/Lzc3N5GQAAADIijinCviXo0ePymq16siRI3J1ddX8+fPVpUsXs2MBAAAgC6NUAf/n559/VpcuXRQZGakSJUooKChINWvWNDsWAAAAsjiW/yHHMwxD77//vtq0aaPIyEg1aNBAe/bsoVABAAAgRShVyNFiY2PVt29fvfrqq0pKSlK/fv20adMmeXp6mh0NAAAAdoLlf8ixwsLCFBAQoN27d8vBwUGzZs3SkCFDuKEvAAAAHgmlCjlSaGio/P39deHCBRUoUEDLli1TixYtzI4FAAAAO8TyP+Q4ixcv1tNPP60LFy6ocuXKCgkJoVABAAAg1ShVyDESExP1+uuvq0ePHoqNjVXbtm21a9culS9f3uxoAAAAsGMs/0OOEBUVpe7du+uHH36QJI0ePVqTJ0+Wo6OjyckAAABg7+xmpmry5Mlq0KCB8uTJowIFCtxzjMViuesxZ86czA2KLOf48eOqV6+efvjhB7m4uGjRokV69913KVQAAABIF3YzUxUfH69OnTqpfv36+uKLL+47bv78+WrdurXtubu7e2bEQxa1YcMGde7cWREREfL29taqVatUp04ds2MBAAAgG7GbUjVhwgRJ0oIFCx44rkCBAvLy8sqERMjKDMPQxx9/rBEjRigxMVFPPfWUvv/+exUrVszsaAAAAMhm7KZUpdTgwYP1wgsvyMfHR88//7wGDBggB4f7r3KMi4tTXFyc7XlUVFRmxHyokydPys/Pz+wYdisuLk5Hjx6VJAUGBmrOnDlycXExORUAAACyo2xVqt555x09++yzcnV11caNG/Xqq68qPDxcb7311n1fM3XqVNssWFYSFxenAwcOmB3Drjk4OOi9997T8OHDuaEvAAAAMozFMAzDrA8fP378QwtNaGioateubXu+YMECDRs2TDdu3Hjo+8+cOVMTJ05UZGTkfcfca6aqZMmSioyMVP78+R/+JTLIzZs3tWvXLtM+PzsoW7asypYta3YMAAAA2KmoqCi5u7s/tBuYOlM1ePBgde3a9YFjypQpk+r3r1evnqKionT58mV5enrec4yzs7OcnZ1T/RkZJW/evGrevLnZMQAAAAA8hKmlysPDQx4eHhn2/vv27ZOLi8t9L8EOAAAAAGllN+dUnT17VtevX9fZs2eVmJio/fv3S5Iee+wx5cuXT2vWrNGlS5dUv359ubq6avPmzXrzzTc1YMCALDkTBQAAACB7sJtSNXbsWC1cuND2vEaNGpKkzZs365lnnpGTk5M+/fRTjRgxQklJSSpbtqwmTpyol19+2azIAAAAAHIAUy9UkRWl9GQ0AAAAANlbSrvB/W/gBAAAAAB4KEoVAAAAAKQBpQoAAAAA0oBSBQAAAABpQKkCAAAAgDSgVAEAAABAGlCqAAAAACANKFUAAAAAkAaUKgAAAABIA0oVAAAAAKRBLrMDZDWGYUiSoqKiTE4CAAAAwEz/dIJ/OsL9UKr+Izo6WpJUsmRJk5MAAAAAyAqio6Pl7u5+3/0W42G1K4dJSkrSxYsX5ebmJovFYmqWqKgolSxZUufOnVP+/PlNzYKcg+MOZuHYgxk47mAWjj37YBiGoqOj5e3tLQeH+585xUzVfzg4OKhEiRJmx0gmf/78/MeGTMdxB7Nw7MEMHHcwC8de1vegGap/cKEKAAAAAEgDShUAAAAApAGlKgtzdnbWuHHj5OzsbHYU5CAcdzALxx7MwHEHs3DsZS9cqAIAAAAA0oCZKgAAAABIA0oVAAAAAKQBpQoAAAAA0oBSBQAAAABpQKnKoj799FP5+PjIxcVFtWrV0rZt28yOBDs2depU1alTR25ubipatKj8/Px05MiRZGMMw9D48ePl7e0tV1dXPfPMM/rrr7+SjYmLi9OQIUPk4eGhvHnzymq16vz585n5VWDHpk6dKovFomHDhtm2cdwho1y4cEE9e/ZU4cKFlSdPHj355JPau3evbT/HHjJCQkKC3nrrLfn4+MjV1VVly5bVxIkTlZSUZBvDsZdNGchylixZYjg5ORmff/65cfDgQWPo0KFG3rx5jTNnzpgdDXaqVatWxvz5840///zT2L9/v9G2bVujVKlSRkxMjG3Mu+++a7i5uRkrVqwwDhw4YHTp0sUoVqyYERUVZRszcOBAo3jx4sb69euN3377zWjatKlRvXp1IyEhwYyvBTsSEhJilClTxnjiiSeMoUOH2rZz3CEjXL9+3ShdurTRp08fIzg42Dh16pSxYcMG4/jx47YxHHvICJMmTTIKFy5srF271jh16pSxfPlyI1++fMYHH3xgG8Oxlz1RqrKgunXrGgMHDky2rVKlSsbrr79uUiJkN1euXDEkGVu3bjUMwzCSkpIMLy8v491337WNiY2NNdzd3Y05c+YYhmEYN27cMJycnIwlS5bYxly4cMFwcHAwfvrpp8z9ArAr0dHRRvny5Y3169cbTZo0sZUqjjtklNGjRxuNGjW6736OPWSUtm3bGv369Uu2LSAgwOjZs6dhGBx72RnL/7KY+Ph47d27Vy1btky2vWXLltq5c6dJqZDdREZGSpIKFSokSTp16pQuXbqU7LhzdnZWkyZNbMfd3r17defOnWRjvL299fjjj3Ns4oFefvlltW3bVs2bN0+2neMOGWX16tWqXbu2OnXqpKJFi6pGjRr6/PPPbfs59pBRGjVqpI0bN+ro0aOSpN9//13bt29XmzZtJHHsZWe5zA6A5MLDw5WYmChPT89k2z09PXXp0iWTUiE7MQxDI0aMUKNGjfT4449Lku3Yutdxd+bMGduY3Llzq2DBgneN4djE/SxZskS//fabQkND79rHcYeMcvLkSc2ePVsjRozQG2+8oZCQEL3yyitydnZW7969OfaQYUaPHq3IyEhVqlRJjo6OSkxM1OTJk9WtWzdJ/NzLzihVWZTFYkn23DCMu7YBqTF48GD98ccf2r59+137UnPccWzifs6dO6ehQ4fql19+kYuLy33HcdwhvSUlJal27dqaMmWKJKlGjRr666+/NHv2bPXu3ds2jmMP6W3p0qX65ptvtHjxYlWtWlX79+/XsGHD5O3trcDAQNs4jr3sh+V/WYyHh4ccHR3v+peIK1eu3PWvGsCjGjJkiFavXq3NmzerRIkStu1eXl6S9MDjzsvLS/Hx8YqIiLjvGODf9u7dqytXrqhWrVrKlSuXcuXKpa1bt+qjjz5Srly5bMcNxx3SW7FixVSlSpVk2ypXrqyzZ89K4mceMs5rr72m119/XV27dlW1atXUq1cvDR8+XFOnTpXEsZedUaqymNy5c6tWrVpav359su3r169XgwYNTEoFe2cYhgYPHqyVK1dq06ZN8vHxSbbfx8dHXl5eyY67+Ph4bd261Xbc1apVS05OTsnGhIWF6c8//+TYxD09++yzOnDggPbv32971K5dWz169ND+/ftVtmxZjjtkiIYNG95124ijR4+qdOnSkviZh4xz69YtOTgk//Xa0dHRdkl1jr1szKQLZOAB/rmk+hdffGEcPHjQGDZsmJE3b17j9OnTZkeDnRo0aJDh7u5ubNmyxQgLC7M9bt26ZRvz7rvvGu7u7sbKlSuNAwcOGN26dbvnJV5LlChhbNiwwfjtt9+MZs2acYlXPJJ/X/3PMDjukDFCQkKMXLlyGZMnTzaOHTtmLFq0yMiTJ4/xzTff2MZw7CEjBAYGGsWLF7ddUn3lypWGh4eHMWrUKNsYjr3siVKVRX3yySdG6dKljdy5cxs1a9a0XfoaSA1J93zMnz/fNiYpKckYN26c4eXlZTg7OxtPP/20ceDAgWTvc/v2bWPw4MFGoUKFDFdXV6Ndu3bG2bNnM/nbwJ79t1Rx3CGjrFmzxnj88ccNZ2dno1KlSsbcuXOT7efYQ0aIiooyhg4dapQqVcpwcXExypYta7z55ptGXFycbQzHXvZkMQzDMHOmDAAAAADsGedUAQAAAEAaUKoAAAAAIA0oVQAAAACQBpQqAAAAAEgDShUAAAAApAGlCgAAAADSgFIFAAAAAGlAqQIAAACANKBUAQBSxWKxaNWqVWbHMEVO+O6HDx9WvXr15OLioieffNLsOACQpVGqAAA2ffr0kcVikcVikZOTkzw9PdWiRQt9+eWXSkpKSjY2LCxMzz33XIreNyeUkOxm3Lhxyps3r44cOaKNGzeaHQcAsjRKFQAgmdatWyssLEynT5/WunXr1LRpUw0dOlTt2rVTQkKCbZyXl5ecnZ1NTIr/io+PT7f3OnHihBo1aqTSpUurcOHC6fa+AJAdUaoAAMk4OzvLy8tLxYsXV82aNfXGG28oKChI69at04IFC2zj/j37FB8fr8GDB6tYsWJycXFRmTJlNHXqVElSmTJlJEn+/v6yWCy25ydOnJCvr688PT2VL18+1alTRxs2bEiWpUyZMpoyZYr69esnNzc3lSpVSnPnzk025vz58+ratasKFSqkvHnzqnbt2goODrbtX7NmjWrVqiUXFxeVLVtWEyZMSFYO/ys0NFQtWrSQh4eH3N3d1aRJE/32228P/DM7cOCAmjVrJldXVxUuXFgDBgxQTEyMbX+fPn3k5+enGTNmqFixYipcuLBefvll3blzxzYmLCxMbdu2laurq3x8fLR48WKVKVNGH3zwwX0/95/3nTp1qry9vVWhQgVJ0oULF9SlSxcVLFhQhQsXlq+vr06fPp3stfPnz1flypXl4uKiSpUq6dNPP7Xts1gs2rt3ryZOnCiLxaLx48c/8PsDQE5HqQIAPFSzZs1UvXp1rVy58p77P/roI61evVrLli3TkSNH9M0339jKU2hoqKS/f4kPCwuzPY+JiVGbNm20YcMG7du3T61atVL79u119uzZZO89c+ZM1a5dW/v27dNLL72kQYMG6fDhw7b3aNKkiS5evKjVq1fr999/16hRo2xLFX/++Wf17NlTr7zyig4ePKjPPvtMCxYs0OTJk+/7XaOjoxUYGKht27Zp9+7dKl++vNq0aaPo6Oh7jr9165Zat26tggULKjQ0VMuXL9eGDRs0ePDgZOM2b96sEydOaPPmzVq4cKEWLFiQrKT27t1bFy9e1JYtW7RixQrNnTtXV65cuW/Of2zcuFGHDh3S+vXrtXbtWt26dUtNmzZVvnz59Ouvv2r79u3Kly+fWrdubZvJ+vzzz/Xmm29q8uTJOnTokKZMmaK3335bCxculPR3watatapeffVVhYWFaeTIkQ/NAQA5mgEAwP8JDAw0fH1977mvS5cuRuXKlW3PJRnff/+9YRiGMWTIEKNZs2ZGUlLSPV/777EPUqVKFePjjz+2PS9durTRs2dP2/OkpCSjaNGixuzZsw3DMIzPPvvMcHNzM65du3bP92vcuLExZcqUZNu+/vpro1ixYg/N8o+EhATDzc3NWLNmzT2/z9y5c42CBQsaMTExtv0//PCD4eDgYFy6dMkwjL//XEuXLm0kJCTYxnTq1Mno0qWLYRiGcejQIUOSERoaatt/7NgxQ5Ixa9as+2YLDAw0PD09jbi4ONu2L774wqhYsWKy/y/i4uIMV1dX4+effzYMwzBKlixpLF68ONl7vfPOO0b9+vVtz6tXr26MGzfuYX88AADDMHKZ2ugAAHbDMAxZLJZ77uvTp49atGihihUrqnXr1mrXrp1atmz5wPe7efOmJkyYoLVr1+rixYtKSEjQ7du375qpeuKJJ2z/22KxyMvLyzaDs3//ftWoUUOFChW652fs3btXoaGhyWamEhMTFRsbq1u3bilPnjx3vebKlSsaO3asNm3apMuXLysxMVG3bt26K9c/Dh06pOrVqytv3ry2bQ0bNlRSUpKOHDkiT09PSVLVqlXl6OhoG1OsWDEdOHBAknTkyBHlypVLNWvWtO1/7LHHVLBgwXv/4f1LtWrVlDt37mTf+fjx43Jzc0s2LjY2VidOnNDVq1d17tw5Pf/88+rfv79tf0JCgtzd3R/6eQCAu1GqAAApcujQIfn4+NxzX82aNXXq1CmtW7dOGzZsUOfOndW8eXN99913932/1157TT///LNmzJihxx57TK6ururYseNdF1twcnJK9txisdiW97m6uj4wc1JSkiZMmKCAgIC79rm4uNzzNX369NHVq1f1wQcfqHTp0nJ2dlb9+vXvexGIB5XNf29/0PcwDOO+7/0w/y5z0t/fuVatWlq0aNFdY4sUKaLY2FhJfy8BfOqpp5Lt/3fpAwCkHKUKAPBQmzZt0oEDBzR8+PD7jsmfP7+6dOmiLl26qGPHjmrdurWuX7+uQoUKycnJSYmJicnGb9u2TX369JG/v7+kv8+P+u/FFB7miSee0Lx582yf8181a9bUkSNH9Nhjj6X4Pbdt26ZPP/1Ubdq0kSSdO3dO4eHh9x1fpUoVLVy4UDdv3rQVnB07dsjBwcF24YiHqVSpkhISErRv3z7VqlVLknT8+HHduHEjxbn/UbNmTS1dulRFixZV/vz579rv7u6u4sWL6+TJk+rRo8cjvz8A4G5cqAIAkExcXJwuXbqkCxcu6LffftOUKVPk6+urdu3aqXfv3vd8zaxZs7RkyRIdPnxYR48e1fLly+Xl5aUCBQpI+vsqfhs3btSlS5cUEREh6e/lbStXrtT+/fv1+++/q3v37nfdC+thunXrJi8vL/n5+WnHjh06efKkVqxYoV27dkmSxo4dq6+++krjx4/XX3/9pUOHDmnp0qV666237vuejz32mL7++msdOnRIwcHB6tGjxwNnxHr06CEXFxcFBgbqzz//1ObNmzVkyBD16tXLtvTvYSpVqqTmzZtrwIABCgkJ0b59+zRgwAC5urredxbsQXk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    " ] @@ -69,7 +69,7 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 3, "metadata": {}, "outputs": [], "source": [ @@ -89,7 +89,7 @@ }, { "cell_type": "code", - "execution_count": 26, + "execution_count": 4, "metadata": {}, "outputs": [ { @@ -98,7 +98,7 @@ "{'Hs': [1.0, 2.0, 3.0], 'Hs_L0': [0.01]}" ] }, - "execution_count": 26, + "execution_count": 4, "metadata": {}, "output_type": "execute_result" } @@ -113,7 +113,7 @@ }, { "cell_type": "code", - "execution_count": 27, + "execution_count": 5, "metadata": {}, "outputs": [], "source": [ @@ -129,20 +129,61 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": 6, "metadata": {}, "outputs": [], "source": [ - "swan_wrapper.run_cases_in_background(launcher=\"docker_serial\")" + "swan_wrapper.run_cases_in_background(launcher=\"serial\", num_workers=3)" ] }, { "cell_type": "code", - "execution_count": 32, + "execution_count": 7, "metadata": {}, "outputs": [ { "data": { + "application/vnd.microsoft.datawrangler.viewer.v0+json": { + "columns": [ + { + "name": "index", + "rawType": "int64", + "type": "integer" + }, + { + "name": "Case", + "rawType": "object", + "type": "string" + }, + { + "name": "Status", + "rawType": "object", + "type": "string" + } + ], + "ref": "bba47944-960d-4e8d-9b2a-ab8c20204f70", + "rows": [ + [ + "0", + "0000", + "END" + ], + [ + "1", + "0001", + "END" + ], + [ + "2", + "0002", + "END" + ] + ], + "shape": { + "columns": 2, + "rows": 3 + } + }, "text/html": [ "
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    tide_timesurge_timestation_x_coordinatestation_y_coordinatestationswaterlevelstation_x_coordinate_tidestation_y_coordinate_tidestations_tidetideskew_surge
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    41950-01-03 01:20:001950-01-03 02:00:00-3.11355.96412271.866-3.11355.96412271.4510.415
    ....................................
    529292024-12-30 02:20:002024-12-30 02:10:00-3.11355.96412271.968-3.11355.96412272.051-0.083
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    " + ], + "text/plain": [ + " tide_time surge_time station_x_coordinate station_y_coordinate stations waterlevel station_x_coordinate_tide station_y_coordinate_tide stations_tide tide skew_surge\n", + "0 1950-01-01 03:40:00 1950-01-01 00:20:00 -3.113 55.964 1227 1.500 -3.113 55.964 1227 0.039 1.461\n", + "1 1950-01-01 16:30:00 1950-01-01 13:00:00 -3.113 55.964 1227 1.410 -3.113 55.964 1227 0.412 0.998\n", + "2 1950-01-02 00:10:00 1950-01-02 01:30:00 -3.113 55.964 1227 1.821 -3.113 55.964 1227 0.372 1.449\n", + "3 1950-01-02 12:50:00 1950-01-02 13:40:00 -3.113 55.964 1227 1.827 -3.113 55.964 1227 1.075 0.752\n", + "4 1950-01-03 01:20:00 1950-01-03 02:00:00 -3.113 55.964 1227 1.866 -3.113 55.964 1227 1.451 0.415\n", + "... ... ... ... ... ... ... ... ... ... ... ...\n", + "52929 2024-12-30 02:20:00 2024-12-30 02:10:00 -3.113 55.964 1227 1.968 -3.113 55.964 1227 2.051 -0.083\n", + "52930 2024-12-30 14:40:00 2024-12-30 14:40:00 -3.113 55.964 1227 2.109 -3.113 55.964 1227 2.248 -0.139\n", + "52931 2024-12-31 03:00:00 2024-12-31 03:00:00 -3.113 55.964 1227 2.073 -3.113 55.964 1227 2.195 -0.122\n", + "52932 2024-12-31 15:20:00 2024-12-31 15:20:00 -3.113 55.964 1227 2.053 -3.113 55.964 1227 2.409 -0.356\n", + "52933 2024-12-31 23:50:00 2024-12-31 23:50:00 -3.113 55.964 1227 -0.044 -3.113 55.964 1227 -0.231 0.187\n", + "\n", + "[52934 rows x 11 columns]" + ] + }, + "execution_count": 65, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data[\"time_diff\"] = (data[\"tide_time\"] - data[\"surge_time\"]).abs()\n", + "\n", + "# For each surge_time, keep the row with the smallest difference\n", + "closest_rows = data.loc[data.groupby(\"surge_time\")[\"time_diff\"].idxmin()]\n", + "closest_rows = closest_rows.drop(columns=\"time_diff\")\n", + "data = closest_rows\n", + "data\n" + ] + }, + { + "cell_type": "code", + "execution_count": 66, + "id": "2bc181af", + "metadata": {}, + "outputs": [ + { + "data": { + 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    skew_surgedetrended_surgeYear
    surge_time
    1950-01-04 02:50:00-0.342-0.3252071950
    1950-01-04 15:10:000.4490.4657931950
    1950-01-05 03:30:00-0.215-0.1982071950
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    ............
    2024-12-30 02:10:00-0.083-0.0608072024
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    52927 rows × 3 columns

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    " + ], + "text/plain": [ + " skew_surge detrended_surge Year\n", + "surge_time \n", + "1950-01-04 02:50:00 -0.342 -0.325207 1950\n", + "1950-01-04 15:10:00 0.449 0.465793 1950\n", + "1950-01-05 03:30:00 -0.215 -0.198207 1950\n", + "1950-01-05 15:40:00 0.224 0.240793 1950\n", + "1950-01-06 04:20:00 -0.260 -0.243207 1950\n", + "... ... ... ...\n", + "2024-12-30 02:10:00 -0.083 -0.060807 2024\n", + "2024-12-30 14:40:00 -0.139 -0.116807 2024\n", + "2024-12-31 03:00:00 -0.122 -0.099807 2024\n", + "2024-12-31 15:20:00 -0.356 -0.333807 2024\n", + "2024-12-31 23:50:00 0.187 0.209193 2024\n", + "\n", + "[52927 rows x 3 columns]" + ] + }, + "execution_count": 66, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data = data [['surge_time','skew_surge']]\n", + "data = data[~((data['surge_time'] >= '1950-01-01') & \n", + " (data['surge_time'] <= '1950-01-04'))]\n", + "data = data[~((data['surge_time'] >= '2021-03-09') & \n", + " (data['surge_time'] < '2021-03-10'))]\n", + "data = data.reset_index(drop=True)\n", + "\n", + "data['detrended_surge'] = signal.detrend(data['skew_surge'])\n", + "data['Year'] = data['surge_time'].dt.year\n", + "data.set_index(\"surge_time\", inplace=True)\n", + "data" + ] + }, + { + "cell_type": "code", + "execution_count": 67, + "id": "0bd29ac8", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " skew_surge detrended_surge Year\n", + "surge_time \n", + "1950-03-11 20:10:00 0.532 0.548806 1950\n", + "1951-12-24 23:20:00 0.600 0.616935 1951\n", + "1952-01-15 16:40:00 0.574 0.590939 1952\n", + "1953-01-31 16:10:00 0.535 0.552014 1953\n", + "1954-11-12 03:50:00 0.491 0.508142 1954\n", + "... ... ... ...\n", + "2020-01-15 05:30:00 0.696 0.717836 2020\n", + "2021-11-26 19:50:00 0.597 0.618970 2021\n", + "2022-02-21 05:50:00 0.514 0.535987 2022\n", + "2023-11-02 17:40:00 0.527 0.549109 2023\n", + "2024-01-22 12:20:00 0.641 0.663125 2024\n", + "\n", + "[75 rows x 3 columns]\n" + ] + } + ], + "source": [ + "Annual_max_idx = data.resample('YE')['detrended_surge'].idxmax()\n", + "#print(f\"Annual_max_idx:\\n{Annual_max_idx}\")\n", + "Annual_max = data.loc[Annual_max_idx]\n", + "print (Annual_max)" + ] + }, + { + "cell_type": "code", + "execution_count": 68, + "id": "89357b5b", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "['/home/aapolola/prjs0911/GTSM_ERA5_Extension/Climate_indices/AMM.txt', '/home/aapolola/prjs0911/GTSM_ERA5_Extension/Climate_indices/AO.txt', '/home/aapolola/prjs0911/GTSM_ERA5_Extension/Climate_indices/NaoJones.txt', '/home/aapolola/prjs0911/GTSM_ERA5_Extension/Climate_indices/Nina1_anom.txt', '/home/aapolola/prjs0911/GTSM_ERA5_Extension/Climate_indices/Nina3_4_anom.txt', '/home/aapolola/prjs0911/GTSM_ERA5_Extension/Climate_indices/Nina3_anom.txt', '/home/aapolola/prjs0911/GTSM_ERA5_Extension/Climate_indices/Nina4_anom.txt', '/home/aapolola/prjs0911/GTSM_ERA5_Extension/Climate_indices/ONI.txt', '/home/aapolola/prjs0911/GTSM_ERA5_Extension/Climate_indices/PNA.txt', '/home/aapolola/prjs0911/GTSM_ERA5_Extension/Climate_indices/SOI.txt', '/home/aapolola/prjs0911/GTSM_ERA5_Extension/Climate_indices/WHWP.txt', '/home/aapolola/prjs0911/GTSM_ERA5_Extension/Climate_indices/WP.txt', '/home/aapolola/prjs0911/GTSM_ERA5_Extension/Climate_indices/ZPDO.txt']\n" + ] + } + ], + "source": [ + "climate_files = sorted(glob.glob('/home/aapolola/prjs0911/GTSM_ERA5_Extension/Climate_indices/*.txt'))\n", + "print (climate_files)" + ] + }, + { + "cell_type": "code", + "execution_count": 69, + "id": "a20e0e6c", + "metadata": {}, + "outputs": [], + "source": [ + "pd.set_option('display.expand_frame_repr', False) " + ] + }, + { + "cell_type": "code", + "execution_count": 70, + "id": "e99d41cc", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{'AMM': Year mean\n", + "0 1950 0.758333\n", + "1 1951 1.348333\n", + "2 1952 1.473333\n", + "3 1953 1.628333\n", + "4 1954 -0.168333\n", + ".. ... ...\n", + "70 2020 0.640833\n", + "71 2021 0.060833\n", + "72 2022 0.629167\n", + "73 2023 2.791667\n", + "74 2024 3.459167\n", + "\n", + "[75 rows x 2 columns], 'AO': Year mean\n", + "0 1950 -0.199333\n", + "1 1951 -0.364667\n", + "2 1952 -0.674917\n", + "3 1953 -0.016417\n", + "4 1954 -0.000583\n", + ".. ... ...\n", + "70 2020 0.781000\n", + "71 2021 -0.064333\n", + "72 2022 0.117500\n", + "73 2023 -0.002333\n", + "74 2024 0.147333\n", + "\n", + "[75 rows x 2 columns], 'Nao': Year mean\n", + "0 1950 0.488333\n", + "1 1951 -0.067500\n", + "2 1952 -0.371667\n", + "3 1953 0.397500\n", + "4 1954 0.510000\n", + ".. ... ...\n", + "70 2020 0.335833\n", + "71 2021 -0.673333\n", + "72 2022 -0.063333\n", + "73 2023 -0.566667\n", + "74 2024 -0.181667\n", + "\n", + "[75 rows x 2 columns], 'Nino1+2_anom': Year mean\n", + "0 1950 -1.479167\n", + "1 1951 0.358333\n", + "2 1952 -0.800000\n", + "3 1953 0.237500\n", + "4 1954 -2.015000\n", + ".. ... ...\n", + "70 2020 -0.525000\n", + "71 2021 -0.789167\n", + "72 2022 -1.182500\n", + "73 2023 1.953333\n", + "74 2024 -0.158333\n", + "\n", + "[75 rows x 2 columns], 'Nino3_4_anom': Year mean\n", + "0 1950 -1.349167\n", + "1 1951 -0.052500\n", + "2 1952 -0.333333\n", + "3 1953 0.246667\n", + "4 1954 -0.894167\n", + ".. ... ...\n", + "70 2020 -0.362500\n", + "71 2021 -0.722500\n", + "72 2022 -0.936667\n", + "73 2023 0.824167\n", + "74 2024 0.347500\n", + "\n", + "[75 rows x 2 columns], 'Nino3_anom': Year mean\n", + "0 1950 -1.154167\n", + "1 1951 0.099167\n", + "2 1952 -0.534167\n", + "3 1953 0.134167\n", + "4 1954 -1.295833\n", + ".. ... ...\n", + "70 2020 -0.462500\n", + "71 2021 -0.665833\n", + "72 2022 -0.915833\n", + "73 2023 1.181667\n", + "74 2024 0.241667\n", + "\n", + "[75 rows x 2 columns], 'Nino4_anom': Year mean\n", + "0 1950 -1.432500\n", + "1 1951 -0.270000\n", + "2 1952 -0.440000\n", + "3 1953 -0.142500\n", + "4 1954 -0.828333\n", + ".. ... ...\n", + "70 2020 -0.038333\n", + "71 2021 -0.553333\n", + "72 2022 -0.829167\n", + "73 2023 0.545000\n", + "74 2024 0.603333\n", + "\n", + "[75 rows x 2 columns], 'ONI': Year mean\n", + "0 1950 -0.860000\n", + "1 1951 0.430833\n", + "2 1952 0.174167\n", + "3 1953 0.713333\n", + "4 1954 -0.400833\n", + ".. ... ...\n", + "70 2020 -0.359167\n", + "71 2021 -0.722500\n", + "72 2022 -0.938333\n", + "73 2023 0.812500\n", + "74 2024 0.350833\n", + "\n", + "[75 rows x 2 columns], 'PNA': Year mean\n", + "0 1950 -0.642500\n", + "1 1951 -0.170000\n", + "2 1952 0.092500\n", + "3 1953 0.540000\n", + "4 1954 -0.219167\n", + ".. ... ...\n", + "70 2020 0.206667\n", + "71 2021 -0.131667\n", + "72 2022 0.186667\n", + "73 2023 0.247500\n", + "74 2024 0.275000\n", + "\n", + "[75 rows x 2 columns], 'SOI': Year mean\n", + "0 1950 1.510833\n", + "1 1951 -0.694167\n", + "2 1952 -0.221667\n", + "3 1953 -0.767500\n", + "4 1954 0.233333\n", + ".. ... ...\n", + "70 2020 0.300833\n", + "71 2021 0.772500\n", + "72 2022 1.424167\n", + "73 2023 -0.440833\n", + "74 2024 -0.003333\n", + "\n", + "[75 rows x 2 columns], 'WHWP': Year mean\n", + "0 1950 -1.366667\n", + "1 1951 0.226667\n", + "2 1952 0.685833\n", + "3 1953 0.593333\n", + "4 1954 -1.245000\n", + ".. ... ...\n", + "70 2020 2.863333\n", + "71 2021 1.382500\n", + "72 2022 1.525000\n", + "73 2023 6.174167\n", + "74 2024 6.226667\n", + "\n", + "[75 rows x 2 columns], 'WP': Year mean\n", + "0 1950 0.250000\n", + "1 1951 -0.151667\n", + "2 1952 0.248333\n", + "3 1953 -0.198333\n", + "4 1954 -0.250000\n", + ".. ... ...\n", + "70 2020 -0.140833\n", + "71 2021 0.295000\n", + "72 2022 -0.144167\n", + "73 2023 0.793333\n", + "74 2024 0.368333\n", + "\n", + "[75 rows x 2 columns], 'PDO': Year mean\n", + "0 1950 -2.235833\n", + "1 1951 -1.121667\n", + "2 1952 -1.549167\n", + "3 1953 -0.640000\n", + "4 1954 -0.403333\n", + ".. ... ...\n", + "70 2020 -1.143333\n", + "71 2021 -1.880833\n", + "72 2022 -2.114167\n", + "73 2023 -2.251667\n", + "74 2024 -2.590833\n", + "\n", + "[75 rows x 2 columns]}\n" + ] + } + ], + "source": [ + "indices =['AMM', 'AO', 'Nao', 'Nino1+2_anom', 'Nino3_4_anom', 'Nino3_anom', 'Nino4_anom', 'ONI', 'PNA', 'SOI', 'WHWP', 'WP', 'PDO']\n", + "name_indices = ['Atlantic Multidecadal Oscilliation', 'Arctic Oscilliation', 'North Atlantic Oscilliation', 'Extreme Eastern Tropical Pacific SST',\n", + " 'East Central Tropical Pacific SST', 'Eastern Tropical Pacific SST', 'Central Tropical Pacific SST', 'Oceanic Nino Index',\n", + " 'Pacific North American Index', 'Southern Oscilliation Index', 'Western Hemisphere Warm Pool', 'Western Pacific Index', 'Pacific decadal oscillation']\n", + "dfs = {}\n", + "for mode, file in zip(indices, climate_files):\n", + " df = pd.read_fwf(file, skiprows=1, header=None)\n", + " df.columns = [\"Year\", \"Jan\", \"Feb\", \"Mar\", \"Apr\", \"May\", \"Jun\", \"Jul\", \"Aug\", \"Sep\", \"Oct\", \"Nov\", \"Dec\"]\n", + " df['mean'] = df.loc[:, 'Jan':'Dec'].mean(axis=1)\n", + " dfs[mode] = df[['Year','mean']] \n", + "print(dfs)" + ] + }, + { + "cell_type": "code", + "execution_count": 71, + "id": "19552996", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[ Year Mean AMM\n", + " 0 1950 mean 0.758333\n", + " 1 1951 mean 1.348333\n", + " 2 1952 mean 1.473333\n", + " 3 1953 mean 1.628333\n", + " 4 1954 mean -0.168333\n", + " .. ... ... ...\n", + " 70 2020 mean 0.640833\n", + " 71 2021 mean 0.060833\n", + " 72 2022 mean 0.629167\n", + " 73 2023 mean 2.791667\n", + " 74 2024 mean 3.459167\n", + " \n", + " [75 rows x 3 columns],\n", + " Year Mean AO\n", + " 0 1950 mean -0.199333\n", + " 1 1951 mean -0.364667\n", + " 2 1952 mean -0.674917\n", + " 3 1953 mean -0.016417\n", + " 4 1954 mean -0.000583\n", + " .. ... ... ...\n", + " 70 2020 mean 0.781000\n", + " 71 2021 mean -0.064333\n", + " 72 2022 mean 0.117500\n", + " 73 2023 mean -0.002333\n", + " 74 2024 mean 0.147333\n", + " \n", + " [75 rows x 3 columns],\n", + " Year Mean Nao\n", + " 0 1950 mean 0.488333\n", + " 1 1951 mean -0.067500\n", + " 2 1952 mean -0.371667\n", + " 3 1953 mean 0.397500\n", + " 4 1954 mean 0.510000\n", + " .. ... ... ...\n", + " 70 2020 mean 0.335833\n", + " 71 2021 mean -0.673333\n", + " 72 2022 mean -0.063333\n", + " 73 2023 mean -0.566667\n", + " 74 2024 mean -0.181667\n", + " \n", + " [75 rows x 3 columns],\n", + " Year Mean Nino1+2_anom\n", + " 0 1950 mean -1.479167\n", + " 1 1951 mean 0.358333\n", + " 2 1952 mean -0.800000\n", + " 3 1953 mean 0.237500\n", + " 4 1954 mean -2.015000\n", + " .. ... ... ...\n", + " 70 2020 mean -0.525000\n", + " 71 2021 mean -0.789167\n", + " 72 2022 mean -1.182500\n", + " 73 2023 mean 1.953333\n", + " 74 2024 mean -0.158333\n", + " \n", + " [75 rows x 3 columns],\n", + " Year Mean Nino3_4_anom\n", + " 0 1950 mean -1.349167\n", + " 1 1951 mean -0.052500\n", + " 2 1952 mean -0.333333\n", + " 3 1953 mean 0.246667\n", + " 4 1954 mean -0.894167\n", + " .. ... ... ...\n", + " 70 2020 mean -0.362500\n", + " 71 2021 mean -0.722500\n", + " 72 2022 mean -0.936667\n", + " 73 2023 mean 0.824167\n", + " 74 2024 mean 0.347500\n", + " \n", + " [75 rows x 3 columns],\n", + " Year Mean Nino3_anom\n", + " 0 1950 mean -1.154167\n", + " 1 1951 mean 0.099167\n", + " 2 1952 mean -0.534167\n", + " 3 1953 mean 0.134167\n", + " 4 1954 mean -1.295833\n", + " .. ... ... ...\n", + " 70 2020 mean -0.462500\n", + " 71 2021 mean -0.665833\n", + " 72 2022 mean -0.915833\n", + " 73 2023 mean 1.181667\n", + " 74 2024 mean 0.241667\n", + " \n", + " [75 rows x 3 columns],\n", + " Year Mean Nino4_anom\n", + " 0 1950 mean -1.432500\n", + " 1 1951 mean -0.270000\n", + " 2 1952 mean -0.440000\n", + " 3 1953 mean -0.142500\n", + " 4 1954 mean -0.828333\n", + " .. ... ... ...\n", + " 70 2020 mean -0.038333\n", + " 71 2021 mean -0.553333\n", + " 72 2022 mean -0.829167\n", + " 73 2023 mean 0.545000\n", + " 74 2024 mean 0.603333\n", + " \n", + " [75 rows x 3 columns],\n", + " Year Mean ONI\n", + " 0 1950 mean -0.860000\n", + " 1 1951 mean 0.430833\n", + " 2 1952 mean 0.174167\n", + " 3 1953 mean 0.713333\n", + " 4 1954 mean -0.400833\n", + " .. ... ... ...\n", + " 70 2020 mean -0.359167\n", + " 71 2021 mean -0.722500\n", + " 72 2022 mean -0.938333\n", + " 73 2023 mean 0.812500\n", + " 74 2024 mean 0.350833\n", + " \n", + " [75 rows x 3 columns],\n", + " Year Mean PNA\n", + " 0 1950 mean -0.642500\n", + " 1 1951 mean -0.170000\n", + " 2 1952 mean 0.092500\n", + " 3 1953 mean 0.540000\n", + " 4 1954 mean -0.219167\n", + " .. ... ... ...\n", + " 70 2020 mean 0.206667\n", + " 71 2021 mean -0.131667\n", + " 72 2022 mean 0.186667\n", + " 73 2023 mean 0.247500\n", + " 74 2024 mean 0.275000\n", + " \n", + " [75 rows x 3 columns],\n", + " Year Mean SOI\n", + " 0 1950 mean 1.510833\n", + " 1 1951 mean -0.694167\n", + " 2 1952 mean -0.221667\n", + " 3 1953 mean -0.767500\n", + " 4 1954 mean 0.233333\n", + " .. ... ... ...\n", + " 70 2020 mean 0.300833\n", + " 71 2021 mean 0.772500\n", + " 72 2022 mean 1.424167\n", + " 73 2023 mean -0.440833\n", + " 74 2024 mean -0.003333\n", + " \n", + " [75 rows x 3 columns],\n", + " Year Mean WHWP\n", + " 0 1950 mean -1.366667\n", + " 1 1951 mean 0.226667\n", + " 2 1952 mean 0.685833\n", + " 3 1953 mean 0.593333\n", + " 4 1954 mean -1.245000\n", + " .. ... ... ...\n", + " 70 2020 mean 2.863333\n", + " 71 2021 mean 1.382500\n", + " 72 2022 mean 1.525000\n", + " 73 2023 mean 6.174167\n", + " 74 2024 mean 6.226667\n", + " \n", + " [75 rows x 3 columns],\n", + " Year Mean WP\n", + " 0 1950 mean 0.250000\n", + " 1 1951 mean -0.151667\n", + " 2 1952 mean 0.248333\n", + " 3 1953 mean -0.198333\n", + " 4 1954 mean -0.250000\n", + " .. ... ... ...\n", + " 70 2020 mean -0.140833\n", + " 71 2021 mean 0.295000\n", + " 72 2022 mean -0.144167\n", + " 73 2023 mean 0.793333\n", + " 74 2024 mean 0.368333\n", + " \n", + " [75 rows x 3 columns],\n", + " Year Mean PDO\n", + " 0 1950 mean -2.235833\n", + " 1 1951 mean -1.121667\n", + " 2 1952 mean -1.549167\n", + " 3 1953 mean -0.640000\n", + " 4 1954 mean -0.403333\n", + " .. ... ... ...\n", + " 70 2020 mean -1.143333\n", + " 71 2021 mean -1.880833\n", + " 72 2022 mean -2.114167\n", + " 73 2023 mean -2.251667\n", + " 74 2024 mean -2.590833\n", + " \n", + " [75 rows x 3 columns]]" + ] + }, + "execution_count": 71, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "melted_dfs = []\n", + "for mode, df in dfs.items():\n", + " df_long = df.melt(id_vars='Year', var_name='Mean', value_name=mode) # value_name = mode name\n", + " melted_dfs.append(df_long)\n", + "melted_dfs" + ] + }, + { + "cell_type": "code", + "execution_count": 72, + "id": "68dc2212", + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.microsoft.datawrangler.viewer.v0+json": { + "columns": [ + { + "name": "index", + "rawType": "int64", + "type": "integer" + }, + { + "name": "Year", + "rawType": "int64", + "type": "integer" + }, + { + "name": "AMM", + "rawType": "float64", + "type": "float" + }, + { + "name": "AO", + "rawType": "float64", + "type": "float" + }, + { + "name": "Nao", + "rawType": "float64", + "type": "float" + }, + { + "name": "Nino1+2_anom", + "rawType": "float64", + "type": "float" + }, + { + "name": "Nino3_4_anom", + "rawType": "float64", + "type": "float" + }, + { + "name": "Nino3_anom", + "rawType": "float64", + "type": "float" + }, + { + "name": "Nino4_anom", + "rawType": "float64", + "type": "float" + }, + { + "name": "ONI", + "rawType": "float64", + "type": "float" + }, + { + "name": "PNA", + "rawType": "float64", + "type": "float" + }, + { + "name": "SOI", + "rawType": "float64", + "type": "float" + }, + { + "name": "WHWP", + "rawType": "float64", + "type": "float" + }, + { + "name": "WP", + "rawType": "float64", + "type": "float" + }, + { + "name": "PDO", + "rawType": "float64", + "type": "float" + } + ], + "ref": "c57a9596-bfd8-403e-9fa4-e05e38e220db", + "rows": [ + [ + "0", + "1950", + "0.7583333333333333", + 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    7220220.6291670.117500-0.063333-1.182500-0.936667-0.915833-0.829167-0.9383330.1866671.4241671.525000-0.144167-2.114167
    7320232.791667-0.002333-0.5666671.9533330.8241671.1816670.5450000.8125000.247500-0.4408336.1741670.793333-2.251667
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    \n", + "

    75 rows × 14 columns

    \n", + "
    " + ], + "text/plain": [ + " Year AMM AO Nao Nino1+2_anom Nino3_4_anom Nino3_anom Nino4_anom ONI PNA SOI WHWP WP PDO\n", + "0 1950 0.758333 -0.199333 0.488333 -1.479167 -1.349167 -1.154167 -1.432500 -0.860000 -0.642500 1.510833 -1.366667 0.250000 -2.235833\n", + "1 1951 1.348333 -0.364667 -0.067500 0.358333 -0.052500 0.099167 -0.270000 0.430833 -0.170000 -0.694167 0.226667 -0.151667 -1.121667\n", + "2 1952 1.473333 -0.674917 -0.371667 -0.800000 -0.333333 -0.534167 -0.440000 0.174167 0.092500 -0.221667 0.685833 0.248333 -1.549167\n", + "3 1953 1.628333 -0.016417 0.397500 0.237500 0.246667 0.134167 -0.142500 0.713333 0.540000 -0.767500 0.593333 -0.198333 -0.640000\n", + "4 1954 -0.168333 -0.000583 0.510000 -2.015000 -0.894167 -1.295833 -0.828333 -0.400833 -0.219167 0.233333 -1.245000 -0.250000 -0.403333\n", + ".. ... ... ... ... ... ... ... ... ... ... ... ... ... ...\n", + "70 2020 0.640833 0.781000 0.335833 -0.525000 -0.362500 -0.462500 -0.038333 -0.359167 0.206667 0.300833 2.863333 -0.140833 -1.143333\n", + "71 2021 0.060833 -0.064333 -0.673333 -0.789167 -0.722500 -0.665833 -0.553333 -0.722500 -0.131667 0.772500 1.382500 0.295000 -1.880833\n", + "72 2022 0.629167 0.117500 -0.063333 -1.182500 -0.936667 -0.915833 -0.829167 -0.938333 0.186667 1.424167 1.525000 -0.144167 -2.114167\n", + "73 2023 2.791667 -0.002333 -0.566667 1.953333 0.824167 1.181667 0.545000 0.812500 0.247500 -0.440833 6.174167 0.793333 -2.251667\n", + "74 2024 3.459167 0.147333 -0.181667 -0.158333 0.347500 0.241667 0.603333 0.350833 0.275000 -0.003333 6.226667 0.368333 -2.590833\n", + "\n", + "[75 rows x 14 columns]" + ] + }, + "execution_count": 72, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "merged_indices = reduce(lambda left, right: pd.merge(left, right, on=['Year', 'Mean']), melted_dfs)\n", + "merged_indices = merged_indices.drop(columns=['Mean'])\n", + "merged_indices" + ] + }, + { + "cell_type": "code", + "execution_count": 73, + "id": "a4a30fa0", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Merged DataFrame:\n", + " AMM AO Nao Nino1+2_anom Nino3_4_anom Nino3_anom Nino4_anom ONI PNA SOI WHWP WP PDO detrended_surge\n", + "0 0.758333 -0.199333 0.488333 -1.479167 -1.349167 -1.154167 -1.432500 -0.860000 -0.642500 1.510833 -1.366667 0.250000 -2.235833 0.548806\n", + "1 1.348333 -0.364667 -0.067500 0.358333 -0.052500 0.099167 -0.270000 0.430833 -0.170000 -0.694167 0.226667 -0.151667 -1.121667 0.616935\n", + "2 1.473333 -0.674917 -0.371667 -0.800000 -0.333333 -0.534167 -0.440000 0.174167 0.092500 -0.221667 0.685833 0.248333 -1.549167 0.590939\n", + "3 1.628333 -0.016417 0.397500 0.237500 0.246667 0.134167 -0.142500 0.713333 0.540000 -0.767500 0.593333 -0.198333 -0.640000 0.552014\n", + "4 -0.168333 -0.000583 0.510000 -2.015000 -0.894167 -1.295833 -0.828333 -0.400833 -0.219167 0.233333 -1.245000 -0.250000 -0.403333 0.508142\n", + ".. ... ... ... ... ... ... ... ... ... ... ... ... ... ...\n", + "70 0.640833 0.781000 0.335833 -0.525000 -0.362500 -0.462500 -0.038333 -0.359167 0.206667 0.300833 2.863333 -0.140833 -1.143333 0.717836\n", + "71 0.060833 -0.064333 -0.673333 -0.789167 -0.722500 -0.665833 -0.553333 -0.722500 -0.131667 0.772500 1.382500 0.295000 -1.880833 0.618970\n", + "72 0.629167 0.117500 -0.063333 -1.182500 -0.936667 -0.915833 -0.829167 -0.938333 0.186667 1.424167 1.525000 -0.144167 -2.114167 0.535987\n", + "73 2.791667 -0.002333 -0.566667 1.953333 0.824167 1.181667 0.545000 0.812500 0.247500 -0.440833 6.174167 0.793333 -2.251667 0.549109\n", + "74 3.459167 0.147333 -0.181667 -0.158333 0.347500 0.241667 0.603333 0.350833 0.275000 -0.003333 6.226667 0.368333 -2.590833 0.663125\n", + "\n", + "[75 rows x 14 columns]\n" + ] + } + ], + "source": [ + "df_merged = pd.merge(merged_indices, Annual_max, on='Year', how='left')\n", + "df_merged = df_merged.drop(columns=['skew_surge', 'Year'])\n", + "print(f\"Merged DataFrame:\\n{df_merged}\")" + ] + }, + { + "cell_type": "code", + "execution_count": 74, + "id": "8450af9f", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " index Lag slope r_squared p_value CI omnibus_p\n", + "0 AMM 0 -0.007698 0.018130 0.249426 0.012996 0.058637\n", + "1 AO 0 0.115906 0.185835 0.000113 0.055653 0.123720\n", + "2 Nao 0 0.051314 0.065225 0.027007 0.044563 0.045323\n", + "3 Nino1+2_anom 0 0.029183 0.056691 0.039682 0.027308 0.029559\n", + "4 Nino3_4_anom 0 0.033593 0.038924 0.089769 0.038292 0.026887\n", + "5 Nino3_anom 0 0.039690 0.059541 0.034885 0.036186 0.020127\n", + "6 Nino4_anom 0 0.034480 0.031603 0.127043 0.043785 0.039012\n", + "7 ONI 0 0.022712 0.016482 0.272333 0.040246 0.027237\n", + "8 PNA 0 0.005562 0.000315 0.879836 0.071860 0.039364\n", + "9 SOI 0 -0.026568 0.031662 0.126680 0.033705 0.044371\n", + "10 WHWP 0 0.007656 0.014780 0.298793 0.014340 0.028904\n", + "11 WP 0 0.017491 0.003399 0.619279 0.068703 0.034648\n", + "12 PDO 0 0.012961 0.012149 0.346510 0.026810 0.080975\n" + ] + } + ], + "source": [ + "results = []\n", + "min_lead = 0\n", + "max_lead = 0\n", + "lags = np.arange(min_lead, max_lead + 1)\n", + "for lag in lags:\n", + " for col in indices:\n", + " #print(f\"\\n===== Processing {col} =====\")\n", + " \n", + " df_lagged = df_merged[[col, 'detrended_surge']].copy()\n", + " df_lagged[col] = df_lagged[col].shift(lag)\n", + " df_lagged = df_lagged.dropna()\n", + " \n", + " X = df_lagged[[col]]\n", + " y = df_lagged['detrended_surge']\n", + " \n", + " model, X_const, dw, omnibus_p, _ = run_regression(X, y)\n", + " \n", + " # Check normality of residuals based on omnibus p-value\n", + " is_normal = check_normality(omnibus_p)\n", + " #if not is_normal:\n", + " #print(f\"Residual for {col} with lag {lag} is not normal.\")\n", + "\n", + " summary = summarize_model(model, X_const)\n", + " #print(summary['model_summary'])\n", + " \n", + " results.append({\n", + " 'index': col,\n", + " 'Lag': lag,\n", + " 'slope': summary.get(f'slope_{col}', np.nan),\n", + " 'r_squared': summary['r_squared'],\n", + " 'p_value': summary.get(f'p_value_{col}', np.nan),\n", + " 'CI': summary.get(f'CI_{col}', np.nan),\n", + " 'omnibus_p': omnibus_p})\n", + "\n", + "results_df = pd.DataFrame(results)\n", + "print(results_df)" + ] + }, + { + "cell_type": "code", + "execution_count": 75, + "id": "03da64f6", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'AO'" + ] + }, + "execution_count": 75, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "lowest_pval_index = results_df.loc[results_df['p_value'].idxmin(), 'index']\n", + "lowest_pval_index" + ] + }, + { + "cell_type": "code", + "execution_count": 76, + "id": "99cf5677", + "metadata": {}, + "outputs": [], + "source": [ + "# Perform forward selection\n", + "from itertools import combinations\n", + "\n", + "df_subset = df_merged.drop(columns=['detrended_surge'])\n", + "X = df_subset\n", + "Y = df_merged['detrended_surge']\n", + "\n", + "def forward_selection_with_interactions(X, y, p_threshold=0.05):\n", + " \"\"\"\n", + " Forward selection for main effects + model comparison with interaction terms.\n", + " Chooses the model (main-only or with interactions) that yields the lowest F-test p-value.\n", + " \"\"\"\n", + " selected_features = []\n", + " X_working = X.copy()\n", + " best_model = None\n", + " best_f_pvalue = np.inf\n", + " best_interactions = []\n", + "\n", + " # ---- STEP 1: Main effects forward selection ----\n", + " while True:\n", + " remaining_features = [f for f in X_working.columns if f not in selected_features]\n", + " new_pval = pd.Series(index=remaining_features, dtype=float)\n", + "\n", + " for feature in remaining_features:\n", + " model = sm.OLS(y, sm.add_constant(X_working[selected_features + [feature]])).fit()\n", + " new_pval[feature] = model.pvalues.get(feature, np.nan)\n", + "\n", + " min_pval = new_pval.min()\n", + " if min_pval < p_threshold:\n", + " best_feature = new_pval.idxmin()\n", + " selected_features.append(best_feature)\n", + " best_model = sm.OLS(y, sm.add_constant(X_working[selected_features])).fit()\n", + " best_f_pvalue = best_model.f_pvalue\n", + " print(f\"Added main effect '{best_feature}' (p={min_pval:.4f})\")\n", + " else:\n", + " print(\"No additional main effects meet significance threshold.\")\n", + " break\n", + "\n", + " # ---- STEP 2: Try all possible 2-way interactions among selected predictors ----\n", + " interaction_candidates = list(combinations(selected_features, 2))\n", + " best_interaction = None\n", + " best_model_inter = None\n", + "\n", + " for inter in interaction_candidates:\n", + " col_name = \"_x_\".join(inter)\n", + " X_working[col_name] = X_working[inter[0]] * X_working[inter[1]]\n", + " model_inter = sm.OLS(y, sm.add_constant(X_working[selected_features + [col_name]])).fit()\n", + " model_f_p = model_inter.f_pvalue\n", + "\n", + " print(f\"Tested interaction {col_name}: model F-test p={model_f_p:.4e}\")\n", + "\n", + " if model_f_p < best_f_pvalue:\n", + " best_f_pvalue = model_f_p\n", + " best_interaction = col_name\n", + " best_model_inter = model_inter\n", + "\n", + " # ---- STEP 3: Final decision ----\n", + " if best_interaction:\n", + " final_selected = selected_features + [best_interaction]\n", + " final_model = best_model_inter\n", + " print(f\"\\n✅ Selected interaction model: {best_interaction} (lowest model p={best_f_pvalue:.4e})\")\n", + " else:\n", + " final_selected = selected_features\n", + " final_model = best_model\n", + " print(f\"\\n✅ Selected main-effects-only model (lowest model p={best_f_pvalue:.4e})\")\n", + "\n", + " return final_selected, final_model" + ] + }, + { + "cell_type": "code", + "execution_count": 77, + "id": "35d08dbd", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Added main effect 'AO' (p=0.0001)\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No additional main effects meet significance threshold.\n", + "\n", + "✅ Selected main-effects-only model (lowest model p=1.1291e-04)\n", + "Added main effect 'AO' (p=0.0001)\n", + "Added main effect 'Nino1+2_anom' (p=0.0463)\n", + "No additional main effects meet significance threshold.\n", + "Tested interaction AO_x_Nino1+2_anom: model F-test p=3.1937e-04\n", + "\n", + "✅ Selected main-effects-only model (lowest model p=8.2656e-05)\n", + "Added main effect 'AO' (p=0.0001)\n", + "No additional main effects meet significance threshold.\n", + "\n", + "✅ Selected main-effects-only model (lowest model p=1.1291e-04)\n", + "Added main effect 'AO' (p=0.0001)\n", + "Added main effect 'Nino3_4_anom' (p=0.0484)\n", + "No additional main effects meet significance threshold.\n", + "Tested interaction AO_x_Nino3_4_anom: model F-test p=2.6760e-04\n", + "\n", + "✅ Selected main-effects-only model (lowest model p=8.5924e-05)\n", + "Added main effect 'AO' (p=0.0001)\n", + "Added main effect 'Nino3_anom' (p=0.0285)\n", + "No additional main effects meet significance threshold.\n", + "Tested interaction AO_x_Nino3_anom: model F-test p=2.1311e-04\n", + "\n", + "✅ Selected main-effects-only model (lowest model p=5.4468e-05)\n", + "Added main effect 'AO' (p=0.0001)\n", + "No additional main effects meet significance threshold.\n", + "\n", + "✅ Selected main-effects-only model (lowest model p=1.1291e-04)\n", + "\n", + "===== Summary of All ENSO Variable Results =====\n", + " enso_variable predictors r_squared adj_r_squared f_pvalue combo_num omnibus_p is_normal aic bic\n", + "0 SOI [AO] 0.185835 0.174683 0.000113 1 0.123720 True -130.557727 -125.922751\n", + "1 Nino1+2_anom [AO, Nino1+2_anom] 0.229822 0.208429 0.000083 2 0.127674 True -132.723323 -125.770859\n", + "2 ONI [AO] 0.185835 0.174683 0.000113 1 0.123720 True -130.557727 -125.922751\n", + "3 Nino3_4_anom [AO, Nino3_4_anom] 0.228992 0.207575 0.000086 2 0.050342 True -132.642533 -125.690068\n", + "4 Nino3_anom [AO, Nino3_anom] 0.238694 0.217546 0.000054 2 0.062458 True -133.592215 -126.639750\n", + "5 Nino4_anom [AO] 0.185835 0.174683 0.000113 1 0.123720 True -130.557727 -125.922751\n", + "\n", + "Best Model Information:\n", + "enso_variable Nino3_anom\n", + "predictors [AO, Nino3_anom]\n", + "r_squared 0.238694\n", + "adj_r_squared 0.217546\n", + "f_pvalue 0.000054\n", + "combo_num 2\n", + "omnibus_p 0.062458\n", + "is_normal True\n", + "aic -133.592215\n", + "bic -126.63975\n", + "Name: 4, dtype: object\n" + ] + } + ], + "source": [ + "# ---- Run for each ENSO variable ----\n", + "enso_vars = [\"SOI\", \"Nino1+2_anom\", \"ONI\", \"Nino3_4_anom\", \"Nino3_anom\", \"Nino4_anom\"]\n", + "all_results = []\n", + "\n", + "for enso in enso_vars:\n", + " allowed_features = X.columns.drop(enso_vars).tolist()\n", + " allowed_features.append(enso)\n", + " X_subset = X[allowed_features]\n", + "\n", + " selected, model = forward_selection_with_interactions(X_subset, Y)\n", + " # Ensure interaction terms are present in X\n", + " X_selected = X.copy()\n", + " for var in selected:\n", + " if \"_x_\" in var and var not in X_selected.columns:\n", + " vars_to_multiply = var.split(\"_x_\")\n", + " X_selected[var] = X_selected[vars_to_multiply[0]] * X_selected[vars_to_multiply[1]]\n", + "\n", + " model_summary = summarize_model(model, sm.add_constant(X_selected[selected]))\n", + "\n", + " model, X_const, dw, omnibus_p, _ = run_regression(X_selected[selected], Y)\n", + " is_normal = check_normality(omnibus_p)\n", + "\n", + " result = {\n", + " 'enso_variable': enso,\n", + " 'predictors': selected,\n", + " 'r_squared': model_summary['r_squared'],\n", + " 'adj_r_squared': model_summary['adj_r_squared'],\n", + " 'f_pvalue': model_summary['f_pvalue'],\n", + " 'combo_num': len(selected),\n", + " 'omnibus_p': omnibus_p,\n", + " 'is_normal': is_normal,\n", + " 'aic': model.aic,\n", + " 'bic': model.bic\n", + " }\n", + " all_results.append(result)\n", + "\n", + "results_df = pd.DataFrame(all_results)\n", + "print(\"\\n===== Summary of All ENSO Variable Results =====\")\n", + "print(results_df)\n", + "\n", + "# --- Pick the \"best\" model automatically ---\n", + "best_idx = results_df['f_pvalue'].idxmin()\n", + "best_model_info = results_df.loc[best_idx]\n", + "print(\"\\nBest Model Information:\")\n", + "print(best_model_info)" + ] + }, + { + "cell_type": "code", + "execution_count": 78, + "id": "14ee464d", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['AO', 'Nino3_anom']" + ] + }, + "execution_count": 78, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# --- Pick the \"best\" model automatically ---\n", + "selected_predictor = results_df.loc[results_df['f_pvalue'].idxmin(), \"predictors\"]\n", + "selected_predictor" + ] + }, + { + "cell_type": "code", + "execution_count": 79, + "id": "3917a96e", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[0 -0.199333\n", + " 1 -0.364667\n", + " 2 -0.674917\n", + " 3 -0.016417\n", + " 4 -0.000583\n", + " ... \n", + " 70 0.781000\n", + " 71 -0.064333\n", + " 72 0.117500\n", + " 73 -0.002333\n", + " 74 0.147333\n", + " Name: AO, Length: 75, dtype: float64,\n", + " 0 -1.154167\n", + " 1 0.099167\n", + " 2 -0.534167\n", + " 3 0.134167\n", + " 4 -1.295833\n", + " ... \n", + " 70 -0.462500\n", + " 71 -0.665833\n", + " 72 -0.915833\n", + " 73 1.181667\n", + " 74 0.241667\n", + " Name: Nino3_anom, Length: 75, dtype: float64]" + ] + }, + "execution_count": 79, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Ensure interaction terms are present in merged_indices\n", + "for col in selected_predictor:\n", + "\tif \"_x_\" in col and col not in merged_indices.columns:\n", + "\t\tvars_to_multiply = col.split(\"_x_\")\n", + "\t\tmerged_indices[col] = merged_indices[vars_to_multiply[0]] * merged_indices[vars_to_multiply[1]]\n", + "\n", + "dfs_list = [merged_indices[col] for col in selected_predictor]\n", + "dfs_list" + ] + }, + { + "cell_type": "code", + "execution_count": 80, + "id": "ca9e9285", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " AO Nino3_anom\n", + "0 -0.199333 -1.154167\n", + "1 -0.364667 0.099167\n", + "2 -0.674917 -0.534167\n", + "3 -0.016417 0.134167\n", + "4 -0.000583 -1.295833\n", + ".. ... ...\n", + "70 0.781000 -0.462500\n", + "71 -0.064333 -0.665833\n", + "72 0.117500 -0.915833\n", + "73 -0.002333 1.181667\n", + "74 0.147333 0.241667\n", + "\n", + "[75 rows x 2 columns]\n" + ] + } + ], + "source": [ + "climate_mode = pd.concat(dfs_list, axis=1)\n", + "climate_mode.columns = selected_predictor\n", + "print(climate_mode)" + ] + }, + { + "cell_type": "code", + "execution_count": 81, + "id": "b7169e45", + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.microsoft.datawrangler.viewer.v0+json": { + "columns": [ + { + "name": "surge_time", + "rawType": "datetime64[ns]", + "type": "datetime" + }, + { + "name": "skew_surge", + "rawType": "float64", + "type": "float" + }, + { + "name": "detrended_surge", + "rawType": "float64", + "type": "float" + }, + { + "name": "Year", + "rawType": "int32", + "type": "integer" + }, + { + "name": "month", + "rawType": "int32", + "type": "integer" + }, + { + "name": "day", + "rawType": "int32", + "type": "integer" + }, + { + "name": "hour", + "rawType": "int32", + "type": "integer" + }, + { + "name": "minute", + "rawType": "int32", + "type": "integer" + }, + { + "name": "second", + "rawType": "int32", + "type": "integer" + }, + { + "name": "time", + "rawType": "float64", + "type": "float" + } + ], + "ref": "bf69dbd1-da6b-4e56-ae0c-19ef061bdb94", + "rows": [ + [ + "1950-03-11 20:10:00", + "0.5320000000000003", + "0.5488060286538531", + "1950", + "3", + "11", + "20", + "10", + "0", + "0.1935483870967742" + ], + [ + "1951-12-24 23:20:00", + "0.6000000000000003", + "0.6169348013675133", + "1951", + "12", + "24", + "23", + "20", + "0", + 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    skew_surgedetrended_surgeYearmonthdayhourminutesecondtime
    surge_time
    1950-03-11 20:10:000.5320.5488061950311201000.193548
    1951-12-24 23:20:000.6000.61693519511224232001.978495
    1952-01-15 16:40:000.5740.5909391952115164002.037634
    1953-01-31 16:10:000.5350.5520141953131161003.080645
    1954-11-12 03:50:000.4910.5081421954111235004.863889
    ..............................
    2020-01-15 05:30:000.6960.7178362020115530070.037634
    2021-11-26 19:50:000.5970.618970202111261950071.902778
    2022-02-21 05:50:000.5140.5359872022221550072.142330
    2023-11-02 17:40:000.5270.54910920231121740073.836111
    2024-01-22 12:20:000.6410.66312520241221220074.056452
    \n", + "

    75 rows × 9 columns

    \n", + "
    " + ], + "text/plain": [ + " skew_surge detrended_surge Year month day hour minute second time\n", + "surge_time \n", + "1950-03-11 20:10:00 0.532 0.548806 1950 3 11 20 10 0 0.193548\n", + "1951-12-24 23:20:00 0.600 0.616935 1951 12 24 23 20 0 1.978495\n", + "1952-01-15 16:40:00 0.574 0.590939 1952 1 15 16 40 0 2.037634\n", + "1953-01-31 16:10:00 0.535 0.552014 1953 1 31 16 10 0 3.080645\n", + "1954-11-12 03:50:00 0.491 0.508142 1954 11 12 3 50 0 4.863889\n", + "... ... ... ... ... ... ... ... ... ...\n", + "2020-01-15 05:30:00 0.696 0.717836 2020 1 15 5 30 0 70.037634\n", + "2021-11-26 19:50:00 0.597 0.618970 2021 11 26 19 50 0 71.902778\n", + "2022-02-21 05:50:00 0.514 0.535987 2022 2 21 5 50 0 72.142330\n", + "2023-11-02 17:40:00 0.527 0.549109 2023 11 2 17 40 0 73.836111\n", + "2024-01-22 12:20:00 0.641 0.663125 2024 1 22 12 20 0 74.056452\n", + "\n", + "[75 rows x 9 columns]" + ] + }, + "execution_count": 81, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "days_in_month = {\n", + " 1: 31,\n", + " 2: 28.25,\n", + " 3: 31,\n", + " 4: 30,\n", + " 5: 31,\n", + " 6: 30,\n", + " 7: 31,\n", + " 8: 31,\n", + " 9: 30,\n", + " 10: 31,\n", + " 11: 30,\n", + " 12: 31,\n", + "}\n", + "days_in_month\n", + "Annual_max[\"month\"] = Annual_max.index.month\n", + "Annual_max[\"day\"] = Annual_max.index.day\n", + "Annual_max[\"hour\"] = Annual_max.index.hour\n", + "Annual_max[\"minute\"] = Annual_max.index.minute\n", + "Annual_max[\"second\"] = Annual_max.index.second\n", + "\n", + "Annual_max[\"time\"] = (\n", + " Annual_max[\"Year\"]\n", + " - np.min(Annual_max[\"Year\"])\n", + " + (Annual_max[\"month\"] - 1) / 12\n", + " + (Annual_max[\"day\"] - 1) / Annual_max[\"month\"].map(days_in_month) / 12\n", + ")\n", + "Annual_max" + ] + }, + { + "cell_type": "code", + "execution_count": 82, + "id": "f74f204e", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " AO Nino3_anom\n", + "0 -0.276292 -1.408922\n", + "1 -0.682808 0.455383\n", + "2 -1.445641 -0.486686\n", + "3 0.173458 0.507445\n", + "4 0.212388 -1.619648\n", + ".. ... ...\n", + "70 2.134121 -0.380083\n", + "71 0.055642 -0.682537\n", + "72 0.502728 -1.054406\n", + "73 0.208086 2.065577\n", + "74 0.576081 0.667348\n", + "\n", + "[75 rows x 2 columns]\n" + ] + } + ], + "source": [ + "from sklearn.preprocessing import StandardScaler\n", + "scaler = StandardScaler()\n", + "new_scale = pd.DataFrame(scaler.fit_transform(climate_mode), columns=climate_mode.columns)\n", + "climate_mode = new_scale\n", + "print (climate_mode)" + ] + }, + { + "cell_type": "code", + "execution_count": 83, + "id": "bd782983", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 83, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "nonstatgev = NonStatGEV(\n", + " xt=Annual_max[\"detrended_surge\"].values,\n", + " t=Annual_max[\"time\"].values,\n", + " covariates= climate_mode,\n", + " harms=False,\n", + " trends=False,\n", + " var_name=\"skew_surge\",\n", + ")\n", + "nonstatgev" + ] + }, + { + "cell_type": "code", + "execution_count": 84, + "id": "88b0c091", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'x': array([ 0.59354035, 0.04212733, 0.02558999, -2.54279926, 0.19006409,\n", + " 0.05816939, -0.07600188, 0.00609349, -0.07419338]),\n", + " 'negloglikelihood': np.float64(-75.63856630981286),\n", + " 'success': True,\n", + " 'message': '`gtol` termination condition is satisfied.',\n", + " 'grad': array([ 6.46308018e-08, 7.67318065e-09, -1.31905364e-08, 2.70583496e-06,\n", + " 5.99030805e-07, 1.93533162e-06, 1.24625101e-05, 1.82115358e-05,\n", + " -8.93275484e-05]),\n", + " 'hess_inv': None,\n", + " 'AIC': np.float64(-133.27713261962572),\n", + " 'n_params': 9,\n", + " 'lambdas': [array([ 0.00000000e+00, 0.00000000e+00, 0.00000000e+00, 0.00000000e+00,\n", + " 0.00000000e+00, 0.00000000e+00, 1.17808101e-05, 1.80483645e-05,\n", + " -8.91559360e-05])],\n", + " 'beta0': np.float64(0.5935403457790205),\n", + " 'beta': array([], dtype=float64),\n", + " 'betaT': array([], dtype=float64),\n", + " 'beta_cov': array([0.04212733, 0.02558999]),\n", + " 'alpha0': np.float64(-2.542799255896309),\n", + " 'alpha': array([], dtype=float64),\n", + " 'alphaT': array([], dtype=float64),\n", + " 'alpha_cov': array([0.19006409, 0.05816939]),\n", + " 'gamma0': np.float64(-0.07600188467719658),\n", + " 'gamma': array([], dtype=float64),\n", + " 'gammaT': array([], dtype=float64),\n", + " 'gamma_cov': array([ 0.00609349, -0.07419338]),\n", + " 'loglikelihood': np.float64(75.63856630981286),\n", + " 'hessian': array([[-1.27385756e+04, 5.16536254e+03, 1.64445721e+03,\n", + " 2.36828329e+02, -6.45345907e+01, -1.61092990e+02,\n", + " -4.58648755e+02, 1.58598903e+02, -5.15354301e+01],\n", + " [ 5.16536254e+03, -1.67008016e+04, -1.16143110e+03,\n", + " -6.45345907e+01, 7.98653511e+02, 7.93651964e+01,\n", + " 1.58598903e+02, -9.57767178e+02, -1.18204836e+02],\n", + " [ 1.64445721e+03, -1.16143110e+03, -1.10387231e+04,\n", + " -1.61092990e+02, 7.93651964e+01, -5.64234117e+01,\n", + " -5.15354301e+01, -1.18204836e+02, -1.71789625e+02],\n", + " [ 2.36828329e+02, -6.45345907e+01, -1.61092990e+02,\n", + " -1.44246575e+02, -1.57280046e+00, -1.05513911e+01,\n", + " -5.14835504e+01, 1.00040250e+03, -5.07362597e+02],\n", + " [-6.45345907e+01, 7.98653511e+02, 7.93651964e+01,\n", + " -1.57280046e+00, -1.90449582e+02, -8.14033703e+00,\n", + " 4.49675109e+00, -6.13983472e+01, -1.93788946e+00],\n", + " [-1.61092990e+02, 7.93651964e+01, -5.64234117e+01,\n", + " -1.05513911e+01, -8.14033703e+00, -1.21257719e+02,\n", + " -1.90522780e+01, -1.93788946e+00, -1.67669152e+01],\n", + " [-4.58648755e+02, 1.58598903e+02, -5.15354301e+01,\n", + " -5.14835504e+01, 4.49675109e+00, -1.90522780e+01,\n", + " -1.88663159e+02, -3.62984385e+00, -4.05405950e+01],\n", + " [ 1.58598903e+02, -9.57767178e+02, -1.18204836e+02,\n", + " 1.00040250e+03, -6.13983472e+01, -1.93788946e+00,\n", + " -3.62984385e+00, -1.13419478e+02, -1.68156889e+01],\n", + " [-5.15354301e+01, -1.18204836e+02, -1.71789625e+02,\n", + " -5.07362597e+02, -1.93788946e+00, -1.67669152e+01,\n", + " -4.05405950e+01, -1.68156889e+01, -1.06910469e+02]]),\n", + " 'invI0': array([[ 1.05660744e-04, 4.59596420e-05, 1.67987183e-05,\n", + " 2.60006285e-05, 1.98529630e-04, -8.17680559e-05,\n", + " -1.81012980e-04, -1.05430638e-04, -1.57683187e-04],\n", + " [ 4.59596420e-05, 1.30189824e-04, 1.01327883e-05,\n", + " 1.08607866e-04, 6.51560073e-04, 4.92226089e-05,\n", + " 1.36160711e-04, -3.39539106e-04, -7.15554887e-04],\n", + " [ 1.67987183e-05, 1.01327883e-05, 9.70949279e-05,\n", + " 1.12870379e-05, 1.10250580e-04, -3.77039115e-05,\n", + " -9.23397668e-06, -9.17593676e-05, -2.07034198e-04],\n", + " [ 2.60006285e-05, 1.08607866e-04, 1.12870379e-05,\n", + " 2.68245129e-05, 7.99169131e-04, 1.95464626e-08,\n", + " 9.15066323e-05, -1.06787435e-03, -1.59277187e-04],\n", + " [ 1.98529630e-04, 6.51560073e-04, 1.10250580e-04,\n", + " 7.99169131e-04, 8.78795667e-03, 2.02015265e-06,\n", + " 1.14833639e-03, -2.34126049e-03, -5.01265771e-03],\n", + " [-8.17680559e-05, 4.92226089e-05, -3.77039115e-05,\n", + " 1.95464626e-08, 2.02015265e-06, 8.62263358e-03,\n", + " -3.76924810e-04, -4.65171920e-04, -1.09075486e-03],\n", + " [-1.81012980e-04, 1.36160711e-04, -9.23397668e-06,\n", + " 9.15066323e-05, 1.14833639e-03, -3.76924810e-04,\n", + " 6.50927508e-03, -1.00119721e-03, -2.75526395e-03],\n", + " [-1.05430638e-04, -3.39539106e-04, -9.17593676e-05,\n", + " -1.06787435e-03, -2.34126049e-03, -4.65171920e-04,\n", + " -1.00119721e-03, 2.67314022e-03, 5.71605788e-03],\n", + " [-1.57683187e-04, -7.15554887e-04, -2.07034198e-04,\n", + " -1.59277187e-04, -5.01265771e-03, -1.09075486e-03,\n", + " -2.75526395e-03, 5.71605788e-03, 1.17169919e-02]]),\n", + " 'std_param': array([0.01027914, 0.01141008, 0.00985368, 0.00517924, 0.0937441 ,\n", + " 0.09285814, 0.08068008, 0.05170242, 0.10824505])}" + ] + }, + "execution_count": 84, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "nonstatgev.fit(\n", + " nmu=0, # Harmonics in location\n", + " npsi=0, # Harmonics in scale\n", + " ngamma=0, # Harmonics in shape\n", + " ntrend_loc=0, # Trend in location\n", + " list_loc=\"all\", # List of covariates in location (if \"all\" all covariates are used)\n", + " ntrend_sc=0, # Trend in scale\n", + " list_sc=\"all\", # List of covariates in scale (if \"all\" all covariates are used)\n", + " ntrend_sh=0, # Trend in shape\n", + " list_sh=\"all\" # List of covariates in shape (if \"all\" all covariates are used)\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 85, + "id": "45419816", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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", 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", 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", 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    " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "nonstatgev.plot()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 86, + "id": "2474feff", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Fitted Time-Dependent GEV model for skew_surge\n", + "======================================================================\n", + "\n", + "Location Parameters\n", + "----------------------------------------------------------------------\n", + "Parameter Estimate Std. Error 95% CI \n", + "----------------------------------------------------------------------\n", + "Beta0 0.5935 0.0103 [ 0.5734, 0.6137]\n", + "Beta_cov1 0.0421 0.0114 [ 0.0198, 0.0645]\n", + "Beta_cov2 0.0256 0.0099 [ 0.0063, 0.0449]\n", + "\n", + "Scale Parameters\n", + "----------------------------------------------------------------------\n", + "Parameter Estimate Std. Error 95% CI \n", + "----------------------------------------------------------------------\n", + "Alpha0 -2.5428 0.0052 [ -2.5530, -2.5326]\n", + "Alpha_cov1 0.1901 0.0937 [ 0.0063, 0.3738]\n", + "Alpha_cov2 0.0582 0.0929 [ -0.1238, 0.2402]\n", + "\n", + "Shape Parameters\n", + "----------------------------------------------------------------------\n", + "Parameter Estimate Std. Error 95% CI \n", + "----------------------------------------------------------------------\n", + "Gamma0 -0.0760 0.0807 [ -0.2341, 0.0821]\n", + "Gamma_cov1 0.0061 0.0517 [ -0.0952, 0.1074]\n", + "Gamma_cov2 -0.0742 0.1082 [ -0.2863, 0.1380]\n", + "\n", + "Fit Statistics\n", + "----------------------------------------------------------------------\n", + "Log-likelihood: 75.6386\n", + "AIC: -133.2771\n", + "Number of parameters: 9\n" + ] + } + ], + "source": [ + "nonstatgev.summary()" + ] + }, + { + "cell_type": "code", + "execution_count": 87, + "id": "3f6eefc6", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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x8tzOnTuVlJSkrVu36syZMzpz5owyMjI0aNAgNW/eXD/88IPi4+NdAvOZM2f01FNPadCgQdqzZ4/LpY9OY8aM0XPPPaczZ86Yl+fmdvfdd5t/0ExJSVFmZqZCQ0MVGhqqsLAwBQUFmePZtWtXtWrVSiVKlDDLK1WqZJY//fTTOnr0qEsgDgsLM8unTZumKVOmuATqkJAQ8/LBCRMm5HlpsXTuZ+rWW2/VrbfemmfZ999/r4YNG7pcTnl+ncjISPOy27zKQ0JC1KZNm3zLJal8+fJuZc77fpE3zgueo+/8G+PjOfrO++jL4sOnl5fnZrPZLnh5eW6pqamqWrWqPvzwQ5cHGnz99dfavXu3GjZsqPT0dM2cOVPLli3Ttm3bzJmR840fPz7PXwo//PBDl/tIAOBibNy4UZMnTzaX7Xa7QkJC9NBDD6lt27bat2+fZs2a5RZYO3bsqGbNmikjI0NJSUku5cHBwapevbpq1KghwzD066+/us0ih4SEuNzjBgAAip6MjAz179+fy8uLgSIbuqdMmaJp06bpzz//NB9kkhfnE1Lbt29vPp3yfHnNdFetWlWHDh0q9D3dK1euVJcuXbiH5SLRd/6PMfJcenq6PvnkE3Xt2lXh4eH030Xg586/MT6eo+/8G+PjOfrO+9LT01WuXDlCdzFQJC8vNwxDb7/9tgYMGFBg4JbOPUmxZcuWeX4mn5PzXsLzOe/vK6yLrY9/0Hf+jzG6eOHh4SpdurTKli1L33mInzv/xvh4jr7zb4yP5+g776Efi4+AC1fxPykpKdq9e7f5cSUFMQxDW7du5VH8AAAAAIDLzqcz3SdPntTu3bvN5b1792rr1q0qU6aMqlWrprFjx+rAgQOaO3euy3Zz5sxRq1at1KBBA7d9TpgwQa1bt1bt2rWVnp6uWbNmaevWreZnPwIAAAAAcLn4NHRv2rRJ0dHR5nJ8fLwkaeDAgUpMTFRqaqr27dvnss3x48e1cOFC8/NTz3fs2DHdf//9SktLU0REhJo2bao1a9bk+UH3AAAAAABYyaehu2PHjiroOW6JiYlu6yIiIpSRkZHvNjNmzDA/fxYAAAAAAF8qkvd0AwAAAABQFBC6AQAAAACwCKEbAAAAAACLELoBAAAAALAIoRsAAAAAAIsQugEAAAAAsAihGwAAAAAAixC6AQAAAACwCKEbAAAAAACLELoBAAAAALAIoRsAAAAAAIsQugEAAAAAsAihGwAAAAAAixC6AQAAAACwCKEbAAAAAACLELoBAAAAALAIoRsAAAAAAIsQugEAAAAAsAihGwAAAAAAixC6AQAAAACwCKEbAAAAAACLELoBAAAAALAIoRsAAAAAAIsQugEAAAAAsAihGwAAAAAAixC6AQAAAACwCKEbAAAAAACLELoBAAAAALAIoRsAAAAAAIsQugEAAAAAsAihGwAAAAAAixC6AQAAAACwCKEbAAAAAACLELoBAAAAALAIoRsAAAAAAIsQugEAAAAAsAihGwAAAAAAixC6AQAAAACwCKEbAAAAAACLELoBAAAAALAIoRsAAAAAAIsQugEAAAAAsAihGwAAAAAAiwT6ugEAAACXwjAMGYahnJwcl9f565zLub/m3jb3slV1HA6HfvzxR4WHh8tut7vVdb5yH5endbyxj7zqOJdzr8/re2+vc36fu87Ffn+h8uzsbO3atUsbN240x+dS3u9i3tvb213ufeTk5Gj//v1atGiRAgJc5/Vy1z+ft8uK8v7atWunhx56KN9yFF2EbgAALpJhGMrOzlZWVpYcDofL16ysLGVnZ5vlzu9zv/JafzF1L7TeGTKzs7Pz/FpQWWHrHDp0SC+88IIZKgsKuYUJwpdSBwCKg+DgYEJ3MUXoBgBcFjk5OTp79qwyMzPz/Jr7+1OnTmnjxo3KzMyUYRhmqD0/4Bb01eq6AAAAhUHoBoBizjAMnTlzRhkZGTp9+nShvmZmZuYbjj39SlAt/gICAsyXzWZzWc5rnSd1LnW/ub86XwUtX0zdwiwbhqHffvtN11xzjex2u0vZ+S9JBZYXpo439pFXHedy7vV5fe/tdc7vc9e52O8LKs/KytLGjRvVqlUrBQYGFno7b7y3Fdtdzn04HA599dVXat++vYKCgnS+3PWtLiuq+wsLC8t3XyjaCN0A4AOeBOGCvl6oDBcWGBiooKAgt695rcuvjvNlt9tlt9tdvi9onbfWBwYGKiAgwFx2fu8Mnt5al52dreXLl+vmm29WSEiIWxhC/hwOh5YtW6bu3bvnGUzgW86rWTp37sz4XCSHw6HffvtNdevWpe+A8xC6AcACTz75pNavX6/U1FT9+9//dgvGxTEIBwUFKTg4WCEhIZf8NSAgQHv37lWDBg0UEhJyUcHXk7rOGUcUjsPhMPvu/AcmAQAAV4RuALDAtm3blJycfNnfNyQkRGFhYQoNDVVoaKj5/cV+LVGixEWF5KCgIK+GL2YDAQBAcUHoBgAL5L4vy1tBuDBB2W63+/CoAQAAcD5CNwBY4O2339Ybb7yhL7/8Uj169GC2FgAA4ApF6AYAC1x11VVyOBzMPAMAAFzhePoJAAAAAAAWIXQDAAAAAGARQjcAAAAAABYhdAMAAAAAYBFCNwAAAAAAFiF0AwAAAABgEUI3AAAAAAAW8WnoXrNmjXr06KFKlSrJZrNp8eLFBdZPTk6WzWZze/38888u9RYuXKh69eopJCRE9erV06JFiyw8CgAAAAAA8ubT0H3q1Ck1btxYL7300kVtt3PnTqWmppqv2rVrm2UbNmxQv379NGDAAG3btk0DBgxQ37599c0333i7+QAAAAAAFCjQl28eGxur2NjYi96uQoUKKl26dJ5lCQkJ6tKli8aOHStJGjt2rFJSUpSQkKB58+ZdSnMBAAAAALgoRfKe7qZNmyoqKko33XSTVq9e7VK2YcMGxcTEuKzr2rWr1q9ffzmbCAAAAACAb2e6L1ZUVJTeeOMNNW/eXJmZmXrvvfd00003KTk5We3bt5ckpaWlKTIy0mW7yMhIpaWl5bvfzMxMZWZmmsvp6emSJIfDIYfDccF2OesUpi5c0Xf+jzHyHH3nOfrOvzE+nqPv/Bvj4zn6zvvoy+LDZhiG4etGSJLNZtOiRYvUq1evi9quR48estlsSkpKkiQFBwfr3Xff1Z133mnW+eCDDzR48GCdOXMmz32MHz9eEyZMcFv/4YcfKiws7KLaAwAAAACXKiMjQ/3799fx48cVHh7u6+bgEhSpme68tG7dWu+//765XLFiRbdZ7YMHD7rNfuc2duxYxcfHm8vp6emqWrWqYmJiCvUD7nA4tHLlSnXp0kVBQUEeHMWVi77zf4yR5+g7z9F3/o3x8Rx9598YH8/Rd97nvPoWRV+RD91btmxRVFSUudymTRutXLlSo0ePNtetWLFCbdu2zXcfISEhCgkJcVsfFBR0USeNi62Pf9B3/o8x8hx95zn6zr8xPp6j7/wb4+M5+s576Mfiw6eh++TJk9q9e7e5vHfvXm3dulVlypRRtWrVNHbsWB04cEBz586VdO7J5DVq1FD9+vV19uxZvf/++1q4cKEWLlxo7mPUqFFq3769nn/+ecXFxWnJkiVatWqV1q5de9mPDwAAAABwZfNp6N60aZOio6PNZecl3gMHDlRiYqJSU1O1b98+s/zs2bN67LHHdODAAYWGhqp+/fr69NNP1b17d7NO27ZtNX/+fD311FN6+umnVatWLS1YsECtWrW6fAcGAAAAAIB8HLo7duyogp7jlpiY6LI8ZswYjRkz5oL77dOnj/r06XOpzQMAAAAA4JIUyc/pBgAAAACgKCB0AwAAAABgEUI3AAAAAAAWIXQDAAAAAGARQjcAAAAAABYhdAMAAAAAYBFCNwAAAAAAFiF0AwAAAABgEUI3AAAAAAAWIXQDAAAAAGARQjcAAAAAABYhdAMAAAAAYBFCNwAAAAAAFiF0AwAAAABgEUI3AAAAAAAWIXQDAAAAAGARQjcAAAAAABYhdAMAAAAAYBFCNwAAAAAAFiF0AwAAAABgEUI3AAAAAAAWIXQDAAAAAGARQjcAAAAAABYhdAMAAAAAYBFCNwAAAAAAFiF0AwAAAABgEUI3AAAAAAAWIXQDAAAAAGARQjcAAAAAABYJ9HUDAAAAcjMMQ4ZhKCDg3NxAZmamsrOzlZOTo5ycHBmGIZvNpvDwcEnS0aNHlZmZaZbl5OTIZrOpSpUqkqS0tDQdP37cLHPuv379+rLZbPrzzz/1119/uZU3adJEwcHB+vPPP7V371638mbNmik8PFxpaWnasWOHud5Zp3nz5oqMjNShQ4e0bt06GYYhh8OhTZs26fTp07rhhht0zTXXKD09XcuWLXM5dsMw1LBhQzVq1Ehnz57V/PnzXcoMw1CdOnV04403SpLeeecdORwOl/Lq1aure/fukqT33ntPx44dcymPjIzUnXfeKUmaP3++/vjjD5fyUqVKafjw4ZKkjz/+WD/99JMMwzDbabPZ9NRTT0mSPvvsM33zzTcu5ZL0+OOPq2TJkkpJSdGKFSvcykeOHKmoqCht2rRJ//3vf93Khw4dqjp16ujnn3/W66+/7vIzIkn9+/fXDTfcoAMHDuj55593KZOkHj16KCYmRidOnNATTzzhVt6xY0f17dtXkjRixAhlZWXp999/16effqqAgAA1a9ZM999/v3ksR48eddn+2muv1eOPPy5Jeu6557R3716X9yhfvrzZrpkzZ2rLli0u5cHBwXrzzTclSW+//bZWr17t1sY333xToaGhWrhwoRYuXOhWPm3aNFWqVEmrVq3SW2+95Vb+73//W/Xr19emTZvy7KNHHnlE//rXv7R7926NGTPGrXzQoEHq2bOnDh06pMGDB7uV33rrrRo0aJCys7P13HPP6Y033pDNZnPp48cee0ySdNddd+nYsWPKrXHjxpo8ebI5Bs4+dKpatao59k899ZQ2b97sUn7VVVfpo48+kiS9+OKLWrlypc63dOlSBQcH6+2339b8+fPdyufOnauKFStq0aJFeuWVV9zKZ86cqXr16iklJUUTJ050K3/mmWfUrl077dixQ6NGjXIrHzlypHr16qUDBw7o7rvvdiu/++67zb5F8UToBgDgArKzs5WVlSWHwyGHw6HAwECVKlVKkvTbb78pMzNTDodDWVlZysrKUsmSJVW3bl1J0rfffqvjx48rOzvb3E9YWJg6d+4sSUpOTtb+/fvN8uzsbAUEBGjIkCGSpOXLl2vbtm3KyspyqfP0008rODhYn332mZYvX+5SlpOTo0mTJqlChQpatWqV3nnnHeXk5Jhl2dnZmjRpkurVq6d169bp2WefdSufMGGCOnXqpO3bt2vQoEFu5V27dlX37t31xx9/qH379mbYdL5GjBihcePGKTMzU5UrV3Yrv+uuu/Taa69JkipWrKjDhw+bZZIUExOj5cuXS5KaNWumH3/80WVMGjZsqO3bt0uSbr/9dn3xxRcu5eXKldPff/8tSXrsscf0wQcfuI2rcyxnzJihF1980a183759qlq1qubPn69HH33Urfybb77RDTfcoNWrV6t///5u5YsXL1ZcXJy+//579erVy638tdde0wMPPKDU1FQz/Ob2zDPPqFGjRjpz5owGDhzoVn7//febofuhhx5SRkaGS3mPHj3M0D1+/Hjt2bPHpbxFixbm+7700ktat26dS3nlypXN0D1v3jz973//cym32+0uoXv27NlubXz44YdVsmRJrV+/3gxWud1xxx2KiorSDz/8YI6BzWYzX126dFGdOnW0f/9+vfLKKy5hzmazqVmzZrrhhht09OhRzZkzx6VMkqpXr66YmBhlZmZq7ty5buUlS5Y0Q/f8+fOVnZ0th8Oh4OBgSdKZM2fM0L1s2TL9+eefLtu3atXKDN1r1qzR1q1bXd6jevXq5vJ3332nFStWuJSXKFHCXN65c6cZunO/R1ZWlqRzP49r1651Kz99+rQk6eDBg/rmm2/cyk+cOCFJOnbsmBn6c5cfPXpUkpSRkaEffvjBrfzw4cNmO3bt2pVvubMNp0+fdhmnQ4cOmd//8ccf5vs5RUVFmd//9ddfOnDggEt5SEiI+f3hw4eVmprqUu48FzuP9eDBgzqf848Ep06dcmmvU3Z2tqRzf+A7v33SP2PgcDh0/Phxt3KHw2Hu5+TJk/mWG4Zhjlde5Si+bEbuP1VBkpSenq6IiAgdP37c/Ct6QRwOh5YtW6bu3bsrKCjoMrSw+KDv/B9j5Dn67twvIGfOnNHZs2d19uxZZWZm6uzZs6pZs6bsdrv++OMP7dmzx1zv/HrTTTdp/fr1qlmzplJSUlwCb1ZWlu6++27VqlVLP/74o15//XWXMofDoQceeEDt2rXTnj179NBDD5nrnaH4wQcf1D333KO///5bN954o0u5w+HQ/fffr8mTJ8swDAUGBppB0Klfv37mbElUVJTS0tJcytu3b6+UlBRJUvPmzfXdd9+5lF977bXmL6+33HKLPv30U5fykiVLmr+4DR061Jy9yu3EiRO66qqrNGHCBE2ZMkV2u12BgYEKCAiQ3W7XN998o1q1amnu3Ll66qmnFBAQYJYFBATo/fffV8uWLfXll1/q0UcfNdc7vz777LO66aab9NNPP2nkyJEuZdK52anx48fr2LFjGjFihLl/5+uWW25R3759lZWVpWHDhrmU2Ww2tW7dWgMGDJB0bvbqzJkzZllAQICuu+46DRo0SJL06quv6tChQ2ZZQECAKlSooPvuu0+StHDhQv3xxx8u5aGhoeb2KSkp+vXXX132b7PZ1L9/fwUEBGjbtm36+eefzfXOV7du3RQWFqZff/1VP/74o1t569atVbp0aaWlpemHH35w2bfNZlP9+vVVtmxZHT9+XD/++KNsNpuys7O1YcMG3XjjjapVq5YqVKigM2fO6OeffzaDinP7ChUqKDIyUtnZ2frll19cymw2myIiIhQZGSlJ5kx87vKwsDCVL19e0rnZ/uzsbJfyoKAglS1bVtK5QJaVleVSHhAQoIiICEnngl3ucmdbwsLCJJ073zn3n7udgYGBstlsLlco5C73N5y3PUffed/FZhL4L0J3Hgjdlw995/8YI8/5Q9+dPHlSGRkZOn36tE6fPq2MjAyFhYXp+uuvl3TukrtDhw6ZZRkZGSpfvrwefPBBSdLUqVP1448/uoTiiIgIzZs3T9K5GcRly5YpMzPTrJOdnW3OJIwcOTLP2a+DBw+qfPnymjJlisaNG+dWvmnTJv3xxx86dOiQOeOb2+eff66uXbtq5cqViouLU2BgoIKCghQUFGTOXN5+++365Zdf1KdPH3O98+vQoUN111136fjx4xo0aJDb9l26dFG/fv0kSU888YTsdrvLPurWrauePXtKkj788EOdPXtWgYGB5qtChQpq3769JOnrr7/WyZMnzVBst9sVFhamJk2aSDo3U37q1CnZ7XbzFRgYqGrVqplj6HA4XMqddXwVWvzhZ7uoou/8G+PjOfrO+wjdxQeXlwPAZeS8hM1ut+v06dP67bffzMDrDMb169dXrVq1dOzYMb355ptu5V27dlXv3r11+vRpxcbGmmXOr7fffrtmzpwp6dws7PmXusXGxpr3j/7f//2fdu7c6VLeuHFjM3Rv2LBB3377rUJCQhQcHKyQkBDzGKRz9yvWrl3bLHN+dc5ode/eXeXLl3cpDw4OVsmSJSWduyy4cePGCgkJcdm+Zs2a+uOPP9S7d29169bNJfAGBQWZl3526dLF7ZLa3K677jrzEuS8RERE6OOPPy5wzKZOnVpgeV6XFefWunXrAstr1KhRYPlVV11VYDkAAPBvhG4AsMiqVav0wAMPKCAgwAzEZ8+e1YIFC9S3b19t27ZNbdq0cdtuxowZeuSRR5Senm4+1EaSSpQoodDQUHMGNCgoSGfOnNFVV12l8uXLKywsTKGhoWrUqJG5zYQJEyRJoaGhZnnVqlXN8iVLlshmsyk0NNSsk/sewyVLlhR4jM57GfPTrVs3devWLd/ya6+9Vtdee63beuf9bSVLllTp0qULfA8AAAB/RugGAItcffXVqlWrlq655hqVLFnSDL3OS7uvvfZaJSYmugTisLAw1axZU9K5hxgdOnRIoaGhKlGihHkvrVNgYKC+/vrrAtsQHx9fYHmdOnUu4QgBAABwIYRuALBI8+bNNWbMmHzvbytXrlyeTyR2stvt5kOOAAAAUDQFXLgKAAAAAADwBKEbAAAAAACLELoBAAAAALAIoRsAAAAAAIsQugEAAAAAsAihGwAAAAAAixC6AQAAAACwCKEbAAAAAACLELoBAAAAALAIoRsAAAAAAIsQugEAAAAAsAihGwAAAAAAixC6AQAAAACwCKEbAAAAAACLELoBAAAAALAIoRsAAAAAAIsQugEAAAAAsAihGwAAAAAAixC6AQAAAACwCKEbAAAAAACLELoBAAAAALAIoRsAAAAAAIsQugEAAAAAsAihGwAAAAAAi/g0dK9Zs0Y9evRQpUqVZLPZtHjx4gLrf/zxx+rSpYvKly+v8PBwtWnTRsuXL3epk5iYKJvN5vY6c+aMhUcCAAAAAIA7n4buU6dOqXHjxnrppZcKVX/NmjXq0qWLli1bps2bNys6Olo9evTQli1bXOqFh4crNTXV5VWiRAkrDgEAAAAAgHwF+vLNY2NjFRsbW+j6CQkJLsuTJ0/WkiVLtHTpUjVt2tRcb7PZVLFiRW81EwAAAAAAjxTpe7pzcnJ04sQJlSlTxmX9yZMnVb16dVWpUkW33HKL20w4AAAAAACXg09nui/VtGnTdOrUKfXt29dcd/311ysxMVENGzZUenq6Zs6cqRtvvFHbtm1T7dq189xPZmamMjMzzeX09HRJksPhkMPhuGA7nHUKUxeu6Dv/xxh5jr7zHH3n3xgfz9F3/o3x8Rx95330ZfFhMwzD8HUjpHOXhC9atEi9evUqVP158+ZpyJAhWrJkiTp37pxvvZycHDVr1kzt27fXrFmz8qwzfvx4TZgwwW39hx9+qLCwsEK1BwAAAAC8JSMjQ/3799fx48cVHh7u6+bgEhTJme4FCxZo8ODB+uijjwoM3JIUEBCgli1bateuXfnWGTt2rOLj483l9PR0Va1aVTExMYX6AXc4HFq5cqW6dOmioKCgwh8I6LsigDHyHH3nOfrOvzE+nqPv/Bvj4zn6zvucV9+i6CtyoXvevHm67777NG/ePN18880XrG8YhrZu3aqGDRvmWyckJEQhISFu64OCgi7qpHGx9fEP+s7/MUaeo+88R9/5N8bHc/Sdf2N8PEffeQ/9WHz4NHSfPHlSu3fvNpf37t2rrVu3qkyZMqpWrZrGjh2rAwcOaO7cuZLOBe577rlHM2fOVOvWrZWWliZJCg0NVUREhCRpwoQJat26tWrXrq309HTNmjVLW7du1csvv3z5DxAAAAAAcEXz6dPLN23apKZNm5of9xUfH6+mTZvq3//+tyQpNTVV+/btM+u//vrrysrK0ogRIxQVFWW+Ro0aZdY5duyY7r//ftWtW1cxMTE6cOCA1qxZoxtuuOHyHhwAAAAA4Irn05nujh07qqDnuCUmJrosJycnX3CfM2bM0IwZMy6xZQAAAAAAXLoi/TndAAAAAAD4M0I3AAAAAAAWIXQDAAAAAGARQjcAAAAAABYhdAMAAAAAYBFCNwAAAAAAFiF0AwAAAABgEUI3AAAAAAAWIXQDAAAAAGARQjcAAAAAABYhdAMAAAAAYBFCNwAAAAAAFiF0AwAAAABgEUI3AAAAAAAWIXQDAAAAAGARQjcAAAAAABYhdAMAAAAAYBFCNwAAAAAAFiF0AwAAAABgEUI3AAAAAAAWIXQDAAAAAGARQjcAAAAAABYhdAMAAAAAYBFCNwAAAAAAFiF0AwAAAABgEUI3AAAAAAAWIXQDAAAAAGARQjcAAAAAABYhdAMAAAAAYBFCNwAAAAAAFiF0AwAAAABgEUI3AAAAAAAWIXQDAAAAAGARQjcAAAAAABYhdAMAAAAAYBFCNwAAAAAAFiF0AwAAAABgEUI3AAAAAAAWIXQDAAAAAGARQjcAAAAAABYhdAMAAAAAYBFCNwAAAAAAFiF0AwAAAABgEUI3AAAAAAAWIXQDAAAAAGARQjcAAAAAABYhdAMAAAAAYBFCNwAAAAAAFiF0AwAAAABgEUI3AAAAAAAWIXQDAAAAAGARQjcAAAAAABbxOHT/+uuveuqpp3TnnXfq4MGDkqTPP/9cP/zwg9caBwAAAABAUeZR6E5JSVHDhg31zTff6OOPP9bJkyclSdu3b9czzzzj1QYCAAAAAFBUeRS6n3jiCT333HNauXKlgoODzfXR0dHasGGD1xoHAAAAAEBR5lHo3rFjh2699Va39eXLl9fhw4cvuVEAAAAAABQHHoXu0qVLKzU11W39li1bVLly5UtuFAAAAAAAxYFHobt///56/PHHlZaWJpvNppycHK1bt06PPfaY7rnnHm+3EQAAAACAIsmj0D1p0iRVq1ZNlStX1smTJ1WvXj21b99ebdu21VNPPeXtNgIAAAAAUCQFerJRUFCQPvjgAz377LPasmWLcnJy1LRpU9WuXdvb7QMAAAAAoMjyKHQ71apVS7Vq1fJWWwAAAAAAKFY8Ct3x8fF5rrfZbCpRooSuvfZaxcXFqUyZMgXuZ82aNfrPf/6jzZs3KzU1VYsWLVKvXr0K3CYlJUXx8fH64YcfVKlSJY0ZM0bDhg1zqbNw4UI9/fTT+vXXX1WrVi1NmjQpz6etAwAAAABgJY9C95YtW/Tdd98pOztbderUkWEY2rVrl+x2u66//nq98sorevTRR7V27VrVq1cv3/2cOnVKjRs31qBBg9S7d+8Lvu/evXvVvXt3DR06VO+//77WrVun4cOHq3z58ub2GzZsUL9+/TRx4kTdeuutWrRokfr27au1a9eqVatWnhwuAAAAAAAe8Sh0O2ex33nnHYWHh0uS0tPTNXjwYP3rX//S0KFD1b9/f40ePVrLly/Pdz+xsbGKjY0t9Pu+9tprqlatmhISEiRJdevW1aZNm/Tiiy+aoTshIUFdunTR2LFjJUljx45VSkqKEhISNG/ePE8OFwAAAAAAj3j09PL//Oc/mjhxohm4JSk8PFzjx4/XCy+8oLCwMP373//W5s2bvdZQ6dwsdkxMjMu6rl27atOmTXI4HAXWWb9+vVfbAgAAAADAhXg00338+HEdPHjQ7dLxv//+W+np6ZKk0qVL6+zZs5fewlzS0tIUGRnpsi4yMlJZWVk6dOiQoqKi8q2TlpaW734zMzOVmZlpLjuPweFwmGG+IM46hakLV/Sd/2OMPEffeY6+82+Mj+foO//G+HiOvvM++rL48Pjy8vvuu0/Tpk1Ty5YtZbPZtHHjRj322GPmg9A2btyo6667zpttlXTuYW25GYbhtj6vOuevy23KlCmaMGGC2/oVK1YoLCys0G1buXJloevCFX3n/xgjz9F3nqPv/Bvj4zn6zr8xPp6j77wnIyPD102Al3gUul9//XWNHj1ad9xxh7Kyss7tKDBQAwcO1IwZMyRJ119/vd566y3vtVRSxYoV3WasDx48qMDAQJUtW7bAOufPfuc2duxYlyeyp6enq2rVqoqJiXG5hD4/DodDK1euVJcuXRQUFHQxh3TFo+/8H2PkOfrOc/Sdf2N8PEff+TfGx3P0nfc5r75F0XfRoTs7O1ubN2/W888/rxkzZmjPnj0yDEO1atXSVVddZdZr0qSJN9spSWrTpo2WLl3qsm7FihVq0aKF+Y+7TZs2WrlypUaPHu1Sp23btvnuNyQkRCEhIW7rg4KCLuqkcbH18Q/6zv8xRp6j7zxH3/k3xsdz9J1/Y3w8R995D/1YfFx06Lbb7eratat++ukn1axZU40aNfL4zU+ePKndu3eby3v37tXWrVtVpkwZVatWTWPHjtWBAwc0d+5cSdKwYcP00ksvKT4+XkOHDtWGDRs0Z84cl6eSjxo1Su3bt9fzzz+vuLg4LVmyRKtWrdLatWs9bicAAAAAAJ7w6OnlDRs21J49ey75zTdt2qSmTZuqadOmkqT4+Hg1bdpU//73vyVJqamp2rdvn1m/Zs2aWrZsmZKTk9WkSRNNnDhRs2bNcvmM77Zt22r+/Pl655131KhRIyUmJmrBggV8RjcAAAAA4LLz6J7uSZMm6bHHHtPEiRPVvHlzlSxZ0qW8MPdBS1LHjh3NB6HlJTEx0W1dhw4d9N133xW43z59+qhPnz6FagMAAAAAAFbxKHR369ZNktSzZ0+Xp4I7nxKenZ3tndYBAAAAAFCEeRS6V69e7e12AAAAAABQ7HgUujt06ODtdgAAAAAAUOx4FLrXrFlTYHn79u09agwAAAAAAMWJR6G7Y8eObuty39vNPd0AAAAAYL3s7Gw5HA5fN+OKExQUJLvdXqi6HoXuo0ePuiw7HA5t2bJFTz/9tCZNmuTJLgEAAAAAhWQYhtLS0nTs2DFfN+WKVbp0aVWsWNFlAjovHoXuiIgIt3VdunRRSEiIRo8erc2bN3uyWwAAAABAITgDd4UKFRQWFnbB4AfvMQxDGRkZOnjwoCQpKiqqwPoehe78lC9fXjt37vTmLgEAAAAAuWRnZ5uBu2zZsr5uzhUpNDRUknTw4EFVqFChwEvNPQrd27dvd1k2DEOpqamaOnWqGjdu7MkuAQAAAACF4LyHOywszMctubI5+9/hcHg/dDdp0kQ2m02GYbisb926td5++21PdgkAAHBZJCUlafXq1YqOjlbPnj193RwA8BiXlPtWYfvfo9C9d+9el+WAgACVL19eJUqU8GR3AAAAl0VSUpLi4uJkt9uVkJCgJUuWELwBAG4SExP1yCOPeOVBdQGebFS9enWXV9WqVXXmzJlLbgwAAICVVq9eLbvdruzsbNntdiUnJ/u6SQBwxVm/fr3sdru6devm66ZcFh6F7ueff14LFiwwl/v27asyZcqocuXK2rZtm9caBwAA4E3R0dFm4M7OzlbHjh193SQAuOK8/fbbevjhh7V27Vrt27fP182xnEeh+/XXX1fVqlUlSStXrtTKlSv1+eefKzY2Vv/3f//n1QYCAAB4S8+ePbVkyRKNHDmSS8sBwAdOnTql//73v3rwwQd1yy23KDEx0SxLTk6WzWbTF198oRYtWigsLExt27Z1+YSs8ePHq0mTJnrvvfdUo0YNRURE6I477tCJEyfMOjVq1FBCQoLL+zZp0kTjx483l6dPn66GDRuqZMmSqlq1qoYPH66TJ09acswehe7U1FQzdH/yySfq27evYmJiNGbMGH377bdebSAAAIA39ezZU9OnTydwA4APLFiwQHXq1FGdOnV0991365133nF7QPeTTz6padOmadOmTQoMDNR9993nUv7rr79q8eLF+uSTT/TJJ58oJSVFU6dOvah2BAQEaNasWfr+++/17rvv6ssvv9SYMWMu+fjyfC9PNrr66qu1f/9+SdLnn3+uzp07Szr30WHZ2dneax0AAAAAoNiYM2eO7r77bklSt27ddPLkSX3xxRcudSZNmqQOHTqoXr16euKJJ7R+/XqXZ4jl5OQoMTFRDRo0ULt27TRgwAC3fVzII488oujoaNWsWVOdOnXSxIkT9d///vfSDzAPHj29/LbbblP//v1Vu3ZtHT58WLGxsZKkrVu36tprr/VqAwEAgDs+9goAkFuLFi2UlpZ22d+3YsWK2rRpU6Hq7ty5Uxs3btTHH38sSQoMDFS/fv309ttvmxO5ktSoUSPz+6ioKEnSwYMHVa1aNUnnLh8vVaqUS52DBw9eVLtXr16tyZMn68cff1R6erqysrJ05swZnTp1SiVLlryofV2IR6F7xowZqlGjhvbv368XXnhBV111laRzl50PHz7cqw0EAACu+NgrAMD50tLSdODAAV83o0Bz5sxRVlaWKleubK4zDENBQUE6evSouS4oKMj83vlZ2Dk5OXmWO+vkLg8ICHC7ZN3hcJjf//777+revbuGDRumiRMnqkyZMlq7dq0GDx7sUs9bPArdQUFBeuyxx9zWP/LIIy7LN998s9566y3zrxMAAODS5fWxV4RuALiyVaxY0a/fNysrS3PnztW0adMUExPjUta7d2998MEHatCggVfaVL58eaWmpprL6enp2rt3r7m8adMmZWVladq0aQoIOHfHtVWXlksehu7CWrNmjU6fPm3lWwAAcMWJjo5WQkICH3sFADAV9hJvX/nkk0909OhRDR48WBERES5lffr00Zw5czRjxgyvvFenTp2UmJioHj166Oqrr9bTTz8tu91ulteqVUtZWVmaPXu2evTooXXr1um1117zynvnxaMHqQEAAN/hY68AAEXNnDlz1LlzZ7fALZ2b6d66dau+++47r7zX2LFj1b59e91yyy3q3r27evXqpVq1apnlTZo00fTp0/X888+rQYMG+uCDDzRlyhSvvHdeLJ3pBgAA1ujZsydhGwBQZCxdujTfsmbNmpn3YMfHx7uUNWnSxOX+7PHjx7t83rZ07jbn3Lc6h4eHa8GCBS51Bg4c6LI8evRojR492mXdgAEDzO/vvfde3Xvvvfm2+WIw0w0AAAAAgEUI3QAAAAAAWITQDQAAAACARSwN3ePGjVOZMmWsfAsAAAAAAPyWRw9Sq1Spkjp27KiOHTuqQ4cOqlOnTp71xo4de0mNAwAAAACgKPNopnvatGkKDw/X9OnTVbduXUVFRemOO+7Qa6+9pp9++snbbQQAAAAAnCf3U71x+RW2/z2a6b7zzjt15513SpL++usvrV69Wp988okefvhh5eTkKDs725PdAgAAAAAuICgoSJKUkZGh0NBQH7fmypWRkSHpn/HIj8ef033y5EmtXbtWKSkpSk5O1pYtW9SwYUN16NDB010CAAAAAC7AbrerdOnSOnjwoCQpLCxMNpvNx626chiGoYyMDB08eFClS5eW3W4vsL5HobtVq1bavn27GjRooI4dO2rcuHFq166dSpcu7cnuAAAAAAAXoWLFipJkBm9cfqVLlzbHoSAehe5du3YpLCxM11xzja655hpde+21BG4AAAAAuExsNpuioqJUoUIFORwOXzfnihMUFHTBGW4nj0L3kSNHtH37diUnJ2vVqlV65plnFBAQoA4dOig6OlrDhg3zZLcAAAAAgItgt9sLHf7gGx5/TnejRo00cuRILVy4UJ999pliY2P18ccfa8SIEd5sHwAAAAAARZZHM91btmxRcnKykpOT9dVXX+nEiRNq3LixRo0apejoaG+3EQAAAACAIsmj0N2yZUs1bdpUHTp00NChQ9W+fXuFh4d7u20AAAAAABRpHt/TTcgGABQHSUlJWr16taKjo9WzZ09fNwcAABQzHt3THR4ermPHjumtt97S2LFjdeTIEUnSd999pwMHDni1gQAAWCUpKUlxcXGaPXu24uLilJSU5OsmAQCAYsaj0L19+3bVrl1bzz//vF588UUdO3ZMkrRo0SKNHTvWm+0DABRjSUlJGj16tM/C7urVq2W325WdnS273a7k5GSftAMAABRfHoXu+Ph4DRo0SLt27VKJEiXM9bGxsVqzZo3XGgcAKL78YZY5OjraDNzZ2dnq2LHjZW8DAAAo3jwK3d9++60eeOABt/WVK1dWWlraJTcKAOBbl2MG2h9mmXv27KklS5Zo5MiRWrJkCfd0AwAAr/ModJcoUULp6elu63fu3Kny5ctfcqMAAL5zuWag/WWWuWfPnpo+fTqBGwAAWMKj0B0XF6dnn31WDodDkmSz2bRv3z498cQT6t27t1cbCAC4vC7XDDSzzAAA4ErgUeh+8cUX9ffff6tChQo6ffq0OnTooGuvvValSpXSpEmTvN1GAMAFePNy8Ms5A80sMwAAKO48+pzu8PBwrV27Vl9++aW+++475eTkqFmzZurcubMMw/B2GwEABXBeDm6325WQkHDJs8bOGejk5GR17NiRQAwAAHAJPArdU6ZM0dixY9WpUyd16tTJXJ+dna27775b8+bN81oDAaA4S0pK0urVqxUdHe1xuM3rcvBLDco9e/YkbAMAAHiBR5eXJyQk6I033nBZl52drTvuuENbt271RrsAoMjw9NJubz2wzF8eSAYAAAB3Hs10L1u2TJ07d1bp0qXVt29fORwO9evXTz///LNWr17t7TYCgN+6lEu7vTVDzeXgAAAA/sujme7mzZtr0aJFGjp0qJYsWaLevXtr586dWr16tSpWrOjtNgLAZeHJjPWlPOnbmzPUPJAMAADAP3kUuiWpY8eOeu+999SnTx/99ttvSklJUWRkpDfbBgCXjaeXel9KcOYjswAAAIq/Ql9eftttt+W5vnz58ipdurTuv/9+c93HH3986S0DgEt0MQ8p8/RS70u9tJsHlgEAABRvhQ7dERERea7v2rWr1xoDAN5ysfdaR0dHKyEhweMZa4IzAAAA8lLo0P3OO++Y358+fVo5OTkqWbKkJOm3337T4sWLVbduXUI4AL9wsTPXPIwMAAAAVvDonu64uDi99957kqRjx46pdevWmjZtmnr16qVXX33Vqw0EAE94cq81DyMDAACAt3kUur/77ju1a9dOkvS///1PkZGR+v333zV37lzNmjXLqw0EAE/wkDIAAAD4A48+pzsjI0OlSpWSJK1YsUK33XabAgIC1Lp1a/3+++9ebSAAnK+wD0jjXmsAAAD4mkcz3ddee60WL16s/fv3a/ny5YqJiZEkHTx4UOHh4V5tIADk5ulHewEAAAC+4FHo/ve//63HHntMNWrUUKtWrdSmTRtJ52a9mzZt6tUGAkBueT0gDQAAAPBXHoXuPn36aN++fdq0aZM+//xzc/1NN92kGTNmeK1xAHA+Tx6QBgAAAPiKR/d0S1LFihVVsWJFl3U33HDDJTcIwJWrMPdq89FeAAAAKEo8Dt0A4E3Oe7XtdrsSEhIKfOI4D0gDAABAUeHR5eXe9sorr6hmzZoqUaKEmjdvrq+++irfuvfee69sNpvbq379+madxMTEPOucOXPmchwOAA9wrzYAAACKI5+H7gULFuiRRx7Rk08+qS1btqhdu3aKjY3Vvn378qw/c+ZMpaammq/9+/erTJkyuv32213qhYeHu9RLTU1ViRIlLschAfAA92oDAACgOPL55eXTp0/X4MGDNWTIEElSQkKCli9frldffVVTpkxxqx8REaGIiAhzefHixTp69KgGDRrkUs9ms7ndcw7Af3GvNgAAAIojn4bus2fPavPmzXriiSdc1sfExGj9+vWF2secOXPUuXNnVa9e3WX9yZMnVb16dWVnZ6tJkyaaOHFivh9nlpmZqczMTHM5PT1dkuRwOORwOC7YBmedwtSFK/rO/3lrjJYuXaqUlBR16NBBPXr0yLNObGysYmNjvfJ+/oCfb8/Rd/6N8fEcfeffGB/P0XfeR18WHzbDMAxfvfmff/6pypUra926dWrbtq25fvLkyXr33Xe1c+fOArdPTU1V1apV9eGHH6pv377m+q+//lq7d+9Ww4YNlZ6erpkzZ2rZsmXatm2bateu7baf8ePHa8KECW7rP/zwQ4WFhV3CEQKQpI0bN2ry5MkKCAhQTk6Oxo0bx6cdAAAAFCAjI0P9+/fX8ePHFR4e7uvm4BL4/PJy6dyl4LkZhuG2Li+JiYkqXbq0evXq5bK+devWat26tbl84403qlmzZpo9e7ZmzZrltp+xY8cqPj7eXE5PT1fVqlUVExNTqB9wh8OhlStXqkuXLgoKCrpgffyDvvN/3hijL7/80uUhaadOnVL37t293FL/w8+35+g7/8b4eI6+82+Mj+foO+9zXn2Los+nobtcuXKy2+1KS0tzWX/w4EFFRkYWuK1hGHr77bc1YMAABQcHF1g3ICBALVu21K5du/IsDwkJUUhIiNv6oKCgizppXGx9/IO+83+XMkY33XSTZs2aZQbvTp06XVHjzc+35+g7/8b4eI6+82+Mj+foO++hH4sPnz69PDg4WM2bN9fKlStd1q9cudLlcvO8pKSkaPfu3Ro8ePAF38cwDG3dulVRUVGX1F7gSrVx40Y99thjSkpKyrM8KSlJo0ePzrfc+ZC0kSNHFvj52wAAAEBx4/PLy+Pj4zVgwAC1aNFCbdq00RtvvKF9+/Zp2LBhks5d+n3gwAHNnTvXZbs5c+aoVatWatCggds+J0yYoNatW6t27dpKT0/XrFmztHXrVr388suX5ZiA4mTp0qWaPHmy7Ha7Zs2a5Raak5KSFBcXJ7vdroSEhHxDdc+ePQnbAAAAuOL4PHT369dPhw8f1rPPPqvU1FQ1aNBAy5YtM59Gnpqa6vaZ3cePH9fChQs1c+bMPPd57Ngx3X///UpLS1NERISaNm2qNWvW8OAmwAMpKSkKCAgw78dOTk52Cc+rV692uV/7/HIAAADgSubz0C1Jw4cP1/Dhw/MsS0xMdFsXERGhjIyMfPc3Y8YMzZgxw1vNA65oHTp0cLkfu2PHji7l0dHRSkhIyLccAAAAuJL5RegG4L969OihcePG6dSpU+rUqZPbLLbzfu3k5GR17NiRWW4AAAAgF0I3AEnn7s1evXq1oqOj3YLzDTfcoO7du+f7FE3u1wYAAADy5tOnlwPwD86Hoc2ePVtxcXH5PoUcAAAAwMUhdAPI82FoAAAAAC4doRuAoqOjzcDNw9AAAAAA7+GebgA8DA0AAACwCKEbuIIU9LA0HoYGAAAAeB+XlwNXCB6WBgAAAFx+hG7gCsHD0gAAAIDLj9ANXCF4WBoAAABw+XFPN1DM5HffNg9LAwAAAC4/Qjfg5/IL0Xmtd963bbfblZCQoCVLlrgFb8I2AAAAcPlweTngx/J7+Fl+67lvGwAAAPAvhG7Aj+UXovNbz33bAAAAgH8hdAM+kpSUpNGjR7t8dNf56/IL0fmtd963PXLkSLdLywEAAABcftzTDVwG599/nde915LyvB87r4efFfRQNO7bBgAAAPwHoRu4CHmF57weZnahgJ3X5eGGYbitcwbovEI04RoAAADwf4RuoJDOD8/jxo3T5MmTLzhbnVfAjo6OVkJCgtvl4XmtAwAAAFB0EbqBQjo/PH/22WeFmq3OK2Dnd3k4n6MNAAAAFC+EbiAf518mfn54jo2N1ZYtWy44W13QfdnnB2suGQcAAACKF0I38P/lDtlS4R5q1qpVq0LNVhOmAQAAgCsToRtXrIJCdo8ePQr1UDNmqwEAAAAUhNCNK8bFhGybzZbn52ADAAAAwMUgdKNYcwbtsLAwlyeNXyhkDx48WIMHD+ahZgAAAAAuCaEbxVbuj/jKzs5WQEDARYdswjYAAACAS0HoRrGV+yO+AgIClJOTQ8gGAAAAcFkRulGknf+xXrmXz/+Ir3Hjxun06dOEbAAAAACXDaEbRcL5D0HL6z7tcePGuSwvWbIkz4/vAgAAAIDLhdANv5HfrPX54VpSnvdpf/bZZ24f8zV9+nTCNgAAAACfIXTjsssdrrOyspSYmKivv/5aU6dOzXPWOne4ttlskpTnfdqxsbHasmULH/MFAAAAwG8QumGp8y8Lf+utt7R06VKXWeuAgAAtXbo031nr88O1pHzv027VqhWXkwMAAADwG4RuWCb3R3Y5A3bumWrn9zk5ORectc4driXlG6x79uxJ2AYAAADgNwjd8Iq8HnT266+/mqHZGbANw5B0Lnw7v3cG7ouZtSZYAwAAACgKCN24JElJSXleMp7XpeC5v+/Ro4cGDx6srKwsvfvuuxo4cKBuu+02l30zaw0AAACgqCN046Kd/1TxvC4Zd96bffPNN6tWrVr5XhbucDhkt9vVvXt3nxwLAAAAAFiJ0I2Lkvs+7dwPOZNcLxl3lg8ePNhltpqZawAAAABXEkI3Lsrq1avzfaq485JxKf8HnQEAAADAlYTQjUJLSkrSr7/+al46ntdHdjkRtgEAAACA0I1Cyn1ZuSTdfPPNbpeOAwAAAABcBfi6ASgacl9WbrfbVatWLQI3AAAAAFwAoRuFEh0d7XJZufNp5AAAAACA/HF5OQqlZ8+eWrJkCQ9IAwAAAICLQOhGofXs2ZOwDQAAAAAXgdCNPCUlJWn16tUKCwtTRkaGoqOjCdwAAAAAcJEI3TDlDtqTJ082P4c7ICBACQkJWrJkCcEbAAAAAC4CofsKljtk79ixQ0uXLjUflOYM3JKUk5Mju92u5ORkQjcAAAAAXARC9xXK+bnbucO1JJfAnfsrTywHAAAAgItH6L5COGe1o6OjJUnjx493C9ySZLPZlJOTo3Hjxun06dMKDQ3V6dOneWI5AAAAAHiA0F3MJSUl6a233jIvHU9ISJAkM3DbbDYZhmEu9+jRQ4MHDyZgAwAAAIAXELqLifOfNp77Pm2bzSbp3KXjzu+dl403adJE3bp1YzYbAAAAACxA6C4Gzr8/2zl77eT8Pvd65wPTnnnmGYI2AAAAAFiE0F1E5Z7Z/uyzz1zuz84duKV/wrbz0nFJSk5OZmYbAAAAACxG6C4i8vp4r/Nnts//WtB92oRtAAAAALAeodsPnX9/9h9//KH//e9/bpeN557ZPv/+bJ46DgAAAAC+R+j2A4WZxZbcLxt3ctbl/mwAAAAA8C+Ebh87/yFoTvndny39E7J79uypBg0aMKMNAAAAAH6K0O1jb731lmw2m0vgzu38+7T79OmjqlWrErIBAAAAoAggdPtQUlKSli5d6rIur1ls7s8GAAAAgKKJ0O1Dq1evNj8v22azqWXLlrrxxhsJ1wAAAABQTBC6fSg6OloJCQlm8H7yyScJ2wAAAABQjBC6fcT5xPJx48Zx6TgAAAAAFFMBvm6AJL3yyiuqWbOmSpQooebNm+urr77Kt25ycrJsNpvb6+eff3apt3DhQtWrV08hISGqV6+eFi1aZPVhFEpSUpJ69uypuLg4zZ49W5MnTyZwAwAAAEAx5fPQvWDBAj3yyCN68skntWXLFrVr106xsbHat29fgdvt3LlTqamp5qt27dpm2YYNG9SvXz8NGDBA27Zt04ABA9S3b1998803Vh9OnpKSkjR69GjdfvvtiouLMx+elp2dLbvdruTkZJ+0CwAAAABgLZ9fXj59+nQNHjxYQ4YMkSQlJCRo+fLlevXVVzVlypR8t6tQoYJKly6dZ1lCQoK6dOmisWPHSpLGjh2rlJQUJSQkaN68eV4/hoI8+eSTmjx5svmRX7nZbDZlZ2erY8eOl7VNAAAAAIDLw6eh++zZs9q8ebOeeOIJl/UxMTFav359gds2bdpUZ86cUb169fTUU08pOjraLNuwYYNGjx7tUr9r165KSEjIc1+ZmZnKzMw0l9PT0yVJDodDDofjgsfhrHN+3aVLl2ry5MmS5Ba4Jenmm2/WoEGDFBsbW6j3KY7y6zv4D8bIc/Sd5+g7/8b4eI6+82+Mj+foO++jL4sPn4buQ4cOKTs7W5GRkS7rIyMjlZaWluc2UVFReuONN9S8eXNlZmbqvffe00033aTk5GS1b99ekpSWlnZR+5wyZYomTJjgtn7FihUKCwsr9PGsXLnSZTkxMTHPGW5J6tOnj+6++25J0rJlywr9HsXV+X0H/8MYeY6+8xx9598YH8/Rd/6N8fEcfec9GRkZvm4CvMTnl5dL5y6zzs0wDLd1TnXq1FGdOnXM5TZt2mj//v168cUXzdB9sfscO3as4uPjzeX09HRVrVpVMTExCg8Pv2D7HQ6HVq5cqS5duigoKEjSuVluwzBkGIYCAgKUk5Oj3r17q0qVKmrfvr169Ohxwf1eCfLqO/gXxshz9J3n6Dv/xvh4jr7zb4yP5+g773NefYuiz6ehu1y5crLb7W4z0AcPHnSbqS5I69at9f7775vLFStWvKh9hoSEKCQkxG19UFDQRZ00nPWTkpLUu3dv2e12SdItt9yiwYMH84TyAlxsX+PyY4w8R995jr7zb4yP5+g7/8b4eI6+8x76sfjw6dPLg4OD1bx5c7fLUFauXKm2bdsWej9btmxRVFSUudymTRu3fa5YseKi9nkpVq9eLbvdbj6dvFatWgRuAAAAALgC+fzy8vj4eA0YMEAtWrRQmzZt9MYbb2jfvn0aNmyYpHOXfh84cEBz586VdO7J5DVq1FD9+vV19uxZvf/++1q4cKEWLlxo7nPUqFFq3769nn/+ecXFxWnJkiVatWqV1q5de1mOKTo6WgkJCWbw5unkAAAAAHBl8nno7tevnw4fPqxnn31WqampatCggZYtW6bq1atLklJTU10+s/vs2bN67LHHdODAAYWGhqp+/fr69NNP1b17d7NO27ZtNX/+fD311FN6+umnVatWLS1YsECtWrW6LMfUs2dPLVmyRMnJyerYsSOz3AAAAABwhfJ56Jak4cOHa/jw4XmWJSYmuiyPGTNGY8aMueA++/Tpoz59+nijeR7p2bMnYRsAAAAArnA+vacbAAAAAIDijNDtZUlJSRo9erSSkpJ83RQAAAAAgI8Rur1o6dKliouL0+zZsxUXF0fwBgAAAIArHKHbi1JSUlw+Kiw5OdnXTQIAAAAA+BCh24s6dOhgBm4+KgwAAAAA4BdPLy8uevTowUeFAQAAAABMhG4v46PCAAAAAABOXF4OAAAAAIBFCN0AAAAAAFiE0A0AAAAAgEUI3QAAAAAAWITQDQAAAACARQjdAAAAAABYhNANAAAAAIBFCN0AAAAAAFiE0A0AAAAAgEUI3V60dOlSjR49WklJSb5uCgAAAADADxC6vWTjxo3q3bu3Zs+erbi4OII3AAAAAIDQ7S07duyQ3W5Xdna27Ha7kpOTfd0kAAAAAICPEbq9pGHDhmbgzs7OVseOHX3dJAAAAACAjwX6ugHFxQ033KCFCxdq7dq16tixo3r27OnrJgEAAAAAfIzQ7UU9evTQbbfd5utmAAAAAAD8BJeXAwAAAABgEUI3AAAAAAAWIXQDAAAAAGARQjcAAAAAABYhdAMAAAAAYBFCNwAAAAAAFiF0AwAAAABgEUI3AAAAAAAWIXQDAAAAAGARQjcAAAAAABYhdAMAAAAAYBFCNwAAAAAAFiF0AwAAAABgEUI3AAAAAAAWIXQDAAAAAGARQjcAAAAAABYhdAMAAAAAYBFCNwAAAAAAFiF0AwAAAABgEUI3AAAAAAAWIXQDAAAAAGARQjcAAAAAABYhdAMAAAAAYBFCNwAAAAAAFiF0AwAAAABgEUI3AAAAAAAWIXQDAAAAAGARQjcAAAAAABYhdAMAAAAAYBFCNwAAAAAAFiF0AwAAAABgEUI3AAAAAAAWIXQDAAAAAGARQjcAAAAAABYhdAMAAAAAYBFCNwAAAAAAFiF0AwAAAABgEUI3AAAAAAAW8YvQ/corr6hmzZoqUaKEmjdvrq+++irfuh9//LG6dOmi8uXLKzw8XG3atNHy5ctd6iQmJspms7m9zpw5Y/WhAAAAAABg8nnoXrBggR555BE9+eST2rJli9q1a6fY2Fjt27cvz/pr1qxRly5dtGzZMm3evFnR0dHq0aOHtmzZ4lIvPDxcqampLq8SJUpcjkMCAAAAAECSFOjrBkyfPl2DBw/WkCFDJEkJCQlavny5Xn31VU2ZMsWtfkJCgsvy5MmTtWTJEi1dulRNmzY119tsNlWsWNHStgMAAAAAUBCfznSfPXtWmzdvVkxMjMv6mJgYrV+/vlD7yMnJ0YkTJ1SmTBmX9SdPnlT16tVVpUoV3XLLLW4z4QAAAAAAWM2nM92HDh1Sdna2IiMjXdZHRkYqLS2tUPuYNm2aTp06pb59+5rrrr/+eiUmJqphw4ZKT0/XzJkzdeONN2rbtm2qXbu22z4yMzOVmZlpLqenp0uSHA6HHA7HBdvgrFOYunBF3/k/xshz9J3n6Dv/xvh4jr7zb4yP5+g776Mviw+bYRiGr978zz//VOXKlbV+/Xq1adPGXD9p0iS99957+vnnnwvcft68eRoyZIiWLFmizp0751svJydHzZo1U/v27TVr1iy38vHjx2vChAlu6z/88EOFhYVdxBEBAAAAwKXLyMhQ//79dfz4cYWHh/u6ObgEPp3pLleunOx2u9us9sGDB91mv8+3YMECDR48WB999FGBgVuSAgIC1LJlS+3atSvP8rFjxyo+Pt5cTk9PV9WqVRUTE1OoH3CHw6GVK1eqS5cuCgoKumB9/IO+83+MkefoO8/Rd/6N8fEcfeffGB/P0Xfe57z6FkWfT0N3cHCwmjdvrpUrV+rWW281169cuVJxcXH5bjdv3jzdd999mjdvnm6++eYLvo9hGNq6dasaNmyYZ3lISIhCQkLc1gcFBV3USeNi6+Mf9J3/Y4w8R995jr7zb4yP5+g7/8b4eI6+8x76sfjw+dPL4+PjNWDAALVo0UJt2rTRG2+8oX379mnYsGGSzs1CHzhwQHPnzpV0LnDfc889mjlzplq3bm3OkoeGhioiIkKSNGHCBLVu3Vq1a9dWenq6Zs2apa1bt+rll1/2zUECAAAAAK5IPg/d/fr10+HDh/Xss88qNTVVDRo00LJly1S9enVJUmpqqstndr/++uvKysrSiBEjNGLECHP9wIEDlZiYKEk6duyY7r//fqWlpSkiIkJNmzbVmjVrdMMNN1zWYwMAAAAAXNl8Hrolafjw4Ro+fHieZc4g7ZScnHzB/c2YMUMzZszwQssAAAAAAPCcTz+nGwAAAACA4ozQDQAAAACARQjdAAAAAABYhNANAAAAAIBFCN0AAAAAAFiE0A0AAAAAgEUI3QAAAAAAWITQDQAAAACARQjdAAAAAABYhNANAAAAAIBFCN0AAAAAAFiE0A0AAAAAgEUI3QAAAAAAWITQDQAAAACARQjdAAAAAABYhNANAAAAAIBFCN0AAAAAAFiE0A0AAAAAgEUI3QAAAAAAWITQDQAAAACARQjdAAAAAABYhNANAAAAAIBFCN0AAAAAAFiE0A0AAAAAgEUI3QAAAAAAWITQDQAAAACARQjdAAAAAABYhNANAAAAAIBFCN0AAAAAAFiE0A0AAAAAgEUI3QAAAAAAWITQDQAAAACARQjdAAAAAABYhNANAAAAAIBFCN0AAAAAAFiE0A0AAAAAgEUI3QAAAAAAWITQDQAAAACARQjdAAAAAABYhNANAAAAAIBFCN0AAAAAAFiE0A0AAAAAgEUI3QAAAAAAWITQDQAAAACARQjdAAAAAABYhNANAAAAAIBFCN0AAAAAAFiE0A0AAAAAgEUI3QAAAAAAWITQDQAAAACARQjdAAAAAABYhNANAAAAAIBFCN0AAAAAAFiE0A0AAAAAgEUI3QAAAAAAWITQDQAAAACARQjdAAAAAABYhNANAAAAAIBFCN0AAAAAAFiE0A0AAAAAgEUI3QAAAAAAWMQvQvcrr7yimjVrqkSJEmrevLm++uqrAuunpKSoefPmKlGihK655hq99tprbnUWLlyoevXqKSQkRPXq1dOiRYusaj4AAAAAAHnyeehesGCBHnnkET355JPasmWL2rVrp9jYWO3bty/P+nv37lX37t3Vrl07bdmyRePGjdPIkSO1cOFCs86GDRvUr18/DRgwQNu2bdOAAQPUt29fffPNN5frsAAAAAAA8H3onj59ugYPHqwhQ4aobt26SkhIUNWqVfXqq6/mWf+1115TtWrVlJCQoLp162rIkCG677779OKLL5p1EhIS1KVLF40dO1bXX3+9xo4dq5tuukkJCQmX6agAAAAAAPBx6D579qw2b96smJgYl/UxMTFav359ntts2LDBrX7Xrl21adMmORyOAuvkt08AAAAAAKwQ6Ms3P3TokLKzsxUZGemyPjIyUmlpaXluk5aWlmf9rKwsHTp0SFFRUfnWyW+fmZmZyszMNJePHz8uSTpy5IgZ5AvicDiUkZGhw4cPKygo6IL18Q/6zv8xRp6j7zxH3/k3xsdz9J1/Y3w8R99534kTJyRJhmH4uCW4VD4N3U42m81l2TAMt3UXqn/++ovZ55QpUzRhwgS39TVr1iy44QAAAABgoRMnTigiIsLXzcAl8GnoLleunOx2u9sM9MGDB91mqp0qVqyYZ/3AwECVLVu2wDr57XPs2LGKj483l3NyctS8eXN99913BYZ/p/T0dFWtWlX79+9XeHj4BevjH0W971q2bKlvv/22WL+/VWPkjbZfyj483fZitivqP9++VJT7ztfnhcvRhuJ6XvB0e84Ll8+V/LPt723w97673L8zeKPdhmHoxIkTqlSp0iXtB77n09AdHBys5s2ba+XKlbr11lvN9StXrlRcXFye27Rp00ZLly51WbdixQq1aNHCvJSlTZs2WrlypUaPHu1Sp23btnnuMyQkRCEhIW7rLvYvSuHh4fwH6qGi2nd2u92n7b6c7+/tMfJG2y9lH55u68l2RfXn2x8Uxb7z9XnhcrahuJ0XPN2e88LlcyX/bBeVNvhr313u3xm81W5muIsHn19eHh8frwEDBqhFixZq06aN3njjDe3bt0/Dhg2TdG4W+sCBA5o7d64kadiwYXrppZcUHx+voUOHasOGDZozZ47mzZtn7nPUqFFq3769nn/+ecXFxWnJkiVatWqV1q5dW+h2jRgxwrsHimLJ1z8nvn7/S+GNtl/KPjzdtij3OS4Pf/gZ8Yc2eMLX5wVPty+q/V0UFdW+9od2+0MbPOGtdl/u3xmKan/DGjbDD+7Mf+WVV/TCCy8oNTVVDRo00IwZM9S+fXtJ0r333qvffvtNycnJZv2UlBSNHj1aP/zwgypVqqTHH3/cDOlO//vf//TUU09pz549qlWrliZNmqTbbrvNkvanp6crIiJCx48f9/lfMYsa+s7/MUaeo+88R9/5N8bHc/Sdf2N8PEffAfnz+Uy3JA0fPlzDhw/PsywxMdFtXYcOHfTdd98VuM8+ffqoT58+3mjeBYWEhOiZZ55xu0QdF0bf+T/GyHP0nefoO//G+HiOvvNvjI/n6Dsgf34x0w0AAAAAQHEU4OsGAAAAAABQXBG6AQAAAACwCKEbAAAAAACLELov0Zo1a9SjRw9VqlRJNptNixcv9nWTioQpU6aoZcuWKlWqlCpUqKBevXpp586dvm4W/r/x48fLZrO5vCpWrOjrZvmlC50DDMPQ+PHjValSJYWGhqpjx4764YcffNNYP1OY8wD95zsXOg8wNv/wxnkgMzNTDz/8sMqVK6eSJUuqZ8+e+uOPPy7jURRfhTnX3HvvvW4/761bt3apcyWOkTfOA1divwHnI3RfolOnTqlx48Z66aWXfN2UIiUlJUUjRozQ119/rZUrVyorK0sxMTE6deqUr5uG/69+/fpKTU01Xzt27PB1k/zShc4BL7zwgqZPn66XXnpJ3377rSpWrKguXbroxIkTl7ml/qcw5wH6z7cKOg8wNv/wxnngkUce0aJFizR//nytXbtWJ0+e1C233KLs7OzLdRjFVmF/5+jWrZvLz/uyZctcyq/UMbrU88CV2m+ACwNeI8lYtGiRr5tRJB08eNCQZKSkpPi6KTAM45lnnjEaN27s62YUOeefA3JycoyKFSsaU6dONdedOXPGiIiIMF577TUftNC/nX8eoP98q6DzAGOTP0/OA8eOHTOCgoKM+fPnm3UOHDhgBAQEGJ9//vlla/uVIq/fOQYOHGjExcXlu82VOkaXeh64UvsNOB8z3fALx48flySVKVPGxy2B065du1SpUiXVrFlTd9xxh/bs2ePrJhU5e/fuVVpammJiYsx1ISEh6tChg9avX+/Dlvmn888D9J/v5XceYGwKrzB9tXnzZjkcDpc6lSpVUoMGDehPC+T3O0dycrIqVKig6667TkOHDtXBgwfNsit5jC7lPHAl9xuQG6EbPmcYhuLj4/Wvf/1LDRo08HVzIKlVq1aaO3euli9frjfffFNpaWlq27atDh8+7OumFSlpaWmSpMjISJf1kZGRZhnOyes8QP/5VkHnAcam8ArTV2lpaQoODtbVV1+dbx14R36/c8TGxuqDDz7Ql19+qWnTpunbb79Vp06dlJmZKenKHaNLPQ9cqf0GnC/Q1w0AHnroIW3fvl1r1671dVPw/8XGxprfN2zYUG3atFGtWrX07rvvKj4+3octK5psNpvLsmEYbuuudAWdB+g/3yjoPOB8wBRjU3ie9BX96X35nWv69etnft+gQQO1aNFC1atX16effqrbbrst3/0V9zGy6jxQ3PsNOB8z3fCphx9+WElJSVq9erWqVKni6+YgHyVLllTDhg21a9cuXzelSHE+4fX8v+YfPHjQbWbgSpbfeYD+8y+5zwOMTeEVpq8qVqyos2fP6ujRo/nWwaW7mN85oqKiVL16dfP/PcbonIs9D9BvwDmEbviEYRh66KGH9PHHH+vLL79UzZo1fd0kFCAzM1M//fSToqKifN2UIqVmzZqqWLGiVq5caa47e/asUlJS1LZtWx+2zD9c6DxA//mX3OcBxqbwCtNXzZs3V1BQkEud1NRUff/99/SnF3jyO8fhw4e1f/9+8/89xuiciz0P0G/A/+eLp7cVJydOnDC2bNlibNmyxZBkTJ8+3diyZYvx+++/+7ppfu3BBx80IiIijOTkZCM1NdV8ZWRk+LppMAzj0UcfNZKTk409e/YYX3/9tXHLLbcYpUqVMn777TdfN83vXOgcMHXqVCMiIsL4+OOPjR07dhh33nmnERUVZaSnp/u45b5XmPMA/ec7FzoPMDb/8MZ5YNiwYUaVKlWMVatWGd99953RqVMno3HjxkZWVpavDqvYuNC55sSJE8ajjz5qrF+/3ti7d6+xevVqo02bNkblypWv+DHyxnngSuw34HyE7ku0evVqQ5Lba+DAgb5uml/Lq88kGe+8846vmwbDMPr162dERUUZQUFBRqVKlYzbbrvN+OGHH3zdLL90oXNATk6O8cwzzxgVK1Y0QkJCjPbt2xs7duzwbaP9RGHOA/Sf71zoPMDY/MMb54HTp08bDz30kFGmTBkjNDTUuOWWW4x9+/b54GiKnwudazIyMoyYmBijfPnyRlBQkFGtWjVj4MCBbv1/JY6RN84DV2K/AeezGYZhWDuXDgAAAADAlYl7ugEAAAAAsAihGwAAAAAAixC6AQAAAACwCKEbAAAAAACLELoBAAAAALAIoRsAAAAAAIsQugEAAAAAsAihGwAAAAAAixC6AQCwkM1m0+LFiy9pH/fee6969ep1wXoDBgzQ5MmTL+m9rPTJJ5+oadOmysnJ8XVTAAC4bAjdAACP3XvvvbLZbLLZbAoMDFS1atX04IMP6ujRo4Xex2+//SabzaatW7da19BCtsH5uvrqq9W+fXulpKRc8r5TU1MVGxvrhVYWbPv27fr000/18MMPKzMzU/Xr19f999/vVm/MmDGqXr260tPTLW/T+W655RbZbDZ9+OGHl/29AQDwFUI3AOCSdOvWTampqfrtt9/01ltvaenSpRo+fLhP2nL27NlL2n7VqlVKTU1VSkqKwsPD1b17d+3du/eS2lKxYkWFhIRcUrsK46WXXtLtt9+uUqVKKSQkRHPnzlViYqI+//xzs87XX3+tGTNmKDExUeHh4V59f8MwlJWVdcF6gwYN0uzZs7363gAA+DNCNwDgkoSEhKhixYqqUqWKYmJi1K9fP61YscKlzjvvvKO6deuqRIkSuv766/XKK6+YZTVr1pQkNW3aVDabTR07dpQkdezYUY888ojLfnr16qV7773XXK5Ro4aee+453XvvvYqIiNDQoUOVmJio0qVLa/ny5apbt66uuuoq8w8DF1K2bFlVrFhRjRo10uuvv66MjAzzWH788Ud1795dV111lSIjIzVgwAAdOnTI3LZjx4566KGHFB8fr3LlyqlLly6S3C8v37Fjhzp16qTQ0FCVLVtW999/v06ePGmWZ2dnKz4+XqVLl1bZsmU1ZswYGYZRYLtzcnL00UcfqWfPnua65s2b68knn9SQIUN07NgxnTlzRoMGDdKIESMUHR2t9evXq3379goNDVXVqlU1cuRInTp1ytz+/fffV4sWLVSqVClVrFhR/fv318GDB83y5ORk2Ww2LV++XC1atFBISIi++uorbdu2TdHR0SpVqpTCw8PVvHlzbdq0ydyuZ8+e2rhxo/bs2XPB8QAAoDggdAMAvGbPnj36/PPPFRQUZK5788039eSTT2rSpEn66aefNHnyZD399NN69913JUkbN26U9M8s88cff3xR7/mf//xHDRo00ObNm/X0009LkjIyMvTiiy/qvffe05o1a7Rv3z499thjF7XfsLAwSZLD4VBqaqo6dOigJk2aaNOmTfr888/1119/qW/fvi7bvPvuuwoMDNS6dev0+uuvu+0zIyND3bp109VXX61vv/1WH330kVatWqWHHnrIrDNt2jS9/fbbmjNnjtauXasjR45o0aJFBbZ1+/btOnbsmFq0aOGy/sknn1RUVJRGjhypp556SpI0ZcoU7dixQ127dtVtt92m7du3a8GCBVq7dq1LO86ePauJEydq27ZtWrx4sfbu3evyBw+nMWPGaMqUKfrpp5/UqFEj3XXXXapSpYq+/fZbbd68WU888YTLz0P16tVVoUIFffXVVwUeEwAAxYYBAICHBg4caNjtdqNkyZJGiRIlDEmGJGP69OlmnapVqxoffvihy3YTJ0402rRpYxiGYezdu9eQZGzZssWlTocOHYxRo0a5rIuLizMGDhxoLlevXt3o1auXS5133nnHkGTs3r3bXPfyyy8bkZGR+R7H+W04efKk8cADDxh2u93Yvn278fTTTxsxMTEu2+zfv9+QZOzcudNsb5MmTdz2LclYtGiRYRiG8cYbbxhXX321cfLkSbP8008/NQICAoy0tDTDMAwjKirKmDp1qlnucDiMKlWqGHFxcfm2f9GiRYbdbjdycnLcyn788UejRIkSRnBwsLFx40bDMAxjwIABxv333+9S76uvvjICAgKM06dP5/keGzduNCQZJ06cMAzDMFavXm1IMhYvXuxSr1SpUkZiYmK+bTUMw2jatKkxfvz4AusAAFBcBPos7QMAioXo6Gi9+uqrysjI0FtvvaVffvlFDz/8sCTp77//1v79+zV48GANHTrU3CYrK0sRERFeef/zZ3elc7PUtWrVMpejoqJcLo3OT9u2bRUQEKCMjAxFRUUpMTFRDRs21BNPPKHVq1frqquuctvm119/1XXXXZdvW3L76aef1LhxY5UsWdJcd+ONNyonJ0c7d+5UiRIllJqaqjZt2pjlgYGBatGiRYGXmJ8+fVohISGy2WxuZXXr1lXv3r117NgxtWzZUpK0efNm7d69Wx988IFZzzAM5eTkaO/evapbt662bNmi8ePHa+vWrTpy5Ij5xPF9+/apXr165nbnH3N8fLyGDBmi9957T507d9btt9/uMhaSFBoaqoyMjAL7CgCA4oLQDQC4JCVLltS1114rSZo1a5aio6M1YcIETZw40Qxqb775plq1auWynd1uL3C/AQEBbkHT4XDk+f7ny305s3TuvuqCQqvTggULVK9ePfN+aqecnBz16NFDzz//vNs2UVFRBbYlN8Mw8gzGzjZ6qly5csrIyNDZs2cVHBzsVh4YGKjAwH/+y8/JydEDDzygkSNHutWtVq2aTp06pZiYGMXExOj9999X+fLltW/fPnXt2tXtYXXnH/P48ePVv39/ffrpp/rss8/0zDPPaP78+br11lvNOkeOHFH58uU9Pl4AAIoSQjcAwKueeeYZxcbG6sEHH1SlSpVUuXJl7dmzR3fddVee9Z0hMTs722V9+fLlXR5+lp2dre+//17R0dGWtb1q1apus7KS1KxZMy1cuFA1atRwCa8Xq169enr33Xd16tQpM6yuW7dOAQEBuu666xQREaGoqCh9/fXXat++vaRzVwVs3rxZzZo1y3e/TZo0kXTuYW/O7wvSrFkz/fDDD+YfS863Y8cOHTp0SFOnTlXVqlUlyeVhaBdy3XXX6brrrtPo0aN155136p133jFD95kzZ/Trr7+qadOmhd4fAABFGQ9SAwB4VceOHVW/fn1NnjxZ0rmZzylTpmjmzJn65ZdftGPHDr3zzjuaPn26JKlChQoKDQ01H052/PhxSVKnTp306aef6tNPP9XPP/+s4cOH69ixYz45phEjRujIkSO68847zSdvr1ixQvfdd5/bHwsKctddd6lEiRIaOHCgvv/+e61evVoPP/ywBgwYoMjISEnSqFGjNHXqVC1atKjQx12+fHk1a9ZMa9euLVQ7Hn/8cW3YsEEjRozQ1q1btWvXLiUlJZm3BVSrVk3BwcGaPXu29uzZo6SkJE2cOPGC+z19+rQeeughJScn6/fff9e6dev07bffqm7dumadr7/+WiEhIS6X0AMAUJwRugEAXhcfH68333xT+/fv15AhQ/TWW2+Z90d36NBBiYmJ5keFBQYGatasWXr99ddVqVIlxcXFSZLuu+8+DRw4UPfcc486dOigmjVrWjrLXZBKlSpp3bp1ys7OVteuXdWgQQONGjVKERERCggo/H+lYWFhWr58uY4cOaKWLVuqT58+uummm/TSSy+ZdR599FHdc889uvfee9WmTRuVKlXK5dLs/Nx///0u92gXpFGjRkpJSdGuXbvUrl07NW3aVE8//bR5qXz58uWVmJiojz76SPXq1dPUqVP14osvXnC/drtdhw8f1j333KPrrrtOffv2VWxsrCZMmGDWmTdvnu666y7z6fAAABR3NqMwN7kBAAC/dubMGdWpU0fz58/321nkv//+W9dff702bdpk/tEFAIDijpluAACKgRIlSmju3Lk6dOiQr5uSr7179+qVV14hcAMArijMdAMAAAAAYBFmugEAAAAAsAihGwAAAAAAixC6AQAAAACwCKEbAAAAAACLELoBAAAAALAIoRsAAAAAAIsQugEAAAAAsAihGwAAAAAAixC6AQAAAACwCKEbAAAAAACL/D88vihkehacJAAAAABJRU5ErkJggg==", + "text/plain": [ + "
    " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "nonstatgev.returnperiod_plot(monthly_plot=False)\n" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.5" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} From 4b542d198a1a037c5f1e9282670f0f249928eeaa Mon Sep 17 00:00:00 2001 From: Ayoola Apolola Date: Fri, 10 Oct 2025 10:46:15 +0200 Subject: [PATCH 22/31] [AA] Another working nonstat gev --- .../Tim_depdnt_GEV_annual_max_with_int.ipynb | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/toolkit/distributions/Non_stationary_GEV/Tim_depdnt_GEV_annual_max_with_int.ipynb b/toolkit/distributions/Non_stationary_GEV/Tim_depdnt_GEV_annual_max_with_int.ipynb index e5acb4a9..7d7aa2a0 100644 --- a/toolkit/distributions/Non_stationary_GEV/Tim_depdnt_GEV_annual_max_with_int.ipynb +++ b/toolkit/distributions/Non_stationary_GEV/Tim_depdnt_GEV_annual_max_with_int.ipynb @@ -4771,7 +4771,7 @@ }, { "cell_type": "code", - "execution_count": 85, + "execution_count": null, "id": "45419816", "metadata": {}, "outputs": [ @@ -4847,7 +4847,7 @@ } ], "source": [ - "nonstatgev.plot()\n" + "nonstatgev.plot()" ] }, { From b2d2d371f8bda0a9a433b437d1ca999bc3a826c7 Mon Sep 17 00:00:00 2001 From: Colladito Date: Tue, 14 Oct 2025 16:40:25 +0200 Subject: [PATCH 23/31] Add notebook example of basic usage of POT --- toolkit/distributions/POT.ipynb | 224 ++++++++++++++++++++++++++++++++ 1 file changed, 224 insertions(+) create mode 100644 toolkit/distributions/POT.ipynb diff --git a/toolkit/distributions/POT.ipynb b/toolkit/distributions/POT.ipynb new file mode 100644 index 00000000..bb1eb322 --- /dev/null +++ b/toolkit/distributions/POT.ipynb @@ -0,0 +1,224 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "from bluemath_tk.distributions.pot import OptimalThreshold" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Optimal Threshold Selection \n", + "\n", + "Select optimal threshold for an exponential randomly generated data using the Studentized Residuals Method, Mínguez (2025) [1]" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "data = np.random.exponential(scale=2.1, size=20*365) # 20 years of daily data" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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", 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", + "text/plain": [ + "
    " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "threshold = 0 # Initial threshold\n", + "n0 = 10 # Minimum number of exceedances\n", + "min_peak_distance = 2 # 2 days between peaks\n", + "siglevel=0.05\n", + "\n", + "# Inicializar la clase\n", + "opt_thres = OptimalThreshold(\n", + " data=data,\n", + " method=\"studentized\",\n", + " plot=True\n", + ")\n", + "\n", + "# Obtener los picos\n", + "threshold, pks, pks_idx = opt_thres.fit()" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(
    , )" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
    " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "opt_thres.potplot()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([10.6])" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "threshold" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Mean Residual Life Plot" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [], + "source": [ + "from bluemath_tk.distributions.pot import mrlp" + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
    " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "ax = mrlp(data, threshold=2)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# References\n", + "\n", + "[1] Mínguez, R. (2025). Automatic Threshold Selection for Generalized\n", + " Pareto and Pareto–Poisson Distributions in Rainfall Analysis: A Case\n", + " Study Using the NOAA NCDC Daily Rainfall Database. Atmosphere, 16(1),\n", + " 61. https://doi.org/10.3390/atmos16010061" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "bluemath-good", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.13" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} From 410e5d8d69e15827521cb32bf1b32a0b45678f4a Mon Sep 17 00:00:00 2001 From: Colladito Date: Tue, 14 Oct 2025 16:59:25 +0200 Subject: [PATCH 24/31] [VCF] Update POT notebook --- toolkit/distributions/POT.ipynb | 86 +++++++++++++++++++++------------ 1 file changed, 55 insertions(+), 31 deletions(-) diff --git a/toolkit/distributions/POT.ipynb b/toolkit/distributions/POT.ipynb index bb1eb322..d2fade63 100644 --- a/toolkit/distributions/POT.ipynb +++ b/toolkit/distributions/POT.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": null, + "execution_count": 1, "metadata": {}, "outputs": [], "source": [ @@ -35,7 +35,7 @@ "outputs": [ { "data": { - "image/png": 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", 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", 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g05pGBbP+TKe/PBZAEct2mz4AyIS33347dOqpp9q21WqbrVbFO+64Y+j8888P/fzzzxGXVTvrPfbYI1S1alXbptjb/lhtstUmWb/fsmXL0NNPP12irbhs2LAhNGjQoFC9evVsC+VDDjkktGzZssA21Lr9c889N9S4ceNQxYoVbRvkffbZJ/TII4+EL+PaivtbZAe1Cv/jjz9sC3O1A/e29PZf1rVwDvrnbz2t299///1ta+0qVaqEmjdvHjr55JNDn3/+ecTlXn75Zdv6XO2y1ZL5lVdeidqO3U9todu0aRP4s/fff7/EY6fb6tWrl3189U/PrR7HBQsW2J9/++239jnXseqY69atG9p7771DkyZNitkCXL744gt7PPq97bbbLnTjjTeGHn/88RJtxdXq+vLLLw9ttdVWoWrVqtnHaPHixYFtxS+++GLbdl3nVc+ePUOffvqpvQ39i/Z8qt287pPum+6jHv9u3bqFXnjhhaTaikc7N1wL8OHDh9vnQM9fnTp1Qp07dw4NHTo0tGbNmvDl9Hs6piB6jFq0aGF/X8es+xH0+oj2GvO3Ffe2Edf16fWxzTbbhM4++2zbcj2e8yee88+9vqL9C2odD6B4ldN/2Q7aAAAAACAXUbALAAAAAFEQMAEAAABAFARMAAAAABAFARMAAAAAREHABAAAAABREDABAAAAQBRFtXHt5s2bzYoVK+yGh9qsDgAAAEBxCoVCZt26dXZD7fLlo+eRiipgUrDUuHHjbB8GAAAAgByxbNky06hRo6g/L6qASZkl96DUqlUr24eT1zZt2mQmTJhgevfubSpWrJjtw0GO4LxAEM4LBOG8QBDOC5TlebF27VqbTHExQjRFFTC5MjwFSwRMqZ+41apVs48jb2hwOC8QhPMCQTgvEITzAtk4L0pbqkPTBwAAAACIgoAJAAAAAKIgYAIAAACAKIpqDRMAAIiv1e4///xj/v3334yuSahQoYLZuHFjRm8H+YXzAuk8L7bYYgv7e6luJ0TABAAAwv7++2/z448/mvXr12c8KGvQoIHtXMveiHA4L5Du80LNIrbddltTqVIlkywCJgAAEN7gfcmSJXZWVhs5aoCRqUGrbuuPP/4wNWrUiLlhJIoL5wXSdV4oyNIE0KpVq+z7WosWLZI+pwiYAACApcGFBibal0Szspmk29HtValShYExwjgvkM7zomrVqrYN+ffffx/+/WRwJgIAgAgMVAEUivJpeD/jHREAAAAAoiBgAgAAAIAoCJgAAACy7LvvvrMNNmbPnm2/fv/99+3Xv//+u8kXe+21l7ngggvK/LHKhFGjRpktt9zSZNP1119vOnToEPMyJ598sjn88MML7r7nGgImAACQ15IZNGrAPW7cOFPI1B3s7LPPNk2aNDGVK1e2bZn3339/88knn+TN4xD03KopiVrft23b1mSTHjv3r1atWqZr167m1VdfTdv1X3LJJebdd99N2/UheQRMAAAAKWyomauOOuooM2vWLPPkk0+ahQsXmtdee81mgX799VeTz9T2XsGfNiTNtpEjR9rg7fPPPzc9e/Y0Rx99tPnyyy/Tct1qoV2vXr20XBdSQ8AEAAAKioKCQYMGmcsuu8zUrVvXDq5V3uRsv/329uMRRxxhswPua1GGoFOnTrb9cLNmzczQoUPNP//8E/65Lv/ggw+aQw891FSvXt3cfPPN4dKpp556yl5X7dq1zfHHH2/WrVsX/r133nnH9OrVy5Y6aRB88MEHm2+++Sau+/Pnn3/aDMZLL70U8X1lhnQM3ttxVMr30UcfmeHDh5u9997bNG3a1Oy6667myiuvtMce63EIyuqo1E6Pq/eYTjrpJDuo16agd955Z4lj+Ouvv2yWZLvttrPH2a1bN1tq6C/9Gj9+vNl5553tdR144IHmp59+sj/X46pgT8+Jy+To9/0leTpeb7bHe9l4jsMdizJxaqevxyPeoFLHr/Nrp512MjfeeKM9VyZPnhz+uTZaPfbYY+3ldC4edthh9vgdHYeeFx2XLqOgSy2wg0ry/v33X3PRRReFzyGd39pryEvP4T333BPxPV2H9/y/6667zC677GJvU9m6c845x+5xFM2cOXPsOVSzZk17Hnbu3NkGiMWEgAkAABQcDbQ1IJw2bZq57bbbzA033GAmTpxofzZ9+vSI7ID7WgGGgoDBgwebefPmmYcfftgOpBUUeWnwqUG1Mgmnnnqq/Z6CHwUwb7zxhv33wQcfmGHDhkUEGBrsaqCpMiu1OtZ1aH+Z0uh+KADT8Xrpa2U0NJD1U/ChfzomBQxBoj0O8bj00kvtfVQwM2HCBDvwnzlzZsRlzjvvPPPpp5+a5557znzxxRfmmGOOMQcccIBZtGhR+DLr1683d9xxhw02P/zwQxtgXHvttfZnCnIUbOh3dHz616NHjxLHcu+994Z/rn96/urXr29atWoV13HoHBk4cKC9nIIwBQc33XSTSYQCpccff9x+rg2fXfZRJZB6fnRuqRRSz4luW3sC6XcUmO655572uHSMZ5xxRtTNohWU6nx84oknzMcff2x+++03M3bsWJMonXv33XefmTt3rn2dvPfeezb4iubEE080jRo1sufHjBkzzBVXXGH3NioqoSKyZs0aheH2I1Lz999/h8aNG2c/Ag7nBYJwXuSPDRs2hObNm2c/Ztq///4bWr16tf2YqgEDBoQOO+yw8Nd77rlnqFevXhGX6dq1a+jyyy8Pf63xwNixYyMus88++4RuueWWiO899dRToW233Tbi9y644IKIywwZMiRUrVq10Nq1a8Pfu/TSS0PdunWLesyrVq2y1/Xll1/ar5csWWK/njVrlv168uTJ9ms9RjJt2rTQFltsEVqxYoX9+ueffw5VqFAh9P7770e9jZdeeilUp06dUJUqVUI9evQIXXnllaE5c+ZEXCbocfA/njJ48GD7uMq6detClSpVCr3wwgvhn//666+hqlWr2svJ999/b493+fLlJR5jHYeMHDnS3v7ixYvDP7///vtD9evXD58XQcfif6y8Xn75ZXt/P/7447iPo2/fvqE+ffpE/Py4444L1a5dO8oj+3+PnW6revXqofLly9uvt99+e/tYuHOnZcuWoc2bN4d/56+//rKP0/jx4+3l9DvRnkOdV+3btw9/rfPwtttuC3+9adOmUKNGjSIen6ZNm4buvvvuiOvRdei6onnxxRdD9erVC3+t58V732vWrBkaNWpUKJtSeb+I9b4Wb2xAhgkAABQcNQRQVseVLKlsbOXKlTF/R6VHykS57Iz+nX766TZroUyI06VLlxK/q1Iob6bHf3vKZvTt29eW+amsyZW/LV26NK77o7KtNm3a2IyAPP3007bMbo899oi5hmnFihV27ZKyGsoCqdxQWYpUKJumDIlK2xyVm7Vs2TL8tbJvKiFTqZr38VRWyluKqBK45s2bh79WeZuaVSRD67X69+9v7r//flvaFu9xzJ8/P+K+SPfu3eO6zbvvvttmpd5++23TunVr89hjj9nHwp1PixcvtueFu139bOPGjfa29bnKCZWFOuSQQ8KZsiBr1qyxP/Mep9ZwBZ2LpZk0aZLZZ599bImijk2PmUoQvee410UXXWROO+00s++++9qsabylpIUk+6vlAAAA0kyDUg2Et956a7s2RWVOpZW/aR2H1iwdeeSRJX6mNU3eEjk/f4mS//Y0IFaA8+ijj5qGDRvanymoU+ARLw1aH3jgAVsSpTK6U045JWr5lve499tvP/tPpW66jiFDhtiBeqySLf/amESbW+ixVHMGlXDpo5cCh1iPm/+246F1T1qbpfun8rpEjyNZCvB23HFH+0/PSZ8+fWw5p0oCddta7/PMM8+U+D2dl6Lf0Xo7rXF7/vnnzTXXXGNLR3fbbbekjqe0507rp7R+Tt0TVWqqoE3lfXrMdC4qgPW7/vrrzQknnGDefPNNGxjq/FF5o0pKiwUZJgAAUHDcIFHZCs3y+weRGqgr8+Cl7MuCBQvCA2DvPw1Ek6XZe12vBsOa2VeDg9WrVyd8Pf369bMNAbT+RIPyAQMGJHwdyoIo8xbrcdBg3p/p8O55pIyQfk9rfxzdH3Xiczp27GivV1k2/2OpICNeWg/kP76g4FjNFLRmSQ0NvOI5Dj0f3vsiU6dONYlSFlABklvzpvNJmUUFT/7bVmMQ7zGqGceUKVNsED1mzJgS163LK2vpPU6tgVIgGOu5W7t2rVmyZEn4a11ewbrWQykoU+ZNWcjS7LTTTubCCy+069U0oeBfT1foCJgAAEDBcYNsZSxUzqTZfm/GRyVxar6gzIQLXq677jozevRom2XSgnhlqDSTrkAnFXXq1LFdzR555BEbvGmRvcqckrkeDVbVcKF37952IX6sIO0///mPLd1TQwENml988UXbAEPBRazHQb+n5hR6LDTgV0bhq6++isjMKCOh49B90c+UsfIGlRpgq1mAmmi88sor9vY/++wzc+utt9pMRbx0fDp+BZy//PJLYKbrzDPPtM0iFEgqQNZ90T9lTOI5DpfhUfMJ3V+V9OnrZKiboJqFLF++3N7uVlttZR9vNX3QbassUrf3ww8/2K8VKKnZgwJhBSO6fQVwQdTMQiVxauTx9ddf2+52/o2N9dypgYZuT+WICqq9mTUFa3oMR4wYYb799lt72Yceeijq/dmwYYNthqHj1jGqcYWaP0Q7xkJFwAQAAAqKC4w0gNe6Gq31UAClwMl1jNMMu0qf1FZZM/yitSTqcKeBqzYh1Qy81qiolC4VOg4FXprdVwZBM/W33357UtflSqdcd75oFNRovYuOX+ucdLsqydOaLAUETrTHQZdV5zQ9DmpbroDDS8e/++6721JDrW1Ry3RlV7yUhdDvXXzxxfZ5UEc4DbZVIhkvHa9+V2t1lD3xbrrraD2SsirKnikL4/4pYxPPceh5Vqmk1hC1b9/ePv/JBslaK7bDDjvYLJPK29T5T7ejQFdBhp4/ZcS0jk0/V+CjtWYK7NQh79xzz7UBYBAdv9YbKQjSGiutP/KXxSkAU9c9ld0ddNBB9r5614jp/ikLp3bzOidULqjgMRoFW7/++qt9/HSM6lqo1u+aVCgm5dT5wRQJpSWV0tQbpk5UJE+zE2+99Zat1S261pKIivMCQTgv8ocGcpr11oDPu2YnU0GN/i7r73Eq5W5BNOuuTI4GpBpE636pXEyBhu6XSrdyYdPTZCgjoIBLZVSufXUhyeR5geI8LzbGeF+LNzbgTAQAAAVFAySpXLmy/eiCJAUY+pnKnkpbF5Nr1MFM3clUkqUMRCEGS0Cuys/pFQAAkHEqQonWajgdM8ZqPqCSn6AZY2WHSusAF40ru/POJivAaNGihS2B0u1q/YbWcyR7G2VNa49U5qXyOpVdASg7BEwAACCQgqV0tF5Ohpo0BLXvTibD5FStWtUGTWogoBIcLWLX+qR8CJrU2ln/EqVSJAWQWn9CiRuQHF45AACgoARlmBwFgNo8VtR1Td3UCpk63yn41FoNAMkhYAIAAIFUFqfBdib+aQCv1sr6GPTzoA004y31c5vB+jNMjjqLqcW3/Pzzz0ltlBpErZeVrfK3es60UaNGmS233DLmZZRRi0UbmurYvfst5cr9A7KNgAkAAATS4Fhlcdn4l0iZnPYA0uXPOuuscHZJ5WfqhKc2zfqZLuNoPx61xdZltPmnK+FLxF577WX33MkXCnLyoTGynkO1N9c5oDbi2sNI685ideG8/PLLzS677GJ/p2HDhrYFtn8zVnVJ1HVpXyR1Q1Mb9MmTJ0dcRvtR9ejRw7br1qa2ul6dH/6g0v/Pv8mtHmudd2ptrqBd5ZDqFOqotNJ/HWpK4qXMp1qI6zh0v7QJ7ssvv5zQfZozZ47p27evbRmvclS1NVfrdD+1Fle7cU1S6JjVsl6txL2vly5dutigXMfSoUMH263RS+eW9jHT7+u21GpezVWC6DWq6wgK0F944QX7Mx2LymX97fdPOeWUwOegTZs2JpMImAAAQN7ToFB7Hbnsh8rxNDAbM2ZMiX1/6tata1sJuzVSymhli8uGZZoCi0w18EgnBQbaJ0obB48fP94OxLVJb7SuhrpPM2fOtPtG6aMG91qjduihh0ZcTvsSKfjRRrvaD0sBgr7nSjIVXGjrA+2jNGvWLPP888+b1157zVxxxRUlbnPSpEl23yf3z7v/lJ7P/fbbzwZXL730kj0W7fG03XbbRVyHBvje6/j4448jfq6gT7+rY9AGtNrHSXsg6djivU/6Xv369e3mxXo8r776atswxLsPl/a10m1pfyhdRpsba2Nf7X/lfb1cffXVdoNdbSKsoEX/9Px4m5Jo42Btgjtt2jT72tJ+XkGTEdrfS4Gt39tvv203+1XQrM2Q//vf/9p9xLzHe88990Q8btqwWMd3zDHHmIwKFZE1a9ZoasV+RGr+/vvv0Lhx4+xHwOG8QBDOi/yxYcOG0Lx58+zHTPv3339Dq1evth9TNWDAgNBhhx0Watu2bei///1vaPr06aGFCxeGnnnmmVC7du3sz3QZZ8899wwNHjw49MMPP9jLbrfddqGbb745dMopp4Rq1KgRaty4cejhhx+OeXsaT3j/LVmyJDR58mT7+aRJk0KdO3cOVa1aNdS9e/fQ119/Hf7dIUOGhNq3bx969NFHQ9tvv32oXDm7JaZ9LAYOHBjaaqutQjVr1gztvffeodmzZ4d/T5/vtdde9vj0806dOtljl5EjR4Zq164deuedd0KtWrUKVa9ePbT//vuHVqxYEZoxY4a93LRp00KXXHKJva+VKlWyx/D222+Hr1/Hr2OfNWtW+HtvvvlmqEWLFqEqVarY29bt6DI61rI6L+bMmWNvc/HixXFfx2effWZ/5/vvv7dfr1q1yn794Ycfhi+zdu1a+72JEyfar6+88spQly5dIq7ntddes/ddl432GPk9+OCDoWbNmsV8v3PnQCx6DkePHh3xvbp169rzJt77FOScc86x55Zz++232+P1uu++++x5EkvHjh1D11xzjf188+bNoQYNGtjrcn7//fdQ5cqVQ88++2zE77311lv2HJ07d26Jx7Jv376ho48+usSxNGrUKPTPP/8Evl+MHTvWvoa+++67pN7X4o0NyDABAICCoFIiZZREmyQ/8cQTdiY8GtcBUFmMO++805YdaQb/nHPOMWeffbad4Q+isqbu3bvbWXg3060Ml6PZeF3f559/bssCdVxe2lRX5VXKhriSJM2Qr1y50s6yKzOgTMs+++xjfvvtN/tzzbw3atTITJ8+3f5cmQ/vRtDKtNxxxx22VOrDDz80S5cuNZdcckn458q+afZfl1GWQLP/ysJEK5vSzL2yGocccog9xtNOOy0w2+J34IEH2sc12r9ESqfU/n3kyJF2w1Hv41sarddSmZZb11WvXj3TsmVLM3r0aHudyso8/PDDNvviskPKRvqbhKi0TBkSPd5eetz0uyqBUwbIS1/r3FBJ3jbbbGPatm1rbrnllhIZMj3uyrKoAYmeWz1fXioNVJZLz7/W5en507GoFDTe+xTtsVFGxtGx6rlWyaBeB1rTp8yYsm1BQqGQLV3Ua0Mt7l0nRmW1VIbnKIPbrVs3m5VydN16zegcDVqjGO050FpHdbQM8vjjj9vbVfleRoWKCBmm9GHGGEE4LxCE8yJ/5HuGaeXKlTZ7oszA1KlTbXZAM/HRMkyatVb2Zdtttw2dcMIJ4Z9rxrx+/fo2WxCNuw4vb4bJm6XR99xjquxCxYoV7bE6H330UahWrVqhjRs3Rlxf8+bNw5kuZZVGjRoVeCwu8+PNwjzwwAOhbbbZJpxh2nrrrW124a+//gpfpmvXrvZ7QdkTZVxat24dcTuXX355qRkmZe0WLVoU9V+sTIDofFCmQhkW3VbLli0Tyi7pcVb2zft8yrJly2zWT9mILbbYwj7nM2fODP98/PjxofLly4fGjBljzwvdj913390eg74nOpfuvPNOe24pi6XHQ9f36quvhq9Hx6vMyqmnnhr6/PPPQ88995zNDF1//fURWZYXXnjBZs+UFVQWskmTJuFMlugx7t27t739ChUq2PNDx5jIffL75JNP7HX5r0fHosylfqbbO+SQQ0q8X//+++/2OdFldP8ef/zxiOvV7ymj6XXMMceEjj322PBr6oADDgjdeOONUbN1OterVatmXz86DxYsWGCzUbrcxx9/XOL9Yvny5fZ+P//886FY0pFhYh8mAABQENQkQDPwb7zxhl0Ef9BBB9kF8dFo01w3062F+Y6yE1psr4xPMtq1axf+XIvgRdfl1lJpNlzH6mj9jNZRKWvgtWHDBvPNN9/Yzy+66CKb5dHsvGbUlZFq3rx5+LK6H96vdbvu+HXdq1atsselDIO77Z49e9rbDjJ//nybIfBSNqI0/rU6ydB9U2ZLGQllxLR2R2ttgtrE+9dp6bLKgjz44IPh7+trZXyUffnoo49s1uKxxx6zt6GMnR4rrZNSgwGtn1GzBTVr0LooXd7tX6VzSc+D07VrV9tcQr/n1kwpG6TbURdGnV/K9ixfvtxeZsiQIeEsnKPnRI+zzgk1PNBaItFtaz2e1kvpdseNG2fvm45HDS7iuU9eWhOkBhE6Bt1XZ968eWbw4MG2YYOyjsqWXnrppfZxUPbGqVmzps006lxShkmPg7JjLuNVmhEjRph169bF3HRZ2Sed71qHpedSr2Edm5pkBO0h9uSTT9os4uGHH24yjZI8AABQMNQyXAGTBp/+UrhYZXka6HopaPJ/L17eUjnX7c97Xf4NeTUI1QBXA1LvP5U9afAqGjRqUb6CQC3yb926tRk7dmzgbbrbDeqKV1p78VSloyRP5VzaYFglXyoPU5c8732NFSypdGvixIl2sO3o8dI5obI2BYkqd1RDAQUZGnQ7CgIUpKg8Tnt0KcAQt29XEAU7KrF09Dwq+Faw5Kg7nUrWojX40KBfv+OuR0GDGh2opFRlmWrmoEBHJaMPPPBAQvfJBUW6njPOOMNcc801ET+79dZb7e/rPFPwpqBJ16PbVvDklC9f3uy44462g93FF19sjj76aPu7oskFUYDrpa/dz3S8Ks9TIKoyVV2X6D4NGDAgfM4OHz7cvh70POox23XXXQOfA53bOkYFt5UqVTKZRoYJAAAUDA1gNXgWDf7iDZhcO/J4aZAWrXNbojTY1eBQA8ntt98+6uU0qNa/Cy+80LaL1voeBYjx3EcN5LV2SVkRBW8aACtr4wakfhrk+9fn+NtnB1GWQ5mxaPyBXWk0MNa/WM+PC5a0Lkhttf2ZOtcd0J+l0NdBgbLr4Pbss8/atVN6fqJRYOvN5ij40Do69xi79t+6TLSBvQIEBUka/Mc6XgVh7njjvU8Ksv/zn//YoOTmm28ucdu6Hp13/tuRWG3oN2/eHH5OtMZMgZEyTwqoRPurqVue1gKKOujddNNN4d9XZk6vT63T8mcydfsuU6nnQJlNZUW9my9/8MEHNsB0GblMI2ACAAAFQQM8DeSUXVImwzvLH41KjUSz/1o47x88RqPARgNCtY9WQOJdSJ8oldhpUKjSIrVnVlCkAeWbb75pAyLdF2UANKuvwakWwavs6qijjor7NpQ9GTp0qB2I6jFS5kaDfe3BE0QlWWpcodtVKaAaH2iD3EyW5H377bc2Y6KGB3p89RgMGzbMZk28TQi0Z5GyG3psFCzpcVFLcWVcFMS6ttp6ThSk6LGtU6eODRpUeqbrU6tvNStQxs5R2ZzaiivoUEMO3bbOJXceKXOj69M+UaLLKMuhINFRgKDskErJzj//fBvEqenDoEGDwpdRMw6VzqkMT/dR2SPdhoJgd/+UgTnzzDNtSaICQJXkKXOm+yjx3CeV4SlYUmCi5989LrotV5ap41ApnEoYXUme9hdTIO0Cx1tvvdVmglTyqSBJDSJUGurKHhVk6ncUECkzqHNUJYX6fVcu52/t7yYqdJ1qZiLK6um8VJmfGlxoQkBtzhUc+alcUIGWmmqUBQImAABQEBTwKGjSYMyfZYiV8XBlc+o2pnKweGjQq8GqSuOUUdFANVm6fQ1C1V1PXf203kgz9ipJU6c1DXC1kaj2y1GZk9a0qIOdAiAFP/FkurTeRWtp1OFP5X06bmWQNMANogGuOvkpm6X1JxpAa+AfT5ljsrRGSetxtNeOSuN03/UYTJkyxa7VcVSq6EoLdZ9cJsxlNxxlmzT41uP1zjvv2MdXAYSCLAWhr776qi13c9ShUFkYBQX6vn7uXW8kN954oy0XU2CtwEYZEgVsjjJS2p9Ij5tK3BRAKnjSJriOAl4FR3pOFbio256ydy6I0Tmp80FdCRXQKAOlAEoBmwsc47lPCj50LmkfJv1zFKgp0Bdt6Ky1RQryVGqn8kBdn0rjnD///NN2jtRxKzDT/db1HXfccRF7K+lyKvvTc6f7pOMrbd2Zn+6jXlt6HSsofP/99+25582a6bnXuRm0CW+m2Ob/pkgolac3Qj3Q3tpWJE4vTL2Y9cJNNL2OwsV5gSCcF/lDs7oa+GuGONGBTqI0ANLfZf09DlrQnQyVF2m9hgaz/sFzLBo8anZbQYqb7c4XysqsXr3atph2s/ZeyrzosVajAAV2KmNSlkRfu0Axl2TivED+25zCeRHrfS3e2IAzEQAAFAS3dinRwNwFGprJz7dBpGbzNfetTEs85YcKklR+GGudEYBIBEw5QN1f7r777qjdUwAAQOncIvRkAyaVFCXbGS8bFPS441VZlf7FotI+N4ue6W55QCFhDVMOUB2xZodUDhDUwQQAAMSm7JDWWIjbWylertWx1kApaHKNIHKdPyOmBgIqzYtFa1QULCkz5d+rB0AwMkw5wC0j02JKvVEDAID46W+nupEp26Jgx3X3ipfK1FyQlE9leS6jpGYBug/xZJlcUws9Zq6EEUBsBExZTqV//vnnEd/TZmEAAGRTPvWDUpCkRgbqFKfSOnUTS6ZZQL6tY9Jz5I5VHQHVNc1lmWJRwweXgaMsD8UglIb3MwKmLNEGZXrD0gZyXmrLCABlLV8Gicgst/bHbYqZD1RG5zIlapEdz95LpQVM+RAwar2W7rsySxpPqMOfyzKV9np2WSYCJhSD9f///SyVLq2sYcqShx56KNuHAADWI488Yjep1H4ixxxzTLYPB1mkYENrXFauXGm/1kA8U62nlRlSsyO1/E2lfbRrmKTjVOCUbJmZjkHXoUyV1vdov5lc9ttvv9mPOk73GOi5U4vxZcuW2RbK4oI/BVjuc3ffdD81mMyl9t3pOi9QWDYncV7ofNf5rfczvTaSnUwRAqYs0c7NQXJxTwQAhU27ycuxxx6bFzPryCxlKsQFTZmic02l6Rq8p/K3TwGSmibpOlLZPFaUndGAzK2FymW6z26jXXe/lXHS9/VPAZKaWehzPdausYXoawVcup8afGZ6z61snBcoLKEUzgsFS+59LVkETFkQa0du7Z4MAEC2aDCi7mn169fPaFMAXfeHH35o9thjj5RKZRQsKEOqdtmfffZZSsekDZZHjBhhDjroIHPnnXeaXKb7/P3339sMcceOHcPfHz16tHnxxRdNr169zGOPPWaOPPJIO9CcNGlSxKa8jz/+uHn55ZfNSSedZK666iqTK9J1XqCwbEryvNBlU8ks5V3AdOutt5pXXnnF7lmk6LJHjx5m+PDhpbbPzLeA6eeffy7TYwFQPObNm2cHT1deeaUZMGBA+Psqu8qnNSsoGxpkpGOgEev6lRFRdiOVgbGyJAoc1PQg1UxJp06d7HW9+uqr5v7778/ZDMdPP/1kB486vl133TXifp9zzjnmnnvuMc8884w599xzzdKlS+3rW4+393IKqO666y57uaFDh+bMfU3XeYHCskWWz4u8KQ794IMP7At/6tSpZuLEiTbS7N27d1624fZviqdFqmPGjLGfq/Y4nzbNA5AfVH5zxhlnmAULFpiTTz7Zrl0YO3asfS913bVE5TtAPtEgSly5WSq6detmr2f58uU2cMoVn376qRk2bJhtDHXaaaeZ4447zn6/Xbt2ttzIS2uX3ISIAqFo9ttvP9sx79tvv7XvCwAKIMP0zjvvRHw9atQoWy4wY8YMm57L1wzTqlWr7GDFLdhUjaa61tSpUyeLRwig0Oh9cu7cueGvXZOHwYMH23IdRwMnbwAFFFPApGxr586dzbRp08xHH31ktt9+e5NtCt723ntvuybJTxPHQVRip3HS+PHjY3YF1PXqMq+//jpLAoBCCJj8XCvMunXrRr2M3ly8bzBr1661H1PpopMOSns/8cQTNpNUvXp1eyyuLajr5uHam+Yq9/ix6R28OC9ykyZkvMGSKFiSe++9N+L7upxKfNKJ8wKZPC/UpMEFTOk4x3r27GkDJpW8HX/88SbbbrvtNjuW2WmnnUyfPn3shKr+adL4wAMPDLzPjRs3Nv369TNPPvlk+HtBYx/9vguYLrjgApMLeL9AWZ4X8V5fXgZMCjT0wtabWtu2bWOuewpKR0+YMCG8aVu2uEBPx+JobZYCpjfeeMNuvJcPVB4J+HFe5Gb74Xi8/fbbZptttsnIcXBeIBPnhdY2i4IKNW1IlbrJucqWdFxfqpPDbhuSvn37RjR3kMmTJ0f93d1228089dRT4TL/999/38yfPz/iMq69+CeffGInUXKpMyDvFyiL8yLe9bt5GTBpLdNXX31lPv7445iX08Lmiy66KCLDpFkXpbDVTSfXqCvRr7/+alq3bm323Xdfk8sUkeukVQ00izLhcF7kJr1flkYTUBo0KRulWex04rxAJs8LN8jX3/V0nLvKsGrC9YcffrCfZ7NE9dprr7WvSZUJqswu0cYMWvukrnmy1157hfdm8rrvvvtsZlmBVbpf+8ng/QJleV646rOCC5jOO+88m4FRqtzbHjPaLJGbKfLSA52LL0KXdVKDC6XJ80GuPpbILs6L3BLPH4RDDjnEBkwLFy7M2HPHeYFMnhfpuh5NXu688842G6M25YcddpjJBjVmefDBB+3n11xzjW3QkEzApS54WjutgDLo8dFrXwGTMmpqMZ4reL9AWZwX8V5X3nTJUzMEBUvq6vTee+8FzpLkOzdzpHbp1O4CSBdlrkujfWdEHbOCFpcDxdD0wdl9993tx9IqWeK1YsUK89///tf88ccfcf/OAw88YCc72rRpYw499NCkblfl/S+99JLdqynaxp0HH3xwuBzXPZYA8jRgUhne008/bdtvK/2uPQj0z9vdKd9pt21Hs7wAkM6ASQMjDYjcugUvDco0A62ynMWLF2fhKIHcCZi0R5GoU146XH/99XYco3bfmgCOZ12F9lISleJ5xweJOvzww83pp58ec61TvXr1bEZLWWYAeRwwKS2txY+qwVW63P1znZ4KgbcRhWqnASCdAZMGRdr8r0OHDuGfDRw40G5oqwy3ayvsFtEDxZ5h0tYl6djU2XWpfOWVV8zIkSNLvbyaOWhPtCZNmphjjz3WZJLeE9zaJS15AJDHAZNmZIL+aQPGQuGd9dVMDwCkM2Byi9d79OgR/tmRRx5p12sIARPyUSYCpqZNm5rtttvOXrdajKdKpa7OoEGDzKJFi2JefsqUKfajGkCl835F48ryCJiAPA+YikHLli3DnxMwAchEhsmV+Gj/Ja1Z8DaYcQGTv/UwkMvcml9lStJFGdd0rWNShkpLCERd9/78809z4oknxlyr7ErjvJMbmbT//vvbwEyTJZTkAiURMOWQ0047Lfz5WWedVVDrswBkj8sYNWzYMNyRU7PcBxxwQESbYpdpIsOEfLJkyRL7MVpTg2yvY3LHt+WWW9oGDPo4ffr0wH0iRYGUuvOVZcBUu3Zts8cee9jPyTIBJREw5ZDtt98+YqftG2+8MavHAyD/KVvtBl9aAxqLtyQvnoXpQC6YNWuW/ejf1DVVLsOkvYxS6R7nyvGaNWtm94JUxzq55ZZbAoOxOXPm2AnTOnXqRFSeZBpleUB0BEw5Rm+QTrramQIoPmoNrtK6qVOn2j1YWrRoYddlxNK8eXNblqOSoeXLl5fZsQKpmD17dkYCJnWOVOZFrcAVxCTrm2++CQdMcswxx9j115qU6NevX4kSfLd+qXv37il1x0uU9mNye0GqyRaA/0PAlGOUqnfS1c4UQPG5+eabTevWrc3FF18cHvzFs4GfgqagdUyaYb/vvvsiFq8D2aZgxjVQSHfApDVRPXv2THkC071m3GtL9FpSALV06VJz/PHHm9WrV5cImNxtlxXt2aSMll7rEyZMKNPbBnIdAVMOZ5hk1apV4ZrmRDa8A1DcXEmvWoZ7Z7dLo0yU+Bd+a9PNwYMHmy5duqT9WIFkKfOjTI062m299dZpv/50rGPyluQ52k/ymWeeMZUqVTLjx4837du3DwdlZd3wwYuyPCAYAVMOZ5jkyy+/DNdSa1PJ3377LUtHBiCfaP8Wr3gDJjcL7s8kjR071n7UTHgq5UlAPqxf8q9jUsCU7Lq+oIDJbRir4EiZnWXLlpk999zTTkpoH0Zlt7p27WrKmivLe+utt2wpL4D/IWDK8QyTC5i0D4TerDUTBQCl0cbeXp07d04oYHLrLkTvPS5TJY8++mjajhPI5YBJGVVlgVauXBnOuiqQuO6668z7779f6u9v3rw53CUvaNJC1z9z5ky7lkmXVameaHPp6tWrm7KmrJYmbrVpbjr2nwIKBQFTjmeYvvjii4ivWYgJoDRaf+Qd7FSpUsV069Ytrt91gzpvhmnFihV2wOg89dRTZu3atWk9ZiCVhg8KMDJBrx3tneQty1PpnEpetfaotCzMjz/+aDZu3GgzRv6sr7c8T6+p0aNHmxo1akRktsqa1jFquwGhLA/4PwRMOZ5h0p4N2pPJ0RsvAMRy7rnnhj/X3ipqK+7dbyneDJMrQVqwYEH4Z9qrScHSQw89lJFjBxLhAvnSOkCmYx2TW2OkLpLy888/m8mTJ8f8XZeVUrCkDpSx9O/f32bMFIxdccUVJltcWd7rr7+etWMAcg0BU45nmDQwefjhhyNaBQNALAsXLgx//vLLL5tddtklof3gFFypyYxrOuMCJu3TdPnll9vP77rrLiZwkHUuw6MMTqZ41zF5b1PGjBkT83e1Qa2oqUM8tJ7pmmuuMdtss43JFmWY1M78q6++Mt99913WjgPIJQRMOaZatWoxf/7888+bv//+21x77bW25ej69evL7NgA5Ie6devaj08//bTZaqutEi5BUscxb1me+6gOeieccIJdH6XZddfNC8gWrfuRTO5XpHU9mkRQtuinn34K36abkIg1caBNb92eSvn0/uFamr/55pvZPhwgJxAw5Ri9KWvxp3/BtqN0/T333GNuuukmu1fD448/XubHCCC3uRnwhg0bJvX7/sYPLrOt9RVa4+DWQ2kGGij0DJMqP1yWVmV53gyTqkCiBRUqac3HgMlblue6YwLFjoApB2nx5/fffx/1564kRpYvX15GRwUgX2jjyVQGkf6AyT+L7waProsnkC3u3MxkwORfx+TNMMUqy9OmtGr6oLVL+bZ/2VFHHWU/ao2W7gNQ7AiYcpRmcePh7VwFAOmYdfd3yosWMJFhQq6c65ksyfOvY3KvB7dRrjJMv//+e4nfURWIa3letWpVk0/0HqCsmO6rlgJk08SJE83AgQPNr7/+mtXjQHEjYMpzCpj8s10AiodKfk4//fSITa3dILK0rlzJZpjatm0bDph4/0Ghl+R5M0xqY+6CI00ctGnTxpasvvLKKyV+J1/L8RytV4ynsUUmqVNwnz59zBNPPBHRAAsoawRMOSyejfg0s1W/fn27SziA4nPEEUeYxx57zA4q3LqJdevWJZSpTjRgUvMHbeap9sp00UKhN32QRo0a2Q6Suj3X7ERBWqygIt8DpmOPPdbeR3X6W7RoUZnfvh7T4447LlxiHM9GwUCmEDDlML3ZqgZa+0vE2kNFaWrtOg6g+KhbnWijWgVLc+fOte8J6nanPZNSKcnT2gV14vQPSpW5ctdNWR6KIcPkzTJ9+OGH4ddD37597efvvfdexFofvW7cprr5GjBpMna//fbLSpZp0qRJ5pRTTrHvPb1797bfU6CqLsFANhAw5bDKlSubxo0b29md+fPn26+jYVEmUJzc2grRBrXvvvuu/XzPPfdMet2E2grXrl3bfr5kyZLwoNQ7cUPjBxRT0wfva81lVXWbO+ywgw2INFnhXeszY8YMmxlRp0ptWpuvvBk0t5F1pqn07v7777e3d/bZZ5u33nrLbo+gIPTzzz8vk2MA/AiY8oAWlrZs2dIOXKIhYAKKk3ciReso3IDC7aOSDAVGLsuksjw3q+tdE0XjBxRT0wdvhslxt3niiSfaj88880xEwCS77rprzAqRXHf44YfbiRdthj1z5syM3562TTn//PPt54MGDTIPPPCADUw1ASSU5SFbCJjyiPZmGjVqlP38mGOOifjZF198YebNm5elIwOQLa6+35UFaa+2eNdAxrOOSZ3yfvjhhxL7OrnGD2SYkC3KQJRlhkllqPXq1SsRMOnvsW5fkxUKLMSV46X6Osy2mjVrmkMPPbREQJgJCsguvPBC+/mRRx5pbr/99nCwuddee4XbnAPZQMCUZ0466SQ7gHn66adL/EzdeuhYBRQX7yaaGrBpDVM6AyZlmNy+cFr07s8wLViwgHUFyApviVhZZJg0ePdmbl2Q5l3r8+yzz9qPbuKiQ4cOJt+5srznnnsu4v0m3V588cXwprn9+/ePyMztvffe9iPrmJAtBEx5Rm8gqplWh6ogq1evLvNjApAbGSZvGa83G5QMV5KnGXOXYVIDGm/XMK1z0u0raALKmnfwXhYZJv+aQW+Q5oIKZWHUZtxVfBRCwHTAAQeYOnXq2NL/Dz74IGO3M27cuHB3Pn8ZY+vWre06pg0bNth13UBZI2Aq0I5ZAIpr0OgNkJRdSnXdhMswTZ061d6GBocqC3Z0/a4sT3ukbNq0KaXbAxLlragoiwyTfx2TN0hza33UfvvJJ5+0EwlqnqLGTflOE7RuGUCmyvI06fL111/brRAUoPnp/caV5bGOCdlAwFRgCJiA4swwuZIg2X///VO+XhcwrV27NtzwwT8oVRmwW6h9xx13pHybQCKUbXCS3XMsUZ06dQp3n/S+Hrxrfa6//vpwdimfGz54uQzayy+/bDZu3Bh4Ga05UhbalSMm4tVXXw2X3rkOnX4ETMgmAqYCs3LlymwfAoAsZJi0SFrduoYNG2YGDx6c8vWq5M7bFS9o4OddJ+XWbgBlxZWCNmjQwFSrVq3Msi3dunULLAN0QYXrWlsI5XjeUkS9J6xZs8a8/fbbgZdR63HtHXnmmWcmvJ7aBUyHHXZY1Mu4gEnrmFT2CJQlAqY8FvQHggwTUJwZpho1athmMJdffnla1nMoWPI2eQjSr18/c/TRR9vPtWZj3bp1Kd8uEC/X4MRlOsvKHnvsYT9qc+igtT5OvnfI8/Ju0hutLM81h9Eao8cffzzu69a45dNPP7WfuyxdEK1j0vpM1jEhGwiY8pj3jdn55ZdfsnIsALKbYfJmg9LFleVFyzApSFNnKzWi0XEMHDiwxMaSkyZNMtttt52ZMmVK2o8PxS1bAZP2CVIW17XADlrrU2gZJm8G7Y033rCZJi9NlnibTl1xxRXm119/jet6X3/9ddvxsEuXLjaLFQ3rmJBNBEx5TDth+wcxdMkDijPDlIkuYa5TnsRai+Fa/ip46tq1a0Q5jtZWrVq1yjz44INpPz4Ut2wFTOrWpnV7Qbfrggqtc9KG84Wkffv2NsujcrixY8dG/EyleKL1R+3atTO//fabueqqqxLqjqfGGaUhYEK2EDDlMb25aJZH6Ww3k6U3KQDFFzBlI8PkD5gcddb7448/TKtWrcLfi7YVApBqwOS6NeYClevdfffdtjy2rBpRlBW9B3jbp3t592rTZK48+uij5rPPPot5nXqfUBa6tPVL/oBJGWvWMaEsETDlOXXm0aZ5gwYNsl+TYQKKsyQvExkmb8AUiz9geuWVV2xpnnd/pqD9ooBkabLQ7Q+mrEcuBRUXXHCBbcJSiNw6pvfeey/c3MKbYWrSpIltEKGNZ1Vmd+6558bc7Hb8+PE28NF7TTyZwp133tmOebSOqbRgDEgnAqYCof0eRN1reBPJPffdd59dAExTDuRThslbkhdrnxutUVK7ZW/A5NqR16pVKzzAXb9+fdqPEcXJbQyrc2/LLbfM9uEUDb0ndO/e3ZbdvvDCCyUyTG5z69tuu82+9jVx8thjj8XVHS+eFuysY0K2EDAVYAMI1/IUuUMLhGfPnm2GDBmS7UNBgclkhskbMJUWkE2YMMGe41q7sWTJEvPRRx/Z72tNk9tX5bvvvkv7MSL3qfLBBdDposYDuVaOVyyCyvJchskFTGr1fuONN9rPtZYpqCGVlhC45zGe9UsOAROygYCpwDJMyG0MGJFPGSZ1wXP+/PPPmJetV6+eXRS+7777hhtAiGaZ3SCK87/4/P3337aMSo0ANm3alJbrXLRoUXij5NNPPz0t14n4HXvssXaCRq299Vx4M0wqyXPOOeecqA0glHHWBtsKprXuqUePHnHfPuuYkA0ETAXcYhy5VToi8+fPt7Nuv//+e1aPCYUjk23FveId7KornncApXWWbj8n9z0UD61zUSmynvt0lItrXcx5551nAzHte1Soa4VymdYQude527DaX5Ln3pMeeOAB+7nK8qZNmxZu9NCnTx9brqeOg2+++WZCGXI1k9lmm23Mxo0bw9cJZBoBU4Egw5S7vvnmm4iyheuuu84GuPrDD+RyW/FkuIGUo4BJ+zQJGabi4+3cOnHixJSv76233rLln5UrVzYjRoyIa90LMluWp8mUFStWlMgwSa9evcyAAQPCDSCUqdZ6JWWHtPZMz2WiTTtYx4RsIGAqEFo3gNxz/PHHR925nDd65EOGadSoUXaA8tRTT8V1ee09o4X4TsOGDSnJK2LegEmD41TNmjXLftQGsTvuuGPK14fkaM2Rxh0LFy40r732mm0Coa0DlPnxGz58uF3HOGPGDLPLLrvYDnuaSHnnnXdsM6RkEDChrBEwFah01YojNc8//3zUnwUtggVyLcOk2WGtN+jXr19cl1dw5c0yqemDK8kjYCrugEkleTqXUuE2Ra5evXrKx4bkKeBxk4G33nprOLsU1E1TQZRrAKGGMAq0VIaXSoMqFzB9+umntjQPyDQCpgLFfkzZV1rJXTr3pVm1apU54ogjbFt5pMfll19uBwS5vn9QWaxh0uAoEbvttlv48y5duoQzTKxhKu6ASefq5MmT0/K+Sile7pTlKXMUVI7ndfbZZ9tNffVeolbi2qspFcpku3VMbKWCskDAVED+85//hD8nYMo+NxPqeBfDpjvDpNrwcePG2YW0SA/tI/L666/bspFcPsfcADJX1jC5cqnGjRubgw8+2K7XcxkmDZ7T3V4a+RMwpWMdEwFT7lDTDW/DKf/fOC9N6KgU76effiqxzjEZ3nVMqQbhQDwImAqI6sPdWiYCpuzz726eyYDp448/Ttt1IVIul5F5s1+Z7pKXaBMaZZMUcIpmlV2WKpcfT2QuYGrevLn9SMBUOLRmSZMjTqwMk5vUqVatWtpuf++997YfWceEskDAVED0ZqQ0tVs7Qxe27PIHRNtuu22JMrp0cRuDIv1c96dcD8pzKcMUNKB1i8G1hgHFw03eHXXUUfYc1b49qZRmusw9AVNuleWVlmHKBNYxoSwRMBUYlx6/5557zJgxY7J9OEXNPyjwZwDSmWHytpWn4UfqvI9hLgdMuZphirZ3ixAwFWeGSa3ld91115SzTG4iMKi5AMqe1iK5zJL2RypLO+20k2nQoIHdvJb9mJBpvOMUGG898UsvvZTVYyl22m/Cy18mmc4MU61atTJyvcVo2bJldn+QfAiYfv3113BpjP7lQ8BESV5xBkya1HFrV9IRMJFhyg0KXFV6++STT5ru3buX6W2zHxPKEgFTgfEO9PxraFC2/CUCP/zwg+0SlIkMk/e51qJaJLe/i/7gq432+vXr8yJgmjt3rv2oUtxcK8nzy/eSPA3U/Y1ckFzA9O677yb9WBIw5Z527dqZk046KSu37dYx0fgBmUbAVMAZplxvh1xsAZP2o9HeE9qdPt2ZIG8J2c8//5y26y0mCpSmTp1a4g9vLgdM8+bNsx9bt25tcl2qGSZlbG+55ZasDIwUQLdo0cIO+FkbmnzApH131PxDmVG3AW2iCJjg5TJMeu9mHRMyiYCpgAMmMkzZpbpqV7v/+OOP23VlNWrUsPsluQxTugZfBEzpe778VErpzTjlEhd87LjjjibXeTNMyZz3Kvu5+uqr7fYJV111lSlLX375pfnmm29sW+SZM2eW6W0XUsBUsWLF8AA32bI8l5liDRNEExlqqKT3bwVNQKbwjlNgmjVrFv6cgCm7/v77b/tx5513NqeeeqoNlqRevXrh5yfVXe8dAqb0vnb8li5danKRy35tt912JtdtvfXW9uO6deuS2vbAu3+TJh8y1dxEs9T+cjEFS85zzz2XkdstRBs2bLD/vI1pUl3HRIYJXqxjQlkhYCowBx54YPhzzeYh+xmLypUrR3y/SpUq4eApHWV5KlXylrcQMCVHmcBoUmmDXBYBU8OGDU2u0+tAHa2SXcfkDZA0CP/iiy9Muum1pE123QDM+fbbb8Ofa8sG1jLFxwXGWl/n9uFyAZP2jos3cztjxgwzaNCgiMeegAkOG9iiLBAwFWDTh6effjqwSxtyI2Dyzrano/GDBiDewSRNH9K/l9Upp5wSfl3lkh9//DFwj69c5fZpSTVgkilTpphMNNHQhMNHH30ULiXzZ5jURVH7viCxcjwX4KhBSePGjW0GvrQNt/W46/2tS5cudu3n8ccfb+6//377MwIm+Bs/qCTPZTSBdCNgKkBucfXvv/+e7UMpaq4kL6jd81ZbbZW2DJN/8EaGKTmx1tUoMOnfv3/WMwsqY1JJ57PPPmu/djP0LmOZ65S9SbbxQ1kETFWrVg1/7l2r5DJMbo0oZXmJBUzetbUKdLzd8mK9Hvv162cmTZpkM1QHHXSQqV69engiioAJjtZwKsuuv7msY0KmEDAVcGtxAqbiyDD5ETAlx/960Uz2sGHDIr6X7exd79697SD09NNPj1inmOub1voDplQyTK50MhMBk3fd5+eff17i3FAnRXnhhRcKYo2o3qMOOOAAc8UVV2Q8w+TlAiYFQ9F88skndvCr9091g3zjjTfMokWLzGmnnWavz182ieKV6+uYNNGW7ck2pI6AqYADpnQ1FEBqAVOmM0x+BEzJ8Xc/0/PmSsiCSrPKmrdRgptdd1sH5FvAlEqGqUePHrZDmhpxLF++3H7vgw8+MLNnz075+LxBkNbNOG6ws//++9ts3sqVK8Mt3YOobXbfvn1taV8umzZtmhk/fry5/fbbw5sgl0XAtM8++4S7D0ab2NMxifb32WmnncKlp48++qg9Vu96XSBXAyYF+cqMXnrppdk+FKSIgKmAAyZ1lSqEWdB85cql9GaZqQxT0Do1DSbYgysxmsmePn16xPcUhORSwOTtEqdzS93c3POc65vWpjPDpPIubZTpylE1MbTvvvvaf6nO4kbLMLnrVbZj1113Dd92NMpAqWzvnHPOMbnMlRrq/r3zzjtpv343IeQ6g3rf/zp27Gg/nzNnTonf+/rrr81rr71mJwYuvvjitB8XCns/plxax6Qyar1XP/PMM+zhlucImAp88bp3kIXsBEzVqlWLmmEKCpg04xpvdnDBggUlvqc35UxkrgqZm5X0rmFRl0l/wOTtllbWvB3FNMBduHBh3mWY3OOpDFOigwe3KaWCFmWZXFme3uP0OGiiINVNhr0TDTpGl3Xx7v3jve1oXNbkq6++ykg3v3Txns8qeUs3112ySZMmJX7myvKCMoPuWFQuqCYRQDzrmLS9gtYx5VJTFjfJpsqPXN2eAvEhYCpAKiVyAz/WMeV2hskf2GiGu3Xr1jZLuHjx4lJvI9qM+sEHH2xn8zOxzqMQuYGxHjdHg2PXBjsXMkz+bKJKwvJtDZMGzsoaaAZYZW3JlJpqA1xv0OJ9DaT6/Pgz8q4sz31fmbx4AibvRNWYMWNMPgRMyjClOzPtAiaXWfSvx3MBk/99zL0vag87IJ/XMXnfkz777LOsHgtSQ8BU4GV5nTp1ytk9ZAqdG+DGyjC9+eabtvzEO9ByraK1g3kiAzzvTK3W4+h5P+yww1K8F8UVMLVv3z6iwYOCJq/58+fbzE42+PesUQtsl6XJl4BJkzluk91Y65g00XPVVVdFZGdcww0FsS5o0XnufVzimWRIJmDyZph222238NqEaCW1/oApVxd8ewMmPebpnmBxz7E/Uyu9evWyk0lam+cvy3OvR//aJyAWAiZkEgFTEXTKU8bCOyhH9kvyXIbJP4vqWpEnOsBr3rx5xGDfyUQXvkLkGip411q4EjAvbRCsEiGtr0iFXo8q10olYNKCeSdf1jB5u9zFWsekDoW33nqrPaePPPJI+7U3w6SMhbZP0Lom70RBugMmt47JGzBpDZV7zUYr/fEGTNq3SR3fcjlg0t+IdJflKZh3AVNQhkmllW7/HDWeiKdZBBBPwKRmJvFuipxJeg14JyV0XMhfBExFsI5Jbxz6A8+Cw9xbw+S4AVmiAZNbCJ8vGYZc5QbKWrekwXn37t3NmWeeGfXypW24Wdpt6fW4yy67RGyOWhr/69cbMOXT8x9P4wdvx7axY8ea888/P3x/lWFS+Y1rGuBtzpCpkjz3+nSBqc4PiZaRcQGTe+1rwXeu0WSaC0LPO++8tAdMeg7de2DQGia3RikoYHLPv79ZBBCLJg4bNWqUM+uYlBX3Bm56P6EhU/4iYCrwDJMXDSAyR4NZ/3oxV5IXaw2TP8MxevToiO+XNku2bt06+7FWrVr24/Dhw5M6/mLnDUbOPfdcOxB2gzW1rHad0ZxYLaVL88cff0RkrBLljss7c5lPAZPLMMUqydPAJ4gCJVfSp3Jjf/vvdGWY3O2rrFVZWm+GSVxJYGkZJrUWl3Hjxplc89Zbb9mPrVq1ssepYFAlp6k2NnnggQdsgDR48OBwK/Cgvehcm3b3OHrb5pNhQiGsY3ITOHo91KxZ0/49Vyk18hMBUxEFTIkuskb8+vfvb0t1vBudxsoweTOA3kXOakGayJ5KrpueC5guu+yyEgulFQxowKdBfq6upcgmPSbeQbffHnvsUaKUQgPLdDRvCOpyWJqg2fp8DJhiZZiiZcPPOuuscMDoMkze/bMUMKWSSXcBkwbqbg2hgokffvjBfq49mLwZJq1JUJZ3yJAhpkOHDuaCCy6wr1mXIdFeQRrE6Xu59v77yiuv2I9HHXWU/Xux++67h9dVpuL555+3ZYiu2UVQOZ6jtU3KCOg16H3vI8OEZOVSwOQmH/Re0rVrV/s565jyFwFTgSJgKjsapLmSmyuvvDKccncb1wbNrvqbCbiAyb9/hFvoHo0bdHq7ue25554lgirtCdOmTRtzxhlnJHTfioEGjq7RhtsQtrTXlB5391xpcJjIrKE3w+Qtq4uX/9zJtzVM8WxeGxTYq2zs7rvvDn/tMkwuy+o+T6WlvrcbXpcuXeznkyZNskHY2WefHW5xrayMzgedA9r3Reut1Ljg3nvvtd3f3Po0ZSZdgJhLM8uazHn77bft51oj5u0QmWpZnnv8XWDfrVu3mJd3z6M7Hj3WZJhQCOuYXIZJGWtXpcA6pvxFwFSg/BkMIWDKDH+5jdZb+AdfpUk2YHKDMM1uOxrMeSmzNHLkSPv5448/nvA6qUL31FNPxWz04HhnyjWoU+MHlV5pYNi2bdtw0JVIhinePXoUXHhnTP1Zy1iBXq5xAYTK3YICoxEjRthMjdfxxx9vv++dfND1uMyqVyrrmLyv2c6dO0e8pv773/+Gv/Z2y7vtttvCawn1vqvnVOeHXpONGze250auBUwfffSRHUzq3HWZuoMOOsh+1HnmDeoT5d7LlKnSZNIdd9wR8/LucVZbc50POi432UTAhEQ1a9bMZi31msz2thregMlNHJBhyl8ETAVq+vTpJb5XWnkXkuNfb/HQQw+FN9NMNGByg2l1AIsnYHKX92Y//AFTz5497Sx5KmVghcytRyntNeLfQFOD+D59+oS/9jYfiEbrYZSR8maYXNAwYcIEc9ppp5XYb0mDbw26NTB3NBuvzmbKJt51110mn2gNkl4TCtyDgsxBgwaV+F5QaZaCFjfY90plHVNQhkmCbsedNy4jc/LJJ5v77rsv/PNDDjnEflRmVxLtiphJbvJM57QLtvW53sv0vHjfLxJ9/Fx2SOs0dX2lvf/pPNY6T73XqeOh+301YHElkEC8dD677ovZLssLyjBp4iSVCQlkDwFTgXJrW7xirRlA8oJKpI455pjwm2I860tcwOQG7O3atSs1YFIzgtdff71ExmGnnXaKeVvJlIEVy/Onsqto7rzzzhLBsbdddNBrzv/602703r2xVELm9knTAnhlALUOzd+C3B9EaV2V/vBqQHDhhReafKLXgyvXKu09Sd0kFYjccMMNMcu5MhEweYMk12jCy61jcvbZZx+7lrFfv352oK+P3oAplzJMroxRC9G9A81Uy/K09sitIYt3/ZECIzfA1USAdw+mfMqcInfkyjomb8DUsGHD8Hq9WGtmkbsImArU0KFDS3wv3vIfJCaoxE3ZAtc1L9oMq9vp3mUeVI7nBsbxBEwDBw4Mf161atWIUiWVL0W7XQKmYAMGDIhYC+anQbMG49EyOrFK8rTJqUpFgoIqf4ty173M0RoZ/+av+S7WOiZvB0llHlROGq00Kyjzk66SPG+5nwJUP5XYuGBbP9ckiQb46nSpjm9u4sJbkpcrWzsEBUzernXvvfdeSpkrBUuJNCJx7cUVMLnJI5dlB5INmFT+5p9sKive9ZR67xfWMeU3AqYCpXp0f+kVa5gyo7SyuWiBy0svvRRu0KA3Vu/idWUi5JFHHok6yPKu51CHPv8C+auuuirw91JpiY3I9WJeS5cujfo7sdqHn3rqqRGNChREeJ8j73kRrU19vonVKc9brlJam/xMZpjc5IK6vbnyOi8FG8oIKvulDm/u9aigyRssqNRNgZWCqHjXuWUrYOrVq5e973peXOYzEe489m+bUBpve3H3dyvR6wC87y9aP6h1TNnaj8lN3ChL7iZfWMeU3wiYCphmOJUGDtoMEukPmNwsabwBkwYrGiy7gYZ33ybv8+bK7vxcqY8/wxRr9l2WL18e494gntlLrVPzBy6xAia3iN3Lta3WWjf9AfWeJ3pu3fng7/TkbwxSSAGTAhZ3/zTBc9xxx8W8HgUjVapUyVjApOyQ20spiMoFr7322phZPx2fmwDJlbK8aAGTvnbtjydPnlxmAZPai2stk8qVXMdRMkxIxzqm0s7jTG214S3Hc8gw5TcCpgLnLStR2RfSzw1olXnwdtJyYi16dgMLDTTczLrWP3hLw6KVGHmzSq7sx+vQQw8Nz9x6rVixwmSKuhJpAKmypHxpMuI6nMXbmlt/jM8888yI9UulBUxBi3zVNODYY48Nr1PyBsDi6tz9JSWFkCGMVpLnva/xLPhXJqd9+/YRA2xNDPk3kY5XIp0tE5GpTnnKPitzlWipX7SASeIdaKYzYHJ7VnlLUAmYkOl1THofV6l1aVUi6QqY1BFSfz+0r1sm/w4jMwiYCpwbALjBSKy2yUiOmxFXlkf7HL344osRP1dKPpWAyXWNirZ2SgFKUJmWBn1q1evWQzkKZFwHv3TTni4qY1K3tyOOOMLkA/eaCMrSxaKB+hNPPBFemB4rYHKBwLbbbhv+np4z19FQAZO/VbhriesPmDRALtQMkzeb5s8clVaWp8kh97pJdh1TpgKmdHfK02tYrdfVPEPru2688caMBEyJBmIukxq0WXe8AZNDwIRMr2PS30cFS9oiIlOb1noDJr3e3HtBUCdj5DYCpgJ3//33R3xNWV76uUGeBgkaaB199NERXaaCNhEOCpjcm7YCpm222abUEjoXMPnXL/m5Baei41MJQqayP97gLlu142UVMMkpp5wSzmbovkdrF+u+7/buEa1r8QZMftoEWRsOaz8b15VNpV9PPvmkKZQMk1qse4N3F7AocxRvhzRXeqrH05W+JVuWlw8Zpg8//NDeT22Sq5lq/15iqQZMynyqc52em0Q7q6bS1ELrp7wTPwRMSPU9RhMKen+Jth+Ttv9IpclJohkmoSwvfxEwFTh1YtPg2A3MCZgym2HyNt1Qt7OZM2fG/F33vCj4GTZsmP18zpw5EbPrCqCCBiKulKy0rmnefYbcDHymygHcgNXJ9k7riTx/8WY0/JTZcBtFe/dY8nKvu5133jn8PS2qd3s7qVOevxueaP3MwoUL7QD++eeft4HXSSedZPKdMm06bxWguEG/dz1BUKv+aJQRUYClgYkbnORawORtLZ5KUKHgXusedR6ovEfZbB2r7m9Qx8Fo3EAxKGBS0OIGdcmU5SVLTTP23Xff8Nc0fUAqNOESqyxPr0NvwJTuDpbRAiYaP+QvAqYioJk6V1ueiZmUYqe0flCGQiUm0RovOMpK+ctX3GDxnnvusR/VIlyLohX46k3dzQ67DJNmg2MZPHiwHWQpW+GaSWQqYPLvARUtgCiUDJPj9hWKVpbnMm/evWn0PJe2Z5ajQEtdn0p7rvOF7rvOafEO9JMJmBSka3Dy8ssvhwP2XCvJU4MPBXV67cbzmlAQqUySn1ra674p4FQwo2y2G4Alstms64CncypIsuuY3KAz2f2TvGV5ZJiQqljnsSbz3PuNxkfpXF+oyUz3tyBahkkleZlqOIHMIGAqMvm2yWU+DLZduZXrepYo/0yqMgniLcvTIEvtja+55hqb0dCmtS5gKi3DpJ+r/bE6jrkNODPVKc+/UD8fAqZUM0ylBUya/ddz5wKmV155xXTp0sVmFPV4eTdF1XMeFESlEszl0zomF7AkEjC5x1+PUa6W5Ok16LKJ8QzMjj/+eLvlgD/r6N4bbrrppnB2aL/99ksoYNJ6Djdh4s8Ip2MdUyoImJBOLsOk4MRfLu3friGdk8makNB7iSZD/Xv7qTxX71XKbvm3fkFuI2AqEi6zoN3okT7eN2Fv6Vsi/E0h3PV4AybRwOWWW26xn59++ulxl+R5ZTrD5G8q4i23KtYMk3d9idYsqRmG/oC79UveGUjV2uuPqJ5rtS53Ugnmcn0dkzdgcjOuyQYsuVqSl2jjB7dfk7LCjtZiuLVuLqARV8b27rvvxjVj7Rajq1lEtPWPbr2c3ie06XJZZZj0OrrkkkvsJtL+mXkgmfcYZbKD1jG5crxMBEwuw631w/7XgjLNKqcV1jHlFwKmInHFFVeE/0gi/QGTBtvJDrL8GSaXpfHPTHkbNWgQ42aUEynTCgqYNMhKZUNNDfC1YFtrtvx7BJFh+t/jIwcffHC4fCoo0yLe/beOOuqovGugkQh3v1MtyfNyGROdz9E6Y2U7YIonw+S6zSkb6YIQBTrKKmvW2pUzis4pvWdo2witfyyNCyZjBSR6P1PQVNbrmOT22283o0aNSjroAryirWPyB0z6ebq6x3oDpiCsY8pPBExFwnVqS3Z/EgRzaf149oyJJ2BSq2q3d5Y/wxStjC6Rgb4r//IGTGoFroF6UNOBeLg9idTowjV5cF3BrrvuuhKlD8WWYXIz9Go5H8T7R9Ub/Crz6GYi/Xs0FWpJXqoBkzImblLIZVKCqDW7gvz77rsv4vsuyMpERi+RTnmu3FYTDh999JEtpR4+fHh4PZv38dE54waF8ZTluYApWjleKuuYUs0wAenmXhv+89j9XVKprJr2rFmzxsyaNSujDR8cOuXlJwKmIuFKLwiY0su7d1I6AiZv22l/uYzK24I6R8VqW+7nMhgu+FIzgldffdV+rgxRMryb/rlArHXr1uHvXXXVVaaYM0zuD3O08id/23eviRMn2sGy9nsqNEGb16YaMEk865jUkltBvhqieLnnzz2f6eSCXm08XFrpnMswiRq2qAGMOwe8ry1/WV4mAibNvJflOiagLNYxuQyT3pfdZdJVlldawOQyTF988UWJqgzkrrwLmB544AH7h1aDG510pDTj4wbVhbDpZS5xb8BB7Xnj5Q2CvIN2/yytAiaXfUo1YHKBjffN2s12aUZb7azjKdPTQMq7cFXZAtVoe8vJxo8fb/Ihw5SOgEkZAf9g2JV5RCud3H333aNer/6YqzOa25y1EDNMCt5dgJCOgCmedUzegZNeCwpqtWbM/T3xlryli45L64KUhS2tBbjLMAV1/HNZx6CASa/d0jYn10y6v2NjEP191WtCpcDz58838SDDhFyj8aL+qdxWkyT+gEl/U//zn/+kNWAK2rTW//dCTU30tyFdWS1kXl4FTOoQdNFFF5khQ4bY/W1UvrT//vublStXZvvQch4ZpvzIMMUaKGrgFNQuOZmASZklDay8A7MJEybYtTJ77LGHXWwerYSstKYOOtdcQwNJZNF4ruyjlSg9rnru1IjDvymwa84RLWDS4FzlkMo8FBOd91qPo0G2W+uWjjVE8bQW904GaOZ55MiR5uyzzw4H/5nIMGkiwe3DFavxgx4Pb4bJUVdFNRAJel0q66RW4zqXo23SGW8A790XyTWgibcsj0wU8mUdk3cvMhcwacLB+zcxGXoNlBYwaUKBdUz5J68CJs20qjvYKaecYv9AaEZQf3ALsVwlkxkmBU38YcuPgCko6+EfzCUSMCmYcdepmXU3mA/q9BdPfbXr2uXf+NK/v0tps975nmHSYNitD/OX5bnHWJeJRn88vZvaFgMNGvyd8sqiJO+2224Lt3l3AZN/vVMmMkzxNn5Q0Ojen73ZR6017NevX2Bgr8cy3rI8F5TGOh9T3Y+JDBNyPWBypdLKMOl1qb/DmnBIdV2R9nTSWki9BmK9j7h1TARM+aP0d8wcoah/xowZ5sorrwx/T39U9UciWgcpzdJ5Z+rcjIIGMP6BYqFzA3r9sXTZJnVVCirxiod7/NLxOGrmVIN+pcPVSeykk04y+UBZAXesCtyTfSy8a1s0UPJeT9BMuwZ82hDX7euimeBEblvZEA0QNbBXcBONAuvSrjdoplx/LHRMXp9//nlgh7hcyjBpAJnK+awgUZkSPbbeEjrvdRbb+05p7xcaUCiz1r9/f1su42Z3XbYuGW6QooDJfx3KLF1++eUR39OAZZdddgl/rcBX5WqZeK5cUPzll19GvX5vd79jjz3WznrrPUL3K9YxaVCoDJTWvQ0dOjTq5dxjrAFdaffRBWwaaOpvaWmBrMteKfCN5/FL598RFI50nxc9e/YMT46oukJZJbc8QWMjnbd6/bz44ov29eNdS5woN87UBFys15j7G6EAjfM/Ppl6v4j3+vImYNLgXoN9f+cwfR00yy233npr4B8OlR5pgFtMNBDXgNDbNvPQQw81l112WUrXqzeXVKiWX53UnHHjxtkZ1FgD+Vxx+OGHR6wLSLZpgrc8SBveea9Hs17+9sgKdPRmrIGfzuO33347odtzwcybb75puwPFehMp7T4FzWZr002dF1qv4QZnTz75pPn1119NLnIzjfrDlcq+US649b6/6HXnrl8BtrcjXDHyv1+4TITKGDWo0R48osF5sq8nV3as4FUNTbylZ95MUp8+fextaMLNXUYZFU2CZGrdnQvOdZvu/uk9UJMgJ5xwgu3cp3Jzb6dElQtpBjze17kmFkePHl1ifzd/kxZNdpT2GOs9QO8Xeu0++OCDES3wg7jZ+UTfD1P9O4LClM7zQmNFvc+o4YuCFTfZp+/pXHWvF7XyD1onGC9Xkq3xaqzXgKtO0XuSSuCTnbwuRhPT/H7huvsWTMCUDGWjtObJG/lrFrh3795FeXKq3a53vZdq3TVoSIb+kOqk1S7ziewD5KfMg5/euLwbM+bLY5vsY6nzUusnRAtBvdejWWV1SVM26eGHH7bf23PPPW2GKdnbe+aZZ+wibu3z5ErndPyaefMr7TaeffbZEt9r1KiRPS8UHJxzzjl20Ko3pGSPN9PcJMIBBxxQopQwER9//LHNBmjG0t1XV/aoYErlVKm8VvJZtPcLTXa5QYUGGm7vH02YJHu+KEg977zz7IBEa+lcJtYb4KvF9wsvvGDPe13OBTJ6bZ144okmU3Qs2nxakyRaf6vzQrPZOk/uuOMO+/jceOON9rJ6D1QZnreBSmk0MfHhhx/a/ZjuvPPOwMuMGDHCftSgMZ7HWJud6zlSEFTa5R955BH7UfcjnutO198RFJZMnBd6f9frw/0tUjZJ3N/SnXbayU4KLFy40Gabkp1Udw1dNEFd2mtAE/pa46uJywMPPDCp2ysmmzL0fuHfkyvvAyYNovXHxb+gWl/7N/h0NDPmLw0SPdDF+OYclLVJ9XFI9bEMyjpoMJFvz4/Ow2SP2dutSrPD3uvp0KGDXT+ggaULmJS5SeXxUUDjZpq1UFxUkvTBBx+UuKyyJdpfqbSZGa2rcmt33PGp9E/d9hQwabY/F59TlQ65LJjKNFI5Rjf7riyVux5lDN3jU2xZ7XjeL/ytrV3wqvf6VJ4LLbZW0KDH3+1/5M0+KXOr90MNlpQVUbAr+l4mz1MNypRBV4Cm14u+9jZF0bEo4FP56uuvv25fS4m45ppr7ITgY489Zj/XBEy0NUzKUsdzX5VJV8CkjLQaLsXiMni6X4k8jsX6Nxlld14oU6uASZNauk5XuaFyV32tyRVXVq0yXQ3Kk+FdG1jasWuyRK9/ZZVV8YPsvF/Ee1150/RBfziUJn333XcjBjv62s1KIrZczKoFlVPmY9dDfyCfKNdwIFrJS4sWLcKfp7Ig3t9a3C0u1xuGG9x7aU1ZLK6swDuL722A4TI2qZS6ZZK3GUUqXfK8zThUVqpZSrcA2PuYI5L/fHclXal0yYvV+EGl3eLKb7p27RpRwx40wZZOeu26fZRUEqT3De/GzhrMucclmbJkrenVfVJAdvfdd6fc9EEOOeQQWzqp9R/eDa/99PfYlZxG6w4GZLvxg6pa9JrzthUXnePpbC8eT+MTNrDNL3kTMInK6x599FE7S6CSIpUxaZZAXfNQukS6qZWVoPa5qQYfZcF/jNEGJ/HSBnbaRFNlOUE0gFQJ0Q033BCxQD0ZbvCuTmGuW5fe3JMpR3OzdN4smcqc/Nks7bVT2mad2T7/Uh0se7sXaj2KdyCeaKagWLgueY5ryJBqg5BorcVdAOsPmJxUOiUm0ynP27VLXKYrWXodX3311eE9C4P23XNZvHgDJlVwuOdDWa9o3H5aut5USluBTND7szYJ14SBXmfetuJOOgKmRDoQe1uL07k49+VVwHTcccfZAaWaBKhUafbs2eadd94p0QgC+RMwBe15kA8ZJreRo2ZSNWsdq2wtHsog3XPPPeEAI8gxxxxjrr322pRb9rr2164xiug69S/Rc8RlmDQL7QbA3uyASv50vXqe3WA1l7jZ9nRkNbwtZFVaqWAy0cFpsfF2iPQ688wzM5JhcgMhlxH1B0xlkYV3JYIKmPT3y/ua9G4knSy9FjWpoll0NZPw85Y9xsuVC6m8NhoXnOo9gPMdud5e3J9hErd2Wlkot8FzsuL5O92uXTs7mab1w7H2jUNuyKuASbSYV6VDmslSGjNXWxXnoqASj2y3s3Qz/Jr5UYMAiVX2kStcZzsFGN7sSj4IKg9zb+5B+0nF6iDjAiYFfKr99jfxUKmfW2OYi2V53oAp1VJHLdxV9tu7/ouAKblBhQYSqXAlYd6ASYux1bpct3n00UeHAyfvc+NKZMoiw6TW4i5g8gc2qUyK6Dy+6aabwplvBWYKeNT9T1kg9/6ayBqAww47zH5UCbx7zfu5x5pyPORDwOTdh8lRZlR/y1QNoeYpyUgkU6SqBq2jFPZjyn15FzAheUFrNNwi6GxnmJQ9cVka/VEO2s0+l7iSK2US8o1r9OClRdoStEhcgVA07o+OAi1lx4Jm6F3WLBcDpnRslOqlQenJJ58cXqPiJiRY0B7dyy+/bCsGvFJtkOEyTAqSXNDqyt+0ObPL6Oh59wbN/hLBTAZM2n9KjVd0X9UJz9ucIh1ZJpUXaUJKrcpVSqc9mjQxpaBJr/NEJhu1f5QeU71fR2u57t4LUw12gUwHTDpXXcMp/98sV5bnXS+fjHgnPVjHlD8ImIo8YAqqcc9GhkkzLd7Butaq5WKDgJdeeinrj1mqgrJILkBVW2BloJ544onwAC6oGYRooOkCbu+6pXwKmNxgOdVyvGjrZ5Ipfyo2ap3tn3hI9fFSQOQ2dHYBv5ucUYe8oMYmml1Otdw13rUU3tegAjgdqxuopYPux1133WU/uteoMuF6DNx6yETKb3U9pZXluQEfVR/IVXqNKwOq931vd1SvVNcxJboWybuOCbmNgKmIBG1kmCsZJtXx+rMbQeubskllLsqEufKUQuLK9NSJUjPQaqTimhi4fSWCzh33xyGegEn7ovkXuWuTwN133z1mFqssAqZ0ZZi8JUkKmFwXvrJoJpDP9PjHOoeSuT5lU7ylYi6b6A+KNDkwaNAg276/LOj2XZZJXIOEdAZM0r59ezNw4ED7uVokL1iwwG4MrIye9ptKlHvfU3tx7wbobu2VGteUVVkjkGqWyfFnmNw6JpXMprKeOtEM06xZs3JuzINIBExFRIN90eym/phKrmaYcnEtk0paXOvfPfbYw34+cuRIk4/8+98ELb53pXtagB80a+YWzSpzGavkzAVMKt/THyPX2llUiqSORa6Mray5gV86S+a8AZNbxJ9qy/Ji4G1Nnw7+xg/uHPYPZDSRdO+995bp2htv+Z17nSmIcYF7ujJdul/av+25556zGabbb7896QkfZcJ0HVqgrrVgXtpHRpMPui+xGtcAuRQwaaLW3x1VGWhXVuqf4MtEhknvU/r7q7GQm3RAbiJgKiLa/0N/2FQ77wbI2Q6YvBkm/yy8ZkRzibeUR+tTcnVvq3ioOUO/fv3s5wr+ggZo3i5B3iDHH2yU1jLbP4AKel7V8TKbAXs62367gbcag7jHjU1rS+cWP6eLv7V4uterpcKbYXIBk0rk0v0Y6LxTuW06sndqjuHWmb722msRP3PlRJotL4uyRiBZ3uxqtL/f6WgvHu/rQJdzWSbK8nJb9v9yoEzpD7JKQFz9ei5lmPySmd3JJG83PM2y5srgK5WObgqeoy3i7tmzZ/jzoPVHrqFBaR3g/HuyBJX4ucczmwF7umhw6l5fenyFDFPphg4datthuw5vqfJ3youWYcqVgMk7UMvV9xWXnXr22WcjJlTcBuSucgHI9XVMQeuX0hEwJbOfEo0f8kNuvisj41yGKZfWMMnFF18c/lmuNQkIyhLk6sAmHjp2db+Ktr5GG0PHei7ibZntzzAtWbIkXLOdyIbGmTz/Ut201s/9QXZ/cIMabcCUKI1TSYrbeDXdJXm5lGHyluR5y2G1tcIBBxxgTj31VJOLDjzwQLs2TNlTbbTtL5+mHA/5wK1TipZhUtWF3icWLVqU9PraRCZmaPyQH7L/lwNZkSslef4M0/XXXx8uFctW1iGaoMcq2p4khUDPyeGHHx41YHLBRmnrf/z7PrkMk3/PJufSSy+1GRqXncm3kjxvwOSycKlubIzkA6Zvv/3WBku5lGHyZpW074u3rfnbb78dHtDlGmVKR48ebR9DZajHjh0bsS9d0JYFQK7ZZ5997MdtttkmagVGly5d7OeJNoNJJcOkTG22J7ERHQFTkQdMpQUl2rTU+wagAaZmgP2LftOVYdJMvBoBiNsnIVcElZIFNUsoJG7GOGiWbdWqVVG7L3r5szfucfRvpOyaSNxxxx22u9wVV1xh8jXD5G2qocdQ3QdRtpo2bWqzn2q8oQF9LmWYFHBocKT3UX/Jaq5Tqe5ll11mP9f6qJ9//pmACXnXAGvEiBHmnnvuiXqZVNcxJTIxo/XRO+ywQ8yJRGRf9v9yICvcGovHH3/cTJo0KeJnL774om0OoYGtZlq8O8drn55bbrklbTOgQWuY3FqhTGaYVEKiLMDNN98c1+W9+7l4qV1vIYu1h5IbJDVo0KDU6xk1alR43YYryXPZF8e/31NQo4l8WMMk3o5r+TYgLhQKlhQ0ubI81+I9VzYRVldAdZ7L1/Vm6iSm16hal2sD3qBsMpCLtBfZeeedZ0vS4wmYEskaJZNhEtYx5T4CpiLlzYx4B/3alPDYY4+1M+KafXHrVK699lqbAfj0008zPmB1HZ3SHTA9//zz9rrvu+8++0+lOtdcc01cv6uBgZuh9ipt/U4hB0xqEx5vp8ABAwbYUiNZunSpbUHsD5j8GbyyyDBmuiRPCJiyx7uOyQXqLohC8jTBpW0W9LrRvkx6b9TEmn9rCCBfKZOqyRVNlLpOm4lItPSXdUy5j4CpSPlLyVww4NasBA1YNehQd6R0ipVh0pqhoCAlWcom6Tq1WDnRrmXJzhrlOzfYD8quucdEs3XxcLPPCsKnTp0aGDBp8JWNDFOmmj4IZUrZ420trgkSKcv9lgqZMkw33nhj+GutB4n3vQDIdWry1L1794TL8tKRYSrW8UauI2Aq8pK8WJvE+ge0N9xwQ8TX6QhmYmWYdP3e1rWp8pbieNuJ+netD/LOO++U+N5xxx1nCp03w+R/E090TYh3MKUOfP7zSxnAgw8+OPx1WTT9cGVa6c4weUuT+OOXPS44uvXWW827775rP1eXN6SHupr26tXLfs7EAApNKuuYEs0wderUyf6N1JrAZDvzIbMImIqUvyzFlasEDSa95Xr+hhCZyDBp8OraMKezLMvbnMCVk3mbF8QS1IDA37SgEG233Xbhc8EfwCSziN5tGqjH3wXLTroaiSQi3sYVifI+Ju4xRNnzNt9wCJjSRwM8leaprPuCCy7I9uEAaZXMOqZkJ8hU9aKsrVCWl5sImIqUfxC3cOHCEu0s/QGSv2zJG3QkQmVxyi5oHYtrHOCf4c/EOiZ1y3K8a3I0o5PIRpNOOrNfuUrPuVuX8PrrrwcGTInMpGntmGvH7jJMsZpGZHo/JvfcR2svmwo1TznhhBPMueeem/brRnIB0+WXX05jgjRTK/QJEyaY/v37Z/tQgLTSuiIFMppYmzt3bkK/m8z2BW4dE40fchMBE6zTTjvNPPPMMzEv4x+8/vnnnwnfjtalqMxLHaI0eFHQJDvttFPE5dw6pnRlmNT176OPPgp/vWDBgoQCJrfRpHcAVsh7MAVlI0855RQbVGsd28cffxzOMAZt6FtaiZ/OAxdwt27dOurlXUCdKStXrrQfM7FY/eijj7avqWLIROYq16pX5s+fb4YNG5bV4wGQPzSRu/vuu9vPXUlvaVIpwXbrmMgw5SYCpiLWtWvXmOuaSpNMhkmLrzXQVgngnXfeGd6DwJ+9SneGSe3QvbzBUzwBk2ubO2jQIHu8csABB5hi4IIcGTdunM2a6I+I2zfJux4snmYjLsByZaDejTv9li9fbjLJZbmqVKmS0dtBduh51bYJaibSqlWrbB8OgDzd5DbRdUzJZJhcwKS9mOJZW42yRcBUxMaPH2/at28f/jrR4CSZDJN/3Uq0waoLmOJZX5RoOZ5fPAGTtyWxslVPP/100ZRaab8Kx7vruQsi42kr7v0j4gIw95jG6liY6YDJZThzYTNTZG7A06dPn2wfBoA8Xsf0/vvvxxXEpJJh0qSOJiA1qTxv3rykrweZwSihiGm2X5vQxuqUF2umJJkMU1DAFNTS2QVMF154YYluasmI9UbnBv6xuE1VFTBpwH/iiSfmzAaYZfEHw5U2ed/EXZvmRFtyu1bl7vdjPY6ZDpiSaVwBACgOHTt2NLVr17YVFbNmzcpohklNVLp06WI/Zx1T7mGUUOQOPPDAUgenKkMLGlAms4YnKGAKWtjvXRczffp0k66Aafjw4Qmvk9FiT7cnUCLZlEKi9TiuVMBxrU8TDTZchsllDxUwRWu6UFYBE/vHAAD89Ldhr732irssL9VtJNjANncRMBU5zYKoJWysGQ2tMfHuseE2vU1XwOQW3gdlmOSrr74yqXJZKgU8/iYDU6ZMiStYKPZOWH4uI5lswOQoYHLtxv3IMAEA8m0/pmQyTP4NbJFbGCUgHJyotbiog52X1ph4B8wnn3xy0gGTt513rAyTC8rSFTC5DFOFChVKDNhVbherLM+7tivZN8FC27fL3yY+mZI8b8D03//+1/Tr18+MGTPG/jv11FPtzwiYAAC5EDCpWVTQpG8mMkyqbCmWTrz5glECzB577BHxtVpujxgxIiJIaNKkSfhrt8lnMi/moGxSEG/pW6L7H8TKMGlw7g+YZPbs2VF/19vFLR2b9RZKhsn57rvvErou/+OvP0BqI68NMPv27Wv/uaA82rq6dCFgAgCUtg+juuOqeVS8mZ9kJ1e1T5z2ydTfphkzZiR1HcgMRgkIbOvs3dhWL/zu3bunJWBKZrfsr7/+2qTKBTrKMHkzHK6VundfpljrqWK1wC7WDNNFF12UUoYp6Pl1558yTKnO2MVCwAQAiEVjoHjL8tLx94p1TLmJUQJKLLg/44wzIr6nwaR7AXs3lY3VJS/am0bQ91966aUS3zv00EPD3deUZUhlPya96Xz44YeBGSYXCLqmDrFakr/wwgtF0xnPr0aNGuaYY44pcS5ccsklpkOHDillmLzBuXeWTTZu3BiR7Uw3AiYAQLrXMaVSvs8GtrmJUQJKBExqAlG/fv2IF/7OO+8c/to1gFi6dKl57rnnSlzfkUceadq2bRu4NmnNmjXhz9WqWgPio446qsTllPn5/fffw8eWaNmX12WXXRb+3L+GyWU7fv3116i/74450Y19C40CRu1b9OCDD4a/16BBg4Svx7s+Ta6++uqYe3MNHjzYZApd8gAA8QZMn376aczS/HRmmGj8kFsImGBL7LyzIcqiqF7XUVCjzdT0RqFFj97yrJNOOiniDUJB0tixY+1+Pd4W1M4333xjP2rQrVKsWHv4aNDs1s64fZCS4T1eDfC9GQ034I+VYXKlh3oMEJkR8pYrxkvnmguI3njjjXDGsqwp+CPDBAAoTfPmze0Eq9ZDf/LJJxnNMHXu3Nn+vrbuKG3bE5QdRgmws+tuXZLLpHibLrjsy2677WZ69eoVkX3y/tz/edBmsa7DjK6/UqVKpR6bazahbFaytOmco/vgHfC7DFasgMllyhLdoLVQec8VbeaXDDXZeP31181BBx0Uc9dzJx2bF3vpPFXZ38SJE+3XBEwAgFTXMaUjw6TJWTWaEMrycgejBJQoy1NWxzs74jYYdfzreFzrZwVI3lR1UJmbC5jiCZbSFTA511xzjR0Yq436tddea9ff7LjjjvZnBEzx8wYXKptMhlrXH3zwwTEv4/1DkUqGMcjkyZMjOjYSMAEA0rWOKdUtSFjHlHsYJcDyN3nw8gdMfq6TWZcuXSK6yKUzYHr55ZdNstwbjnedyg033GBuv/32cLbEGzD5Z4gImEo67bTTTPXq1c2ZZ56ZsdvQLJvWwsnixYvTet3+tVcETACAeAImLTeINlmYrq6ubGCbexglIGrAdOKJJ9qPF1xwQczfVVnVqFGjzJw5cyK+H5S1STRgcuuPlGH49ttv4/od/+25Nxx/KaG4gEnBnd7oFERp/Za31bULmOI95mLwyCOP2Oc31v5M6eAC8EWLFqX1ev2zfwRMAIBY1DBqp512smtfXefdTGWYXOOH6dOnh9faIrsYJaBEwORe6NpIdPXq1aZTp04lLq+yNq9TTz21xGWCMkxug9h4gw/vnj0zZ840ibr55pvDn/fp0ydqwKTASs0d1FFPxz1o0CD7fQVRbv0MGabgxg2Z5EomU80wXX/99RHd+PyzgARMAIBUy/LSlWFSdUXVqlXtOuFY+0Si7DBKQIkSJTd41KA4Wivtd999t9Tr9AdMP/zwQ3imJN6AydsC3GWnEjF69Ojw50HZEHV505uSPyOmVuI6/gMOOCD8PTJMZS8dAdOxxx5rhg4dam655Zbw9ahDnle2OvUBAApvHVOqGSZtgaJuecI6ptxAwIQSmZx4Xujq4HLOOefEvIy/JM9bVuVadZfGW0YX7+94uf2jevfuHfUybrDsPV7d1rBhw8yECRMi3sBQtlyQm0rTjxdffDH8udrdy6WXXhr+njKp6v4IAEAse+21l/345ZdfRjQOclzjq3Rscs86ptxCwIQSM+xazB8P715N8WSYvK3K3cxJPAYOHGg/Br05xaLUuPaOEnXFiyao8YMCJn+Axuam2QvktR9FMvyZJBe0u+dy9913N/369aMkDwAQ17inXbt29vP333+/xM/nz59vP2qtU6rcOiYyTLmBUQIs141MatSoEdfvuDeNeDNMrrZX119asBWUZUo0YFIJn+tk471/sRo/OAqW/GVaBEzZC5hUIpnMnk/+Ms6FCxdGBFKXX355Wo4TAFAcYpXlzZ07t9QxR6IZJjXU2rBhQ8rXh9QQMMHSJp5qlekGlPFQABGr1E2z+T///HOJgKlOnToJHZsLmEaMGJHQ73k3zo21/igow/Tbb79FNIwQAqayp+DaraNLJsvkD5jc7J87N3hOAQDpCpi++uor+9FtPJsKdQnW+Ed/r1zDLGQPARMiyuS8+yjF4+mnnzb77rtv1J8PGDCgRMCUaPmT61LnMg3x8m52Gmv9UVDAFISyrdwsy9Mfk2jr2zZu3Fhi9k/nocswETABABKxxx572PGAJoX9f5dcwJSODJPWk7OBbe5gBIiUaPZfrbijGT9+fPhz1yEv0e4xtWvXDgyCSuNtdR5rAaYrvXvrrbcy2vUGmQmYDj/8cBv0agNlrzFjxpjzzz8/4nvKHGojZgImAEAyNCbp0qWL/Xzy5Mnh7+tvi5YOaKzgGk6lax0TjR+yj4AJKXMZmtK4DFOigUeHDh3Cn3/33Xdx/96sWbPCn8e6TXf83ssjfwKmN998024u/OCDD0Z8Xxsvuw55yoI2a9Ys3ADE1ZknWh4KAEBQWZ77u7LDDjvE3TyrNGSYcgcBE1Lmb+AwadKk8Mav6QiY3BtGogHTaaedFnh8yQZ8yO1Oee6PVdDmgZrtczN+jzzySPg8bNmyZQaOGABQLAGT+3uTznI8p2vXrvbjN998U+qyAWQWARNS5g1ItG/OPvvsY3r27Bn+nnuRJxswySWXXJJwwOTKrc4888yYlyNgym1NmjSxH0eNGhXuelhawPTqq69G/Kx169b2n1flypXtxsUAACRCYxyV+msiT8FMpgImVUG4FuXTp09P2/UicQRMSJkGnv6W5K78SVavXm0/fvDBB0kHTG4DU9flLB5uzVRpzRq22WabqD87+uij4749ZH5TZbcnVxAtwFVQPmPGDHPEEUeUGjD5G0IAABAPTbZ17949oizPTdqlo0OeFxvY5gYCJqSFZj6UWXryySft125BpGh25NtvvzVXX321/Xrx4sVJB0zvvPNORCYhFrewv7SASfXG0VSpUiWh40RmA6ZXXnkl5sa0WnQbNAuncjx/wAQAQLI05vGW5WUiwyRsYJsbCJiQFgqQtHapU6dO4e95P2/evHlK1++dsXnhhRdKvbw6pD300ENxdULzb9TrDZK8mTJkR6NGjaL+zN9OXKUR/m55p59+ui0b9Xcteu2119J8pACAYlzHpL87KhnXeCPda2O9jR/863NRdgiYkDGuXXc6KMPkAjBtRjpkyBDbBvzRRx8N3GxXHdKcRN9gvJ3TLr30UnPyySeX2nIcZVPy6bdu3bqIr1WOd9NNN0V8zzV5qFmzZkTW85BDDkn7sQIAioMCGZXmqbLh+eeft9/TXpax/mYlo3379qZSpUrm119/tdU6yA4CJpR5wDR8+PCkrs+tJxo2bJi54YYbzEEHHWTOOOMMO5sTaxfsH3/8sdTrPu6448Kfa2dtb/Zp5MiR5sADD0zqmJF+3jI8/0bGV155ZczfnTBhgv2DdtZZZ2Xs+AAAhU9BzO67724/v//++zNSjicKwNz2Kqxjyh4CJpR5wOTN/iRiu+22i/qzHj16RP3ZkiVLSr3uESNGhD+na17uue6668Kfe0vuVqxYEbNEz2+//fazGckLL7wwA0cJACjGsjzXwTcTAZOwjin7CJhQ5gGTf81QOgKmDRs2mE2bNgWuQ1q7dm2p1601LgsWLLBvekp/I7cMHTo03JzDW5IQq828zpeg/cAAAEhnwOSku0Oewwa22UfAhIypW7duie89/fTTpnbt2mkPmGTWrFnhz71d+u6+++64rl/rWpo2bWoH56eccortyIfcoVI6f8bwp59+itjcz3nppZfs/hj33ntvGR8lAKBYdOzYMWJMk+kM08yZM+06bpQ9AiaUaYZJ646SVVrA5N5QvHvsvPHGG+GZmXgpA/bEE0+Y/fffP8kjRSYEZZhcCZ6r73a0D1My+30BABAvdcXba6+9wmuadtxxx4zcjq5XDan++usv8+WXX2bkNhAbARMyZssttyzxvVS6x3i7nEXzzz//mC+++MJ8/vnn9mv2USocrsW7Nqj1B0wNGjQIf0/7fZW29xYAAOksy2vVqpWpUKFCRm5DE4BsYJtdjCqQMUEBTrrbbfqpvad3DRIBU+FwGUTt96XA2BswKSuorJL+WKmcEgCAsjBgwABz/PHH2+69mcQ6puzKTCgMRGnukOmZf38L8UwHaCg7PXv2tCUJ2oti6tSpplevXhEB04svvmgbfHj30QIAIJO0hunZZ5/N+O2QYcouMkzImHTvdi333XefqVWrVtSf+9tMk2EqHMoeuT0v3L5bf/75ZzhgUi05wRIAoBC5gOnrr78usQchMo+ACRmjQezKlSvNlClTzMCBA9OyQ/X5559vVq9eHXU904cffhjxNQFTYdl5553D54EWvroMU/Xq1bN8ZAAAZE79+vXN9ttvbz+fPn16tg+n6BAwIaO0v1H37t3NY489Fu5yliqV9X3wwQfhr/v27Rv+/Pbbb4+4LAFTYQZMcuyxx4YzTARMAIBCxwa22UPAhLzd+8DbqjzaJrmsYSosrVu3Dn+usoR///3Xfp6pzkQAAOQK1jFlD6MM5K1nnnnGvPfeezbT0LBhwxI7bkvVqlWzcmzIDLVt9dq8ebP9SBtxAECxZJgUMIVCIfYbLEOMMpC3TjjhBFvqV7FixYhW4s7YsWMDO/Uhf/nXrm3atMl+JGACABRDdY0aHP3888/mhx9+yPbhFBVGGSgIQd3RDj/88KwcCzLrgQceCH/uGokwywYAKHTVqlUz7dq1s59Tlle2CJhQEBgwF49zzjkn/AfDbWBLhgkAUAzYwDY7GGWg4JsDoPDXMhEwAQCKbR0Tyg6jDBRsQwgUrubNm0d8TcAEACimDNPnn38errJA5jHKQEHq0KFDtg8BGdSsWbOIrwmYAADFUmGhhlbr16838+bNy/bhFA1GGSgYbgfsJk2aZPtQUMYZJtawAQCKgbrkde3a1X7OOqayQ8CEgjFx4kTTv39/89Zbb2X7UJBhlOQBAIoVG9iWPTauRcHYcccdzejRo7N9GCgD2223XcwSPQAACr3xAxmmssO0LIC8LEnwZpfq1q2b1eMBAKCsM0xfffWV+eOPP7J9OEWBgAlAXtu8eXO2DwEAgDKtstA//f2bOXNmtg+nKBAwAchLlStXth8rVKCyGABQXNjAtmwRMAHIS++9955p06YNTT4AAEWHDWzLFlOzAPJSjx49bP02AADFhgxT2SLDBAAAAOSRLl262D0Ily5dan766adsH07BI2ACAAAA8kjNmjVN69at7edkmTKPgAkAAADIM6xjKjsETAAAAECeYR1T2cmLgOm7774zAwcONDvssIOpWrWqad68uRkyZIj5+++/s31oAAAAQFYDJvYkzKy86JL39ddf2xPh4YcfNjvuuKPtjHX66aebP//809xxxx3ZPjwAAACgTLVt29YmEtauXWsWLlxoWrVqle1DKlgJZZj+/fdfM27cOLNu3TpTlg444AAzcuRI07t3b9OsWTNz6KGHmksuucS88sorZXocAAAAQC6oWLGi6dSpk/2cdUw5lGHaYostTN++fc3cuXNtd45sWrNmjalbt27My/z111/2n6MIXDZt2mT/IXnu8eNxhBfnBYJwXiAI5wWCcF4kpmvXruaTTz4xU6dONSeccIIpVJsydF7Ee30VknlilixZYjM92bJ48WIzYsSIUsvxbr31VjN06NAS358wYYKpVq1aBo+weEycODHbh4AcxHmBIJwXCMJ5gSCcF/GpUOF/Q/lJkyaZt956yxS6iWk+L9avXx/X5cqFQqFQIlf84osv2kDlpZdeMo0bNzapuOKKK8zw4cNjXmb+/PkRNZnLly83e+65p9lrr73MY489lnCGScf8yy+/mFq1aqV07MVOEblO2v3228+mhAHhvEAQzgsE4bxAEM6LxHzzzTdm5513NpUqVTKrV68u2MdsU4bOC8UGW221la1cixUbJJxhOu644+zHNm3a2LVEClw6duxodtllF/tkJeLiiy82J598cszLeDNZK1asMHvvvbfp0aOHeeSRR0q9/sqVK9t/fnqgC/WEKms8lgjCeYEgnBcIwnmBIJwX8WnZsqWpXbu2HfCr8UOHDh1MIauY5vMi3utKOGBSOd6cOXPM7Nmz7UeVvantt1KCetK++OKLuK9r6623tv/iocySgqXOnTvbBhDly+dFR3QAAAAgI8qVK2cbP0yePNnMnDmz4AOmbEk4YGratKn9p+ySo655CqASCZYSoWBJmSzdrsoBV61aFf5ZgwYNMnKbAAAAQK7zBkynnnpqtg+nIKVlHyZ1zNt9993tv0xQzaIaPehfo0aNIn6W4BIsAAAAoGC41uIzZszI9qEUrLyoa9M6JwVGQf8AAACAYqXlKqKlMv/880+2D6cg5UXABAAAAKCkFi1amBo1apgNGzaYBQsWZPtwChIBEwAAAJCn1AjNNXvQOiakHwETAAAAkMdYx5RZBEwAAABAAaxjIsOUGQRMAAAAQAFkmGbNmmU2b96c7cMpOARMAAAAQB5r1aqVqVq1qvnjjz/MokWLsn04BYeACQAAAMhjFSpUMO3bt7efU5aXfgRMAAAAQIGU5REwpR8BEwAAAJDnCJgyh4AJAAAAKKBOeaFQKNuHU1AImAAAAIA817p1a1OpUiXz+++/myVLlmT7cAoKARMAAACQ5xQs7bLLLvZzyvLSi4AJAAAAKKB1TDNmzMj2oRQUAiYAAACgwNYxIX0ImAAAAIAC65RH44f0IWACAAAACoDWMGkT219++cUsW7Ys24dTMAiYAAAAgAJQpUoV06ZNG/s5ZXnpQ8AEAAAAFAg2sE0/AiYAAACgQBAwpR8BEwAAAFAgaC2efgRMAAAAQIFo3769KV++vPnpp5/Mjz/+mO3DKQgETAAAAECBqF69umnVqpX9nLK89CBgAgAAAAoIZXnpRcAEAAAAFJDOnTvbj2SY0oOACQAAACggdMpLLwImAAAAoIB06NDBfly2bJlZtWpVtg8n7xEwAQAAAAWkVq1apkWLFvZzskypI2ACAAAACgzrmNKHgAkAAAAoMKxjSh8CJgAAAKDA0Fo8fQiYAAAAgAINmJYsWWJWr16d7cPJawRMAAAAQIGpU6eO2WGHHezns2bNyvbh5DUCJgAAAKAAsY4pPQiYAAAAgALEOqb0IGACAAAAChCtxdODgAkAAAAoQB07drQfFy5caNauXZvtw8lbBEwAAABAAapfv75p1KiR/Xz27NnZPpy8RcAEAAAAFCjK8lJHwAQAAAAUKDrlpY6ACQAAAChQBEypI2ACAAAACjxgmj9/vvnzzz+zfTh5iYAJAAAAKFANGzY0DRo0MJs3bzZffPFFtg8nLxEwAQAAAAWMsrzUEDABAAAARRAwzZgxI9uHkpcImAAAAIACRmvx1BAwAQAAAEWQYZo7d67ZuHFjtg8n7xAwAQAAAAWscePGpl69euaff/4xX331VbYPJ+8QMAEAAAAFrFy5cqxjSgEBEwAAAFDgWMeUPAImAAAAoMDRWjx5BEwAAABAkQRM2rz277//zvbh5BUCJgAAAKDANWvWzNSuXdsGS/Pmzcv24eQVAiYAAACgiBo/UJaXGAImAAAAoAgQMCWHgAkAAAAoArQWTw4BEwAAAFBErcXnzJljN7FFfAiYAAAAgCLQokULU6NGDbNhwwazYMGCbB9O3iBgAgAAAIpA+fLlTYcOHeznlOXFj4AJAAAAKLKyPBo/xI+ACQAAACgSdMpLHAETAAAAUGQB06xZs8zmzZuzfTh5gYAJAAAAKBKtWrUyVatWNX/88YdZtGhRtg8nLxAwAQAAAEWiQoUKpn379vZzyvLiQ8AEAAAAFBHWMSWGgAkAAAAowoCJ1uLxIWACAAAAirS1eCgUyvbh5DwCJgAAAKCItG7d2lSqVMmsWbPGLFmyJNuHk/MImAAAAIAiomBpl112sZ+zjql0BEwAAABAkZblsY6pdARMAAAAQJGhU178CJgAAACAIg6YaPwQGwETAAAAUGS0hkmb2P7yyy9m2bJl2T6cnEbABAAAABSZKlWqmDZt2tjPKcuLjYAJAAAAKEKsY4oPARMAAABQhAiY4kPABAAAABQhWovHh4AJAAAAKELt2rUz5cuXNz/99JP58ccfs304OYuACQAAAChC1atXN61atbKfU5ZXQAHTX3/9ZTp06GDKlStnZs+ene3DAQAAAPJ+HRNleQUUMF122WWmYcOG2T4MAAAAoGDWMZFhKpCA6e233zYTJkwwd9xxR7YPBQAAAMh7dMorXQWTJ37++Wdz+umnm3Hjxplq1arFXb6nf87atWvtx02bNtl/SJ57/Hgc4cV5gSCcFwjCeYEgnBdlz21eu2zZMrNixQqz9dZbm2I5LzbFeX3lQqFQyOQ4HWKfPn1Mz549zTXXXGO+++47s8MOO5hZs2bZ9UzRXH/99Wbo0KElvj9mzJi4gy4AAACgkJ1zzjk2WBoyZIjp2LGjKRbr1683J5xwglmzZo2pVatWbmaYrrjiCjN8+PCYl5k/f74tw1u3bp258sorE7p+Xf6iiy6KyDA1btzY9O7dO+aDgvgi8okTJ5r99tvPVKxYMduHgxzBeYEgnBcIwnmBIJwX2dGrVy/zwgsvmAoVKtgkRbGcF2v/f/VZabIaMF188cXm5JNPjnmZZs2amffee898+umnpnLlyhE/69KliznxxBPNk08+Gfi7urz/d0QPNC/C9OCxRBDOCwThvEAQzgsE4bwoWxpTK2CaM2dOTj/uFdN8XsR7XVkNmFQjGU+d5H333Wduuumm8NdKGe6///7m+eefN926dcvwUQIAAACFi9biBdD0oUmTJhFf16hRw35s3ry5adSoUZaOCgAAACicgGnJkiVm9erVpk6dOtk+pJySV23FAQAAAKSXAiQ1VBM1VUMBBEzbb7+97ZwXq0MeAAAAgPiwH1OBBUwAAAAA0qdz5872I+uYSiJgAgAAAIocGaboCJgAAACAIuc2rF24cGHc+xMVCwImAAAAoMjVr18/3H169uzZ2T6cnELABAAAACC8jomyvEgETAAAAABYxxQFARMAAAAAAqYoCJgAAAAAhEvy5s+fb/78889sH07OIGACAAAAYLbddlvToEEDs3nzZvPFF19k+3ByBgETAAAAAIuyvJIImAAAAABEBEwzZszI9qHkDAImAAAAABatxUsiYAIAAAAQkWGaO3eu2bhxY7YPJycQMAEAAACwGjdubOrVq2f++ecf89VXX2X7cHICARMAAAAAq1y5cuGyPNYx/Q8BEwAAAIAwOuVFImACAAAAEEbAFImACQAAAECJgEmb1/7999+m2BEwAQAAAAhr1qyZqV27tg2W5s2bZ4odARMAAACAiMYPlOX9HwImAAAAABEImP4PARMAAACACLQW/z8ETAAAAAACM0xz5syxm9gWMwImAAAAABFatGhhatSoYTZs2GAWLFhgihkBEwAAAIAI5cuXNx06dLCfF3tZHgETAAAAgKjrmGYWeeMHAiYAAAAAJdAp738ImAAAAABEDZhmzZplNm/ebIoVARMAAACAElq1amWqVq1q/vjjD7No0SJTrAiYAAAAAJRQoUIF0759e1PsZXkETAAAAABiluXNKOJOeQRMAAAAAAJ17drVfpw6daopVgRMAAAAAAL16NHDfvz888/NX3/9ZYoRARMAAACAQC1atDBbb721DZaKdR0TARMAAACAQOXKlQtnmT755BNTjAiYAAAAAETV4/8HTFOmTDHFiIAJAAAAQFQ9e/YMZ5hCoZApNgRMAAAAAKLq3LmzqVSpklm5cqX55ptvTLEhYAIAAAAQVZUqVWzQVKzrmAiYAAAAAMRVljelCNcxETABAAAAiHsdU7EhYAIAAAAQV6e8uXPnmtWrV5tiQsAEAAAAIKb69eubHXfc0X4+depUU0wImAAAAACUqmeRluURMAEAAAAoVU8CJgAAAACIvY7ps88+M5s2bTLFgoAJAAAAQKl23nlns+WWW5r169ebOXPmmGJBwAQAAACgVOXLlw9nmYqpLI+ACQAAAEBcehbhOiYCJgAAAABx6eHJMIVCIVMMCJgAAAAAxGXXXXc1FSpUMCtWrDBLly41xYCACQAAAEBcqlWrZjp27FhUZXkETAAAAAASLsubMmWKKQYETAAAAADi1rPIGj8QMAEAAABIOGD64osvzLp160yhI2ACAAAAELeGDRua7bff3mzevNlMmzbNFDoCJgAAAAAJ6VFEG9gSMAEAAABISM8iWsdEwAQAAAAgqYBp6tSp5t9//zWFjIAJAAAAQELatm1ratasaZs+fPXVV6aQETABAAAASMgWW2xhdtttt6IoyyNgAgAAAJCwnkWyjomACQAAAEDSAdOUKVNMISNgAgAAAJCwbt26mfLly5vvvvvOrFixwhQqAiYAAAAACatZs6Zp165dwZflETABAAAASErPIijLI2ACAAAAkJQePXrYj2SYAAAAACBKhmnWrFlm/fr1phARMAEAAABISpMmTcx2221n/vnnHzN9+nRTiAiYAAAAACSlXLlyBb8fEwETAAAAgKT1KPB1TARMAAAAANLSKW/z5s2m0BAwAQAAAEha+/btTbVq1czvv/9uvv76a1NoCJgAAAAAJK1ixYpm1113LdiyPAImAAAAACnpWcCNHwiYAAAAAKRtHVOhIWACAAAAkJLu3bvbj4sWLTIrV640hYSACQAAAEBKttxyS9OmTZuCzDLlVcD05ptvmm7dupmqVauaOnXqmMMPPzzbhwQAAADAFG5ZXt4ETC+//LLp37+/OeWUU8ycOXPsgrITTjgh24cFAAAAwBRu44cKJg/8888/ZvDgweb22283AwcODH+/devWWT0uAAAAAP/To0cP+/Hzzz83GzduNFWqVDGFIC8CppkzZ5rly5eb8uXLm44dO5qffvrJdOjQwQZQbdu2jfp7f/31l/3nrF271n7ctGmT/YfkucePxxFenBcIwnmBIJwXCMJ5kd+aNGli6tevb5s+TJs2LRxA5ep5Ee/1lQuFQiGT45577jnTt29f+yTcddddZvvttzd33nmnmTBhglm4cKGpW7du4O9df/31ZujQoSW+P2bMGLsbMQAAAID0GTZsmJk6daoZMGCAOeKII0wuW79+vV3is2bNGlOrVq3czDBdccUVZvjw4TEvM3/+fLN582b7+dVXX22OOuoo+/nIkSNNo0aNzIsvvmjOPPPMwN+98sorzUUXXRSRYWrcuLHp3bt3zAcF8UXkEydONPvtt5/d3RkQzgsE4bxAEM4LBOG8yH8LFiywAdNvv/1m+vTpk9Pnhas+K01WA6aLL77YnHzyyTEv06xZM/Pjjz+WWLNUuXJl+7OlS5dG/V1dRv/89EDzIkwPHksE4bxAEM4LBOG8QBDOi/y1++67248KmipUqGDKlSuXs+dFvNeV1YBp6623tv9K07lzZxv4KGLt1atXONL87rvvTNOmTcvgSAEAAACUplOnTnbcvmrVKrN48WLTokULk+/yoq24yufOOussM2TIELtuSYHT2WefbX92zDHHZPvwAAAAAJj/VXh17dq1oNqL50XAJOqId/zxx9u9mPQkfP/99+a9996zG9gCAAAAyA09/n93vEIJmPKirbirMbzjjjvsPwAAAAC5vYHtlClTTCHImwwTAAAAgPzJMM2bN892y8t3BEwAAAAA0marrbYyLVu2tJ9/+umnJt8RMAEAAABIqx4FtI6JgAkAAABAWvUsoHVMBEwAAAAAMhIwffbZZ3b/1HxGwAQAAAAgrXbaaSdTt25ds2HDBjNr1iyTzwiYAAAAAKRV+fLlw+uY8r0sj4AJAAAAQMbK8j7J88YPBEwAAAAAMhowhUIhk68ImAAAAACkXZcuXUzFihXNjz/+aL7//nuTrwiYAAAAAKRd1apVTadOnfK+LI+ACQAAAEBG9CyAdUwETAAAAAAyosf/75RHwAQAAAAAUTJMX375pVm7dq3JRwRMAAAAADKiQYMGplmzZrZL3tSpU00+ImACAAAAkDE983wdEwETAAAAgIyvY5oyZYrJRwRMAAAAADKeYZo6dar5559/TL4hYAIAAACQMW3atDG1atUyf/zxh23+kG8ImAAAAABkTPny5U337t3ztiyPgAkAAABARvXM48YPBEwAAAAAMqonARMAAAAABNt1113NFltsYZYuXWp++OEHk08ImAAAAABkVI0aNUz79u3zch0TARMAAACAjOuZp2V5BEwAAAAAMm6PPfYwnTp1Mk2bNjX5pEK2DwAAAABA4Tv66KPtv3xDhgkAAAAAoiBgAgAAAIAoCJgAAAAAIAoCJgAAAACIgoAJAAAAAKIgYAIAAACAKAiYAAAAACAKAiYAAAAAiIKACQAAAACiIGACAAAAgCgImAAAAAAgCgImAAAAAIiCgAkAAAAAoiBgAgAAAIAoCJgAAAAAIAoCJgAAAACIgoAJAAAAAKIgYAIAAACAKCqYIhIKhezHtWvXZvtQ8t6mTZvM+vXr7WNZsWLFbB8OcgTnBYJwXiAI5wWCcF6gLM8LFxO4GCGaogqY1q1bZz82btw424cCAAAAIEdihNq1a0f9eblQaSFVAdm8ebNZsWKFqVmzpilXrly2DyevKSJX4Lls2TJTq1atbB8OcgTnBYJwXiAI5wWCcF6gLM8LhUEKlho2bGjKl4++UqmoMkx6IBo1apTtwygoOml5Q4Mf5wWCcF4gCOcFgnBeoKzOi1iZJYemDwAAAAAQBQETAAAAAERBwISkVK5c2QwZMsR+BBzOCwThvEAQzgsE4bxALp4XRdX0AQAAAAASQYYJAAAAAKIgYAIAAACAKAiYAAAAACAKAiYAAAAAiIKACUkbNmyYKVeunLnggguyfSjIsuXLl5t+/fqZevXqmapVq5pddtnFfP7559k+LGTZv//+a6699lqzww472POiefPm5sYbb7Q7q6N4fPjhh+aQQw4xDRs2tH8zxo0bF/FznQ/XXXed2Xbbbe15su+++5pFixZl7XiR/fNi06ZN5vLLL7d/S6pXr24vc9JJJ5kVK1Zk9ZiR/fcLr7POOste5p577sn4cREwISnTp083Dz/8sGnXrl22DwVZtnr1atOzZ09TsWJF8/bbb5t58+aZO++809SpUyfbh4YsGz58uHnwwQfN/fffb+bPn2+/vu2228yIESOyfWgoQ3/++adp3769eeCBBwJ/rnPivvvuMw899JCZNm2aHSDvv//+ZuPGjWV+rMiN82L9+vVm5syZdsJFH1955RWzYMECc+ihh2blWJE77xfO2LFjzdSpU21gVRYqlMmtoKD88ccf5sQTTzSPPvqouemmm7J9OMgyDYIbN25sRo4cGf6eMgrAlClTzGGHHWYOOugg+/X2229vnn32WfPZZ59l+9BQhg488ED7L4iyS5odvuaaa+y5IqNHjzbbbLONnVk+/vjjy/hokQvnRe3atc3EiRMjvqeJl1133dUsXbrUNGnSpIyOErl0XnirWs4//3wzfvz48N+XTCPDhISde+659gRV2QTw2muvmS5duphjjjnG1K9f33Ts2NEG00CPHj3Mu+++axYuXGi/njNnjvn4449L/WOI4rFkyRLz008/Rfw90WC5W7du5tNPP83qsSG3rFmzxpZfbbnlltk+FGTR5s2bTf/+/c2ll15q2rRpU2a3S4YJCXnuuedselwleYB8++23tuzqoosuMldddZU9NwYNGmQqVapkBgwYkO3DQxZdccUVZu3ataZVq1Zmiy22sGuabr75ZpuhBkTBkiij5KWv3c8AlWdqTVPfvn1NrVq1sn04yHJVS4UKFew4oywRMCFuy5YtM4MHD7Zp8ipVqmT7cJBDsz3KMN1yyy32a2WYvvrqK7segYCpuL3wwgvmmWeeMWPGjLEzgbNnz7ZNYlRzzrkBIB5qAHHsscfa8k1NzqF4zZgxw9x777124l7ZxrJESR4SOlFXrlxpOnXqZKN7/fvggw/sYl19rtljFB91tmrdunXE93beeWdbZ47ippIJZZm0DkXdrlRGceGFF5pbb70124eGHNGgQQP78eeff474vr52P0PxcsHS999/bydryS4Vt48++siOQ7WGzY1DdW5cfPHFdo1sJpFhQtz22Wcf8+WXX0Z875RTTrHlNkqVq+QGxUcd8tS9yEtrVpo2bZq1Y0JuUKer8uUj5+X0PqGsJOAaxCgw0lq3Dh062O+pjFPd8s4+++xsHx5yIFhSi/nJkyfbbStQ3Pr3719i/bw6aur7Go9mEgET4lazZk3Ttm3biO+p/avexPzfR/FQxkCL+1WSpz9u6oD2yCOP2H8obtpLQ2uWNBuokrxZs2aZu+66y5x66qnZPjSUcWfVxYsXRzR6UHlm3bp17bmhMk11XG3RooUNoNRKWmWbhx9+eFaPG9k7L1S5cPTRR9vSqzfeeMNWsLg1bfq51siiON8v6vkCZ21pokmXli1bZvbAQkAK9txzz9DgwYOzfRjIstdffz3Utm3bUOXKlUOtWrUKPfLII9k+JOSAtWvX2veHJk2ahKpUqRJq1qxZ6Oqrrw799ddf2T40lKHJkydrp+IS/wYMGGB/vnnz5tC1114b2mabbex7yD777BNasGBBtg8bWTwvlixZEvgz/dPvoXjfL/yaNm0auvvuu0OZVk7/ZTYkAwAAAID8RNMHAAAAAIiCgAkAAAAAoiBgAgAAAIAoCJgAAAAAIAoCJgAAAACIgoAJAAAAAKIgYAIAAACAKAiYAAAAACAKAiYAAAAAiIKACQCQFXvttZe54IIL8vZ2S7uebN0/AEB6VUjz9QEAYMqVKxfz50OGDCmzYwEAIBUETACAtPvxxx/Dnz///PPmuuuuMwsWLAh/r0aNGub9999P+Hr//vtvU6lSpbQdJwAApaEkDwCQdg0aNAj/q127ts04eb+ngEk2b95sLrvsMlO3bl37/euvv75EWdt5551nS9u22mors//++9vfufXWW80OO+xgqlatatq3b29eeumliN/T17vssov9eb169cy+++5r/vzzz/DPS7vdv/76ywwaNMjUr1/fVKlSxfTq1ctMnz496v3VdZ900kn2fm277bbmzjvvjOtxeuedd0z16tXt8ThfffWVfbx++eWXuK4DAJBZBEwAgKx58sknbcAwbdo0c9ttt5kbbrjBTJw4scRllFX65JNPzEMPPWSDpdGjR9vP586day688ELTr18/88EHH4SzW3379jWnnnqqmT9/vs1kHXnkkSYUCsV9uwqmXn75ZXu5mTNnmh133NEGa7/99lvg/bj00kvt7b/66qtmwoQJ9jb1e6WZNWuWadu2rSlf/v/+HM+ePds0bNjQBogAgOyjJA8AkDXt2rULr2dq0aKFuf/++827775r9ttvv/Bl9H0FNS7zc8stt5hJkyaZ7t272+81a9bMfPzxx+bhhx82e+65pw2Y/vnnHxskNW3a1F5G2aZ4b1fZogcffNCMGjXKHHjggfYyjz76qA2oHn/8cRscef3xxx/2+08//bTZZ5997PcUaDVq1KjU+6/gSBkyrzlz5pT4HgAgewiYAABZo8DFS+VsK1eujPhe586dw58vXrzYrF+/PiKgcmubOnbsaD9XsKHARUGSskK9e/c2Rx99tKlTp05ct/vNN9+YTZs2mZ49e4Z/XrFiRbPrrrvajJWfLq/b79atW/h7KvVr2bJlXBkmlf75g6guXbqU+rsAgLJBwAQAyBoFIl5au+NdzyMqnfNmc+TNN9802223XcTlKleubD9uscUWNhs0ZcoUWx43YsQIc/XVV9vyO617ivd2M02ZLAVb3mySjkFB1MCBA8v0WAAA0bGGCQCQN1q3bm0Do6VLl9p1Rd5/jRs3jgiAlCEaOnSoDUC0Bmrs2LFx3Ubz5s3Da6YcZZzU9EG3H3R5BWAKyJzVq1ebhQsXxrydJUuW2ACpVatW4e+NHz/e/Prrr5TkAUAOIcMEAMgbNWvWNJdccolt9KBgQ93r1qxZY4ObWrVqmQEDBtjAReuRVIqnLnf6etWqVWbnnXeO6zaU0Tr77LPtWiWV1jVp0sSuoVIpYFDmR53x9H1dXh35dJvKaHkbOQTRZRXYKRDr06ePmTp1qu0IqK58O+20U9KPEQAgvQiYAAB55cYbbzRbb7217Zb37bffmi233NJ06tTJXHXVVfbnCpw+/PBDc88995i1a9faxg9q8+0aOMRj2LBhNiDr37+/WbdunV1TpOyPdx2U1+23327LBQ855BAb1F188cU2kItF66Z0X9ThT7+z9957m2OOOcYGeyorBADkhnIhb59VAAAAAEAYa5gAAAAAIAoCJgAAAACIgoAJAAAAAKIgYAIAAACAKAiYAAAAACAKAiYAAAAAiIKACQAAAACiIGACAAAAgCgImAAAAAAgCgImAAAAAIiCgAkAAAAATLD/B3oWl7XxIniAAAAAAElFTkSuQmCC", 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V56fPVqXiKm3X56PPQwG3TpBoLHQmlc/ff//99m/oy1/+cvoETKE05lvvQ31ZJxgU4KtE3ZVd6z4FwJknmEQ/v/zyy3ZbJe81NTXbjJvXY1w5fNu2be2JBr2nyy+/3N7Wu3dvW/7tJh7W/tB+10maiRMn2tc97LDDbJ90FGjfcMMN9uSHyuf1fjU2WyeHPv/5z+fs5+p/6o+f+9znTJjIdAMAACAQCvTat29vfvGLX9iAW3StnxUgKWAJmsay6uBewY6jg3QFXMr86n4d4GsSqHw07lW/o2BXJxoUhCtj61UbHE0ylfkY/Y5OZBRbXacAWIFQZoCk4DtzEljdljlut1D9+vVr9BwKYnv27Fnw8yoI04mXpi5NBd06AaFgctiwYUW1W1UM2ucHHnigPSGgEyZXXXVVowBO+/63v/2tzYQrG6xKA1UfKOj95JNPzNe//nVb5aBseT5jx441J5xwgjnggANsEPqnP/3JTjKmoFQU/CrjrkB76dKlNgutxymozq5e0AkXjbNW4K0AXmOvi6HXVNWATvroeZQt//Of/5wOjL3y6aef2hMw2r8aa63stIJgVVe4SgEF6PrsdGJL+0MVFwrmTzrppHTFgU4GKSBXVlxZen2f6DpfVYkml9PflipTwkamGwAAAIHQBFOaiEnZwkwKvFUymjlTcVS4kwP5KEOpGZIvu+wyOzGUTiooy3311VebqMou11Uwmes2BZrigvHMcms3AVZTz93c8+aikxU6AdAUZWLzTYKl0nKVgs+ePTvdZr2egnkNZVCVRSGU4VfwqRMumiFcWVaVlevzdVQerefXiRFVRKj/Kjh23PvUa6uSQBUS2XRCQkG6JhzUiR21X4H4xx9/nM7UKyhWWb4CfE185ugkjy6qjNCJCE3cppMHamsh9FidKFCViehEgN7Ht7/9bTtLu9ql7Hv2TOT62VVT6Fol45oBPDPbnfmYefPm2X2jvxXXl3SbMvc6YaATERoKoH2r8n1H1Qqq7lAmWyecctEJEFUY5Aq4dQJB+1LDLsJG0A0AAIBAKMOqElJltzKDWf2sklxlsYKmwOmee+6xwZPLIisTp0ywDtaVcVRbNWu1C04yaeyylpBSkOL85z//8bQNTvYYa2UNVaarwEiUGfRjThnNgi3KtCoTLM2VgLdUqeXlCuwy94GCOpXK63NS0FwotUFBoQJuUZZW48RVfeBm19fM4Qoi9Rnpc1O5fyZVPCgDruEJCh5zUcCuEnUXKGtmbcleelY/N3Wywt2nkwSF0mtlv47rS+qL6k/KKqvvu5nc9Tr6WUGt6H6dWNFtGjogOsGgkyeqxMh8nYqMKg33s2t3U21p6n3rc8o8yaB2f/e737VDAHQCI7s0PiwE3QAAAAiEsowq2dU4WVdi7sZ0a7xvU5NPlUoTM2UHc5rcSeNyNdGXDtQVSChg0PJIKtVVEKCsvCs3VhCi4Ov99983K1assO1V0KsAQ9ltTYSm7JoO+IvRXBscvY5u08kJlQNrQrLMjLpOaixZssRmDhUsNlXmXAx9Tso0ajI5jb1VeXjmOHYvufLyltIJjEx/+9vf7D7MHNOrz0djfd24ZC13pcys3qM+b2WVVXatsfmOStaV+T7jjDNsVYPGO19wwQW2T7sTSNnjhl3m192ugF2/q+BUWWCVhKtf6f2qSkIUqCrYV5m1xvPruVWyriW1VI4tGues9qq/6QSA+qLaor7pJiYT19/1uuqz+ll92FUSKCuvEnmdSFFmX9l2Zb91uwt41d/UFo2jVlZZ/VTZcO0HUXZafwd6nE6GKDuvfqz34bLTI0aMsO1T2bzuUxCtvqTPWvMJiN6bysQ1tl5j1XWyQtUMOqHlTvTotdX/+vbta9cG15huBdY6kefoNZRF18kWnbTSflJAr33qPieVsuui9ys6WaLHavI33yZcK2i+9TLGkmHhi9NSOlu2bEnNmDHDXrSNeIpTn0My0OeQ1CXDctESTlVVValddtnFLim188472591u1+0TFP2clq6fOtb3yp4yTAtodW9e3e7PNKee+6ZmjlzZvr+Cy64wC7hteOOO6ZOOeWU1Jw5c3Iu01XqkmFnnXVW6jvf+Y5dMkz7bfr06eklw0RLNPXr1y/VunXrZpcMa24Zq+xlpvTZH3bYYXZZNC0J9vDDD+dcMixz+aXM19Y+1H2XXHJJs/vCS7mWDNNtmWGQlgPTe9LnpyXU1L4bbrih0fJVbimsY445xu4DLc+l5bU2b96c97Wz96seO3LkSLskm/qR+tOECRNS7777bqPf0xJbepz+RrTM2qBBg+yya85jjz1mPwu9Ly3NpuXq1F+yl77K1ef1mo76l45ZtRSenkdLyKmPZT/Ptddea/u8+qaWEFu2bFmj+/WdoN9Tn2zTpk3qxBNPTL3zzjuNHvPwww/bpcjUZj1OS5W5JcWcu+66K3XggQfaz0D76IQTTrD73HHL9qmt2jdHHHGE3RfNvWddMr9f9DfQ3GO8XjKs4v83DnnorKvO4OjsaDEzIMI7GjPkli/IHhcUNTpz586a6axldpkM4iFOfQ7JQJ9DHPqcMkvKtinTlD0mu1j6X6lJ0zTOU5k5ZcqCnrU8bjRLs8a9K9sXRzpG0nG1jqc5PkKc+lxT332FxoqUlwMe0h+01m0EAAD5KcCeNWuWKVcq91V5q5vtHECycZoJAAAACJACbs327NYxBpBsZLoBD2m2TDdzpZZdcJNQAAAAOJnLLRXKreMMIH7IdCeQlpgYM2aMvUbwQbdmS9TFjyU7AACIUwm1xm7rGo2ppFwl9pSWA+WBTHcCaemI++67z25r6QAAAICwSqiFSdIAlDMy3Qmj7PaHH35o+vXrZ6/JdgMAAC8VuvCNSqe1TnExJdQAEDVeLPZFpjthtIj8kiVL7ML3tbW1NutNthsAAJTKLS22efNms/322xc0KzcZbgBxp+88KWVJT4LuhFBGe/LkyWbFihX2ZwXcCrxHjBgRdtMAAEACaHJQZa7Xrl1rf27Tpo2pqKho9Jj//ve/5pNPPrHzmnTv3j2kliKqaybr+FRrHrNON+LQ55ThVsCt7zx995UyQTJBd0KMHz/eTlYi+geoTqJOduONN5pJkyaF3TwAiN2JTFUKTZ06lWohIIMrFXeBd7YtW7bYg9Tq6mrz+uuvB9w6RJmOTT/99FNbJZF9sgaIcp/zYpgMQXdCDg5fe+219M8qfVDALW+99VaILQOAeGJCSiA3Hbh27tzZdOzY0dTV1YXdHMSI+ouGQA4bNqykMl0gyD6n3/NiCeDEBd0qa7r77rvNAw88YF5++WU7rmiXXXaxB00XXnihOfTQQ00Sx3FnDvB3AXfr1q3N5ZdfHmLLyo/O7J900knpbQDxpAx35jWAxnQQ6sWBKMqH+kt9fb3ZbrvtCLpRdn0ucVHBtddea37yk5+Yvffe24wcOdLstttuZtWqVTZjocu8efPMKaecYpJIQZ46lmg899lnn20WLVpkZzInUxMMjRfp27dv2M0AUCJ9Z/K9CQAAvJC4oHvgwIHmiSeeMMOHD290+9KlS83RRx9txzePHj3aZoGTYuzYsWbZsmU2w61JTRR4a1snGJTpFw4eAaAxxm0DAIAgJG7qwDFjxmwTcMvQoUPNkUceaT7++GPz0ksvmSSZP39+uqRcEwVoW+OtLr74YnuCgfLIYGdJ1AzyumgbQPTHbesaAII40afjVF0DKC+JC7qb4mr5kzrWtkOHDnYM94knnmjHtSurf++995LBCZCqDP7whz/Yiyv1BxA9Ouj98MMP7QlZd2Iy84CYg2MApcj1HcKJPqB8JTP6zGHNmjXmkUcesRngAw44IO/jtNSFLs6GDRvSs99FdZbOH/3oR2bOnDlmypQpZvDgwebMM8+0t0e1vcVy7yMO7yezjdpmSYx4ilOfQ8tcddVVdtjRCSecYIcl6bPWbQsXLkxXqbht3e83+hyCRp/zV+b3ifsOOeecc+zPui7H/U6fQxL7XKHPXZHKnPY6obQzjjnmGDtl/K9//Wvz9a9/Pe9jZ8yYYS677LJtbtf4aI2XBpqydevW9PAFndxhZlcgmlauXGnuv/9+M2rUKNOnT59Gt/Xv3988+eST9rbTTjstfT8AlPIdAyB5Nm/ebMaNG2fWr19v2rVrV75Bt84oKshW0DxhwgRz0003Nfn4XJnubt26mQ8++KDJHQl/T5poFvYRI0aEPt1/czSefvbs2Xb7/PPPt7PII37i1OfgvZNPPtlmqJQF11CdINDnEDT6HIJGn0MS+5xixV133bXZoLs66QH3N7/5TRtwK1txww03NPs7mtU818zm+qD4gghXHD6DzHNYcWgvmsZnWJ4uuOACu/yfxnoH/fnT5xA0+lx0JXWFBfocktTnCn3eyiQH3GeccYa54447zKmnnmpuv/12exBVbpgMCAByfy/OnTs35/ejDm6ZhBJA2Jh4DUiO6iQH3Bq/fcopp5jf/OY3ZTu21n1hCweQAPB/34vLli0z7777bqPvx6RmlgA0L2p//25lBZZ+BeKvOqkl5Qq4NS7vzjvvLNuAW3r27GnHFesa/lNf06QpbhtA9LgDWI3x0livzANaTlQC5auUv38/AnY9D99DQDIkLujW8lkqKd9xxx3NPvvsY6644optHjN69GgzYMAAUw40nl0Tw+naTfAF/yjQLpe+BcRV5oHspEmT0gfM06dPtxOhZK7dDaB8lJJZ5oQdgLIKut944w17vXHjRvPjH/8452N69OhRNoHRxRdfbC6//HJ7DQDIf8CsZSXlxBNP5KAZKEOlZJYpBQdQVkG3JkzTBf/L3MyfP9/07t3b9OvXL+zmlAUNb3j11Vftdq9evcpy8j4gjnSg/OGHH6a3ASRjXHRQKAUH0BQigjLI3OjCzJfBqK+vN3fddZe9aBtAPFZ10MHy4sWL7YUDZ6DlmHEbAMog041tMzcao6hrHWByMAmg3DH2EvAPZdYAsC0y3QnmMjeauXzp0qWcdQZQ9nTyUSchmSwN8Afr3APAtgi6y4CWxenUqZO9BoByLifXyUedhOzQoQNBAQAACARBdxnQZGrvvPOOncE8cwwjAJTbGFNlt7VsZLFZ7lzjwAu5D0Ay8HcOoBSM6S4jKqmcPHmyeeGFF8JuCgCEMsa0pTMMNzUOnDHiQPLxdw6gFGS6y8DMmTNNdfX/zq+sWLEifZaWs7YAym2MaUu/95rKkLc0ew4gPvg7B1AKMt1lQAeaffv2NcuXL7fLWOlsrW7jrK33qqqqzHHHHZfeBhAtLf3ey5chL9c1iYFywzrcAEpBprsM6KCwffv2pn///mbYsGHps7RMsOY9BdoDBw60F4JuIPkzl2eOF6d6COUsKv0/yHZE5T0DiD6C7jLgZutV4K0Ze51FixaZd999114DQBL5PXN5ZslpZgAOlJuo9P+WtKOlwXNU3jOA6KO8vAy4jI4yPAsWLDBLliyx5eaHHHIImW6PNTQ0mDVr1tjtPffc01RWcl4LCJMOhvW9t2zZMruCg3g5JjNXySljPlHuExbGrR0tHXYSlfcMIPoIusuAOyjUGdxRo0bZ4FuB91//+lfz2WefmRtvvNFMmjQp7GYmgsbM33HHHXZ72rRppqamJuwmAWVNB8MKuLVsoqp6NKGal3KN6XZZL8Z/opxEZcxzS9rR0uA5Ku8ZQPSRhisDrmxKlOF2FHC7Gc2HDx9uH8f4JABJogPiu+++25x44om+ZKOyy0spNwXivcJBknBMB0QHme4ykFk2NXbsWPO3v/3NfPrppyaVSpmKigqbnVXm2x0kMqM5gCTxMxuVnSGj3BRAVLBKDRAdBN1lIPMgcPr06Wbz5s32Z5U+d+zY0bz11lt2krXMg0QOGAGg+ICeclMAUcFJQCA6CLrLQL6DwNraWpvxlupqugIAAEBSxOEkYK55MYAkItIqMyov1xju7bbbzo7p1szlmtlXk6tpkrW6ujqzYcMG+/PixYvDbi4AFIQDNwCIH0rgUS6YSK3MaPbejz76yGzcuNEG1g8++KDZsmWLad26tf1ZAbesX7+eyTcAxEa+CcyYSAgAoksnSkePHk0JPBKPTHeZcV9qjz76qL3WZGrDhg0zr732mvnvf/+bftymTZs489gCVVVV5phjjklvAwh37CJZFACIrjiUwANeINNdpstiXHnllaZz585mwoQJZtWqVY0Cblm7dq3p1KmTLT9H4RRou38gBN1AuEv+KLutCp6hQ4eSRQGwDSphAASFoLtMTZo0ybz99ttm9erV5p133jHt2rVLB4maVG2vvfayt19++eX8MwIQy4NoZbmXLl1qOnTo4FsmhYN2IHnDUgDAa5SXlzmX/VFGe/78+XZ75syZ9vrkk0+2gbf+GVH6U5iGhga7z0SVBJWVnNcCgpRZTh7EcjmUrwPxxZJawXAnQc8555ywmwKEhqC7zLlSaGVqlBHSZBYyefJkO667V69etjxTX5gcUDavvr7e3HLLLXZ72rRpdi10AMk9iOagHYgvxhMHw52cVGLijDPOCLs5QCgIurHNgaO+HJcvX25/3rx5s3n11VdtEP7CCy+E3EoAKPwgWicT/c5Cc9AOAIUdYyrTvW7durCbA4SCoBs5Dxw11vutt96ya3kre6ttAIjTOt1koQEgOseYdXV15oEHHgi7OUAoGHCKbeiLceLEibY0+stf/rIdm6wJ1QAgLhMi5QrCvcYkagAAoBAE3chJQbYmBFu0aJEZNGiQ6devX9hNAoC8FFxrTgpdKwjWRJALFizwdVbiQmY+JjBHuaCvJwufJ+AtysuR08UXX2wvKi/XgasmU1u8eHHYzQKAgsZy66ShqnT8LC1vrnzdBf9uRQPGfiPJmMk/Wfg8AW8RdCPvOt7KcivgBoA4yQyG/TxYbG4SNR20BhH8A1EQlTkUghhaUg6i8nkCSUHQjbz/tJTd7t+/f6Pb+AfWtKqqKjN8+PD0NoDgRWVG8aCCfyAKovJ3R4Y2WZ8nkBSM6UbeksglS5aY9u3bm7Vr19ptP8dGJoUC7SOOOMJeCLqB8qYD1nvvvTd94JpvjKT7zl25cmVILQWSOb9DPoxXBhA0gm40WRIplEcCiLo4HETnm3hNPy9cuNDcf//9obUNSOrJrpZOgggAXqK8HM2O42FsVOFSqZR5//337fZuu+1mKioqwm4SUBbiUFKa/d2qEwTTp08369evN4cffrg5/vjjQ24hUB4YrwwgaATdaHYcT1QPYKOorq7OzJ07125PmzbNrnUOwH9RP4jONbmTftbQHRk1apTp06dPyK0EygPjlQEEjfJyALEozQVKLSkN8+8mVzmrAvBhw4bZy5QpU3xuLQAACAtBNwpCUJZsjG8D/P27cZM7jRgxIv1dqhMEixcvtpfBgwcH0mbAaxwfIBt9AtgW5eUoiMYdqgxSy4jpABHJEvXSXCDufzeunFUHolEfe47kCGLN6jjMp4Bg0SeAbRF0AzAvvviiWbZsmb3mHyTg37hQTnAhacEPfRrZ6BPAtgi6UZCZM2emz5YjeS6//HK7NJyu+/Xrx4z1gE+YwAlJC37o08hGnwC2xZhuFJ0JRfJcfPHFpkOHDqZjx452KMGCBQvMySefzHgsxEYYYwhLfU3GPSLOEwzSfwGgcGS6UXQmdNKkSWE3J7KqqqrMYYcdlt6Oy3g/Te6k5c2WL19uWrVqZdq3b28/b93H2WrEQRhjCEt9zczf/93vfud5+wA/MW4XAApH0I2CM6EKuHWN/BRojxw50sTtoElVDAqyKysr7VrjmzdvtssYMZwAcRHGGMJSX5Nxj4gz+i+CmKgPSArKy1EQjfMdNGiQvUZyKMPdqVMnM27cOHPiiSfatYJbt25tA2+Vm/v5T5TSxOhIwmcRxjrdpbwmB6uIuzD+5hAtLDcKFI5MNwpCGVlhUqmUWb9+vd1WiXZFRYWJskWLFpl3333XrF692h48yd57722rGhSQ+4k+FR18FsFjnwOIO6odgMIRdKMgfLEWRhnia665xm5PmzbNjpOOMgXWKi3PDLBdIK5rP8fv53pthIO/7+CxzwHEHbOUA4Uj6EZB+GJNJhdgz58/324rAAgqGAgquEfz+PsOHvscAIDywZhulN3YT/yPPsMPP/zQDB061P7sxmUFNU5PQf3o0aPJ9AEAEAEc4wH+IehGUZg0Izn0GS5dutROmDZz5szAA2Am4YGXOFgEGuNvAsXiGA/wD+XlKArjEJP5WWaWujKrcvnIXKfdDS+I62fOxGRAY/xNoFgc4wH+IegGypQLtBV4DR8+3N6mjHdQB2oE9+Fx+17DC1TtoAntNL5e4vpZcLAINMbfBIrFXBOAfwi6UZTp06ebJUuW2IP1xYsXh90ceBR46TMVFwQHcaBGFiY8bt9rPL+GFWRmuuOIEzjx2C9Ra0/SEUABQHQQdKOoA6YVK1aE3YxIq6ysNAcffHB6Oy6B17Bhw3KWmvuJLEx43D53wXa/fv1iPYM8J3Dy75cFCxbYSoa777479H3D5wQAKFcE3SiYy4oqmDzkkEPCbk4kVVdXmy9+8YsmjmO6g0TGK1zuxIomWUpCEMQJnNy0PxRwv/POO+mVCcJuT+Y1AADlItqpOESKDpRat25tGhoazLx588JuDmKMGVKjISnLtjETfm7aH8pwn3jiiYF9xk3NmM3nBAAoVwTdKJgOlObMmWM6d+5sLr744rCbE0mpVMps2rTJXrQdZWEFvpnrg8c92Is7FwRJnJcWYmmk/IIOdDmhllz8nQFAy1FejqJo3Gecx376ra6uzsyePdtuT5s2zdTU1JioCqvU060PrgwrGa9oyBxr636OU+k/Y4WjgxLy5K92IPydAUBxyHQDZSqsUs+klDQnKWOV+ZnEIVPZVPsRze8VsqTxlXlSK/PvjM8UAApHphsoU2FNZuZeywV1ZEzCO4hW5qpDhw62D7gycyeqAaz67cknn2wnB8ucFI5+FK9qhHKbTDHO7zffpJtUmABA4Qi6gTIV5gETB2vhyRxTL9mfQ9QDWPUdBdyaWyKqJwbiIOggMLvsvJjvgDgHrGF953m5z/J9JzCUADCJ/+6Cdwi6gTIV1gHT3LlzzZIlS+za0BysBW/69Ol2/2tt9pkzZ6YPCOIizKXuknSwF3QQmB24FfP9k4STdEF/35a6zwoJFqJ+gg4IWxK+u+Adgm6gTIV1wHT55ZfbTOvGjRsDf2003weifmaeA31vDvbCzlIW8zmG3dY49tvm9pn+zq+66iozaNAgc/zxx29zP8ECULokfHfBOwTdAFqkpcGZlpubMmWK2bJlS3pct65HjBhhFi1aFNlgLymay27H8WA76icKoniwF6eTF3Fqa1z2mf5eFi5caN57772cfYRgASgd313IRNANeKiystL0798/vZ3kQEW/u2DBArNs2TJz9913F/wcWnJOpeXutV2Qp+d599137WP4JxXeQUAcD7bjeKLAb3GsYkBw1AcaGhpspjsXggUA8Fa0owJEGsuFbKu6utouqaKLtqOs0KWh8n3Oyky3bt3aTmpV7PJSmcsKueWelAFn2Sd/ZX+WuT7bzM8min/judpU7kuGFfo5xWE5OARDf986WdqnT5+wmwIAZYGgGy3mMp1avidKB+UojILmTp062evmJt7S56zrTCoFV4l4sbNIZwcILshT9hv+yg66cgVh7vPRhHf629Zn72WQVmogn6vNYa05HxVun+hvtKl9G8TJiSieqAkb+wQAEO1UHCJNB24qCXaZznI94M2USqVMXV2d3W7VqpWpqKgwUaWgWeXculbJd7EUrOvzV4a6mM8+33q9mlxt6dKl6dvhvezS8Vyl5Jnl/n4szVVqKXgcy9/95vaF/obcvpXsUvIgSob9LPWPa3k8wx8AAATdKEnv3r3thQPg/1HAPWvWLLs9bdo0U1NTY6Kq0OAl18RbyoK6ydCKDdpzrderbGqHDh3s2tH0Jf9kB125gjC3//2a2K7UoDmzzXENwrzm9onbH/rsVKWgkybu/qDk+3y9+KziGrwGcaKIvwUAiDaCbrSY/sErM6lyRf7JR5cOxlxpuALoYj6rfAdyWvZLAbfGdJd6IJlZMaHAm74UrsygtiUVEMU8f6niGoT5xe1blTL7UaVQTBuyv0cKPQmQ/X0l7jsorlUOQVcYuJ8JwAEgOgi60SI6MFIpo8bh6lo/8889erIPdjOHARQSsOR7jErKFXgXW1qe6+DbTeijA+3svkT2xjtJ3JdxDcKC3C/5Pusg+4Nep9CTAHrskiVL0tvivoPKedx+MZ85J6MAIHoIutEiCpB0YKTM5IsvvsiY7ohyB7v6nLp27dooqC0kYMn3GGVAW5IFzXfwrfaojW6CrMwTAy1Zlgzb8upAvJRgza9Az30HJemEQin7s5DMapCBWSEnATIfq++pzN/L3o6ToE5uNDVUBAAQPoJutMj69evt9WeffcY43AjLHJ+rzPTy5cvTQW0hB+b5HtPSA8mmDr4z26ryWF3r4FvBOJP1lc4FM4VWpmR/xl5MeFdKoJerz5X7Gu/5JiUsNLjNvI5KebUet3jx4sRUZ4SRdWaNbQCIHoJulGTTpk1mxYoVNvNd7Hhh+M99Hq6kOzPDXMoBbUsOJAt9vfnz59ugzgVSOqmjwJsTO6XJV01Q6GfsftbnUeyyU5kTfEmu322uf7jXdydiMsf4Zk76Vk5yTUpY6N9lFAOz7D6QhDLppk5uRPmkQpTbBgBxRNCNklRXV9uDYJWaK/B2GQpEQ+YYagXcKtEWZZILyVjmO/Byy4U1t8Z3puZKxbODOj23AnDhwM8bxWQ3m1perJRx/BqXm0tTAZabQ0J9I98YXz8mfYvTrOWuOkSidPKhkOAtXxVFEsbsN3VyI8onFaLcNgCIpRSatH79+pR2k67xf4YNG2b3S//+/VMdOnSw27rND7W1tan77rvPXkddXV1d6ve//729aDtsJ554ov1sOnfunJo6dar9rNq3b29v07Y+syeffLLJ36+oqLDXhdzeFL2O2qHXzvV7ul+3Z7Yns/1NtbOc+1wQfvnLX9rPQNe5Pqem5PoMcz1HU8+b2d+Kff24KKXPteTvMSiFtM09Rt9HSfxs8wm7LzfV58JuG5KJ/61IYp8rNFYk6G4GQXdu7h+yDsJ1oNRc8FYKvqS9CZZcwKuLDnDzBb+FHHhl3l7MwVkhj9V9OpnTrl27VK9evdIndYIMKOhzjbm+o+tiAzx9ntnfEU2dTCk2IE+KUvpclPZPdlsK/ZuPSvvLCd9zCBp9DuUcdFNejpJK5oYPH25Ly4cNG0YJWgRpnKvGRetay3t973vfM/X19TrZVtDyPWHMgqxhCprwTTZs2GD7FmO6wx2j6ZaIGzdunHnuueeKmjwxcyy5Plttu+EJuSbIy9Wfojj+OEqitH+yP79SJmwEACApCLrhySzm7hrRkj0OV2OkdZKkXbt2pmPHji2eAC/zwLrQcZe51uhubr6Avn37hjJB39NPP22uvPJKs9NOO9kTS0lQyskRt0Scxg2r/+iETTFc39CYXdcGjet3JwFyPZaTLPGc7IrPL3hR7AdAlPA3gkjwLdeeEJSXN01lwG5st1/iVI60ZcuW1IwZM+xF21Et9XSfW0vLtltSDlro+OwolJqOGjXKtvXwww8PvS1e8WK/Njcu3+82RKFvROl7LspjuZMyfCoO/a2l/SBO/1uRDGH1Ob4ry1ct5eVIivbt2ze6RrTkK/V02duWlG3nW7+5uTPIhc5+HYVS0ylTppj33nvPlrc/+eSTNkMb95n5vdiv+v18Gep8svtHoTPlZy4z5maxl5auEZ5EpWSVyfw0X5ETl/XfqS4AmsbfCCLBt7A/Ich0h595itPZ+Khnupu7vZiZ691s9X6dQQ4zq+n6nDLdfs7MXw4K7R/Zj3M/Z04AmOTZrYP+niPz03xFTqmZ7qhXZsTpfyuSgT6HoJHpRmJEISuJYD+37HH8mWeQm8qeFZtZi8I6sVdccYW55pprEnF2PKzMZnP9IzOjLbpWJYb6lyZsGzt2bDrTHcb4/qQi81NYRU4p679H4TsMABARvoX9CUGmu/ilqcr5zGjUMt3ZWWm/nzM7e5aZ6WnJUlNhZYmeeOKJ1KBBg+x1UkQhs5mrDdlj/d3PQS8TF7Y4fc/FVVPfKX5838Q10x31diO++J5D0Mh0I3G0nJDGwOm6lMwAvKMM4ooVKzx/XmUb843pdUtBuaxlS2Y5j0IVxZw5c+z7OPXUU+0Y5iRkqYLObKr/aXb8zAx1rjZoO3P5MP2sMfSifqQZ0xl3DC80lXn2Iysd10owMvQA4D2CbnjCreOra0TnwEnBi5Z3UtAT9LrgOvmSXaoZlwM4TaSmpbFyrSMdV0Hvf+037UO3nW/N5uzJ2fSzm7ROATcH/wjixBPl9v+HfQEA3iPohifcOr7lrrKy0vTu3Tu9HaZCZwsvRnNrbWcfrLkgS7/nZkyP6rjczPHGgwcPNhdeeKHNwHLg2TKZGevm9mG+EwLuOXTR5xPFfoP4zIre1ImnOJ0U9Bv7AgC8F25U4KPnnnvOHH/88WannXYyO+ywgxk0aJD5/e9/H3azkHDV1dVm3Lhx9qLtMOmg6d577/X04Enlwgq4cy011tTBtst66qJtr8ydO9d06dLFXntVUqnrp59+2tx///024+1OGijrquu4CuM9qJ+UcpJFv6fn0DJhXvabpAirXzb1upl/R1GXhL9rAEBMpBLoscceS7Vq1SrVtm3b1IQJE1LnnXdeqnv37naQ++zZs4t6LiZSCx8Tb7SMH5PhFDuJmh7Xv3//9EU/e9ket5yUrr3cX6NGjbLPq+uoTEJWqqDfQ6Gv11w/LZdJnVryPRdWv2zqdeP0ebn34cdSdHHYD/xvRdDocwgaE6n5qL6+3kyYMMGW9iqrNmDAAHv7JZdcYgYOHGgzdSeddJLp3r172E0FYjcZTlOTqGWXlmeO6RVlLNu3b2/8nkugJeWtmZN+yTHHHGPbruukjHEM+j0U+nrN9VNKXfMLq1829bpx+rxc+zV8wevvSiYjAwA0kkqYhx56yJ5tOOOMM7a57/bbb7f3XXbZZQU/H5nu8MXpzKiWCfvxj39sL2EvGebnMm6FmDp1qq042XXXXVM1NTUlLwOVL3OUfXtLsn/Zy1RlZ7rhnzhkBIMQp++5pH2G5bhcWNz7HOKJPoegken20RNPPGGvR44cuc19xx57rL12M+MCfqirqzNRkD2TuBeayiJn3ifXXXed3ReffPKJqa2ttZnuvn37tjgrly9zpAy1Gy+ucdgtyf5paSr9fteuXe3vqWLmvffes2O6C3nvaLk4ZUaRzKyuH32Qfg2UH44T0JTEBd2rVq2y124G6UydOnUyO+64Y/oxuWzZssVenA0bNthrBQ9RCaaiTpNQaZ1jBSyaBbpUbr/HYf9ntlHbFRUVobXlnHPOMQ0NDfbaq3131VVXmYULF9rn1XCNXPe9//77ZuXKlfbvqKamxpx11llm9erVtlT7kUcesQFtS9qT6/2or7m1yFUiqjZo+anf/e539rZCX+ehhx4yH330kTn88MNt+37wgx/YkwWZbW3qvZfj3yW8FYfvOfWhH/7wh/Z7TcM6XD9yf5tHHXWUGT16dCz6WJL+Hlr6XuLQ55AsSe9zcT9OSKK6APpcoc9doXS3SRBluJXZU2Ddq1evbe7fY489zMaNG8369etz/v6MGTPMZZddts3t8+bNM23atPGlzUlz5ZVX2qWWdt55Z7vsUp8+fUwUKTBUZnT33Xc3jz32mM3ETpw4saT2bt261bz00kt2+4ADDjBVVVUmDA8++KCdrf+rX/2qOe644zzfZ6NGjdpmP7nXbN26tc2wizLbP/7xjxv1C60kcNFFF3nSHvecbdu2NXvuuac57bTT7O352ljI/lq+fLl9TnFt1fu+88477W16jaj26ab4sf9b2lcQz33q+pDk6kdB97FStKStQez/lrxGnPY7kGRhf0cjHJs3b7arFim2bNeuXflkuks1bdo0c9555zXKdHfr1s0G803tSPwfLdN26qmn2qWlvFjnWGeQdCJFJcCtWrXyrJ233XabefbZZ21grIymMpultldl1C7o1nAGZXrDoHLyjz/+2Nx+++32s/Aik6NsivaPDvByPZ/257p168wuu+xif9ZJjOuvvz79WPULrzNLuZ5T64jrc9XJlEI/S9d2nSzQ+1OmWz9fccUVZtiwYfZ+ZdQ7d+5sDjvssFhmxvzY/4X8fRXzOZSzQr7nwt6n6kO5Mt2Z90cle5wr+5t5m/7Oi21rEPu/Ja/R0v3u1/9WoFz7nJYq5v9d+fW5Df+/Kro5iQu63ezI+TLZ2jHKwOajLJ0u2fRBJfELwmtaL1kHY8OHD7dj5xV4erXfvP4MLrjgAjvL/cMPP2yDbh1IltrezMKRMPuMZvPWAZhKvK+55hr7eZRKz6OyKe2zXM/n9qe+2PQFlz2mSb/jRTsyx06pTXpdcTONjx071rZDr1/o/ndtd21+/PHHzQMPPGADbj2H7v/rX/9qTyR5tT+D5vX+L2af8t1ZuKa+N8Lep+o/WjO9qfuj8reR+X1VXV1tx1lqCIrar9vuvffeotsaxP5vyWuUut85vkHQ6HNIUp8r9HkTF3S7sdwqLz/ooIMa3acslkrLGWfhHwXcCkw0plYB6Pz58z2bxMtrL774op08S1kCnQlTltrLScfCpPfQr1+/vMt7tURzE5RlThwUxD7MnLxJ3PJk+tvXSQfd79rVnMy2K5jXuCyVauqstbtfY8W93J9JxmQy/mByrpZ9X7nviqFDh9ox5y39Gw5i//MZA0AyJS7o1tneWbNm2eylMl7ZkyW5x8D/DGscThAo8yHKaKocutSAStlytwZ8WJOouTWnVe3h5brY7kCwkGA2iKAr+ySAPkuVgOukjz5bN668kNfPbK+ulSHT7OWZ/SHuB8N+fSa5njfus1nHASc2mpbr75V9BQAITSph6urqUj179ky1bt069fzzz6dvX7duXWqfffax6wW//vrrBT8f63QXT+tCd+jQIdW/f39P1ij1a409tbNdu3apHXbYwbO2RsGwYcPSa06Xsi52LoWugd2StbK9XBtXn20xa+Rmttetbz5x4sRErSXq12eS63njsEZx1BT7PRf031icPtM4tTVMrJmMoNHnUM7rdFeahNHYrVtuucVO16/s5be//W17drt///7mlVdeMTNnzjQ9evQIu5mJzr64DPLatWtNlKkEesCAAWbTpk12xmqXwY07N5/BDjvsYP8GvCyH1nMVUp5Z6ONaOm9Aly5d7LVXMtvr1jdXn0gSvz4TjeHXcoy6dpRN1JhZsor+ybXf/eSqF3J9T+p7f8yYMfY6Cppqq1ei9p4BABGXSqhnn3029YUvfMFmMrfffvvUwIEDU/Pnzy/6ech0F0fZBe0vVRp4lWX16yyVsiDKyKuduk5aplvXSaQstN6f/ra1rcx0dvZPt7c0C6h+MGrUqNSsWbM4G1/E37z2eVL+hsLQ3PdcdvY2SpnusCpbwsx0N/eeg8q2l/I6ZB0RNPocyjnTndig2ysE3cGU94bxB5MrWCj1QGnLli2pn/70p/ai7aCp3Qq2dUlqAOTKv9u3b5/+/LLvmzp1asGfY67PnAODwmm/uRMhUQm64qi5Ppcd5AVZQt3ca5VjOXf2ew7rpEgpr8P3HIJGn0M5B92Jm0gN4VNpuWYtVyl/lMtLVZapdac1+ZuXE0Bt3rzZhEXt15I4KiOO8r4vdViALueff7657rrrzLhx49L3udLw1atX2/LmQjDpV2lyzezOJF/+TxwY5MR+Tf2NROmzDrIt2fvf7SP9/9OknK7s3+/VDppbVQIAEA0E3fCUZs12SzfpICTsg7CmuAAtc5kwF4gHNU7S6wNNXXTQp4tuj/L+L5UCay3zputSDkA5aPUvAHH3oXRhzp7f1N9IlD7rsNqi71p952pJMnFtKPTEXynivqoCAJSLxE2khmhM4qWlqqIexGRPLOUmgdOSUwrE4yJz0iAdfCnLomx3UiaGyzeBkU6MZE8MFtQEXvkmc4vy5EpBts3PifQQvKb+rqL0WYfVFldhpO9eVXhFZX8AAKKDTDc85daF1mzxUT/7nis7p4C7c+fOsTpgys5CJT1zq89pwYIF5oEHHjBz5swpeb3wlmTH3MkZXbsqiZY+V1CCbBvZt/IRpc86rLZkfudGaX8AAKKDTDc8pbP8J554or2OuuzMnw6YtMRW7969TdyotFGl/cq8RmV8pV/03lq3bm22bNlig95Slw5qSXZM8wDo5IyuS32uoES5bShOlCsqylFYS+TRDwAgPsh0w1NxOcuvg5STTz7ZZiuz260x6aNGjTL3339/LN6LAko3jn7VqlV2nLrEoe0tofelDLcC7uygN1shY/Rb0mfdZG5ePFdQotw2FCfKFRVRFKXJ3rxsO/0AAOKDTDfKUq5Sch3crFixIp05bsmY6IqKCjvWVxdtB0HtVzm/xhNqJu9yyGYq4H377bdzBr75JssLApmn/2E/+IuqheIUUvESx7bTDwAgPgi6UZZ0kKIyeC11lLlcmFvuRWXmLTmQadWqlZkwYYK9aDsoa9eutW1/7rnnAnvNOCjkoLQlAWK+31GJv8ab67rU14grV0Wi/RDHICcOwipnjrp8f2dxDk6bajv9AGheOf3/RbRRXg7kmQwnLhTgKWuvkwWaPV6l5grAFy9ebMpdISXVxZZo5hqa0Jywy0CDLK+N64SEiL98f2dxHloR57YDURD2/1/AIehGpClYuOqqq8ygQYPM8ccf7+uXcNwPbrp27WreeuutsJsRO8XO9t5UUKkJBF1wW8prxPmgI64nrxD/MdFh/535LS6fAxAlSf9eQHwQdCOUg4Ts2/WzK8lV4JJZ8r1w4ULz3nvvefqF6deXcF1dnbn++uvt9uTJkwsuMW/pwZQrl1I5vCxfvtwGg3GYPT6umgoq8524CfuEDgcdKIdMUdh/Z36Ly+cAREnSvxcQHwTdCGRNZc0gnTl+WgG2yqB10Szh7mf3O+5xChIaGhpspjsOX8KpVMqWeLvtfLJPMrT0YEq/t3Tp0vSYv+yxxGhesfu+qb5T6EmmJB90EBgkDydtooHPAQDii6AbvtLBgQJuleNmBtNO9izhNTU16eWdXGDaVPDaUmEHQZnLfGWWIxd7MJWdddW4bjfTLQFP8Aey+QLOcgpECQySh0xRNPA5AEB8MXs5fKPAViXWmzZtsktaZR6Ejx071gaI7nZle1UWXVtba9dfnjt3rl0rW4GpMrnKhidpCZnMZb6aWkO6Jc8b11l6w1LKDMDqp1oeTte59r+bNVWfcZifS5CztzKjcnIw62908dkAQLyQ6YZvFNBqjLGsXLkyfbsOEhRYK8utscju4Pziiy82U6ZMsVlxd7+0a9fOBuBJy8a5Zb60hrQuLS0vd7/nfmaSneCon7r+qjXDXSbKHRDr89VJI1EgGpYgM+1hV5HA/+FBCF85Vc8AQBKQ6YZvdNCtgFmUwXZZ5VyzP+tAXUH3li1bbPZX2+3bt7f39ejRw/Tp08fTtr344ov2QFLXYcjeBy3NUCuD2qlTJ3sddva+HDNG6qf6DHWdyX0WGt/vPp8wBVkBQT9MDvUX9W83PAjRQVUTAMQLmW74RmffH3jgATsuW8GHsn4KbBSAqGy8Y8eONujVwZzuc5ntvn372uvNmzfbaxe4lyJ74rLsDGUUZsBuSbZi/vz59n3o2s1YzkFYY/lmxvciY6S+k6v/uM9AfVp9XJUMYfSzMEShigTeVSzohJL6L59ntDC+GwDihaAbgdD60So1zwywdVHQ++6775qhQ4faMc56nMZ763Ytv9W6dWtzxRVXmHXr1nk2cZkCMAX8yr5nZyhLVVFRYXbbbbf0di4a/3vRRRfZ+3v27GnbphMR7sCWAyl/J61z5d+uBNrLIDHzeVVO7n7W56tsepgT9wVVikowkAyZfSbMoREAACQBQTcCC3hcKbXLOiqDreC3d+/e5pBDDjHXXXedLS9XwD18+HA7lvDss882gwcPthnzUuh1XSZdlH1UaZ7X2Uety33WWWc1+Ri9vw0bNthtvWcF/yp118kHKSZg0QmKVatW2WvG+OX/7FevXm1P6Lgy7+yAwqv9lW+MfdifDdlnFIs+AwCAdwi64SsX7Kq83I3RdoGiKy9X8Dtv3jwbcFdWVtpy6cWLF9tgVMGSV9xM4SrF7tevX7rcPeggSNl1l+k+7rjj7HsdN26cfa/FHuAqO65gPbP8k4PkxvT5qqLAlXm7z17VFdpXXk78lfkZZAbaYX82ZJ9RLPoMAADeIeiGr3TQpqBSpbWZkyspsFZQ7QIgBZ0KvF3wqSBJP3s1AZULgFxGWZNbufHkuQ4s/ZyBWe/56KOPTgdmas9zzz1nTwoUQ23MDB45SC48GNaM4jrZo/3l+qaUuv9yfQZ8NgAAAOWNoBuByM70KfhV4F1TU2PHej/77LNmzpw5ttxbwaSWCFNAqaz0mWee6cnr6/nefvtts8suu9jydZ0MyBfUt7QcWOPQb775Zrs9YcIEW27e1HNnTrhV7NI8KtNX6X7msmsoLhjOdd1S2Sdq3OvpNpdlZ8w+AABA+SHoRig0jlvl5S7gdGO5FXS7yda8ppJ2BfpuHK8y7flmlXZBerEl6KlUyrz//vvp7UJmLtdFk6vpxIPad/LJJxcUeKtkP/Maxc1k7mVFg55Hn5vrX26yNndbS8fse4W1swEAAMJD0I1A6IDfZXIVbCu7rXLqjz76yJZbr127Nj2TeObEVxr/7QUFWgp+qqurTX19vQ24M9cJz+YCE2WS9bvKivuVdVVApBMOOvGg2drdmrjNBUdujLy7RvEzmYsXpeW51p7PvC3sZZfCnsgNAACgnBF0IxAKNlxJuQJe6dq1qy2NzpV9UxCuLLMCFS/Kyx2tAa4gNXNit1wUCK9YscKz120q69jS4Cxz5nIUxq0Rr76XWdpf6qR6udZdz74tzHW6w57IDQAAoJxVht0AlAcFHSqZPvHEE8348eNtgDlx4kRb5q3xrl26dLEl1plZaWXCvQoSZs6caV9br+kmLHNZ7Fxcibvaqd/1I+voMq16jzr5oJL7Ymi8u/aTrtE8V1Ggz1UndRyduFBfcJ9HS/t39tJjuW4LS5TaAgAAUG4IuhH4gb9m6s4MFhUI6WddZ2elvQoS3Gsri6yAV6XrzWVEFXBrNnUFYwrYvJA943h24Kd9kBmQwzuuoiCzhD9XWXgpn61mQveqrwAAACAZCLoROpVUu9JqUWZZmV9RAPP000+bK6+80l6XGhBpKTItF6ZsuzLf+bLYbv1rLVvmZRDsZhyXzNmtM8vLtZRVIQGgy957nYlPKu1T7S/Nkq9rnVjRCRD1tUJnjM/HTZqmeQua6ysE5wAAAOWFMd0InIJEN6ZZNJHaoEGD7LUo+FEJuAt2Gxoa7HjwU089NWdwVMjMzC7YdZO3aaI2Zb7zcW1TYFbMBFgVFRXpseLazkfjxd0Y4paM/WU26tImsNM+VuCbuV53KYoZEsGkZgAAAOWFoBuByhUs5gpCMgNRzTaugDnfrN4uoFbWsrlZxjMnbysmQCuU1uU+99xzmzzh4NYgd7Oi51pDujkEbtGcXKyQIRE6kaOTSPnWiPcDJ2kAAADCQ9CNQA/8XcCZGSDnCn4yA9G6ujpz4YUX2kClpQGSm+lbE6mFOYu03pMCM1di3tKAiNmoS9eSkx2FVm80xQ1dyLdGvJdc39Lfm7L6QtANAAAQLMZ0IzDu4N/rmZULGducGegUw4/xt9ntzZ7NHMHw8rMtpg8rMC903H6pMisignpNAAAANEamG4HRAb8LujMD5EIyvXfeeacdB/3xxx+nM+Tu9zQ5mrLgWnos3++3NDNcbBm3svK333673dZkbSo3z5TrvbakbZSXly6sfehlhr0l64cDAAAgWATdCIwO+l0ZbjHBj2YtX7Nmjd1ev369zU4qiHC/V1NTY7Zs2WKX28pXrtvSQMedKNDFTXzWlFQqZd5+++30diHl9c21zatAHY2Vwz4MMsAHAABAbgTdCFRzk6bloiWePvnkE5s1fuONN8zy5csbPV6Zbi3t5ZYc83IiqeyZ1EsJYDRxWq7y+pbsM4Kp0rEPAQAAEATGdCNQmrFZ62Rnztzc3HjYKVOmmJ133tmWbivT3a5dOxu8qpxcND5a2eV8We5i1lAutM0tobaLlhQrZm3tXGOAWes53rz+/Jp6Pt02fPhwe6G/AAAABI+gG4FqyYRmgwcPtrOXK+Msn332mZ39W+XkCqSPP/54s+uuu5q5c+fm/H0F2lpurHPnzi0qJW7pJGz59OjRo6QMa6knERA+LyfPa64/6Db9vehCfwEAwB8kRNAUyssRqJauUdynTx8zY8YMGzTX1tbaAFzl5Aq8FVBLvjHdmRO4xXHsb3Z5eaknERA+L/tUvv6gf/oa0qAKi/79+9sKC/oLAAD+YJJbNIWgG4GaP3++DRB0Xewaxb/73e9swC1a67pfv36md+/eZocddrCzmucb013quGwvxv4qAHrrrbfstoKfUgI0ZqSOPy/Hk+frDy7D7YZgaAgHAADwR9hJGkQbQTdio6Kiwl5XV1fb7J2yeEuXLrXjnZsKKBTwKtM9dOjQQL4I27Rpk3eNcmUjixnPnW8COD2X3r+ei8C7vOUL4DMrPDgAAADAX0zQiqYwphuBUpCorFsxgaej8nEFrfX19ekZzBVIr1692gwYMMBeck0WpaBVwbmy3S39Mix0nI6WL7vgggvsRduOgh6977vvvruoNmSO/XVtULDNGF001z/Vz7QsnS4cBAAAAISHTDdicxZQE6opaFXQKW7Nb1dC62SXkHtR7hPWOJ3Mtrs26ETDsGHDGt2P8uUmUnNzGxBgAwAARAtBN2LFZe8yy8Y1SZSTa7IoL8p9Sg3cXXZa7XXtL7UNZLmTr5D15TMnUtMEhcp4Z/YRxv4DAACEi6AbsQ1GRo0aZYNYlXH//Oc/txOr5QpECwlcvKK1xH/729/a7a997WumVatWjdbodtctCdbHjh1rt1VOr5MLKpkXAqrkaqrCwvXrnj172oBbEwlqWTv3eGEWVQAAgPARdCOW3MRkohnNNd570KBBOYMML0rDC81Up1Ip85///Ce97bgZy4uZuVxB1YoVK9I/K6jS6+vSq1cvO4Ec5eXJ1lSFhevXnTp1Sq8j7x6njLdWCAhq8kAAAADkR9CNWFJ2T1lkBbEKbhWQKtPtglIFrC7AjsISDm78eTFtyJ7xfPLkyekTDVoijSWgkq+poRFudnJVT2jpPFfJoYtKzHWSSH0HAAAA4WL2csTSvHnzbCm3Au8PPvggveb3qlWrtpnVW0GIAtRSSmxLmXW9JTLHqyugkuuvv97+rFnYldlH/BU6K36u33N9/MUXX9xmZn4F4Aq4Ndabsf8AAADhIuhGLI0bN860bt3aXueaUMpllBWcaBmxXEuJFaPUwD1z6a9CH6+TBy+//HKjkwjK8N9///02q9+SYA3R0ly/yNd/M4dM5BpmoH6qmf51oojycgAAgHBRXo5Y0mRiGsuta8cFFwpMtYSSm1jKLSmWvZRYsc4//3xz3XXXmbPPPtvMnj27qN8ttsRdj3NjyJXFzFwyzGGSrPhrrl9kLomX2X8zS8sBAAAQbQTdSEyw4sazdunSxWa8FXT37dvXTjqmMdCaXKoUCri3bNlirwsNul0ZcLGvrffRtWtXG1jpWrTtJsZSSfGyZctKfk8IV3PL2bng2m1nl5YvX7487wmlsNaWBwAAQGOUlyOWmir3VrCt7HB9fb3NEr722ms2cNFszqVQhlsl7bpuisaZu6XCFPgsWLDATJkyxV4XWl6uwOqtt96y25osTr+nJcLc2F1l8N2M1Uj+uvS6aFv9QlUc6ksybNgwe8k8+eRK0lUFwuzlAAAA4SPTjcTReGet3a1Au6KiotHSXaVQdttluDPX/pbMdcC1vJij25SRzh5rXuzM5ZnPl+sa8dTcGvLZ92fOW6B+ket3MkvSNaabLDcAAEC4CLqROC4wUVb4s88+M5s2bbLZYi9nHtfyXSrtVTZRz93UGt6afVyXfEFSc2XFucqQmytLRjw0VwKefX9mv9AQg1wBe66SdAAAAISHoBuJ4wINBR4KhlUSPmvWLE+D1Ndffz19PWDAgLyPc1nHYtdLVlt10iBzZuumMqKIp+YqFrLvz+wXWh5PQwzc7dkl6QAAAIgGgm4kjssCz5071zz77LN28jONfXZreZdKz7t582a73bFjRzuDdLt27ey1Amw3FvurX/1qo/JyjcXVMk7FZLvdNZNiJVNTFQvZpeX6WUMX1M80Vnvs2LG2X5PNBgAAiDaCbiSOC1aU6VbAXcxY6kKe+9xzz7WTtGncuGZKd+NnVW5+6aWXmiOOOML+3NDQkF4vWQG3Au9ili3LFZARYJWP7BMtCrgzx2rrJJJXJ5IAAADgH2YvR6KDFQUnxWSXC3lurQ8uffr0seO0Ve7rrFy5MucJAM2orra0NGhuarZ2JJP6yujRo7fpM27ddgAAAMQDQTcSR2tXd+rUyRxyyCGeP7eCnf79+9vAZ+LEiTYIvv/+++2yTbrto48+Sj9WZeVueSeVARM0Ix+dnBkzZoy9zneiReXkqtq4/PLL6UcAAETwfzeQD0E3EsetYT1v3rxGE5F5QcFOz549bXCt13GZbGW8FQwp2HdUau5mUScziUKqMzL7avY/c9ZmBwAg2v+7gXwY041EZrqVZd5///1tcKwg2Y/n1/O6sdrOe++95+lroTy4PqXrppYLE07gAAAQPv4voxgE3UgcZQIVCCsA1mRmynjPnj3bl0y6XidzorbKyv8rHlFA/swzz9gJ3YqZQA3lJzOL7SZHy7VcGH0IAIBo4P8yikHQjcTJXKZLa3RrEjOvn1+U6b755pvt8mEvvvii6devX6PHPfbYY3b2dLUhM4MJFHK2nH/mAAAAycCYbiSOW6ZLs4U/+uijni+r5Ca4Wr16tdmwYYNdN1njuZXNvueee8yNN95ojjnmGHP00UfbgNutEw4016fEjeNmghYAAIBkINONRAoiS6is5EsvvWTWrFljxo0bZ4N8raOsDLvWVNYEal6vE45kyxzHLZljugEAABBPBN1ACykQOuCAA8xrr71ms976uW/fvjbwFgXaGs8NlFJmzgkbAACAeCPoBjwMklRmrnW599lnH3PooYfabLdbToJsJYqt0KDPAAAAxB9jugEPxuK64GjQoEFmp512MmvXrrVBtzLgQ4cOJVuJZjGGGwAAIJnIdAM+0Xjvuro6O9abjCWak70uNwAAAJKBoBvwSVVVlenevTtZbhTE9RMtL6eMt641671uJwgHAACIL4JuwEOrVq0yjzzyiFm3bp2pra21y4kRMKGY8dwKuJXx1lrz7777bvo+AAAAxBNjugGP3HbbbaZ///7mn//8p9l1111N27Zt7ezlt99+e9hNQ4wosz169Ghz8cUX22sqJQAAAOKNTDfgUYZ7woQJ5pvf/Ka55pprzPbbb28+/fRT893vfteceeaZ5vDDDze9evUKu5mI2QzmkyZNCrs5AAAAKBGZbsADv/rVr0z79u3NL37xCxtwi66vvfZa065dO3PrrbeG3UQAAAAAISDoBjzwxhtv2NLy7bbbrtHtCrwHDBhg7wcAAABQfgi6AQ/06NHDLF++3JaUZ9LPL7zwgr0fKJTW6h4+fLi9sG43AABAvBF0Ax7QWG7NVP69730vHXjrWj9v2LDBfOtb3wq7iYjZmt1LliyxF20DAAAgvphIDfBA7969zS233GInTbvnnntsqbky3wq4dTuTqKEYmrFcM9+7bQAAAMQXQTfgkfHjx5uBAweaiRMnmg8++MAG4N/+9rcJuFE0zV6+ePHisJsBAAAAD1BeDnhIAfYxxxxjTjrpJHPFFVcQcKNFNI57zJgxjOcGAABIADLdABAxGsd933332W23ZjcAAADiiaAbACLGjeNmPDcAAED8EXQDQMQou02GGwAAIBkY0w0AAAAAgE8IugEAAAAA8Anl5YCHWrVqZc4///z0NgAAAIDyVlTQvfvuu5t99tnHHHDAAeZzn/tc+nrnnXc2YaurqzMLFy60l7/+9a/mzTffNBUVFWb//fe36ydrveSqqqqwm4mEU5/bYYcdwm4GAAAAgDgG3W+//bb597//bf75z3/ay6JFi8y//vUv8+mnn5q+ffuaBx980ITltddes2sj77jjjuboo482J5xwglm/fr354x//aM466yzzwAMP2IBcQREAAAAAAJELupUpVuZYl69+9avmmWeesYH2ggULzIcffmjC1LZtW3P99deb008/vVGmUevdHnHEEeZPf/qT+cMf/mBOPvnkUNuJZKuvrzcPPfSQ3T722GNNdTUjOAAAAIByVtREah988IH57W9/a8aNG2f69Oljg1yVmz/22GO2pDtMe+yxh81oZ5f26ufzzjvPbi9evDik1qFcNDQ0mL/97W/2om0AAAAA5a3oMd39+/e3E0X95je/ic0YaTehFVlHAAAAAECQiopCr7rqKrNixQpzzTXXmClTpphu3brZidTc5Qtf+IKJol/96lf2euTIkc0+dsuWLfbibNiwIT1Rmy4Intvvcdj/mW3UNnMIxFOc+hySgT6HoNHnEDT6nP+efvppM2fOHBunDR482JS7ugD6XKHPXZFKpVItfZFVq1aZZcuWmddff9288sor5s477zRRc9NNN5mJEyeao446yjz66KPNPn7GjBnmsssu2+b2efPmmTZt2vjUSiTF1q1bzUsvvWS3Nbt/XKpBAAAAEG9XXnmljc0GDRpkLrroorCbUxY2b95sh15rAu927dr5E3TL9ttvb7PfPXv2NF6YOnVqo0xzc8455xzTu3fvnPdp8rQxY8aYLl262EnfOnfu3KJMtzL6Gs/e1I6E8fUMkmbKHzFiROTXvq6trTWzZ8+22xqGUVNTE3aTkPA+h2SgzyFo9DkEjT7nPzLdwfc5xYq77rprs0F3yYOcDznkEPPGG294FnTfeOONZtOmTQU/XsuE5Qq6tUSY7tM4dE30VkjALa1bt7aXbPqg+IIIVxw+g8xzWHFoL5rGZ4ig0ecQNPocgkaf88/w4cPtBcH1uUKft6jZy3P57ne/a6ZNm2befPNN44WNGzfawKXQi5YDy/bnP//ZZrh11uHxxx/37IQAAAAAAADFKDnTfcopp9jrvn37mhNOOMEGwQceeKAdzxpGaa0C7q985Stml112sQF3r169Am8DypfOdmnIg9sGAAAAUN5KDro1idry5cvNCy+8YK9nzZply821PNe+++5rXnzxRROUBx980AbcO++8sw248431Bvyi2cp32mmnsJsBAAAAIClBd/fu3e1FWW7nk08+sUF4kAH3yy+/bE488UQ7CZqy7Xfdddc2j+nRo4cZP358YG0CAAAAAJS3koPuXNq2bWuGDh1qL0F5991307OOz58/P+djNLEAQTf8XjLMLU139NFHs2QYAAAAUOZ8CbrDoOx2iaufAZ4E3VqezvVJgm4AAACgvJU8ezkAAAAAAMiNoBsAAAAAAJ8QdAMAAAAA4BOCbgAAAAAAfELQDQAAAACATwi6AQAAAADwSWKWDAOioFWrVmbSpEnpbQAAAADljaAb8FBFRYXp2LFj2M0AAAAAEBGUlwMAAAAA4BMy3YCHtm7dapYuXWq3hw4daqqqqsJuEgAAAIAQEXQDHgfdixcvttuDBw8m6AYAAADKHOXlAAAAAAD4hKAbAAAAAACfEHQDAAAAAOATgm4AAAAAAHxC0A0AAAAAgE8IugEAAAAA8AlLhgEeqq6uNmeeeWZ6GwAAAEB5IyoAPFRZWWn22GOPsJsBAAAAICIoLwcAAAAAwCdkugEPbd261SxbtsxuDxo0yFRVVYXdJAAAAAAhIugGPA66H3nkEbt9yCGHEHQDAAAAZY7ycgAAAAAAfELQDQAAAACATwi6AQAAAADwCUE3AAAAAAA+IegGAAAAAMAnBN0AAAAAAPiEJcMAD1VXV5vTTz89vQ0AAACgvBEVAB6qrKw0PXr0CLsZAAAAACKC8nIAAAAAAHxCphvw0NatW83f//53u33QQQeZqqqqsJsEAAAAIEQE3YDHQfeDDz5otwcMGEDQDQAAAJQ5yssBAAAAAPAJQTcAAAAAAD4h6AYAAAAAwCcE3QAAAAAA+ISgGwAAAAAAnxB0AwAAAADgE5YMAzxUXV1tTj311PQ2AAAAgPJGVAB4qLKy0uyzzz5hNwMAAABARFBeDgAAAACAT8h0Ax7aunWreemll+z2AQccYKqqqsJuEgAAAIAQEXQDHgfd999/v93ef//9CboBAACAMkd5OQAAAAAAPiHoBgAAAADAJwTdAAAAAAD4hKAbAAAAAACfEHQDAAAAAOATgm4AAAAAAHzCkmGAh6qrq81JJ52U3gYAAABQ3ogKAA9VVlaavn37ht0MAAAAABFBeTkAAAAAAD4h0w14qKGhwaxcudJu9+nTx2a+AQAAAJQvIgLAQ/X19eYPf/iDvWgbAAAAQHkj6AYAAAAAwCcE3QAAAAAA+ISgGwAAAAAAnxB0AwAAAADgE4JuAAAAAAB8QtANAAAAAIBPWKcb8FBVVZUZNWpUehsAAABAeSPoBjykQHvAgAFhNwMAAABARFBeDgAAAACAT8h0Ax5qaGgwr776qt3u1auXqazkvBYAAABQzogIAA/V19ebu+66y160DQAAAKC8EXQDAAAAAOATgm4AAAAAAHxC0A0AAAAAgE8IugEAAAAA8AlBNwAAAAAAPiHoBgAAAADAJ6zTDXioqqrKHHfcceltAAAAAOWNoBvwkALtgQMHht0MAAAAABFBeTkAAAAAAD4h0w14qKGhwaxZs8Zu77nnnqaykvNaAAAAQDkjIgA8VF9fb+644w570TYAAACA8kbQDQAAAACATwi6AQAAAADwCUE3AAAAAAA+IegGAAAAAMAnBN0AAAAAAPiEoBsAAAAAAJ+wTjfgoaqqKnPMMcektwEAAACUt0RnulevXm123HFHU1FRYb7zne+E3RyUAQXaQ4YMsReCbgAAAACJDbobGhrM+PHjw24GAAAAAKCMJTbonjNnjnnmmWfMFVdcEXZTUEZ0sue///2vvWgbAAAAQHlLZND98ssvmx/+8Idm2rRpZsCAAWE3B2Wkvr7e3HLLLfaibQAAAADlLXFB99atW83pp59uevfubQNvAAAAAADCkrjZy2fNmmX+8Y9/mGXLlpmampqwmwMAAAAAKGOJCrqXL19ufvSjH5kLLrjAHHTQQS16ji1bttiLs2HDBntdV1dnLwie2+9x2P+ZbdS2Zs5H/MSpzyEZ6HMIGn0OQaPPIYl9rtDnrkilUikTIVOnTm0U9DbnnHPOsaXktbW1ZuDAgfb6+eefN61bt7b3P/HEE+bII480EydONDfccEOzzzdjxgxz2WWXbXP7vHnzTJs2bYp8Nyg3Gt7w0ksv2e0DDjiAZcMAAACAhNq8ebMZN26cWb9+vWnXrl18Mt033nij2bRpU8GPP+mkk2zQrbJyBTtPP/10OuBuCU2+dt555zXKdHfr1s2MHDmyyR0J4+sZpEWLFpkRI0aYVq1amSjTSR8XdB977LEMcYipOPU5JAN9DkGjzyFo9Dkksc+5qujmRC7o3rhxY4t+T9ltLdE0aNCgvMG8LqNGjTL33Xdf3udRwJ4raNcHxRdEuOLwGWQWjsShvWganyGCRp9D0OhzCBp9Dknqc4U+b+SC7pbSGYxdd911m9vfeecd88ADD5j99tvPDBkyxBx44IGhtA/lQeXkw4cPT28DAAAAKG+JCbonT56c83aN6VbQrUCokDHdQCkUaB9xxBFhNwMAAABARCRunW4AAAAAAKIiMZluICpjut9//327vdtuu7FkGAAAAFDmEh90q9Q3YquiIeGzJM6dOzc9Ez6zlwMAAADljfJyAAAAAAB8QtANAAAAAIBPCLoBAAAAAPAJQTcAAAAAAD4h6AYAAAAAwCcE3QAAAAAA+CTxS4YBQaqqqjKHHXZYehsAAABAeSPoBjykQHvkyJFhNwMAAABARFBeDgAAAACAT8h0Ax5KpVJm/fr1drt9+/amoqIi7CYBAAAACBGZbsBDdXV15pprrrEXbQMAAAAobwTdAAAAAAD4hKAbAAAAAACfEHQDAAAAAOATgm4AAAAAAHxC0A0AAAAAgE8IugEAAAAA8AnrdAMeqqysNAcffHB6GwAAAEB5I+gGPFRdXW2++MUvht0MAAAAABFBKg4AAAAAAJ+Q6QY8lEqlzObNm+12mzZtTEVFRdhNAgAAABAiMt2Ah+rq6szs2bPtRdsAAAAAyhtBNwAAAAAAPiHoBgAAAADAJwTdAAAAAAD4hKAbAAAAAACfEHQDAAAAAOATgm4AAAAAAHzCOt2AhyorK03//v3T2wAAAADKG0E34KHq6mozevTosJsBAAAAICJIxQEAAAAA4BMy3YCHUqmUqaurs9utWrUyFRUVYTcJAAAAQIjIdAMeUsA9a9Yse3HBNwAAAIDyRdANAAAAAIBPCLoBAAAAAC3y1FNPmTFjxthr5MaYbgAAAABAi1x99dXmvvvus9tDhgwJuzmRRNANAAAAAGiRqVOnNrrGtgi6AQAAAAAtouw2Ge6mMaYbAAAAAACfkOkGPFRZWWn233//9DYAAACA8kbQDXiourranHzyyWE3AwAAAEBEkIoDAAAAAMAnBN0AAAAAAPiE8nLAQ7W1tWbWrFl2e9q0aaampibsJgEAAAAIEZluAAAAAAB8QtANAAAAAIBPCLoBAAAAAPAJQTcAAAAAAD4h6AYAAAAAwCcE3QAAAAAA+IQlwwAPVVZWmt69e6e3AQAAAJQ3gm7AQ9XV1WbcuHFhNwMAAABARJCKAwAAAADAJwTdAAAAAAD4hPJywEO1tbVm9uzZdvv88883NTU1YTcJAAAAQIgIugGP1dXVhd0EAAAAABFBeTkAAAAAAD4h6AYAAAAAwCcE3QAAAAAA+ISgGwAAAAAAnxB0AwAAAADgE2YvBzxUUVFhunfvnt4GAAAAUN4IugEPtWrVyowfPz7sZgAAAACICMrLAQAAAADwCUE3AAAAAAA+obwc8FBtba255ppr7PY555xjampqwm4SAAAAgBARdAMe27x5c9hNAAAAABARlJcDAAAAAOATgm4AAAAAAHxC0A0AAAAAgE8IugEAAAAA8AlBNwAAAAAAPmH2csBDFRUVpkuXLultAAAAAOWNoBvwUKtWrcyECRPCbgYAAACAiKC8HAAAAAAAnxB0AwAAAADgE8rLAQ/V1dWZ66+/3m5PnjzZlpsDAAAAKF8E3YCHUqmUWb9+fXobAAAAQHmjvBwAAAAAAJ8QdAMAAAAA4BOCbgAAAAAAfELQDQAAAACATwi6AQAAAADwCbOXAx6qqKgwu+22W3obAAAAQHkj6AY8pHW5zzrrrLCbAQAAACAiElle/vrrr5sJEyaY7t27m9atW5vdd9/dHHnkkebuu+8Ou2kAAAAAgDKSuEz3okWLzOjRo+32l7/8ZdOzZ0/z8ccfmxdffNE88sgj5uSTTw67iQAAAACAMpGooHvNmjXmpJNOMnvssYcNsPfcc89G99fX14fWNpSHuro6c/PNN9ttVVuo3BwAAABA+UpU0D1z5kyzYcMGs2DBgm0CbqmuTtTbRQSlUinz/vvvp7cBAAAAlLfERKEKcDRmu0OHDuaoo44yf//7383ixYtNQ0ODGTBggL2tsjKRQ9gBAAAAABFVnaTJ0z766CNz8MEHm4kTJ5qbbrqp0f0HHnigWbhwoenatWtobQQAAAAAlJfEBN1r1661188//7x5+eWXzW233WZGjRpl1q9fb8vONc5W472XLVvW5PNs2bLFXhyVq7uxurogeG6/x2H/Z7ZR26zVHU9x6nNIBvocgkafQ9Doc0hinyv0uStSERt4OnXq1EZBb3POOecc07t3b/P000+bIUOG2NvmzJljzj333EaPGzRokHn22WfN0qVLzeGHH573+WbMmGEuu+yybW6fN2+eadOmTVHvBeVn69at5qWXXrLbBxxwgKmqqgq7SQAAAAB8sHnzZjNu3Dib6G3Xrl18Mt033nij2bRpU8GPV/ZaQXf79u3Tt51wwgnbPE7Lhyno/tvf/tZk0D1t2jRz3nnnNcp0d+vWzYwcObLJHQnj6xkkLQU3YsSIyM8GXltbmw66jz32WFNTUxN2k5DwPodkoM8haPQ5BI0+hyT2OVcV3ZzIBd0bN25s0e/tvffeNquoTONOO+20zf3utk8//bTJ52ndurW9ZNMHxRdEuOLyGbgTQAq449BexL/PITnocwgafQ5Bo88hSX2u0OdNzHTe2223nRk8eLDd/te//rXN/e62Hj16BN42lA/94Wlogy78QwEAAACQmKBbJk2alB6XnTkuXBOr3X777aZt27bmC1/4QogtBAAAAACUk8iVl5di7Nix5t577zV/+MMfTP/+/e2YWg1qv+eee8xnn31mfv3rX5udd9457GYCAAAAAMpEooJuLc9011132TLzW2+91U7KpvHZ+nn69Olm+PDhYTcRZTBhg6oqZPz48ZSYAwAAAGUuUUG3VFdXmylTptgLEDStwPf222+ntwEAAACUt0SN6QYAAAAAIEoIugEAAAAA8AlBNwAAAAAAPiHoBgAAAADAJwTdAAAAAAD4JHGzlwNha9OmTdhNAAAAABARBN2Ah2pqaswFF1wQdjMAAAAARATl5QAAAAAA+ISgGwAAAAAAn1BeDniorq7O/Pa3v7XbX/va10yrVq3CbhIAAACAEBF0Ax5KpVLmP//5T3obAAAAQHmjvBwAAAAAAJ8QdAMAAAAA4BOCbgAAAAAAfELQDQAAAACATwi6AQAAAADwCbOXAx5jmTAAAAAADkE34KGamhozffr0sJsBAAAAICIoLwcAAAAAwCcE3QAAAAAA+ITycsBD9fX15ve//73d/upXv2qqq/kTAwAAAMoZEQHgoYaGBrNq1ar0NgAAAIDyRnk5AAAAAAA+IegGAAAAAMAnBN0AAAAAAPiEoBsAAAAAAJ8QdAMAAAAA4BOCbgAAAABApDz11FNmzJgx9jruWDIM8FBNTY259NJLw24GAAAAEGtXX321ue++++z2kCFDTJwRdAMAAAAAImXq1KmNruOMoBsAAAAAEClDhgyJfYbbYUw3AAAAAAA+IegGAAAAAMAnBN0AAAAAAPiEoBsAAAAAAJ8QdAMAAAAA4BOCbgAAAAAAfELQDQAAAACATwi6AQAAAADwCUE3AAAAAAA+IegGAAAAAMAnBN0AAAAAAPiEoBsAAAAAAJ8QdAMAAAAA4BOCbgAAAAAAfELQDQAAAACATwi6AQAAAADwCUE3AAAAAAA+IegGAAAAAMAnBN0AAAAAAPiEoBsAAAAAAJ9Uh92AqEulUvZ6w4YNYTelbNXV1ZnNmzfbz6BVq1ZhNwdlgD6HoNHnEDT6HIJGn0MS+5yLEV3MmA9BdzM++eQTe92tW7ewmwIAAAAAiGDM2L59+7z3V6SaC8vLXENDg3n77bdN27ZtTUVFRdjNKUs6g6STHm+++aZp165d2M1BGaDPIWj0OQSNPoeg0eeQxD6nUFoBd5cuXUxlZf6R22S6m6Gd17Vr17CbAWPsHwtf0ggSfQ5Bo88haPQ5BI0+h6T1uaYy3A4TqQEAAAAA4BOCbgAAAAAAfELQjchr3bq1ufTSS+01EAT6HIJGn0PQ6HMIGn0O5dznmEgNAAAAAACfkOkGAAAAAMAnBN0AAAAAAPiEoBsAAAAAAJ8QdCMWfvKTn5iKigp7WbZsWdjNQYItWLDAjBgxwnTo0MFst912Zq+99jKnnnqqefPNN8NuGhJGU6rce++95sgjjzSdO3c2bdq0Mfvuu6+ZOHGiWb16ddjNQ4zdeeedth8dfPDBdgIh/e+8/fbb8z5+w4YN5rzzzjPdu3e3j+/Ro4e54IILzMaNGwNtN5Lf5+rq6sw999xjTj/9dNOnTx+z4447mrZt25pDDz3UzJ0712zdujWU9iP533OZ9D9WfU+/853vfMcEoTqQVwFK8M9//tPOPLjDDjuYTZs2hd0cJDgA0hfvTTfdZPbee28zduxYeyDw9ttvm8WLF5v//Oc/plu3bmE3Ewly/vnnm5/97Gc24B49erRp166dWb58ubn55pvNXXfdZZ5++mnzuc99LuxmIoZ++MMf2u+sXXfd1fYvbeej/6vDhw83L7zwghk5cqQ9yfj888+b2bNn2+++JUuW2BOQgBd97rXXXjMnnXSSDXiOPvpoc8IJJ5j169ebP/7xj+ass84yDzzwgFm4cKENhgCvvucyNTQ0mPHjx5vAafZyIKpqa2tTn//851OHHnpo6rTTTtNM+6lnnnkm7GYhgX7+85/b/nXWWWel6uvrt7m/rq4ulHYhmd55551UZWVlqnv37ql169Y1uu9nP/uZ7YtnnHFGaO1DvC1atCj1xhtv2O1Zs2bZ/nTbbbflfOwll1xi7//+97/f6Hb9rNtnzpwZSJtRHn3urbfeSl1//fWpjRs3NrpdPx988MH2937/+98H1m6Ux/dcptmzZ6eqq6tTc+bMsb8zceLEVBAoL0ek/fjHPzYrVqwwv/rVr0xVVVXYzUFCffrpp+ayyy4zPXv2NNdcc03OvlZdTWEQvPPGG2/Ys+1Dhgwx7du3b3Tfl770JXv9/vvvh9Q6xN0xxxxjS8ULqfC55ZZbbNbx4osvbnSfftbtuh/wqs/tscceNqOt6sVM+llDHEQVFoBXfS7Tyy+/bDPk06ZNMwMGDDBBIuhGZP3jH/+wQbdKy/fff/+wm4MEe/jhh83HH39sS3w1nkzjbK+88kpzww03mFdffTXs5iGBevfubWpqasxTTz1lx9Nm+tOf/mSvVXoJ+GnVqlV2CI1O/uQKgnS7xj4ypwWC0KpVK3vNSW74Qcd3mktA/38VeAeNXo1I2rJli/nGN75hz0JdeOGFYTcHCff3v//dXivD3a9fP/PKK6+k76usrDRTpkyx4xsBr2iiPp3YmTp1qtlvv/3MqFGj0mO6H3vsMZsJOvvss8NuJsog6BYdhOai2x966CH7OOa0gN9U1SiaWwDw2qxZs2xCTxMy66R30Ai6EUmXXHKJ/SevYIiycvht7dq19lqTWn3+8583f/3rX+2sqppM6Nvf/ra5+uqr7eRqkyZNCrupSBCdzFGp5ZlnnmmrKpzDDz/cjBs3jmwPfKcJrCR7iIOjE0GZjwP8oklMH3zwQXPUUUeZ448/PuzmIGGWL19ufvSjH9lVGQ466KBQ2kB5OSLnmWeesVlFlX4wcy+CoLG1ojOf9913nznkkEPsWMahQ4eau+++22a7FXgDXtIBwGmnnWamT59uy3c/+eQTs3TpUvPZZ5+ZI444ws7gCwBJpyE1quzR+FwtAwV4qba21paV9+rVyw5ZDQtBNyKlvr7e/mGoxPeiiy4KuzkoEy7Lo7Ueu3Tp0ug+nfjRBGta5mTdunUhtRBJ88gjj9h//jrQ1Hdd165d7YkeZbm1dI7GNqr0HAjiuy9fJtvNN5AvEw6USkuEaQmx3Xff3Q6t0dJPgNdl5S+99JK57bbb7HreYSHoRqRs3LjRlpVrvVBlHbVOo7vccccd9jGHHXaY/VkZScAL++67r73eaaedct7vbtcs54AXVEYpRx555Db3derUyY7z1iR++k4E/OLGcrux3cWO+QZK8ec//9mMGTPGrrP8+OOP2xPcgNc0VFAVjYMGDWoUV7j/vzfeeKP9WZPp+okBY4gUnYH61re+lfO+JUuW2AOAE044wey2226mR48egbcPyeS+eFeuXLnNfXV1dTb40Uy+6neAV+VuTS0Lpts1rMHN5gv4QcG0qns0i/6mTZsazWCun3X7XnvtxSRq8CXg/spXvmJ22WUXG3Cr9Bfww4gRI+yJnWzvvPOOrbTQSW6t1HDggQcaPxF0I1K23377vGuCjh8/3gbdWltPZ6sAr2iSNM2WqqXD1P80sZWjGaZVVq6xt0xsBa/oH/x1111nJ+/TgWdm+a4mVXvrrbfsY8IshUPyKbuj7zvNL3D55Zfb7ztHP6vSQnMOAF5X+uh7b+edd7YBN5UU8NPkyZNz3v7EE0/YoHv48OGNJjP1S0UqlUr5/iqABxR0q8RcE60RdMNrGrM9ePBgO5P5F7/4RXvmUyVJGmOmyV20xITKfgGv1gvVLL2q4OnYsaOt4NEwBi1noj6nE5A6IBg4cGDYTUUM6eThk08+abc1llH9SidxXDZRcwe4k4vKaOs+ze6rk49awUGP10lITSq5ePFi2x8BL/rcyy+/bJeD1dKwY8eOTQ/vyqRKRh3zAV59z+Wi/7GqdJw4cWIgQbdR0A3Ewemnn64TRKlnnnkm7KYgodasWZMaP358qlOnTqlWrVqlunXrlpo8eXLqvffeC7tpSKDPPvssNWvWrNSBBx6YatOmTaq6ujq1xx57pE477bTUv/71r7CbhwT8v8x30f2Z1q1blzr33HPtd56++/bcc8/U1KlTUxs2bAjtPSBeCu1zjz/+eJOP02X48OFhvx0k8Hsum+uLEydOTAWBTDcAAAAAAD5h9nIAAAAAAHxC0A0AAAAAgE8IugEAAAAA8AlBNwAAAAAAPiHoBgAAAADAJwTdAAAAAAD4hKAbAAAAAACfEHQDAAAAAOATgm4AAAAAAHxC0A0AAAAAgE8IugEAiJkjjjjCnHvuubF93eaeJ6z3BwCAH6p9eVYAANAiFRUVTd5/6aWXBtYWAABQOoJuAAAi5J133klv/+53vzOXXHKJ+fe//52+bccddzRPPPFE0c9bW1trampqPGsnAAAoDOXlAABESKdOndKX9u3b28x35m0KuqWhocFceOGFZpdddrG3z5gxY5sS7bPPPtuWae+6667m2GOPtb8za9Yss9dee5ntt9/e9O/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", 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    " ] @@ -109,7 +89,7 @@ { "data": { "text/plain": [ - "(
    , )" + "(
    , )" ] }, "execution_count": 4, @@ -118,7 +98,7 @@ }, { "data": { - "image/png": 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", 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", "text/plain": [ "
    " ] @@ -133,13 +113,13 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "array([10.6])" + "array([3.14780683])" ] }, "execution_count": 5, @@ -151,6 +131,50 @@ "threshold" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Independent POT plot" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(
    , )" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
    " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from bluemath_tk.distributions.pot import potplot\n", + "\n", + "time = np.linspace(2000, 2020, num = 365*20)\n", + "potplot(\n", + " data=data,\n", + " threshold=10,\n", + " time=time,\n", + ")" + ] + }, { "cell_type": "markdown", "metadata": {}, @@ -160,7 +184,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 7, "metadata": {}, "outputs": [], "source": [ @@ -169,12 +193,12 @@ }, { "cell_type": "code", - "execution_count": 39, + "execution_count": 8, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", 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    " ] From 2812e5e732daafd2905cde07af77775ae8d30966 Mon Sep 17 00:00:00 2001 From: Colladito Date: Tue, 21 Oct 2025 10:21:49 +0200 Subject: [PATCH 25/31] [VCF] Add ExtremeCorrection notebook (basic example) --- toolkit/distributions/ExtremeCorrection.ipynb | 1198 +++++++++++++++++ 1 file changed, 1198 insertions(+) create mode 100644 toolkit/distributions/ExtremeCorrection.ipynb diff --git a/toolkit/distributions/ExtremeCorrection.ipynb b/toolkit/distributions/ExtremeCorrection.ipynb new file mode 100644 index 00000000..f2a18c06 --- /dev/null +++ b/toolkit/distributions/ExtremeCorrection.ipynb @@ -0,0 +1,1198 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "44df2d2a", + "metadata": {}, + "source": [ + "# Extreme Correction " + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "fef028d6", + "metadata": {}, + "outputs": [], + "source": [ + "import xarray as xr" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "ce0e57b3", + "metadata": {}, + "outputs": [], + "source": [ + "historical_dataset = xr.open_dataset(\"inputs/Wave_families_santona_daily.nc\")\n", + "sampled_dataset = xr.open_dataset(\"inputs/simulated_waves_100years.nc\").rename({\"bulk_Hs\": \"Hs\", \"bulk_Tp\": \"Tp\", \"bulk_Dir\": \"Dir\"})" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "fa8e0c1d", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
    \n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
    <xarray.Dataset> Size: 935kB\n",
+       "Dimensions:      (time: 14610)\n",
+       "Coordinates:\n",
+       "  * time         (time) datetime64[ns] 117kB 1979-01-01 ... 2018-12-31\n",
+       "Data variables:\n",
+       "    sea_Hs       (time) float32 58kB ...\n",
+       "    sea_Tp       (time) float32 58kB ...\n",
+       "    sea_Dir      (time) float32 58kB ...\n",
+       "    swell_1_Hs   (time) float64 117kB ...\n",
+       "    swell_1_Tp   (time) float64 117kB ...\n",
+       "    swell_1_Dir  (time) float64 117kB ...\n",
+       "    Hs           (time) float32 58kB ...\n",
+       "    Tp           (time) float32 58kB ...\n",
+       "    Dir          (time) float32 58kB ...\n",
+       "    bmus         (time) int64 117kB ...
    " + ], + "text/plain": [ + " Size: 935kB\n", + "Dimensions: (time: 14610)\n", + "Coordinates:\n", + " * time (time) datetime64[ns] 117kB 1979-01-01 ... 2018-12-31\n", + "Data variables:\n", + " sea_Hs (time) float32 58kB ...\n", + " sea_Tp (time) float32 58kB ...\n", + " sea_Dir (time) float32 58kB ...\n", + " swell_1_Hs (time) float64 117kB ...\n", + " swell_1_Tp (time) float64 117kB ...\n", + " swell_1_Dir (time) float64 117kB ...\n", + " Hs (time) float32 58kB ...\n", + " Tp (time) float32 58kB ...\n", + " Dir (time) float32 58kB ...\n", + " bmus (time) int64 117kB ..." + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "historical_dataset" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "9598173d", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
    \n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
    <xarray.Dataset> Size: 117MB\n",
+       "Dimensions:  (n_sim: 100, time: 36525)\n",
+       "Coordinates:\n",
+       "  * time     (time) datetime64[ns] 292kB 2000-01-01 2000-01-02 ... 2099-12-31\n",
+       "Dimensions without coordinates: n_sim\n",
+       "Data variables:\n",
+       "    DWT      (n_sim, time) int64 29MB ...\n",
+       "    Hs       (n_sim, time) float64 29MB ...\n",
+       "    Tp       (n_sim, time) float64 29MB ...\n",
+       "    Dir      (n_sim, time) float64 29MB ...
    " + ], + "text/plain": [ + " Size: 117MB\n", + "Dimensions: (n_sim: 100, time: 36525)\n", + "Coordinates:\n", + " * time (time) datetime64[ns] 292kB 2000-01-01 2000-01-02 ... 2099-12-31\n", + "Dimensions without coordinates: n_sim\n", + "Data variables:\n", + " DWT (n_sim, time) int64 29MB ...\n", + " Hs (n_sim, time) float64 29MB ...\n", + " Tp (n_sim, time) float64 29MB ...\n", + " Dir (n_sim, time) float64 29MB ..." + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sampled_dataset" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "88371556", + "metadata": {}, + "outputs": [], + "source": [ + "from bluemath_tk.distributions.extreme_correction import ExtremeCorrection" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "bb60851a", + "metadata": {}, + "outputs": [], + "source": [ + "config = {\n", + " \"var\": \"Hs\",\n", + " \"bmus\": [False, \"\"],\n", + " \"join_sims\": True,\n", + " \"folder\": None,\n", + "}\n", + "\n", + "pot_config = {\n", + " \"init_threshold\": 0.01,\n", + " \"n0\": 10,\n", + " \"min_peak_distance\": 2,\n", + " \"sig_level\": 0.05,\n", + " \"plot\": False,\n", + "}" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "1e614628", + "metadata": {}, + "outputs": [], + "source": [ + "extr_corr = ExtremeCorrection(\n", + " corr_config=config,\n", + " pot_config=pot_config,\n", + " method=\"pot\" # \"pot\" for GPD or \"am\" for GEV\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "71f93f78", + "metadata": {}, + "outputs": [], + "source": [ + "extr_corr.fit(data_hist=historical_dataset, plot_diagnostic=False)" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "8ae84b1c", + "metadata": {}, + "outputs": [], + "source": [ + "sim_pit_data_corrected = extr_corr.transform(data_sim=sampled_dataset, prob=\"unif\", random_state=0)" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "7a29cb8b", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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", + "text/plain": [ + "
    " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "figs, axes = extr_corr.plot()" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "e8dae530", + "metadata": {}, + "outputs": [], + "source": [ + "sim_pit_data_corrected = extr_corr.fit_transform(\n", + " data_hist=historical_dataset,\n", + " data_sim=sampled_dataset,\n", + " prob=\"unif\",\n", + " plot_diagnostic=False\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "89856692", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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Qz5cvXy6LFy+Ws846Sy699FJb2UmTJilRd/fdd6voJ4CfF5HO008/XQYPHmwX2YXou/322yUxMVGtQxS1Q4cOZa7bkSNHlIhOSEiwWw9v7N9//13s+2CpeOmll6Rr167KR7xo0SLl8TULcohECDxESCE4EZW94IILZMOGDRIVFeW0Loj8luYzhsiGEF62bJmyVwBET+vXr68GxsHTC3AeEe1G/QAiufAMa3Fdo0YN9RzR3vIAYfr+++8rEY7zjwg2Ph9NUFCQaqsG0V2Idgjiq666yrYen+8bb7whAQEBqs0DBgxQ5xHR8H/++Ufmz5+vPvuOHTuq8h988IGKdhNCCCHEs2GE2E+ABaBZs2ZKyAUHByuxCcsFossa2BggTtu1a6cE9Lx585RH2DFSqinrgLnNmzerSLE5KgvLAYQ3tpmtDVoMA1gTXBFhRQQbNx7r1q1TEfGmTZtKnz59JC0tzVYG0WfcmOBGA+L73XffLRIdh78aYthZ/XQbzTc3ONewgRBCCCHEs2GE2AnoLteRQw0im/CfmgWkjiIDbQ0A55xzjhJGjj7Xe+65p0jZM844o1x1g6cXouzw4cN26w8ePFhi5BRCD9HYkydPytGjR5XF4YEHHlDWiOKAmEM0ddu2bcXuE2VKikyXB/P5Bjh/rshSgcgyRDDAIyK3ELMYnHjjjTcq2wesGfBTn3feeSoajsg/fNGl1c9sfyGEEEKId8IIsRMQQcViFrQQsVhnFrPmsmahDMGKdY4Cqriy5a0bxPZPP/1kWwdRhq57iLnSgI+4bt26ygv95ZdfqowNxXHixAnlmYV4dAba8b///U/ZH5DBwdn7cRzYBvBoFpgQ5UijhkF41Y0+55mZmepRWzlgZTnzzDOVaEa7ywOiwWgj/N0atA8RdkIIIYR4NhTEXggizUhzhoFd6KpHxoj09HRlgdAgowPSoGkgRuEZ3r59u/zyyy8qgwOENFKjaRAlhdBG1gh4ppGWDeJRZ3dwxlNPPaW8wLBDoE4YlAbPMDJeQFxCFMOqAeENry0sC7AuIO0ZhHlJgrw0Zs+eXaY8yfANHzhwQC04Ns4XbgxgmwCoHwb8wVcMLzDS2a1evbpcdYH9A+f0lltuUecawhjRZwxcJIQQQohnQ0HshSDHLwabYSINWC7gj8UkGxhYp4H/1ZyJAVYJ5CJGRBZCF2IU4tTscd2zZ48SvxB3GEwGn+/KlSuLDOAzExcXp8pA4D755JNKBGMg3ueff65sB3og3JQpU1Rk++KLL1aRbFgh4FF2jKKXB+Q4RhS2LJOYIMqNpXv37mowII6NdgKI2EGDBqnzCmGP6DWixeUFbYQVpVu3bmp/N998s23wJCGEEEI8F4vhyqnEPBDMogZRBvEUHR1ttw2DqhARRJc+BnR5C4jsol1oj6On2Vfx1jaz3t6DJ7UZN7CYiAYZTxzTJTqC7Cy4wUMaw8rcYHoT/thmd8LzTarjGkO60qFDhzrVa9WBf/zSEUIIIYQQUgwUxIQQQgghxK+hICaEEEIIIX6NWwXx5MmT1SQQ8IpgwWArzPZl9tHdcccdanAXJkvArG/It0sIIYQQQohPCOJ69erJs88+q1JUIe1Vjx49VBqujRs3qu333nuvfPvttzJr1iyVDgy5bjF6nxBCCCGEEJ+Yqe6SSy4pktMWUWOk8YJYxoxi06ZNU0JZp7VCRghsx6xxhBBCCCGE+MzUzXl5eSoSjAkmYJ1A1BhpOHr16mUrg0kYGjRoICtWrChWEGdlZalFgzRKAPvCYgYziwFknvOmKXh1pjxvq7c/tpn19h48qc04PuqB76zSZrPU32uO32++jD+22Z3wfJOqxhOuLbcL4vXr1ysBDL8wfMKYfQyTR2CyCUxTbJ44AmDyCcw4VhzPPPOMTJw4scj6H3/8sUiuYUzDnJSUpES4J3wY5QV5lP0Nb20z6+09eEKbs7Oz1dTiP//8s+3GvTQWLFgg/oY/ttmd8HwTX8btghizhUH8IhEzkjIPHz5c+YUrCqYrHj16tF2EGFMLY5pex0TPmFYYUxlHRER41RS7iBzhRzsqKkosFov4A97aZtbbe/CkNiNAgO+krl27lmliDgiV3r17+82kCf7YZnfC802q4xr7+uuvxa8FMaLATZs2Vc8xte/q1avl1VdfVdPoIkpy/PhxuygxskwgqlscISEhanEE/8SO/8iIEAP8+Ll7ZqryoLtzva3ermrzxx9/LPfcc4+6Nrzxs5o6dapL6o99okfl8ssvF1+4xlx1XlzZ5qVLl6rpvpOTk4v0VlUlOD7q4ex7qzjKU9ZX8Mc2uxOeb+LLeJyawo8SPMAQx/jHW7RokW3bli1bZNeuXcpi4Wkkz5ol/w64WD1WB7gxuOuuu6Rx48bqBgBRcAxSNJ8vTwJipzoFBXoZMBgzLi5OWWWaNWumeh9wk+VvwHMPH+qAAQPE24FIxIKBtWbwnYH0jNgGEesqOnfuLPv371fTvxNCCPFd3Bohhr2hf//+aqAcuiqRUQI/Zj/88IP6ARo5cqSyP0DUwO5w5513KjHsaRkmIIKPTH5bjMxM9Qhir7yyyo63c+dOFbWKjY2VSZMmyemnn666G3DekLf577//rtB+IRYRsXcE+/amqMCmTZukX79+6np57bXXVNfz1q1b5csvv1SDN/0NZGvBucAjUhfWqVNHvBnc/CHjjPl7AJFyjEE4duyYS4+F/4eSeqQIIYT4Bm6NEB86dEiuu+465SPu2bOnsktA1MGnBF5++WW5+OKL1YQc8NLhh+mrr74STxTDIKhQaOB1VUaKIXp1lAznpnnz5tKmTRt182COnCGajrzOEAq4objqqqvsJjZ57LHH5IwzzpD3339fGjVqZPMqYt9If3fppZcqfzXS4QH4e8466yxVDpFpDF40D/hBV/ctt9yiBj6iTNu2bWXu3LnqJuf6669XPnEd4cOxdWRv7NixUrduXXWsTp06FYnwIbp82mmnKSGHPNRHjx4t8fxgACWuleeff17VoUmTJkogv/feezavOPYxZMgQdVxEkHFT8fnnn9vt58ILL1RCEt34uPlAu7APDMJEe+A1hd3HPJkM6o72fffdd2rSGewb1/OGDRtKrHNp5xaCXvtJMei0rINb4JOfMWOG3HbbbSpCjHNpRtcXPQtnn322qi+iouiNcbxOPvnkE/U54Gb1f//7n93gM6x/5ZVX7PaN9+jPGbz00kvqPONzhqi9/fbbVf3KCyL906dPV4PONB9++KFa78j999+v/j/QLpzXCRMm2AbQwjOMLDZ9+/a1ZZiANQI36I888ojd+dE2Dt3Tgesa31vY7xVXXCEZGRny0UcfqfOAawW9N+abL5w7nF9cM7g2hw4dqr7/CCGEeAZuFcSIWCHaCVGEH4eFCxfaxDDAj/+bb76poj4QIRDDnhStMYvhwNhYu8eqEsU4F7hpQPQcwsIRbUuA9QRiGOVhH4CAwgBCeLPNbNu2TUVOcW4xuFEDITNw4ECVBeSGG26QX375Rd283H333SoC+8477yhxoMUyjodo/7Jly+TTTz9VZTDpCrrqIbAgliDK0f2MBSIYjBo1SnXpQ+D89ddfcuWVVyrxCgEIVq1apdqKmwCMuEdk/MknnyzxHOEawTFQvqRBS7DlQLhCrN58881y7bXXym+//WZXDiKnZs2aaj3EMYQl6og2rVmzRg3WxPsgiMyMGzdOXnzxRVV/dOXjsyguk0lZzi1uBBCtxP7efvttJfTKwsyZM1W6Qoi3YcOGKeGoxZ+Zhx56SNUXE+TAW3/jjTfabf/3339lzpw5SghiwTWFz7e8vlhE7DHxDs7r4sWL5b777pPygs8NwhPXrb7xw2eNz8ERCFCcS5xXjE3ADQ1utAGELuqBG3HUC+CmEjdJWhA7A581yuOa/f7775Voxv/KvHnz1ALxi88Qg4Q1+OyfeOIJWbdunTqP+N4bMWJEudtOCCGkijB8nJSUFPz6q0dHUlNTjd9//91IT08v936PzZxp/NO9h1q2DxpcZNHbUM6VrFq1SrXnk08+MfLy8oot9+OPPxoBAQHGrl27bOs2btyo3vvbb7+p148++qgRFBRkHDp0yO69KHPPPffYrevZs6fx9NNP261DHWrXrq2e//DDD4bVajW2bNnitD5TpkwxatSoYbfuv//+U3Xcu3dvkWONHz9ePR8yZIhx0UUXqbYmJyerx6uvvrrIvszk5uYaI0aMUO1ISkoyLr/8cuP11193eg2YGTBggDFmzBjb627duhldunSx229ERIRx7bXX2tbt379fHWfFihXq9ZIlS9Tr6dOnq9eo7/bt242wsDBjxowZTs9FWc5tYGCg3XmaP3++Os7s2bNLbFPnzp2NV155RT3Pyckxatasqeqo0fVduHChbd13332n1qFtqD+uk/DwcPX/ohk3bpzRqVMn2+uGDRsaL7/8st2x27dvr95bHLNmzTLi4+NLvEYc0W1Gm7p3767WTZw40Rg4cKC6PrDd3D5HJk2aZHTo0MFu3cyZM43Q0FDj/vvvV5/v33//XeT8YN+6jni9bds2W5lbbrlFnZ+0tDTbur59+6r1xbF69Wq1H/N7zGRmZhqbNm1Sj6WRnZ1tzJkzRz36C/7YZnfC802qGlxb06ZNK1avVQceN6jOWzg29SPlGdYRYUewHttRzpU4i+45Y/PmzapbGosGXe2IIGObpmHDhpKQkFDk/ejeNYPI1uOPP67sF3q56aabVCQWETNElzG7ILqnywqiz+hWxnvM+0X0ERFJ3Q7YKMyUNqgSUWl4TPfs2aNsE4j4Pf3008pWgvoCHBcRO3Thw6OO4yLyjmijGdgezPtFtBfv0cBGARy7v811RBc6IrTm816ec6s/S7P3tywDS2F7QGQb1hCAyC96CNAz44i5nbVr11aPhw8ftq1DRBbRVnOZ8nb5owcI1ih8HtgXIrqwrjhG18sCot3oWUCvByLA6MVwBuwi559/vuo1wHl9+OGHi3zGiPgjwvvcc8+pzwEDMEsCNgnYcMzXAM4P9m9eZz4/mGgIg15hx0Dbu3XrptY71oUQQoifpl3zVuJGDFe2iNzkZKeiGOstYWGqnCvBjzW6ev/55x+X7M+Z7cLZeng94WtF170jsLZUJI8z9gmRCbHgOBuXWVxUFAgviC4sEL8Q3rAboB0YjIgudFg5tK8VXmHHLBSOgwl1Kizza1CZmc1KO7cVBcIXPmSzkMYNFbKSvPHGG3aZE5y1yXzz5ew8mNsMO4TjzZrZIgKLAMYDwHICKwhuQn799Vdlh8E5d5w0pzRwY4L94f2wv8Cu4zihBgTzNddco84tfMJoL2wOsIaYgSDX1yAEdmmUdk04nh/YvXB8LJ999pm6AYUQxmt/zHpCCCGeCAVxBdFZJJyJYrwGNW+71eXZJiAk4FuF2IFP1Ry1Azpvc6tWrWT37t1q0VFi+CixHZHi8oIBX4g46pzRziKMiMhCqDuLEsP/6pjh4cwzz1TrEEm74IILnO4X7YBv1oxjyq2ygCgtopoQJwBeZ/h6EWkEEC+oe0XOjTNQR0QDAc459o22VOTc6s8SEWMdvS3tHEAII18zxB+uFzPIW4wBhLfeequ4Cog8HX3XE+Ls2LHD9hqCE+cY9dE5fuFvrgyICl900UXKT+1seuPly5erHhD4ozX//fdfkXJjxoxRdYKfHCIb58c8ZXxlQdYXRMLhudb/i/BqE0II8RwoiF0siqtSDGsQ3evSpYtKO4UuXohRCCAMnEN2CHSx4wcdkU9EyBAFxXaM6kdXraMdoixgkBHEAkQeRtVDQKCrHwPSMMgN+0UWBGS9QDYBiDsIAUTKMEgOXcqIhCKbQfv27VVEEMIZ9cOAMgglCGR006MM2oSsCBitjy5vbEdeYYgcDGQqCQxogoUD3eDo2kYEEeIQg7lef/11W6Qdg56wP4hl1BkZOFwliPG5IIoJofjAAw+ogXnFTaBR2rnFZ4lzhSwKiGxDbJpFnjMw8A0ZExBBdcyhi88IN1SuFMT4bGBdgC0AN2Rok1mk4npAxBjnH2VwQ4JofWXAdYXrxXEGSg0+Y0RiERXu2LGjErxIz2YG6zDQENFkZMXAwElkEMEAT1wXrgCfK24I0Xacc3yu6LEghBDiOdBDXEkgeiF+Qc6+fVUuhgHSR2FkO9KCIbqF1GLIzgEhCUEMIESRygs/6hCqEFV4HzyVFQHduxBZSGkGcQExjtH6iMBpMOof2+BZhbBEBgEdFUZWBogBeFghEuHtBfD6QhCjHfDZQjRi1L+OruI4yAyAUf2IIuP48IGWxDnnnKPEN44H3zDEOiKqGN2vvZvYByKzaBfOIzymrpzxDdFAZI3A+UAEHJ+FsxzPZTm3EMgQckgzhrYhA4TOQFEcELz4zJ1NKAFBjAglRJ8rc4rj3ELY40YG59Lss8VNEG464NPF9QrrwDPPPFOpY+Iax41GcecVaQPvvfdelckEYhc3P0i7poGYxg0DMqrgWtDtgP/X1dFz3CzMmjVL/V/g2njhhRdctn9CCCGVx4KRdeLDIJoGUYAcuI6RJHgOdVd2eT2MjiDFGgbQwTNclWIYoOsZ7UJ7/GnqZm9os+NUv95Sb0e8td6+0mb0asByYs4PXhyIvCPdG+wj3jSBTmXwxza7E55vUh3XGHptkaPdmV6rDmiZcBEQwVUthAkhhBBCiOvxj9APIYQQQgghxcAIMSEuBH5kH3chEUIIIT4HI8SEEEIIIcSvoSAmhBBCCCF+DQUxIYQQQgjxayiICSGEEEKIX0NBTAghhBBC/BoKYkIIIYQQ4tdQEBOXgyl1MU1yZRgxYoRLp1L2lfPiak477TR55ZVX3F0NQgghxK1QEHshhw8fltGjRysxExISIklJSdK3b19ZtmyZ+CMtW7ZU5+HAgQPizeAmAKL51ltvLbLtjjvuUNtQxpWsXr1abr75ZpfukxBCCPE2KIhdQM6+fXLs08/k0Esvq0e8rkquvPJKWb9+vUyZMkX++ecf+eabb9SEEEePHhV/49dff5XMzEy54oor5KOPPhJvp379+jJ9+nTVJs3Jkydl2rRp0qBBA5cfLyEhQcLDw12+X0IIIcSboCCuJGmLF8uukTfKkbffluNffaUe8Tpt8ZIqOd7x48fll19+kccee0y6d+8uDRs2lHPOOUfGjx8vl156qa3cSy+9JKeffrpEREQokXX77bfLiRMnbNunTp0qMTExMnfuXGnRooUSRRCVGRkZSlgi+hwbGyt33XWX5OXl2d6H9U888YQMGTJE7btu3bry5ptvlljn3bt3y1VXXaWOFxcXJ5dddpns3LnTth37R8Qb2+Pj4+W+++4r82xvH3zwgQwdOlSuvfZa+fDDD4tsR32ffvppueGGGyQqKkqJynfffde2HfVA5PWrr75S5xPnoX379rJixQpbGZzrM844w26/sBlg3+ZIa+/evaVmzZpSo0YN6datm6xZs0bKy1lnnaU+L9RHg+eo95lnnmlX9vvvv5cuXbrYztvFF18s//77r237xx9/LJGRkbJ161bbOlwHiKjjc3ZmmcC5eOedd+SSSy6ROnXqSJs2bdS52LZtm7rpwmfeuXNnu+PgOT7TWrVqqeN17NhRFi5cWO62E0IIIe6CgrgSIBJ8aNILkp+eLoEJCRJUq5Z6xOtDkyZJzv79Lj8mBAeW7777TrKysootZ7Va5bXXXpONGzcqgbt48WIlNM1AFKEMIpIQV0uXLpWBAwfKvHnz1PLJJ58ocfTFF1/YvW/SpElKNP7555/ywAMPyN133y0LFixwWo+cnBxl54AYhZCHrQP179evn2RnZ6syL774ohLoELSI+B47dkxmz55d6rlIS0uTWbNmybBhw5QYTUlJUcdwBPs/++yzVX0hCG+77TbZsmWLXZmHHnpIxo4dK2vXrpXmzZsrwZ+bm1tqHcx1GT58uKr/ypUrpVmzZnLRRRep9eUF4h3Rfw3Oy/XXX1+kXHp6urqR+P3332XRokXqM8fnl5+fr7Zfd911qg7XXHONaguumffff18+++yzEqPCuOHBDcbPP/+sbpZww3HLLbeomy4cCzcro0aNspXHjRaOgzrgHOOzhaDetWtXudtOCCHEO3qrfQ7Dx0lJSUGoUT06kpqaavz+++9Genp6hfZ99JNPjS3ndzH+vXygsX3QYNuC11iP7VXBzJkzjZiYGCM0NNTo3LmzMX78eGPdunUlvmfWrFlGfHy87fWUKVPUedm2bZtt3S233GKEh4cbaWlptnV9+/ZV6zUNGzY0+vXrZ7fvq6++2ujfv7/tNfY7e/Zs9fyTTz4xWrRoYeTn59u2Z2VlGWFhYcYPP/ygXteuXdt4/vnnbdtzcnKMevXqGZdddpltXV5enpGcnKweNe+++65xxhln2F7ffffdxvDhw+3qhvoOGzbM9hr1SExMNCZPnqxe79ixQ9X3/ffft5XZuHGjWrd582b1+tFHHzXat29vt9+XX35Z7bs4UM+oqCjj66+/ttXbfF6cgbqjzYcOHTJCQkKMnTt3qgWf8+HDh9U2x/aZQRkcY/369bZ1x44dU+fytttuM2rVqmU89dRTRc4P2qLB+x9++GHb+V62bJla98EHH9jKfP7556pOJdGmTRvj9ddfN7wJZ9eYu8jMzDQ2bdqkHksjOzvbmDNnjnr0F/yxze6E59vzSV20yNjWr7/SHnrB69RFiw1vIDs725g2bVqxeq06YIS4EuQeOqQeLVb706hf6+2uZvDgwbJ582aVsQDROER20dWOKKsGXdY9e/ZUlgZEZxHxg8dYd5UDRAmbNGlie40ub3ShI4JrXnfIoR3nnXdekdeojzPWrVunuttRBx3dhm0Cvlh0tSOqu3//funUqZPtPYGBgSqiWxqInCI6rMFzRIwdo7Lt2rWzswRgEKJjm8xlateurR4dy5TEwYMH5aabblKRYVgmoqOjVeQUdpGK+HoHDBigPk9EivEcVgxHYIVAJLtx48bqeNrCYY7MwvYCW8nkyZPVZ42IfmmYzwU+fwD7jXkdPr/U1FT1Gu1EdL1Vq1bKvoHPGNcDI8SEEOKbvdW+CAVxJQhMTFSPRmEXtUa/1turgtDQUGUTmDBhgixfvlxlH3j00Udtvlj4SSFsvvzyS/njjz9sPl9tUwBBQUF2+4RYdLZOd8FXBIilDh06KCuCecFgQHTFV5RNmzYpawJsIBDQWM4991wl+GEBMVOWNpnLYDvQZWBFcPQ0wwpiBnYJtOvVV19Vnweew9drPt/ltU1AEMPugufOgC0B9pL33ntPVq1apRbgeExYHwICAtSNB2wWpeHsXJR0fiCGYXGBVxuWFbQdArqibSeEEFJ2MGYpLy1NAuLjbQE5POI11qctWuzuKnoFFMSVIKpHdwmIipK8o0dtIhiPeB0QHSVRPXtUW11at25tEzsQwBAr8M5CJMITu8+FXiIIUcfXiA46A5FrRDITExOladOmdgsiqVgQkdViDsDvijaUBKKeXbt2VRFos9CGpxbbXAkitkjpZhbFOJYZeKMxABFeWgxEQxq4I0eOVPiY2mOtPdiOINoPH/TDDz+segJw/pOTk4uUgzh/7rnn5Ntvv1WRW7P311Wg7bghg38ZQhgRePOgSUIIIb7XW+1rUBBXgqA6dSRx3DixRkRI7uHDknPwoHq0RkZI4thxElTY9e5KIIR69eolM2bMkL/++kt27NihbALPP/+8GukPIDYhpF5//XXZvn27Ghz39ttvu1QA4XiI8iLyjONjYJ0zMKAL3f2oG6KHqC8sHhCPe/bsUWXw3meffVZZQP7++2818A3ZNIoDbUObYBdo27at3XLjjTcqcY3BhK4C2RWQ+xlths0DbZ4/f75dGVglUCdYBXB8tDssLKzCx0REF/tCJBzPHYEVAhFoZMyAJQWDJnEzYAbWEVhlcK779++vBtPhunEcJFlZ0HZkwsBNAm5QEPmvTK8CIYQQ7+it9iUoiF0QJW7w4QdS89ZbJWbQIPXY4IMP1PqqAFE+pFmDJxRCDSIQtgn4V9944w1VBhkgkHYNkUFshxB65plnXFaHMWPGqGwDSAP25JNPqmM5i2JqnzK67JE2bNCgQSqSOXLkSOVBhe9V7w/CDbYD+JHhN0a0sTiQdxk3Bs7KYP9YXBklxv7eeustJYRxbn/77TdlEzCD4yFCi4i4FqGIilcGnB99jhyBjQPWEETS8Rnfe++9KvuHGdxoIE0arAwA0Vs8R8aIvXv3iqvA5w+BjnRssHHgWsB5IIQQ4l+91d6MBSPrxIfBwB90y2PwlqO4QAQNUU4IHm+anADRN7QL7YEwqk4wcOuee+5Ri7+0uTKw3t6DJ7UZN4zoTWnUqJEaL1AS6DFBmkTYdRz98r6KP7bZnfB8e4ePGAPo4BnWQAyjt7qqAnSuvsbQe4keRmd6rToIrPYjEkIIIYQQlwHRG9qqpRpAB88wbBKIDFeFddNXoSAmhBBCCPFyIH7jhl3j7mp4LRTEpFwwewAhhBBCfA3/MAcSQgghhBBSDBTEhBBCCCHEr6EgJoQQQgghfg0FMSGEEEII8WsoiAkhhBBCiF9DQUwIIYQQQvwaCmIfZurUqRITE+OWY48YMUIuv/xyl+1v4sSJcsEFF4gvgVn/XnnlFfEkMB14dc9CSAghhLgbCmIv5Prrr5drrimafHvp0qVisVjk+PHj6vXVV1+tpqZ2h3h+9dVX1T7dQd++fSUgIEBWr14t3sxjjz2mPs9+/foV2TZp0iS1DQLWlXz11VfyxBNPuHSfhBBCiKfDiTlcwN7jmbJw00E5mHpSakWHSq/WtaRuTJi7qyVhYWFqqU7y8vKUUKtRo4a4g127dsny5ctl1KhR8uGHH0rHjh3Fm6ldu7YsWbJE9uzZI/Xq1bOtR9saNGjg8uPFxcWpx/z8fJfvmxBCCPFUGCGuJAs2HZTrPlglbyzeKrN+360e8RoC2d04Rn3XrVsn3bt3l6ioKImOjpYOHTrI77//riLLiDqnpKQoMYsF0UmQnJws1113ncTGxkp4eLj0799ftm7dWuQY33zzjbRu3VpCQkKUKHW0TEBgPf/889K0aVNVBmLuqaeesm2///77pXnz5uoYjRs3lgkTJkhOTk652zxlyhS5+OKL5bbbbpPPP/9cMjMz7bYjonrXXXfJfffdp8RfUlKSra0atP/999+XgQMHqvo0a9ZMta+48wrmzJmj3qf5999/5bLLLlOCFkK2U6dOsnDhwnK3JzExUfr06SMfffSRbR0E/5EjR2TAgAF2ZRER7927t9SsWVPdkHTr1k3WrFlj247POTg4WH755RfbOnwmOMbBgwedWibwWTz55JPqGoiMjJSGDRuqc3H48GHVPqxr166duo40R48elSFDhkjdunXV+Tv99NPVZ0EIIYR4KhTElYwMPzt/s5zIypXE6FBJqhGmHvH6mfmbZd9xezHmbmCzgDiDcPrjjz/kgQcekKCgIOncubPyskIk79+/Xy1jx45V74GwhdiBCFqxYoUYhiEXXXSRnVjNyMiQ5557TonIjRs3KoHlyPjx4+XZZ59VQnfTpk0ybdo0qVWrlm07RDqEJrbBbvHee+/Jyy+/XK72oW4QxMOGDZOWLVsq8f3FF18UKQdxGRERIatWrVKC8PHHH5cFCxYU8SxfddVV8tdff6n24twdO3aszHU5ceKEeh/2+9NPPykbxyWXXKJuFsrLDTfcYGc/QXQY9YG4NZOWlibDhw+XX3/9VVauXKmEPOqA9Waxe+2116qbnz///FN9HvjczJ+FI/gczj//fFUeIhzvh0DGeYbgbtKkiXqN8w9Onjypbra+++472bBhg9x8883qPb/99lu5204IIYRUC4aPk5KSgl9p9ehIamqq8fvvvxvp6ekV2vfUZTuMs5/40bjo1Z+Ni1/7xbbgNdZje1Vw3XXXGQEBAUZERITdEhoaqtqanJysyk2ZMsWoUaOG7X1RUVHG1KlTne7TsSz4559/1P6WLVtmW3fkyBEjLCzMmDlzpu19KLN27Vq79w4fPty47LLLbOc5JCTEeO+998rcxkmTJhkdOnSwvX7kkUeMtm3bGnl5ecW+58cffzQSEhKMnJwc9frll182unXrZlcGr7t06WK3rmPHjsb9999ve432PPzww7bXJ06cUOvmz59f7LmaPXu2KuMI6ovPA49t2rQxXn/9ddu2hg0bqjoWx6OPPmq0b9/eyM7ONhITE42ffvpJ1QWf47p164y77767SPscj42y3377rW1dVlaWccYZZxhXXXWV0bp1a+Omm24qcn6wX11v1HHYsGG27fv371ftnDBhgm3dihUr1DpsK44BAwYYY8aMMTwZ82flbjIzM41Nmzapx9LA9TFnzhz16C/4Y5vdCc83qWpwbU2bNq1YvVYd0ENcCeAZBlZTV7n5td5eFSDjwjvvvCNW66kgPyKeiNoVx+jRo+XGG2+UTz75RHr16iVXXnmliu4Vx+bNmyUwMFB192vi4+OlRYsWapsGkUp0m5e0n6ysLOnZs2exZWbMmCGvvfaashogupqbm6si1uUBkVMMJESdAbrtx40bp/ZpbqdjXWFrOHTokN06cxlEk1EXxzIlgTbAioEo6b59+5S3GvaNikSIEcXH54ro9/bt25W1xNn5hu3h4YcfVtYI1BXHRPTefEx8Vp999pl6P+wPZYnCm4+lI8mwQTiuwzFhQcFxn376aZk5c6bs3btXsrOz1ecP+wQhhBDiidAyUQkwgA7kF3YVa/Rrvb0qgLiAJcC8wLNZEhBosDSg23vx4sXK8zt79uxK1wUD98z+WWfbSwJWDFgA0L0/d+5c1TX/0EMPKSFVVmBnQFveeustJYix4HxAWEMoOwpMM6i74yCyksrgJkTbAzSOfmdYTlAf+G/nzZunrAUQkeVpk6NtYtasWfLmm2+q586AXWLt2rXKcgKfMZ7jBsbxmNimz1lZbCDmc6E/Z2fr9PlBBgzUAb5wDAhEPWAZqWjbCSGEEJ8WxM8884zKAgD/KHynGIS1ZcsWuzLwPeqBXnq59dZbxRNANonosCA5ciLLJoLxiNdY37t18b5Md4Ho4r333is//vijDBo0SEUddeQQkT0zrVq1UoISkWfzgCl8RhDTZQVeVojiRYsWOd0OgYZoJUTw2Wefrcr/999/5WoXop7wR2PgIASYXl588UXlv3VsW2VISEhQvtz09HTbOhzLzLJly5T/GgPz2rRpoyKnO3furPAxsQ8s8OQOHTrUaRkcEwMGcWOBshi8iMF3ZhAtx+cPjzYi/xDRrs4ogXpgwB2i2u3bt1cD88qa/o8QQgjxO0GMwUZ33HGHGgCEwUeIsmFEvVlogJtuusk22AsLBkJ5AkitNr5/K4kMCZRDqSflQEqmesRrrK/jAanXNOiuRyoydKdDbEK0YHAdRK+eJALd/BCtEFHoaocwhbDB+cdALYhNiBxEXrG+rISGhqpoITI7fPzxx0qU4TP/4IMP1HYcB93606dPV9tgnShv5Br7uuKKK6Rt27Z2y8iRI1V7vv/+e3EVEJKI0D/44IOqvhgg6JhzGW1CTl8I5fXr16sIeGWFJ6L6uP6LyxeNY8IOA4sKbmJwTHN0HjcF+PwQrUVWEdwMYdAgbhpcCeqB/2fc6KAut9xyiy2LBSGEEOKJuFUQQ6QgioZoFiJJEBUQRsiAYAbiAxE2vZTXW1rVUeJPRnaSUT2ayZVn11ePeI31ngQmqkB0F9kAECVGBgWkUEM2BYBME4i8w4OLCKi+6YBoQsYApDI777zzlFUAFgBHS0FpIJvBmDFj5JFHHlEiHMfRntxLL71URS0h2M844wwlpFC+rOB6gVgfPHhwkW1IPwbvshbfrgDp2j799FN1HnRKMcfUbS+99JJKVdelSxflZYYIPeussyp1XHiZS5o8BW1EmjwcB1kdEC02Z/xAmjvcDMF7rr3T7777rvId4/y5CuwPdUCb0cOD/1lXzlpICCHeQs6+fXLs08/k0Esvq0e8Jp6JBSPrxEPYtm2bii4hooboHsAPKnyvqCZ+WJG6CmKpuAE6GLyDRZOamir169dXUUJHIY2IKAYpIUVXdU9gURlwLtBlD6tJSd5dX8Jb28x6ew+e1GakroPFBt9d6GEpCfSsISKPHNTlvVH1Vvyxze6E57tipC9ZIkdefkXyU1Nt66zR0VJz9L0S4eJZRn3hGvv666+VJRBpQd0R+PQYQYzuZEQKMe0wuuc1iGDBX1qnTh3VvYuu93POOUd1RzsDkTod9TSDbm1HEY2BVxDZ+NFxzOlKCCHuAgMQd+/eLQcOHFA+fkKIdxGYfFzqfvCBWLOyJC8yEqOPcdctASdOSH5IiOy9caTkltDj549kZGRQEAPMLDZ//nwlhs1T1DrzUaILHNFkZynDGCH2Tby1zay39+BJbWaEuGT8sc3uhOe7/Byf9rkkv/uuBCQm2n2fGPn5knfksMTedLPEDB3i1jp6EjkeECH2iDzE8I4i3dbPP/9cohgGOiducYIYI+uxOIJ/Ysd/ZJ2vFherOZ+vp6MHZ3lbvf2xzay39+BJbcbxUQ9n31vFUZ6yvoI/ttmd8HyXHePoURUVdvwusQQESJ5Y1HaeS8/C6u6IDMQwMgog8tuoUaNS36PTW2FAECGEEEKIpxFYOKAZEWEz+rXeTjwHtwpipFzDaH34e9FNCb8cFqQIA0hp9cQTT6gsAug+/Oabb1SWhK5du5Y4MxohhBBCiLuI6tFdAqKiJO/oUZsIVnaJo0clIDpKonr2cHcViScJ4smTJyuvCDJJIOKrF0zjCzDQbeHChSo3MXy+SNuF1FrffvutS46vfT0eYqMmhBAFv5MI8W6C6tSRxHHjxBoRIbmHD0vOwYPq0RoZIYljx0kQe7k9jkBP/tLHgBJM3lFVwEMM3yBGNiLHKyGEeAJ6mmvkDyeEVC/IFZy2eInkHjqkrA2I9kLglhe8L7RVS0lbtPjUvnr2oBj2UDxiUJ27wI8NRpUfxl2b1arSsrl7dHlZgIjHDyZGort78E914a1tZr29B09pM+qB7yR8H+mBv4SQ6iFt8WI5NOkFyUtLs61L/uwzFe2FwC0vEL9xw65xcS1JVeD337YQxJi5Tc+a5g0gsg6fNVLFeYOA9+c2s97egye1GYK8QYMGbq8HIf4WGYYYzk9Pl8CEBLFYrTbf76FJk1S0l9Fd38XvBTGoVauW8i4jD543gHoiRR0GF/pL2hZvbTPr7T14UpsxfsJfIvOEeAqwSSAyrMUwwGNAfLzy/8L6wGiv70JBbLJPeItfD/XE7FVI2O/uH+7qwlvbzHp7D/7YZkJ8lYr4gFEWaDGs0a/1duKbUBATQgghRPzdB2zOHWwWxcwd7B+wT44QQgghPukDDqpVSz3iNXzAOfv3F/te5g72byiICSGEEOJTPmD4fh19wFgPH3BxMHewf0PLBCGEEEJ8gsr6gJk72H+hICaEEEKITwySc4UPmLmD/RMKYkIIIYT4xCA5vMY25fsttE3QB0zKAj3EhBBCCPGJQXL0AZOKwggxIYQQQnxmsgz6gElFoCAmhBBCiE8NkqMPmJQXWiYIIYQQ4pGYB8mZ4WQZxNUwQkwIIYQQj8wewUFypLqgICaEEEKIR2aP0IPkMIAOnmENxDAHyRFXQkFMCCGEELdmjzBHfiF+MShOi10OkiPVAQUxIYQQQjw6ewQHyZGqhoKYEEIIIdXqD67sFMuEuBoKYkIIIYRUqz/YFVMsE+JKmHaNEEIIIdU6uxxEcUBUlPIMaxHM7BHEnVAQE0IIIcTl/mCdJs3sD8Z6+IM5xTLxNGiZIIQQQojLKKs/mNkjiCdBQUwIIYQQl1EefzCzRxBPgZYJQgghhLgM+oOJN8IIMSGEEEJcllaNs8sRb4SCmBBCCCEuTatGfzDxNiiICSGEEOLyaZfpDybeBD3EhBBCCHFpWjVCvA0KYkIIIYSUGU67THwRCmJCCCGEVCitmhlOu0y8GQpiQgghhJQZplUjvggH1RFCCCF+TnEp1LD++IKFEr9yhRw/niIxvXsxrRrxSSiICSGEED8Wvif//ttpCrWovn0l7YcfJC81VWpkZUnyX+sldfp0W2o1plUjvgQFMSGEEOIH4tcaEiJHP/zQTvge++gjMbKzRQzDLoUa3nP0gw8kIDpaAhISJDctTcKjoiT/2DG71GpMq0Z8BQpiQgghxMfFr5GXJ/knTog1PFxZHrTwzdm9W/IzMyW4cWO7FGqWwECR3FyRoKAiqdVgk0BkmGKY+BIUxIQQQogPzRrnTPzmHjki+VifkSGSlycC0YslJEQkPb2gfFycbZ/YhwKi2ARTqxFfhYKYEEII8dJoMARtypw5YmRl2SwPzsSvErgWi7JGQDgHFopfS1CQesyHbcKEJSCg4AkixSaYWo34KhTEhBBCiJdGg2F3ME6elMDCSDBwJn6VBUJtNMTIybHtzxoZKYJob1aWErvaSmEgMlxomzCnVoOHmKnViC/CPMSEEEKIl0SGIYbz09NVNDioVi2xhoYWCN+DB21C15n4Rd5gFfU1DFvUVwnc1FS1r4C4WOUNzjl4UD0G1IiW+JEjC/INHzksASkp6tEaGcHUasQnYYSYEEII8QKLBKLDatCcKRqsLA8Wi4oK62iwErHHjp2K8oLAQLGEhYkBG0VWlhK+5tzBxaVQi736Kjn+4wLZsnKF1D73PInp05timPgkFMSEEEKIh3qEc48fl4wVK5Q1ApFh2CNy/vtPApOSlPA1i1+bD7gY8RsYHydx48apfTjLHewsawS2xQwdIkdjakjMRRdJUKHnmBBfg4KYEEII8UCPsMoWkZKiIsCICgcEBkpudrZan3vggLJLWIKDJSAxUXL37ROBWC6j+CWE2ENBTAghhHigRzgvOVnyMThORHmEg+rWVT5gNeit0CIREBMjkp0tQfXqSo3LLxfjZBbFLyHeJoifeeYZ+eqrr+Tvv/+WsLAw6dy5szz33HPSokULW5mTJ0/KmDFjZPr06ZKVlSV9+/aVt956S2rVquXOqhNCCCEumUQjtE1rOblxUxGPsPIAWyxqkJyyRCCbRFKSig5jsFze8ePqUfuAMZ0yIcQLBfFPP/0kd9xxh3Ts2FFyc3PlwQcflD59+simTZskIiJClbn33nvlu+++k1mzZkmNGjVk1KhRMmjQIFm2bJk7q04IIYRUfhKNrCwldGF/gOg1e4RVtghkikBmCJTNySlIoRYcLDn790tY+/YS1aMHo8GEeLsg/v777+1eT506VRITE+WPP/6Qrl27SkpKinzwwQcybdo06dGjIOfhlClTpFWrVrJy5Uo599xz3VRzQgghpHwTaEAEp8yerSbLUILXYpHs//5Tr1X0NybGziNss0ggr7BhqIwSOlVaUK1EqfPUkxTChPiihxgCGMQVzqADYZyTkyO9evWylWnZsqU0aNBAVqxY4VQQw1aBRZOamqoesR8sZvRrx/WejrfW2x/bzHp7D97aZm+tty+1GdHa9CVLJe/wIZHgEBGLSPY//0jmH2sK8v7C7pCeXvAcWCySs2uXWMLDC8QuMjfk5Qq2nvII56rMEgEJCUocA4hm4/AhsUZFS/y994rUrFkt58DTzjfxPXI84NqyGLovxs3k5+fLpZdeKsePH5dff/1VrUNk+Prrr7cTuOCcc86R7t27K7+xI4899phMnDixyHrsKzw8vApbQAghxF8ITD4ukZs3Sej27RK+Y2dBBDcvT6z4vcLPauFgOKPwEVj0jG+wQmBWuMJyBibMQJQ4Ilzyg4IlMDVV7SsfEeHgYMkLDpbMpk0lLyJc8qKj5UTr1pKLwXSE+BAZGRkydOhQFRyNjo723wgxvMQbNmywieGKMn78eBk9erRdhLh+/frKm+x4gnFHsmDBAundu7dX5Vb01nr7Y5tZb+/BW9vsrfX2pjbrCHDOju2Se/SY5J/MlKyNm1R014AXGMIWohYUilu1LjhYLBgYByEcHFzwmJurhDB8wEZ2QbBHTbJh5EtwRKQExMVJfmys5B7YL+Ht2kvEhRdKRI/uEpSUVOXtLLb9fniNkeq/xr7++mtxJx4hiDFQbu7cufLzzz9LvXr1bOuTkpIkOztbRY1jTHfDBw8eVNucERISohZH8E9c3D9ySds8GW+ttz+2mfX2Hry1zd5ab09vsx4El3vkSIHtoTDKqyLAOvoLsYsuXy18IYa1KNZltGiGQNYD5SwQwkbBewMCJABBG2xLS1PTMtd9+imP8gj74zVG/IeCuR/dBL4QIIZnz54tixcvlkaNGtlt79Chg/rnW7RokW3dli1bZNeuXXLeeee5ocaEEEL8ZUDc4Tffkn3jH1STXcC/K4jk6qmQIWSxwPqA12bhq59DIJueYxCd2gceCyPHaurlgACxhoVJ7rFjknv4sFgjI1QaNU8Sw4T4OoHutknA24sweVRUlBwoHDiA9GrIS4zHkSNHKgsEBtrB8nDnnXcqMcwME4QQQqpECL/9jqT98IMYmZkq1ZlN6EK86ggxgLBFRBfRYLMIhmgujATbrBQol5OjUqkF1q4teUePigQGSNx110nE+efLyfUbOKMcIf4qiCdPnqweL7zwQrv1SK02YsQI9fzll18Wq9UqgwcPtpuYgxBCCHG1PeLgM89Kzt699lFg5fEtyBZhE7jAUQTr96AcXutIsNU0sC40tGAmusQEu8k0wtu3r8aWEkI8ShCXJcFFaGiovPnmm2ohhBBCqiIqfHz2HDn28ccqKqyELAQtIr96UBwwpU2zPTdbIEzC14qsRgEBasBc+NlnS0jz5iodG6dWJsQz8YhBdYQQQogn2SNUPmBzxgiN9gUX+ochgq2RkcoKQeFLiPdCQUwIIcQvhXDq/PlinDhxaoPJHmFkZ6vZ5VTOYPOkAaqMRSyRkWINCVEiOLxjRwpfQrwcCmJCCCH+KYTNkV/tEzZFgDFYDpFf/SihIRJ+5pkSXLeeBDduTBFMiA9BQUwIIcS/BszpwXJmzFYI/YiJNwrXByYlSa0HHrANgiOE+BYUxIQQQnw+MozJNfKSk09NqAFvsCOIEps8w8gRbAkPk+g+faXmbbcyGkyID0NBTAghxKdBBgnk+M1HtFf7hIvDalX2CAhh5AiOGTiQQpgQP4CCmBBCiE9bJZBOLT8joyAyDFFsnlzDDKLDAQG0RxDih1AQE0II8WmrhBK6iAojjRoyRjjLJ2yxiDUqSqL79aM9ghA/hIKYEEKIT1slDEy5bIoA23zChQPoKIQJIRTEhBBCfCYinLZ4iWRt3y5ZmzdL5saNItnZBSLYNpGG9dTguZAQibnsMgphQggFMSGEEN/wCsMekXvkiOQ75hiG+EWUGBYJjJuLjlYTb8TfcIMk3HG7+ypNCPEYKIgJIYR4NRl//in7Jzwieenp9rPKmcnJKZh5LjdXPQ+qlSgxgwZWd1UJIR4KBTEhhBCvskUcX7BQEpYukb3fzpW8/fsle9euAiFsHiQHHF4bekBdQIAkjh1HmwQhxAYFMSGEEK+Zdjnthx8k/+RJicnKkkzHQo6zz+nX2kMcEiIWq1XlF2ZKNUKIGQpiQggh3j3tcmlo7zByDCcm0CpBCClCCdP1EEIIIe6PDEMM5x48aEuTVm4Kp2kOiIujVYIQ4hRGiAkhhHimV3j2HEmeOVPyIIY15YwOW0JDxRIaItF9+jK9GiHEtYL4+++/l8jISOnSpYt6/eabb8p7770nrVu3Vs9jY2MrsltCCCF+jvYKp86dKwamW64IgYFiCQ6WqD69Jazt6RLVsweFMCHE9ZaJcePGSWpqqnq+fv16GTNmjFx00UWyY8cOGT16dEV2SQghxM85PusL2T5osKTMnFlxMWy1SlCdOlL3hRek7rPPStywayiGCSFVEyGG8EU0GHz55Zdy8cUXy9NPPy1r1qxRwpgQQggpD8lffCEHHn9cBHmCK4LFIpawMKlx8cW0RhBCqkcQBwcHS0bh3fvChQvluuuuU8/j4uJskWNCCCGkLD7htKVLJQvTLGNq5XIMmguoVUuC69VTE26En91BYgYOpBAmhFSfIIZ3GNaI888/X3777TeZMWOGWv/PP/9IvXr1KlYTQgghfiOCUxcskOzt20Wys+0LlGHQHPzBWZGRctqnn0h4/fpVV1lCiN9QIUH8xhtvyO233y5ffPGFTJ48WerWravWz58/X/r16+fqOhJCCPFi8Xti+XLJO3ZMjPx8yd2/v6gILg9Wq4oMH+nRXdokJbmyuoQQP6ZcgljbIWJiYmTatGlF1k+cONHV9SOEEOKlk2kceGyi5B4+XP6JNErxCNe46UbZtGaNK6pJCCHlF8QQwpYy+LvyCpOgE0II8c+I8Mn16ysXCdZYLBLcpIlEX9Tf5hHOyclxRXUJIaRignjJkiW254ZhqIwS77//vs0yQQghxP/Eb+6hQ5J/4oTkp6QUDIxzEZbwcKn14IMSe8Vgl+2TEEIqLYi7detm9zogIEDOPfdcady4cXl2QwghxItFcMq8eZKzc6dtSmSXY7GINSZG6r89WcLbt6+aYxBCiAlO3UwIIaRUIXzwxZckbcEC19ggSsJqlcCEBEl69FGKYUJItUFBTAghpGQh/OOPIlXp2w0MlMD4eAmqX08iOndmPmFCiPcJ4rIMsiOEEOKFtogdO1zqCbYjIEDlE47s2VNqjRlNAUwI8R5BPGjQILvXJ0+elFtvvVUiIiLs1n/11VeuqR0hhJAqJePPP+XI5Lcla8sWyTtxQozMzKoRwVarSFCghJ1xpoQ2aSLBjRtLVM8eFMKEEO8TxDVq1LB7PWzYMFfXhxBCSDWI3/ysLDGys8XIyKjag2KAXFSUBNaMl8Sx4ySqR/eqPR4hhFS1IJ4yZUpFjkEIIcTNHHj8CUn+/HPXTJJRFoKCJKR5czUwjtFgQoinw0F1hBDiw37gox9/IsmzZ4sgR3BVYbWKtUYNCYiKlMDERA6MI4R4HRTEhBDio1Mn7xv/YMFkGVWB1aoiv+YZ5AghxFuhICaEEB8jdcEC2TtmbNXkDA4Kkqi+fZkZghDiU1AQE0KIlxOYfFwOPz9J0pculdyDB6tGCAcHS1SfPhTChBCfhIKYEEK8mPQlS6TBq69KCtKluZqAAAlu1Ii2CEKIz0NBTAgh3jyT3JNPSYALxbA1NlZCmjTmwDhCiF9BQUwIIV7KkbfflvxDhyr8fkt0lATGxDAzBCHE76EgJoQQL5xaOfXHHyV7y5YK7cMSFia1HnpIYq8Y7PL6EUKIN0JBTAghXjLDXOaff0p+WlrFdxQQIDUGDZKE229jJJgQQkxQEBNCiAeL4IzVq8VwgUfYGh0tdZ59llMnE0KIEyiICSHEg6wQaUuXShasEK5KnRYQIJHduknShIcZFSaEkGKwihv5+eef5ZJLLpE6deqIxWKROXPm2G0fMWKEWm9e+vXr57b6EkKIKwXwgWefk3+695DNbU+XbT16ypHXX5es9etdIoat8fFS8647penCBVL/rTcphgkhxFMjxOnp6dK+fXu54YYbZNCgQU7LQABPmTLF9jokJKQaa0gIIa61QRx6+RXJXLdOJCuryo5jCQmRhNtuk7hh11TZMQghxJdwqyDu37+/WkoCAjgpKana6kQIIa6OBB/9+BM5PmuWGOnpVX9Ai0UCa9WSqJ49qv5YhBDiI3i8h3jp0qWSmJgosbGx0qNHD3nyySclPj7e3dUihJBiSV2wQA5NekFy9uwRyc+vvgNDDCcmSq0HHqBFghBCfEUQwy4BK0WjRo3k33//lQcffFBFlFesWCEBAQFO35OVlaUWTWpqqnrMyclRixn92nG9p+Ot9fbHNrPe/tPmtEWL5OhLL0vurl1S3eQHB0tYs2YSceGFEn35ZRKUlOTTn50/Xp/uhOebVDWecG1ZDMMwxAPAgLnZs2fL5ZdfXmyZ7du3S5MmTWThwoXSs2dPp2Uee+wxmThxYpH106ZNk/DwcJfWmRBCApOPS9333pPgo0er7ZhGQIDk1qghJ9q0keNdzpfcmJhqOzYhhFQFGRkZMnToUElJSZHo6Gipbjw6QuxI48aNpWbNmrJt27ZiBfH48eNl9OjRdhHi+vXrS58+fYqcYNyRLFiwQHr37i1BQUHiLXhrvf2xzay3+GSbbdHgarREYHa50LPPlrhbb5Gwdu1s6/lZ+Ueb3QnPN6mOa+zrr78Wd+JVgnjPnj1y9OhRqV2CNw6D8JxlosA/cXH/yCVt82S8td6VwVvbzHp7d5ttnuC9e0Xy8qqtLkoEt2sniaPvlfD27Ussy8+KVDU838SXcasgPnHihIr2anbs2CFr166VuLg4tcD6MHjwYJVlAh7i++67T5o2bSp9+/Z1Z7UJIT5Mzv79cvjd9yTlxx/RxVS9Bw8MVIPiovr2kfjrruPAOEII8QdB/Pvvv0v37qemEdVWh+HDh8vkyZPlr7/+ko8++kiOHz+uJu+A7eGJJ55gLmJCiEvToh1+a7KkzJ8vTdPT5b/qPLjVKoFJSRTAhBDiz4L4wgsvlJLG9P3www/VWh9CiJ+J4LlzRU6etK23VNPxg5s3l9pPPF6qDYIQQkj14FUeYkIIqcwscZgqOWvDhmr1ASsYCSaEEI+GgpgQ4rNR4IMvvChpCxeKZGdXfwUCAyWsQ4cyDYgjhBB/zjBx5MgRya/OSYycQEFMCPE9EQy7VXVHgTVWqySMHi01bxzpnuMTQogH5BTeVThJUcuWLW3rkb7vv//+U+PHMK8E2Ldvn0yZMkXq1asn7oSCmBDi9RybMUMOPvucSGam2+pgjY6WqL59JeH222iJIIR4Nfn5+XLy5Em7VHtIcLBx40YJDAyUTp062cp+8cUXKhPYpZdeKq1atVLrDh8+LNOnT1cZw8yCGOuRQhf70mDStNDQ0BLHlFUHFMSEEK/1BO9//AnJ3rzZPRUIDpbQNm2k1gP30xJBCPF4kpOTVbrb+Ph428y9hw4dkhUrVkhYWJjK5KVBxHb37t1y1VVXSevWrdU6zCCHCC9ErlkQZ2dnS2ZmpooKa6KioqRu3boSGxtrV4fOnTvLmWeeaTefREJCgowZM0YJa3dCQUwI8XwLBHIC5+a6tzIYGFenjtQa/4BEFzNTJiGEVCc62tqgQQPbbLx79+5VWbogSq+88kpb2a+++qqIyEUU+M8//1TC1SyIIZD1dk1MTIy0a9dOPZrB+3r16iU1atSwrYNovummm4rU97TTThNPhYKYEOJxInj/E09K+pIl7q0II8CEEDewfft2Fc2Fx1aLT/hx586dq0TvsGHDbGUhfB1Fbl5enirvGJ3FvtLS0uzWQbj26NFDiWczgwYNUtYILBoIXqx3pGbNmuILUBATQjzC/rBvwiOSY5q5stqxWCSzQX1p9vTTEt2hg/vqQQjxeuDBtVqtttdbtmyRY8eOSYsWLZQIBTt37pTZs2croXr99dfbyi5dulQJWkR3tSC2WCzK3gB7ghlMWobjBAcH21kQ8N7IyEi7spj51xGU6dq1a5H18PT6GxTEhBC/FsGBdesqG0RY164yb9481SVICCFmMOAL6cHMwnPDhg0qXVjbtm1tUVJEd2fNmlXEMrBs2TIlchHh1YI4ICBA+XIhds3Ur19fCVJtW9Ai99prry0icvv371+krnhfmzZtXNh6/4CCmBBSfZkgnp8kkp7u3oqEhEhU715Sa8wYu2wQ+LEjhPgP+J9HxDUiIsK2bs2aNSoTAgZ+JSYmqnXIoPDZZ59JUlKS3Hzzzbayv/32mxK5EMNaEEMwY4AZBq+Zady4sRLDZkGL/Y8cObKIyO3du3eRukIg6zRlpGqgICaEVFkEeO8D4yX3v//cXRUJadNGkh6ZQC8wIT5uU4AYhdA1D/xatWqVsht07NhRiVqwdetWJXKR7eCWW26xlV23bp3Kk4sMCVoQh4SEqH07ilzYHxC5NQ8mq1Wrltx+++12IhtceOGFReqL/SIaTDwDCmJCiM/kAjZDEUyI95ObmyupqalqoBjEp+bXX3+VAwcOyPnnn29L4bVt2zaZNm1aEZG7adMmJXKR4UALYp12DALaDAamQQxrWwPAe+69917bezQ4tiPI2auFNPEuKIgJIZWKAu8ZO07y9u4VjyA4WGo9MkHirrjC3TUhhBQDbApHjx5VvlwMCtMsXrxY9u/fr6KpEKVgx44dNrvCrbfeaisL8YtBaYjSakGso7IQz2bat28vjRo1shOq2N/9999fZPCYOb+uBpkWzFFg4npSvvxS6r/+hrgTCmJCiHeLYKtVQlq1YjSYEDeCSCtsCaBhw4Z2acEwNW/Pnj1VrlyAaK0zkQs/LkTu6aefbhPEELmO6b/AWWedpcSwjvgCCOMJEyaowWqOZR1BGfOgNV8hedYsOTb1I4kbMVxiTTmIPb3Oye+8KwGmiT3cAQUxIaRUDkyaJMkffOjWOgQkJEjSY49yUgxCqlHkImIL24IZ5MPFhBDIcKDFL15D5MJDe9ttt9nKwtYAAawnjwAYRAah6yhIEZ2FGK5Xr56dyH344YeL1M1ZNhhzmjNPEpbVJVJxnCOT3xYjM1M9Ak8XxcmFdQa5bo7CUxATQpwS/+VXsu3+B9xaB4pgQlwL7AQYHIaBZ+YJFRYtWqRELSZp0AO9tMiF1UBHbAHsDhC6SBmmwcQO8N06zmIGn22HDh3sBo9B5I4bN65I3Vq1alVknWNKsuoQoq4UltUlUs3CMqhOHclNTvZ4UZxsqnMAJhE5etSt9aEgJoQo9j36qKTMmGl7fWpISfVCEUyIa/Lk/vHHHyrCC0GqfbbIk+sskovpfuHXhdjV4hW+WYjm+Ph4u2N169ZNOnfubGdXwPO77rqrSL2aNm0q7qCiQtSVwrK6RKr5OIGFs9Ph0ZNFcbJDnXH9uhsKYkL8GE+wQgCKYELKBnLiIk8uhKaO8MKS8Omnn6qpepHyS7Nx40YlgGFB0IIYuXCdWQvOPfdcNfhM2xoAIsOjRo1SQhuT1miQrcGTqagQdaWwrC6R6uw4Gk8WxcemfqRuVvD5eAoUxIT4Y3q0p57GUG+31SG4eXOp/cTjHARHiIia7Sw5OVlFbSFYASK7X3/9tcqCMGLECLsZzyByL7vsMpsgRhmI1rS0NLv9YgY1iGFzdgWkLoMn11EUN2/eXDydslggKipEXSksq1OkliYscbycfftUOU8SxHEjhqtzgHPheI7cBQUxIX7CrjvukPRFi91ybGt8vNR+fCIjwMRvwEA0CFTzFLwQvkuXLlUZDgYOHGgrO3/+fBX5hcjFDGkAZeDTdUwLhvRhWKeFM4Cl4c4771Q+3tKyK7hy4JmnWSAqI0RdKSyrU6SWJiyx3hIWpspVO7m5IrhJS00teGzZEjns1Cbd7iOvvia527dLQGCgWEJO2X3cAQUxIT7I4XfekSOvvApjoVuOH9SokdR59hlGgInPAa8jFi0sMWnEn3/+qdaZZyP7/PPPi4hczHa2YcOGIiIXUVsMdDOnFoP9YejQoUVE7gUXXFCkTnifo8/Xmygt8ltWC0RlhKgrhWV1ilSbsHRyPLwGNW+7tWzC2zBE0tMLxKtecK22aVO07OuvY1o/+7KOy8mT9u/Ztw8jKu3r/ttqOfLVl4LM0dYE905oQkFMiC9YIJ54suBu3I1YwsMl8cHxnBSDeD0nT55UtgTYEOCr1cDCAEGLdGM6+oqyS5YsUSLXLIgRwUWUNysry7YOg9T69OmjtkFA6wwK/fr1czrjmTfYGKo68lseC0RlhKgrhaVLRWppGIbE9u8vknxcjnzyseQe2C+B4eGSm52Dbgb74xw+LDJ69KmIreNy4kTRIEqfPkgmXfS4333nfH1J4BgmQQxiL+wm8t67ciQ+XgIcpsaubiiICfGBjBBuIyhIat59tyTcONLdNSGk1HRjx44dUwLWnALsp59+ki1btqisCfDc6qjvzJkzlcg1C2Lg6NWFyEUEGCIXEWAdOb7ooovk0ksvtUsbFhISoo7jT5QU/S0t8lteC0Rlhaiz91dUwJZ5X7hhOn5cBCnsEJ0t7E2w45tvRL78sqCMXvR7sOTliWppjRpKWOZYrGKJj5eaY8fY1xkz+H36qZSLNHtfug2HnosK76tGDYlFMCcnV47GhIg7oSAmxAvYM3aspM39TjyB0A4dpN4LkyTI4U6fEHcAEYoJJPS0vWDt2rUqhRgEbrNmzdQ6iOE333xTidLx48fbymLCCMykhnRjGohbDEaDXQFCWs98hnRjXbp0sfPvYn+wRTiL8PrStLoN35osKZmZUvN//yu34HUW/S1L5LciFojKilrz+7FvRJSLfR+EHKKtuOlxEpGOxWyeNePlyJZ/JOfgQcGtUc2gQInFRCOjRhWIWVMPgsBr7my2tg0bRD7+uMR6q+MV5oU+Fhsnced0LFpnV4lYgM8Ek7Jgn/h/wGNpS+PGUoQuXVRkOjInR3Z88YXI0KHiLiiICfEwPCUVmg2LRWoMGSJ1Hpng7poQPwYCF7lyMTOazn8Lkfv222+r3LtmkYspgNetW6d8uFoQQ9yiHB4x4E37dc8++2w1BTAyPGgQGb7xxhuL1MFx0glfw5m4tU2rm55e8BgQUETUliZ4HaO/oCyR3/COHSVj9epyWyDKJGrz8wseHQcZ7tsnsbAWNGwoxzZskLjISIn96iuRKVOKRmZ1Fz/yOb/1VtET+tZbErt1q4qCKpGafMwmWp2SmVmQ/ceUS1pRjusO+1fHcJYaLzwcs59gPuxTIrU0MZuQ4PxAr75asPgQFMSEuJGMP/+U/268qaCrzIOIuPQS+fP881W3ry9FuohnAUGLnLqY4QwDywBmP8PEEfDe3nvvvbay69evlzVr1iifrhbEiArDi5udna0WPSlFy5YtlRg258uFyH3wwQeL1ME8A5u/UJzwdRS3wDatLkRZfr7TbWURvGaha+TkqOhqaZHfkxs2KCFbJgsEBnht2WITrEoUQogeOyZxwUES+8YbIk8+eUrMIrK7YoXIOefYH3znTpE77lAWhDInA8MxnVE4FbFNpJYFlHMUobjeMcEJ9ofPAY/FPccjRG7hlNp2IJK9aVNZW+V3UBATUs3gi/7f/w0R49Ah8SQCatWSeq+9qjJDwCf5pykRPyFlBQIVFgZ4Z3W6sYyMDPn+++/V+muuucZW9tdff7WJXD0gDcL1UOH/BkQxLAkAE0bgujTn1MU2iObIyEibrQFgMJo/DEiriPgtTfhqcXvohRfVa2tERMG0uikp6jHv+HG7bY6C19k2jS5jFOZAVyIXn29eboG/NTdPPeZmZIglP1/iMGDs889FMtLlSEqq5O7dI4FBwZJbeA3YRX3ffFPkvffsjleqqHUmUivSC1Cc2I2LK7BSaNHqKGKdiVpntoZBgwoWUqVQEBNSDfw39BrJWb9ePI6QEKk14WFmhiDlBhHZv/76S6ULM2dX+O677+T333+3E7kQqygLMKhNpx1DVBjRXi2ctci99tprlcg1pyE744wz1AIgjM2D2vxFyJb0uiziN+P3P5QFoTjhaxaw+YV2AKx3RG1D6jn0Hp1IswnZwLw8OYnIK7Yh5RaiuBC6WDCJSM2aBdFfWAPUZ2tI7j//SCAEcSG5hTc2NY8eldh1a9VzuwFjhhR4cR0tEBW5DpxFds37iYwsPiJrfl3c9NTff18QlSVeAQUxIVXsAYaD8dTPt2cQ0aePNHjNt/xfxDUD1DBjGrIomO0GK1askD/++EMJUgwq05HguXPn2qb91SIXQhYgGmwWuUg3hm3miSHOO+88tTjSpEkT8TbMYhSU57mjwAXOhGxxrzUlid/sPXskde5csUZGSnC9eiL5iMjmSj4GTUHAQrdBmObmSR6EbKHHNhfReqTiKvzc8jD4EK/z8iTv0CEJzM6yFxUBAZIbGCS5mZn22wojn9r3C0Gr6vzgQ5IrAUpM24lhh6irbcBYfE2JczbIzVEQ43osLRrbunXRDxKDhY8dK7AdmHodKgTFsFdBQUyIC/inT1/J27VLPJLAQKl5zz1MjebnmFOCAUwasXXrVpWCrE1h4n1EXl9Hwn0ReeCBB2wiF9FgzLJmzsQAkYv3IbqLfWsgcM8///wi3nNvTzemBWto27bK22oWtVinBaqOuFqs1jI9dxS45oitMyFr/7qu5B49Koeee75A1AYHS1BoqGQfP273HojQfGQvyMuT/OPHJffIERWVzQsOKRBthiG5xxDNzVXCFBH93IBCeZCfXyCCC32tAfHxknvggHpPgCmya8aKiHBhtBf7U0DwOsv28OCDcgTXXmCQWIz8AjGMMRWYaMTBGxuLFF147axH6+abRa6++lR5x4FpZQX/Ix4ylTCpXiiICfElAWyxSOxNN0nS6FODkYj/gPy58N+Gh4dLncIBS8iogHRj2DZu3DibyN2zZ4+sXLlS+XS1IIbI1dkYEOHVZZG+DMLZcTa0K52kotKeX18RulinBS/8s9k7d4olJMQmXDFADOsgPiFi8w4eVOvx2mY7KOZ5YK1akp+eXiBeIyLEGh4uechwUCiIlZCFOISQTU2V7E2bJB/RWcOwCVvYDvIDgwoEcV6uQKLmBwWr6CZEMPahBG1+vvJ1G/n5hZHYAkFrE74Wi+QFBCoBq0UsIr1K+Dp87lZcF7BGOFCwX4skon3hYXIkOERyQ6wSGBSk6iVOrA6xH30k8vMvcmzhQom7+iqJRdotZEMob3QVvmKTv5yQ8kJBTEgZ+PfKqyTbEz3A+PkJC5M6L0yS6J493V0VUkXAngBhq6OuiMhikBoyMlxyySW2cphCGLOmYaIInRsXPlyIW+TThSjWIhfpyxC1xWA1M6NHj7abTAJACHvr1MCOgtf8mL58uRrgpUWtM6ELYam2BQeLUTgbpJGVpaK5isKoO0SuErqFEdd8dPEXnkf1vBDz81zkqVU7LBC4yr4AUWmxSG6hsMZzDDDD/GH5hfvGXg0tQAvXqf1pcYu3BQWJgajs4cNKaBsZGUoMq/cWit+QQkuDTfjqiK81QCQgUKzYN8RpIcpKYbFI4p2jVG7cI8uXS67FKoExMZKLtlutUvP22yT2qqsK3lDoYYZnuNh8vp07SyyWB+53yedNSEWhICbECakLFsjeO+8SjyQoSGo9+ggHwvmg6D1w4IDy8CJ3rha/v/32myxYsEBFabXIhfUBg9QwQK1r1662fUC0IgsDorxmrrvuOmVtME8oAY+w2SescRTD7hCwh18rsG1EdO6sRKvj87Bzz5WGq1bJgV+XSebKlbbtpQleLW7V4/btpw5aKGqLCF1YQQqjpWo9zg0Wk0VEbYcw1dYA83NzOUcgYs3nWgtbCOCAgILUZEBbT3RZsyguXKf3ol4XRpAh3i2BgWo/xsmTEpiQoEQ2rjO0LQBCF37vrCyxIusD3osBdLBEFA42S9Q+37cmSyDWRUfbi1oteE2+YLvob+Hz4ibuIMSToCAmpJBdd9wh6YsWi0dBC4TPACGixebu3btlw4YNSsCeU5gHFdumTp2qLAy33367Lb0Y7Avw9iIabAYZHOD1NM/QBtGspx82o+0T7hS4+ZmZYg0LswlbZ68VeXlKmELUpX79tU0Imp+fmDtXgqxW9ahJxfS2QUHFC16TuLU9FidqIRqdidnCSGwR9PtQP/Pz4srr7ebnWiBDCKMuyMKgprTNKTp5BASzad+G3m4RCYyLV+XhLVaiGuI3Pl5ld4D9AlFs2DYCC73FmB0tsfD7RYnb/fuLiFv0Lux5a7LE3nJzuQWveUplQjwZCmLit2y9aIDkmn80PYCQc86Rxh9/5O5qkAoA0YroLoSKedazKVOmqMjvyJEjbSIXg9NWrVoljRs3tgliPUkEBDHsERrMonbnnXcWSS+GzA76uO4Wus6A2A2qW1dOIt1aobjMO3GiQNgW4vjahllMmkWl6bnFUdSCwvy2doK3OHHrGAl3tr/yUkxdSzwuMAte+Hzx+aNcYZYDtSerVVkf8gutD9iGqC/Q9orAxFq21Gn4XJT4DQ+35f+FLznywguVH7q4GdycidsagwfLsrAwaXPRRUWqTsFLfAUKYuJXbD6746npNj2EoFatpOnsr9xdDVIOYFfADGuY9lcLVUR8v/76ayVyYVHQQOBiOX78uE0QI2IL/66ecU1jfp8GVgdznl53C12gIo8QnyVEQCF29QCxclPcfh1tBmV5T1Viros5wqwFvU7bVShg7aLROmqtsVrtBa5h2AbdaWGrs0wUEbqFqe40pYlfZzmMAcUt8WcoiIlPs/mcTk5HQ7uV4GCp+/JLHATnYaBbGMIVKca0f/e///6TRYsWSUxMjAwyzRS1bNkyOXjwoMq8oAUxpgpGhgXHdGOXXnqpGtiG7RoIY+TlrW4ghA4+97wY6elqkJj2p9oErhZ11Sku3SFkCw5sct86UFYftWOeWryGyEU015xZokaNos/z84sIXkeBC9+yo7B1JnQTx445ZXkog/il8CXlxTAM1RuF70nzDTqmxsbkPPge1N+F+B7duHGjGvyLoIEGQQN8p2IWSYyTABjwO3PmTNUrVp03/s6gICY+A34ItvXqXfJAFjeQ2ryZdPjyyyJCibgHZFrYtm2bGpimZz7T1gaI3NNPP11atWql1uELfdeuXZKO1FcmWrdurcSwnoRCZ21A7l7HQWlV5d81i9umFotse2C8TdCqjAgolJ196jl8uSaUT9dhnfKsVoayemarA1ccD/+zZu+x3q8pumsWtchSgewOqlihKC7puTPBaxa45Z2pzvE9gOLXd8EEOhhYi0G0OnsMvqu2b9+ubsL19xhYu3at6tXCdxesWVrM/vDDD+pGfpDphh+zTW7ZskV69Ohh+45EHnKkb4Rovf/+UxlBli5dqnrMcIOvc41D5H7zzTdqjINZEO/cuVPNYolxD1oQgx07dqhHd0+3TkFMvJrN53eBIVM8itBQafjRVAlv317dUc+bN8/dNfILIF4RmTBHGZCCDF/C3bt3t2VUgH8XX9YY0GYWxIhuIIcvfmA0sDRcccUVdtFd0K1btyrPzrD3/gcKBooBCF2zr9RBuFq0EDWlBdOYn3ttZLcs59YV59+8Dy16rdaCmwpTBN0sfM2i1jGPcUVnqjOLWY2jsHUmdCl+PaOXCdFU82BX3FRnZGSom2i9HgJz/fr16qa6Y8eOtrIQqLgxx3cWygN8h82YMUPi4uLkpptuspX94osvVMQV+cB1LnF8v3355ZfqO8ssiDdt2iT//POP+t7Tghi/TxC+5rpqQYvAgfm7UE+jbh7fACDGUS8M/tVAYEPc4j3mwcRNmzZVOdIRPNDgfRDjKIPz4U4oiIlXsX3AxZLvaRNiBAdLw08+VgKYVD34wkekAwPXtFBF1oaPPvpIidpB194oCzcdlIOpJ2X3P0cl5Oh+aXv4sE0Q48sbUwPXrFnTbr9IaabTm2kgrp1lbXCZ2HUmKrUoM2/TP0JYV5VR3OLqUpW4K82bQ6RXrQoLOyV0ka4sK0u9DoiJkfCOHe3SujkTtWacZWMo7TnFrOuBIINQRY+QnqkRUVRERyHGzANgkccbwrV9+/a23h8ITkQ1ExIS7FIcfvLJJ0rUXnXVVTaBuXnzZiVSIfiuv/56u4grRO6wYcOUKAQYgPvTTz9J7dq17QTx3r17lYA2R1YhFiFSzQIVICqMxZxxBIIT33XmFIt6cC7EMNqhQRnkMXecTKd79+4q2mseyIvn48ePtwljTe/evdViBt+bQzHBigMtW7ZUixlEkdu1a6fEOSwV7oSCmHg02y67XHK2bFHP0cHiKWaIGkOHSp1HJri7Gj7fHYgfInxRmv22iKAg0nHxxRfbfjTw44XIxfpjIrM/WCVpmQWZF3LzIiU8pIN0kTjpaPpiv/baa4scDz+O5YnylihqK0MF9meLENtWVOPAMzfnLS6P4FUWCFOKNR3pRQRY5zF2NlNdSTl0KWIrDwQdBCr+h3GjCpEE0GOzb98+5eE358z+8ccflTjs2bOnLbqJ6OLy5cvVoFazQHvhhReUADanMoRwnTt3rhKJQ4YMsZWFQMXgVwhaLYgRKcW+GzVqZCeI8f2EVIiICGu0LQ4C3AxEN4Sk2TaHNuH7C49munTpotpmtlpBNN9xxx12UVhgrrsG52/EiBFF1nfo0KHIOghXZ+vjnUzCg5sJb5uFsrxQEBOPwhOzQABLrVrS8qel7q6GT4AfPQzCMP8Q4IcI0QFEJTDLGoAQxnr8kPTq1csW3YGNAe83/7hA5F454ha584stkp6VK4nRoWqWLUxze+RElrz+8245p1kdqRMT5n7BWxGquw7VZVEoC+aIuemYyL2LGdzsKIPgdZyxrqT8uf6M7v6HONX/e1iH7nv8byLSp9f/+++/aj26+LUPFGU///xzVRbRQi2mfv31V/n555/V/3n//v3VOtyIvvHGG0oYY6ZEHd3cunWr6rVBxNYsiNesWaNEI74vtCDG6/379xcRmFpcm9MTIoqK3iVHqwAEsnnKci1G+/btW2S/l19+uaqvWTzCFzthwgTbMTVmf64GkVrc1DvizEcLIWyO7JKqgYKYuJU9Y8dK2tzvxBMJbt9emsyY7u5qeC2I+CD/LiwKOr0Yuglfe+019YPx0EMP2SKyiODABoEuSLPIRfQCP1zwB+sfXwz0wGIG237flyVpJ3NsYlitt1ikZmSIHEo9KQs2HZThnU9TXs0DTz5VdEBZYS/EtvsfcJ+wrWqR6anRXA1maYMYgQgzTdrhbKa6o6tWSXynTiXOVFdadNdX0BFJs/jbs2ePuvk0D176+++/VXc8LENYACwCn332mSp766232v4n0RODWRIRFb3gggtsx0FZ8OCDD9oilhDDv/zyi3Tq1Mkm6PA/icGruj5aEENEIpOLObIKIE61vUGD7w5YDHRkV3P++eer7wSzcEU5CG9Hq8DNN9+sbqrN0VUMLMPiiBbojhFXR3tVcYNl9XcU8U4oiInbLBCeRtRll0m95551dzW8DvywrVy5UnUfwo+mf1BXrFghq1evVl2AWhDrKYVRBj/EOkJz1llnqR9S8w8fftyxv7ICzzBSVmXvPlZkW25oDdk0ab5s3jxffCqy6wUCV0VtMY1wUJBYo6NLnKkOrxPuurNUAQuBtWbePDVRhDdnb0E7cCMIcVevXj3begx0ws0kRKtej/8v5LmG6IIXVTNnzhyVQQA2AQhFgP8teOpR9pFHHrGVRSQX/5M4Z1oQowx8qwCiWJ9PLSDNkVVsQ8QUj6izBpFhiGHzYCn8jw8cOFD9H5vFKP7XIUYdU2yNHTu2yPnBoDDzwDCNFuhmcOPsOPgVmDPBEFISFMSkStl87nkix4+LR2K1SsPPp3EwXAmg+xDRFS1y8cMLXy+6SyF0AX7wkHoH0R0MxtCiFyIYg03MP0jY15gxY5QQNvt1HSeocERFdR99rMSUekaj80Va9FQ+c3OcRr3DIhJ3MrVqBK0HDDwrIaNu1Ud0TfmMzWix60tRWkQvzd3h8LdCqEIk6i519IIgWopr/SLTzG6zZ89WI/0RhYQo1GXfffdd1YV/33332crCPgTfKoSnWSgjnZZjd7we5ISoqwbRWHSxQ4ia6wwfLMrr7AUAZf73v/+pR3OEE1ODY0F5LYrxP3vLLbcUOS+4mXXW1Q+rgyP433e0KhAi/i6I4SOaNGmS/PHHH8r7gy8M+HI0+IF99NFH5b333lNGd9z9Tp482a4LiHhgLuAenjvhRK0nn5C4K65wdzU8LsILqwJ++PSIa/yILl+7Waat3ivtOl0g9eKjpFfrWiryhK5Y8+hjvA/TCCPiY/5Bhd3B2YANCOQt53WW/ORkl7bj3AMb5dvGneV4aLTEnExVohhiGK8jcjLlvAMb3DfjmadHcsshdDVljeZ60qQCuD61gIRNB139EIvmke8QsxC6uKZ1xFNnMUF3/F133WWX1g8+V0y+okUuhCk8rhC5ZkGMiCrqYLYKQLhin47RUghXiGFzjwn2h4grhKs5lRUGlsFCZI7CwkqAQViOOLMK4Jw4jvwHjtkECPF13HrF4wsJd5A33HCDU9P5888/r/yG+CLCFwTM6jC34y7b7B0i7mVz6zYeNxmGIjhYWv21zt218BjwI4r/HaQtO+ecc2z/Q4j46nRjyLkLlv5zVL4/2UyyDKts/XOfBFit8vGKnXJHl7oq56U5VRHA/+XW3n1k1+7d4i4SM4/LyI3fyQdtBsixsBq2sGlEdqaM3DhXEjKOV7/Q9VQh7CB49Ux1WAdbgycJXe05RXe+ObKI0f8QnhgIpaOzCKygtwI3XWa7zdSpU1X6LKTI0oIQN4GzZs1SPlWzIEQ5eF8ReNGCGOIUx3dMewXBil4Us6BFDwl6SiBgzWBgKNab24AbSwwicwTiWgtsDergLOLq7tm9CPEV3CqI0XXkzMSuvwRfeeUVefjhh1V+UPDxxx+rH2J4ptDFQ9zD5nbtC6Z59UAi+vSRBq+9Kv4OorjIqQmhoP12iCh9//33Kl0QUhPprlgIAggIPehl7/FMef7Hf8QIDJZG8VESGBAoGf/8I8etofLSx9vl6eXvijUzRQ5Xd6N05LaEyO65+zdKk+N7ZUXtNnIsNFrZJM7bv1ESMsshhj1VxJaAyriA81PSTHXZ2WqGtMT7xlWr2NVC0jytNawCEJ24KcPMgI75WpFmT1+fSLGHbAUYxIQBUhp4bOGJhQDVghjRV/hvcU2b0cc1C1oI0wYNGhTJHoBUWOj+N9sKMKjqnnvuKZJ2yjH/KoAQdjZxi7lXhRDieXhsnwim8sMXHu6qzV8oMO5jsE5xghhfiOYuKUQRALqqzIMD9Drzo7dQ3fXefcutklU4utvTCGzVUk6bOdNunSd9nq7+rHS0zPzDjFnXIIDRnQovo87wACsSRAS6fjX4oUddII51nTC45u6775bd1wyTzePuk28anS/JLXpKQmaK5B4SwTQQsB/ESLaKvK5IaiuX7ljmkvaYGuayXUH8Xrp9mc+IXQW6r/WEHPq5xSKRF18s8RMfUxF+iLOyDjArz/WIrn6IWnOXPMQsbqwQRdUecWQvQB5YpKEyC8V33nlHRWOvueYaW+osWBIgfnG9mqOzWI8BXhDMuhdC+19x3Zv/nyBo8X78L+j1+I1AkAXbzG2EpQHWALTBXFbnozaX1YPNHNfryK4nfb9UF976W0m8hxwPuLYshnmKEzeCH2izhxhfrPAM4wtS/8gDdHmhLKYxdMZjjz0mEydOLLJ+2rRpRbqwSPE0uP8Bwc+fJ8kHXKjZkRGya8IEv8kBih9w7eXDzR1uFNFFah7Aggga7Efo3tWRMbwX1giUPePddyX4WNn9ulNb9ZcFDTtKfGZKkW1HQ2tI712rZUQp2RosTqK6RnHlyvkVZBQjas1rPeJLrZIRX5B2Rns5ePXVldtX4fnVnlMIS3jBITT1AEiAmypsw02UttPgxgoWApTTM2zpiQ0QbcU6vQ8MLsOgL3zPwsbgeH2iV0JHSWEzgL0BxzGnr8I1jmsf4lMLcNRfe2ZdPT02IcRzyMjIUKnz8F3imD7PryPEFQVTC5o9WfiCRdcXuuAcTzDuSMobWfEEqqLe2zqeg/5E8TSCz+koDT74wK7NbX3os4JwxU0fHs2RMngeESmDt16nHdJdxMA8WAdz2EMw5F56mUsirfGF2RiMYrI1YHsRwVsGKixlHESQpQqPVW3ZGgqju0lPP1Xut+J6gaDE95qOeCKYAHGJqCp60czRWdwYYZyGzuTx119/ybfffqsEqvk6Qln8EGGyAB3JhZjVgthcFsIU362w42hBi9cQxPiexb416OXDte9KMeut393eCs83qY5rDGkF3YnHCmL95Q0/mTlCjNdnnHFGse9D95mz6QXxT1zcP3JJ2zyZytZ7c8ui+R3dTmCgtNqwvtjN3vxZoUsZo9XRzYx0ZPp6Ru8Fup3NXkp4FtFtjGjZiTlz5MCEglyiOla47YMPq6yup7I1REnMyTTn2RrKK7xLyurgxVE/a1RUuTy5+NJHtBTi0OwpRY8YZt9Dr5jumodwXbRokRKXehwFwEAwlEX6K/3diBsqZDtAhEWnw9OomyVTfln0IsCfi7Rc5v8liFvUDwPF9Hr0RIwbN06JbXO6L1gQHIFVwtmUr1X5/+qt3wfeCs838WU8VhAjqwREMX4QtABGBGLVqlVy2223ubt6XolHTooREiKt1q0VXwJiZdmyZUr4mEe6I4cvcotCWGhBDOF75fQZKiq5+f0PbGURK1bx4g+nyAHTvg+FxcjKpFMDxiBekV2hQhQjahMzkmXkhrnyQduL7bM15CBbw3fKW1wmvFjoajD1b62HH7ITvI4WBERg8bkiimqeXnbmzJnKZ4usHLp3Chk9MAOYOaOHWRDjpkgLYnh3EbHV4yA0EKyOkw3ogVyO2T/g24XlxmwXw3frjTfeWKStzjIYUAARQvwFtwpi/ADoqR0B/JEQDYhgYPQvRvU++eSTKqKm066he86cq5h4WRQ4NlZarfDMAXoVAZkcEMmDkNFpkjB4BwM/dTqyJg8+pKYDxieBxTJ9hmw27aOsk32uTGqtUoqlB51Ks4RILkTquQc2lW0nZYzsYn9NUvbJitptT2VrOLDhlBj2drFrsUj0pZdKnWefUTcuiKwiYossHLAGwJYAuwAEZmy7dra3vfzyy0rkIhetzk6AclrkmgUxegTwHYf9a0EMTzduiByHbuCmH1FcczpJfO9BuDqK3+uuu65Ic7BfRIYdxauzmbsIIYR4mCBGtAR5GTXa+zt8+HDlocTMPfgxQaodTMyBL3z8YDEHsXeJ4FZ/m+WfdwDBAruCHtCGLmlYGxANREYGLTxwXeJG7uxnn5PNJpFzVeHjrukzbIK3MhISkWGI4czAEInLTDHZGKLUeqQas0stVlnBarFIwskU12eTqAYC69eXoPfeVSIXXf76M0QOZtzAQLTqKW7xOUPk4rMeNWqUbR8Y8IUoP/zZ7UyCGOUQuYWHVwti3MBjn4j2m0G2A0SRzWm9sC9EYh39tOZsOhrO6EUIIX4iiDEtZElJLvCj8fjjj6uFeI8IDmzaVJrN/Va8BUTx0KWsZ1n77bffZPHixSrqO2DAALVue/szRA9V2mayNiQVil9H+WlxELOrKmlzQHQYkWFkftD7VqnQTqYVpEKr3ab4VGOOlFEsu2064BLqk9uksbSaM8d2Q4LUcrAbYECiTvWF7xT0LEG84uZFR0lhPYDP1pw+DN8xEJ3IrmBO16jT1ZkzIOibdbzfHLVFRgVzVgUNxLQj5pn8CCGEeA4e6yEmpbPt9FORK7cSFSWtVv8mng6iekgVpQUShNOrr76qoryIDiLChxsLSB09ZGjzmLG29xcnDi0VtTns3+hkZ873BjHt7FhKXhmntpe0j1K3VTPW2Fg5POl51QuEniItVCFwcUMCGwEyHujP6qmnnlK2grtPnLB9hniNqD0+Q7PIhUcbkVwsGgxOw2Awx0gurFkQquY8mLBsYXEEA9EIIYT4HhTEXsRhJLh/+RX1vJmb6+LJNghE+w4fPqxGvGt7zbp161RqKiTdP/upp21l+xQ+Hp4+wzbzmqskY7ltDiWAyLIUvt9ZKrS4k2keI3bTz+koewYNUl5cLXJ/+uknWbJkiZoFzCxyZxWKXEwlrcvCY4t1sDyYRa5OP2eOsiIyDJ+v4yxgSDPmCAajYXGEUVtCCCEUxF6AR9ghIiKk1R+/iycB0YQZsBD1NQ9mev/996Xba6+LeWx+sMnXa6asErLY7A4lpBNDeVfZHDDI7dvG56vUZzEnU52nQqtCtLEptF07aTyzYFKcpUuXqsVR5KpI7tq10rVrV9tEIRj0paP0ZpGL90KQap8vgFUFA8oc/bODBw8uUi8IYU6JSwghpLJQEHsoniCCPSkKjBmzkJcXi47yIadvRv+LClKWmcpeWIwH1lKR9GWGocp90NaJ7WHD3BKzO5Ruc6hR5qgu6gabBSLLlUqFZm5aMTO8ZQUHy64nCnz7iPJCrD799NPKUoDsChotWHFDYha5GPwKkWvOBw77AwaTmf27oF+/fkXqBT83Z5UkhBBSnVAQexCbzzjTvbPFeYAXGKILM7Qh/6rOi4qbAwi1c0TkyLPPydFKitxS05eZBnoq20PbYmwPbS9WqcmU7cGJsC3d5mCfX7ZsqdD2yoqkYlKhlSByQV54uJy+5g/bekRycb7vvPNO24QKq1evlu+++05aZGTYRClELmY/g5XBnNYLIheLY6ovDJZ1xFEIE0IIIZ4EBbGfR4PdGQXGqH+IX3R5YzS/Pg8QcJBYjjUrKVtDmXL0GkYJvt7oAl9vyl5JyDglolfWLs320LbY1GSnZnyrnM3BLHIhfnG8krIJ/97xbBnwyitFRW6LFnJqLjyRjh07KrFrFrRIC4Z8uhC/8+fPLzEtGCdsIIQQ4itQELsJfxLBGOmPQW4HDhyQ4Kv/Z1uvRR3kZ2kd/qtKELyNU/aVefBa8QI3tUDgJhUK3EJvsLI1lDW7QyVtDmaRaynls0MO77lz56o8u0OHDrVth4hNtFiKeHIxIM3RhtCnjx5SeAptczBnXCCEEEJ8HQpiN2WJqE4i+vSRBq+9Wm0D3Q4dOiQpPXrarddR37LgKAZLi+p237OmzIPXypy+rNACUVnbA6LTjVP2ykoHm0PNzJQiHue8pk3ly7M7qAFlmHJX89VXX6nBauZJbFq3bq0GEmK6YMfJIBzhRDaEEEJIyVAQ+2o0ODhYWv21rkoPgYkPIH6Pd+9RrihncduLeID3b1BR1uInpSiI6m6Ia1zmwWsqPVk5BG55bA/F+XcRCb5kxzKxBARIq40bbJkwkB5u4MCBUrt2bbUOvulhhw/bMjNoBg0aVOTcceAZIYQQ4jooiKuIYzNmyMFHH/OZGeJge9jS2n7mLWcCEM+d+VtLFMelZHIoLaqr15dF5JbX15tQTtsD9hU+7zs1CQTYt2+ffPvtt3LBBRdIq9atbeVuvPHGIqeBKcQIIYQQ90BB7KURYd3dXlV+YMc2OBO/jnXRlHd6iNIyOXTfvaZEwdv66A45FB5TJpFbmq8XVgZHOpmzO8QmStI1V0jggU1y2hWjpJXJxoAIL+wJ5nRjmNksKSlJ2SAIIYQQ4plQELuIzW1Ph4G2Wo4VfE5H2TB4sMoR62rxWxnLg20PxaVAKG4Ci1IyORhiUYK1OMHbZ/dqaZK6r8wit1MJvl5N0hOPS+yVV8qWLVvU6w716klXu4kizirSDkZ3CSGEEO+EgtiL/ME6GowMABvmzXOZ+C1LRNdpGVO+3spQWiaHnICgUm0LELOliVwzKn3ZzuXSavMmmx8aIN2YGaQqI4QQQohvQ0FcQTbDT5uvOu2rlMpYIioifstrd3CGGhxX25wveJMtX7CzyTPKksnBnK3haGi0xDuZlMI2eM1hHzGLFkrdunVLrLOjECaEEEKI/0BBXE42n91R5MSJKj1GcPv20mTG9HK9J3nWLDkw4RGn28oVx3UW9S1hemFH8RuclyNfNrvQYXDc+SqSC5zlEr5i69ISLRHnFnqAHSelsPMtWyzSctNG9UgIIYQQUh4oiD3IHlGeaHDT+x+Qbfc/UGS9Mw9wsZkfCsWvo6htlrxbtsbWt4vwAsfI7vYadewEbr5Y1PPQ3CyplXHMdlwI23faXiIWsUhWQKAaOGfe9kWzC+WKrUvki2bdnVoiEgujwFjdbP1fnCGNEEIIIS6FgtjNQrisItixDmaRW1JM1NGi0Oz4btkaU+9URDc3R75sfiqim20NlKyAYAnJy5bg/IJBgjOb9VAHybecMjTMbtJFeXuBFrjHQyIlz2KVk4HBkmcNkMD8PLUeUd99kTVVTeucOOw0l3BWQIg8vfxdlckhObGetLplhPRuXUvqxNxg803PmzdPmpf5zBJCCCGElA0KYjeJ4dKEcHnSnpnB9kOhNWRl7bayPr6xbKjZWPItFgkw8ouIXceIbp4lQPZGJUieBZHcIJWDN98Q2RNdS+27ftpBCcrPU3XZH1FTCV+s03XC+61iiGGxqv3WyDphE75GoTvY7BEObdtWPaamZIql31jp2q+ldC3HOSSEEEIIcQUUxNU4aK4kEVyS8C42i5mtwKkSeoKLtKBwSQsOVynLAow8NUPbiaAwO7Fb8PpURBciFlFgiF79WucYxmNGocjFa3iFM4NC1LqYrBNqe6BRkKkBz3OtAbb6BbdpI4FH0tWOghu2EavJ55tfWPda0ZxemBBCCCHugYK4GqLCdd98Q6J79izTMUqd/a1QQFpKmeAiKD9XlQnMz5U8q1WOwJsrYid2HSO6uZYAu31D1OoDW/TrwudBEL9IiWZaB89vSlS85ObnS2higoRG1VeC98iJLImLDFYeYjyvGRmiRLHeFh0WpOwRhBBCCCHugIK4CsWwY0S4LDYIiNpVSW1UajFEYbExxxokQXguhvLtOg58K9gmsim+kRwNrSGJGcckNTjStu/A/HzJDgi0m+Y4t9Djq+vh+Bro13qd9gSDmNPqy7HDJyQvJk6CG9dTAjfYMCQ8OUPSsw3JyjPkQEqmKgvBO75/Qdufmb9ZDqWetO1Xb6sTcyrzBCGEEEJIdUJBXAVi2CyEy7pPCOHPm/eUZXXaFUZiDeX3BUF5uZIDQSsiYblZ6lF7gQEiwgA+Ybx3X2SCrZxtWuXCJ2axG5GdqQbCITIcYHqNqC/2hYgvPMQSGaf2EduovoQEBtgiuwlRIeq1WeDGR4bIg12bSGZOnhxMPamsEAWD4woEb+s60bJg00Gn2wghhBBC3AEFsQvFsBbCzvZVUjR4fXwj+atmEzkRHFFYrsDGYDXy8UyyAoOVYDUsEMIFmR3gBT4ZEKT2h/Rp2AY/MJ5jW0ZgiFiMfLUO4tZSOKWyWezCWxyam60ENQR3SkikhEWEKTEbFhQg6TVOU8dKsBbUOjm9QICbI7vlFbjYNrxzwX4JIYQQQjwBCmIR2XZ6u0oLYYjgMotqwygy+A2SFRNgwPML2Zyr0pxZJCAfArfgbUGwPlgLPjJ4hHNMzy2FYldHgzE4LjIns0DsWgOVIA7Ny5Jsa7CE5uVISnCkBCbUlMSwILnFIaLbrl4N+WtPip3IBcUJXwpcQgghhHgzfi+IGziZ3KKshHXtKpk//+x0imTn0eDWsjsyQQ6Ex8nm+EYqA0RIXpYqh8FtEMUY8KYnzMAebLl/kZnB5n8ofDA/L3xECrXsgCDJFatkW4MkPOekEsOdz24unRrHOxW7ziK6ZzaILbKOwpcQQgghvojfC+ICl27FgBh2NgnGrsgESQmJUh5feH1hbdgWW0/ZHfAakV/IV1gakPIMWA1D8pXmRS4GJ4nWtEg2P5iea1Ecnpsldesnyr7kTDmzYaL0alWriOh1JnYJIYQQQvyVQH+3SpQ20UVpHLT5gAsmwcDUxGbRe2o0G1I8WJQvuED8WsQojPri0ZqfIxYVJy6Qw/irn2tyrPADF2R+gD3CahRkfcgPDhHDMCQwwCqxtetLSmaO1KoRKs8NbscBa4QQQgghpeC3griyg+jMWSGyrQEqHZr2ASPyW4RC5V3gC863eR4gapEPOB+D3fLzJFf5gi0FAWFLgZUC0yurtGmwRORliyU6WjKyciQipCC7RHpWge84JNCqBr4xlRkhhBBCSNnxW0FcEaBRDxcK4V/qtJeM4NBTtoVCIayiuo7RYYX9oy0CXBg1BhDG2EdIXo6aQKPDwb+lfvohibptlIQGFUyAcTInT2pGBEnafxskqmErOZKeY7eNqcwIIYQQQsqHXwri1AULKmSNmG4SwgWWXkSEjcJBcBC3VgfRW8y0yypKXBANhihWUxrnZktYXra0PbpDet82tFDUXuW0Ljk5OTLv2Aa56NwGEhRUkIaNEEIIIYRUDL8UxHvvvKvc1oiiQliXgBB2/l6nYlhtQN5giOJcCc7PlZDoaLmhS0u5okM9RnYJIYQQQqoZvxTEZeX7Bh1lSusBkhYS7kQIa8y2CEcKYsQFg+istrL5VqtYrVaJCAlUs73B79urMNcvIYQQQgipXiiIi7FHTGnVX36ud2ZhlLckIVywAT5gs+jVj7Z0aDknJTyuhpxep4aEhQRIzcgQaZIQSb8vIYQQQoib8TtB/O+Vzn25mpVJreWdtpfIwfD4wsFxxUWC7RUyskdgQFxUTqa0SN4lIbk5ama44IsvpfglhBBCCPFg/E4QZ69fX8QjvLD+2bIpvpGkBYbK7hpJkmuxmsSwfSS4KBhUhwkxTkrXvetkyD8LpeufK6u8HYQQQgghxDX4nSB2jAa/0W6QJIdGmSbSKCvFCeEnq7DGhBBCCCHE1fitIEZkGNYIiGE9i5xzHPMJA0MicgqE8IR3HpI6MVdSCBNCCCGEeCl+K4hXJrWRlJBIk8x1JnzN205FhS/c+6dcv2kerRGEEEIIIT6A3wriY6HRpybSKDY6bMaQ6OwMeXhoZ7mq4yUi8khVV5EQQgghhFQDfiuI406mqqwQCmWZ0FtMUWJst1jUVMo9dq8ptEcwSwQhhBBCiC/ht4L43AMbZXaTLnIoPM5hXrlTeYWD8nMlLDdLpozuJ2c2GOS2uhJCCCGEkKqj0DPgfyRmHpdbNnwrsSdTCywTeiY6/DUMCc/NkoTM4/LCzT3kzAax7q4uIYQQQgipIvw2Qgw6HdgkjVP2ysL6HWVj/GmSZQ2S8LyTkpSRLPXSDst5BzZI1zdvcHc1CSGEEEJIFeLXghiR4ITMFJVDGM8dB9e1+nuz2+pGCCGEEEKqB4+2TDz22GNiwZTIpqVly5YV3t/mlq2K31imTBOEEEIIIcTX8PgIcZs2bWThwoW214GBHl9lQgghhBDiRXi8uoQATkpKqpJ9G4VRYWd2CQkIqJJjEkIIIYQQz8LjBfHWrVulTp06EhoaKuedd54888wz0qBBg2LLZ2VlqUWTmpqqHnNycsp13KZr/yz3e6oLXS9PrV9V4K1tZr29B29ts7fWuzL4Y5vdCc83qWo84dqyGAbCo57J/Pnz5cSJE9KiRQvZv3+/TJw4Ufbu3SsbNmyQqKioYn3HKOfItGnTpP3Ex4tM1KyeG4YtWqzZ+tyzLm4NIYQQQghxRkZGhgwdOlRSUlIkOjpaqhuPFsSOHD9+XBo2bCgvvfSSjBw5sswR4vr168uRI0fk0Pld7MraT8VhT9P1f4kn30ktWLBAevfuLUFBQeIPeGubWW/vwVvb7K31rgz+2GZ3wvNNquMa+/rrr90qiD3eMmEmJiZGmjdvLtu2bSu2TEhIiFocKe8/sTf806OO3lBPV+KtbWa9vQdvbbO31rsy+GOb3QnPN/FlPDrtmiOwT/z7779Su3Ztl+yPidYIIYQQQohHC+KxY8fKTz/9JDt37pTly5fLwIEDJSAgQIYMGeLuqhFCCCGEEB/Boy0Te/bsUeL36NGjkpCQIF26dJGVK1eq5xUCOYxzc8tWjhBCCCGE+AUerfymT5/u0v1ZQkPFOHGiTOUIIYQQQoh/4NGWCVdjDQsrfYpmi6WgHCGEEEII8Qv8ShAn3HWnWJHKozhRDDEcHa3KEUIIIYQQ/8CvBHHslVdK4tgxzkVxoRjGdpQjhBBCCCH+gV8J4mJFMcUwIYQQQojf4tGD6qoKLXoPvfCi5KWmUgwTQgghhPgxfimIAcRvXl6e7HlrstS7/TaKYUIIIYQQP8VvBTGoMXiwLAsLkzYXXeTuqhBCCCGEEDfhdx5iQgghhBBCzFAQE0IIIYQQv4aCmBBCCCGE+DUUxIQQQgghxK+hICaEEEIIIX4NBTEhhBBCCPFrKIgJIYQQQohfQ0FMCCGEEEL8GgpiQgghhBDi11AQE0IIIYQQv4aCmBBCCCGE+DUUxIQQQgghxK+hICaEEEIIIX4NBTEhhBBCCPFrKIgJIYQQQohfQ0FMCCGEEEL8GgpiQgghhBDi11AQE0IIIYQQv4aCmBBCCCGE+DUUxIQQQgghxK+hICaEEEIIIX4NBTEhhBBCCPFrKIgJIYQQQohfQ0FMCCGEEEL8GgpiQgghhBDi11AQE0IIIYQQv4aCmBBCCCGE+DUUxIQQQgghxK+hICaEEEIIIX4NBTEhhBBCCPFrKIgJIYQQQohfQ0FMCCGEEEL8GgpiQgghhBDi11AQE0IIIYQQv4aCmBBCCCGE+DUUxIQQQgghxK+hICaEEEIIIX6NVwjiN998U0477TQJDQ2VTp06yW+//ebuKhFCCCGEEB/B4wXxjBkzZPTo0fLoo4/KmjVrpH379tK3b185dOiQu6tGCCGEEEJ8AI8XxC+99JLcdNNNcv3110vr1q3l7bfflvDwcPnwww/dXTVCCCGEEOIDeLQgzs7Olj/++EN69eplW2e1WtXrFStWuLVuhBBCCCHENwgUD+bIkSOSl5cntWrVsluP13///bfT92RlZalFk5KSoh6PHTsmOTk5dmXxOiMjQ44ePSpBQUHiLXhrvf2xzay39+CtbfbWelcGf2yzO+H5JtV1jQHDMMQdeLQgrgjPPPOMTJw4scj6Ro0auaU+hBBCCCGkbKSlpUmNGjWkuvFoQVyzZk0JCAiQgwcP2q3H66SkJKfvGT9+vBqEp8nPz5cOHTqoAXkWi8WubGpqqtSvX192794t0dHR4i1Ud707duwoq1evduu+KtLmsh6rLOVKK1Pcdl5jZYPXmP9dY576WVX1vsr7Xl5jlcOVn7u/X2OVuYbKeo1t2rRJ6tSpI+7AowVxcHCwErOLFi2Syy+/3CZw8XrUqFFO3xMSEqIWx3Ul3W3gH9zb/smrs964KXHVcSq7r/K0uazHKku50sqUtp3XWMnwGvPPa8wTP6uq3ld538trrHK48nP392vMFddQadvr1q2rxoq5A48WxADR3uHDh8vZZ58t55xzjrzyyiuSnp6usk6UlTvuuKNK6+jruPL8VednUdZjlaVcaWV4jVUOXmP+eY154mdV1fsq73t5jVUOXmOuLX9HJa8hT77GLIa73Mvl4I033pBJkybJgQMH5IwzzpDXXntNTdBRWRCiR+QYA++86a7XW+vtj21mvb0Hb22zt9a7Mvhjm90Jzzfxh2vM4yPEAPaI4iwSlQFWCkz44Wix8HS8td7+2GbW23vw1jZ7a70rgz+22Z3wfBN/uMa8IkJMCCGEEEKIX07MQQghhBBCSFVDQUwIIYQQQvwaCmJCCCGEEOLXUBATQgghhBC/xi8F8c8//yyXXHKJmg0Fs9fNmTNHvGVaaszyEhUVJYmJiWqyki1btogv89hjj6nPyLy0bNlSvO2awtjVRx55RGrXri1hYWHSq1cv2bp1q3j69XTy5EmVNzI+Pl4iIyNl8ODBRWaO9KXryVPa64rr6dixY3LNNdeoFEYxMTEycuRIOXHihHgqZbkeL7zwwiKf36233mpXZteuXTJgwAAJDw9X+xk3bpzk5uaKv1Nd19Rff/0lF1xwgYSGhqqZx55//vlqaR/x72tq1qxZ6rscZU4//XSZN29eudvjl4IYE3u0b99e3nzzTfEmfvrpJ/VjvXLlSlmwYIHk5ORInz59VHt8mTZt2sj+/ftty6+//iredk3hHxj5s99++21ZtWqVRERESN++fZUA8+Tr6d5775Vvv/1Wfdmg/L59+2TQoEHiq9eTp7TXFdcTfmQ2btyoPtu5c+eqH6+bb75ZvP377aabbrL7/Mw/jnl5eUoMZ2dny/Lly+Wjjz6SqVOnqh9lf6c6rinkksVn1rBhQ/njjz/U/AG4CX333XerpY3EP6+p5cuXy5AhQ5SY/vPPP9XNNJYNGzaUr0GGn4NTMHv2bMMbOXTokKr/Tz/9ZPgqjz76qNG+fXvDm6+p/Px8IykpyZg0aZJt3fHjx42QkBDj888/Nzz1ekIdg4KCjFmzZtnKbN68WZVZsWKF4WvXk6e2tyLX06ZNm9T7Vq9ebSszf/58w2KxGHv37jW89futW7duxt13313se+bNm2dYrVbjwIEDtnWTJ082oqOjjaysrCqvs7dQVdfUW2+9ZcTGxtqd6/vvv99o0aJFNbWM+OM1ddVVVxkDBgywq0+nTp2MW265pVxt8MsIsa+AGV1AXFyc+DLoYkGXTOPGjdXdJLpEvYkdO3aoWRbRXaTBjDyYbXHFihXiqdcT7sYRpTPXG11SDRo08Kh6u+p68pb2luV6wiO6HzHlvQblrVaritR48/fbZ599JjVr1pS2bdvK+PHjJSMjw7YN7UZ3aa1atWzrEJFClAlRKFK11xTKdO3aVYKDg+3OP6wvycnJ1dom4j/X1IoVK+yOo8uU93vbK2aqI0XJz8+Xe+65R84//3z1w+Cr4J8HXZ4tWrRQ3aMTJ05UXiJ0hcBr6A3gSwGYf6T1a73NE68n1A1fQvjC8tR6u/J68pb2luV6wiP8s2YCAwOVuPSktpT3+23o0KGq6xQ3NPAV3n///eqH8auvvlLb0TZn50VvI1V7TeGxUaNGRfaht8XGxlZpO4h/XlMHivm/L+//PAWxlwKvHX7EPdFP60r69+9ve96uXTslaPCDOHPmTOUXIq6B19NMNeiDePb1aPYWIhKMwTo9e/aUf//9V5o0aeKGmhJCfAVaJryQUaNGKfP5kiVLpF69euJPIHrXvHlz2bZtm3gLSUlJ6tExWwFe622eeD2hbhicdPz4cY+st6uvJ29pb1muJzweOnTIbjsyLWBEtye1pbLfb7ihAfr7AG1zdl70NlK11xTPP3HHNVVcmfJecxTEXgR86/ixmD17tixevLhIN4I/gHQsiAYhMuQt4HPCP+aiRYts6+BphEfqvPPO89jrqUOHDhIUFGRXb3RPw3PrznpX1fXkLe0ty/WERwh7+KI1+IxhRdAi0he+39auXase9fcB2r1+/Xq7H1mMXkdKp9atW1dh7b0bV11TKIMsAfDim88/LEq0S/gXjarxmkIZ83F0mXJ/bxt+SFpamvHnn3+qBafgpZdeUs//++8/w5O57bbbjBo1ahhLly419u/fb1syMjIMX2XMmDGqvTt27DCWLVtm9OrVy6hZs6Yage5N19Szzz5rxMTEGF9//bXx119/GZdddpnRqFEjIzMz06Ovp1tvvdVo0KCBsXjxYuP33383zjvvPLX46vXkKe11xfXUr18/48wzzzRWrVpl/Prrr0azZs2MIUOGGJ5Kadfjtm3bjMcff1x9Lvj80PbGjRsbXbt2te0jNzfXaNu2rdGnTx9j7dq1xvfff28kJCQY48ePN/yd6rimkEWgVq1axrXXXmts2LDBmD59uhEeHm688847bmkz8Y9ratmyZUZgYKDxwgsvqMxAyCaEjEHr168vV3v8UhAvWbJEfXiOy/Dhww1PxlmdsUyZMsXwVa6++mqjdu3aRnBwsFG3bl31Gj+M3nZNIQXNhAkT1D820s707NnT2LJli8dfT/jiuv3221XaG3wJDRw4UIkUX72ePKW9rriejh49qn5YIiMjVdqx66+/Xv2AeSqlXY+7du1S4jcuLk61uWnTpsa4ceOMlJQUu/3s3LnT6N+/vxEWFqZudnATlJOTY/g71XVNrVu3zujSpYvaB/7HIIqIb7LEg66pmTNnGs2bN1ff7W3atDG+++67crfHgj8VC4gTQgghhBDi/dBDTAghhBBC/BoKYkIIIYQQ4tdQEBNCCCGEEL+GgpgQQgghhPg1FMSEEEIIIcSvoSAmhBBCCCF+DQUxIYQQQgjxayiICSGEEEKIX0NBTAghXsLSpUvFYrHI8ePHK7Wf0047TV555ZVK7aNr164ybdo08VTefvttueSSS9xdDUKIl0BBTAjxGEaMGKEEH5agoCBp1KiR3HfffXLy5MlqF42VQddBL7Vq1ZLBgwfL9u3bK7Xfzp07y/79+6VGjRriTr755hs5ePCg/O9//5MjR45IUlKSPP3000XKXXXVVXLuuedKXl5etdfxhhtukDVr1sgvv/xS7ccmhHgfFMSEEI+iX79+SvRBPL788svyzjvvyKOPPuqWuuTk5FTq/Vu2bJF9+/bJrFmzZOPGjSpiWVFxiLoEBwcr8QmR7U5ee+01uf7668VqtUrNmjXl3XfflYkTJ8r69ettZdDmuXPnykcffSQBAQEuPT7OYX5+follcK6GDh2q6koIIaVBQUwI8ShCQkKU6Ktfv75cfvnl0qtXL1mwYIFtO4TQM888o6LHYWFh0r59e/niiy/Utp07d0r37t3V89jYWCUcEXUuziZwxhlnyGOPPWZ7jfKTJ0+WSy+9VCIiIuSpp55S21Huk08+UftAdBaR0bS0tFLbkpiYKLVr11b2gkceeUQ2bdok27ZtU9u+/vprOeussyQ0NFQaN26sBGVubm6JdXEW/f7yyy+lTZs26ryhfi+++KJdHQ4dOqSEOM4Vztlnn31mt90wDNXGBg0aqH3UqVNH7rrrrmLbdPjwYVm8eLGdHQF1hPgcPny4Eu4oc8cdd8izzz4rLVq0KLWtL730kpx++umqnfjcb7/9djlx4oRt+9SpUyUmJkZFplu3bq3quWvXLnU+zjnnHPU+bD///PPlv//+s70PdcR7MjMzS/2sCCH+TaC7K0AIIcWxYcMGWb58uTRs2NC2DmL4008/VR7RZs2ayc8//yzDhg2ThIQE6dKlixKIsCcgOhsdHa2EYHmAOISQg3gODAyUDz/8UP7991+ZM2eOingmJycrKwDKQKSWFV2P7Oxs1Y1/3XXXqejlBRdcoPZ/8803q+3maLhjXRwtF3/88YeqC8pdffXV6lxBTMbHx9tuBPCIKPWSJUuUDQViFyJZg/OFSPz06dOVsD5w4ICsW7eu2Hb8+uuvEh4eLq1atbJb/+qrrypR+8QTT8jmzZulbdu2cuedd5aprYg0YzsEO9qINsAq89Zbb9n2n5GRIc8995y8//77qn1xcXHqRuWmm26Szz//XJ3X3377zS56fvbZZyvhvWrVKrnwwgvL/FkRQvwQgxBCPIThw4cbAQEBRkREhBESEmLgK8pqtRpffPGF2n7y5EkjPDzcWL58ud37Ro4caQwZMkQ9X7JkiXpfcnKyXZmGDRsaL7/8st269u3bG48++qjtNd53zz332JXBdhwzNTXVtm7cuHFGp06dim2HYx327dtndO7c2ahbt66RlZVl9OzZ03j66aft3vPJJ58YtWvXLrEujvsdOnSo0bt3b7syqFvr1q3V8y1btqjyv/32m2375s2b1Tp9Ll588UWjefPmRnZ2tlEW8L7GjRs73bZo0SL1+UVHRxs7d+5U68rSVkdmzZplxMfH215PmTJF1Xnt2rW2dUePHlXrli5dWmJ9Y2NjjalTp5apbYQQ/4URYkKIRwHLA6wC6enpKnKJyCgivgB2A0QKe/fubfceRAfPPPNMlxwfUUVHYEWIioqyvYYNwhxlLY569eopSwLqDGsHorHwtiICu2zZMrsIM3yxGDyIsojAFlcXM4jEXnbZZXbrYBtARBn7w3acvw4dOti2t2zZUtkLNFdeeaUqDysD/NsXXXSRshrgfc6A/QDWB2f06NFDDaJD5FZH9cvS1oULF6rI/99//y2pqakqqut4LnDe2rVrZ9sHIsSIfvft21ddD7DWIFqOz8YxMo/9EEJISVAQE0I8CvhBmzZtqp7DrgAh+cEHH8jIkSNtvtLvvvtO6tata/c++EpLAt3yBYHXkgfN4fiOwGpgBt3ypQ3qArALwLYBL7FZUKMd8NEOGjSoyHvMYtNZXVwNPLuwl0CUwqsNu8KkSZPkp59+KtJugEF0sI0UB4S0WUyX1lb4vi+++GK57bbblGiG0IUtA583bnS0IIawdRxMOGXKFGUB+f7772XGjBny8MMPqzZAlGuOHTum7DSEEFISFMSEEI8FIvbBBx+U0aNHq0Fb5gFV3bp1c/oeRBKBYzYHiCJkr9AgErljx44qrT88seZorAYDzCBCtfCvKPDxIvpqBq+bN2+uMjsgGoxoK7zGHTt2VNtxXMeUdBCbiApjwWA4vA8ZI1BPRxCJh88YohgDF0ujtLaibri5wGBAfN5g5syZZT4HqA+W8ePHy3nnnadyI2tBDL8yIs2u6j0ghPguFMSEEI8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    • " ], "text/plain": [ " Size: 935kB\n", @@ -995,17 +995,17 @@ " DWT (n_sim, time) int64 29MB ...\n", " Hs (n_sim, time) float64 29MB ...\n", " Tp (n_sim, time) float64 29MB ...\n", - " Dir (n_sim, time) float64 29MB ...
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+       "Dimensions:  (n_sim: 100, time: 36525)\n",
+       "Coordinates:\n",
+       "  * time     (time) datetime64[ns] 292kB 2000-01-01 2000-01-02 ... 2099-12-31\n",
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      \n", + "
    • Point 1: The butter worth low pass filter is sensitive to nan values. ensure all nan values are dropped
      • \n", + "
    • Point 2: The selection of peaks is over the entire timeseries and should be modified as required
      • \n", + "
    • Point 3: Minimum number of angles to fit the Von mises distribution correctly is 30
      • \n", + "
    \n", + "\n", + "Key papers\n", + "
      \n", + "
    • ButterWorth low-pass filter: Roberts, J. and Roberts, T.D. (1978) ‘Use of the Butterworth low-pass filter for oceanographic data’, Journal of Geophysical Research: Oceans, 83(C11), pp. 5510–5514. Available at: https://doi.org/10.1029/JC083iC11p05510.
      • \n", + " \n", + "
    • Extreme values modelling: Coles, S. (2001), An Introduction to Statistical Modeling of Extreme Values, Springer, London, U. K.
      • \n", + " \n", + "
    • Von Mises-Fisher distribution : Hornik, K. and Grün, B. (2014) ‘movMF: An R Package for Fitting Mixtures of von Mises-Fisher Distributions’, Journal of Statistical Software, 58, pp. 1–31. Available at: https://doi.org/10.18637/jss.v058.i10.
      • \n", + "
    \n", + "\n", + "---\n", + "\n", + "“Users are encouraged to explore as required.”\n" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "40b6465d-9c46-45a8-bf13-8a21844d4e73", + "metadata": {}, + "outputs": [], + "source": [ + "# Import necessary python packages\n", + "import glob\n", + "import xarray as xr\n", + "import pandas as pd\n", + "import numpy as np\n", + "import math\n", + "import os\n", + "from scipy.signal import butter, filtfilt" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "ee83134b-97ee-4d8d-bc2d-d46990153209", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "['/home/aapolola/prjs0911/GTSM_ERA5_Extension/sksurge_parquets/station_0.parquet', '/home/aapolola/prjs0911/GTSM_ERA5_Extension/sksurge_parquets/station_1.parquet', '/home/aapolola/prjs0911/GTSM_ERA5_Extension/sksurge_parquets/station_2.parquet', 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'/home/aapolola/prjs0911/GTSM_ERA5_Extension/sksurge_parquets/station_43087.parquet', '/home/aapolola/prjs0911/GTSM_ERA5_Extension/sksurge_parquets/station_43088.parquet', '/home/aapolola/prjs0911/GTSM_ERA5_Extension/sksurge_parquets/station_43089.parquet', '/home/aapolola/prjs0911/GTSM_ERA5_Extension/sksurge_parquets/station_43090.parquet', '/home/aapolola/prjs0911/GTSM_ERA5_Extension/sksurge_parquets/station_43091.parquet', '/home/aapolola/prjs0911/GTSM_ERA5_Extension/sksurge_parquets/station_43092.parquet', '/home/aapolola/prjs0911/GTSM_ERA5_Extension/sksurge_parquets/station_43093.parquet', '/home/aapolola/prjs0911/GTSM_ERA5_Extension/sksurge_parquets/station_43094.parquet', '/home/aapolola/prjs0911/GTSM_ERA5_Extension/sksurge_parquets/station_43095.parquet', '/home/aapolola/prjs0911/GTSM_ERA5_Extension/sksurge_parquets/station_43096.parquet', '/home/aapolola/prjs0911/GTSM_ERA5_Extension/sksurge_parquets/station_43097.parquet', '/home/aapolola/prjs0911/GTSM_ERA5_Extension/sksurge_parquets/station_43098.parquet', '/home/aapolola/prjs0911/GTSM_ERA5_Extension/sksurge_parquets/station_43099.parquet', '/home/aapolola/prjs0911/GTSM_ERA5_Extension/sksurge_parquets/station_43100.parquet', '/home/aapolola/prjs0911/GTSM_ERA5_Extension/sksurge_parquets/station_43101.parquet', '/home/aapolola/prjs0911/GTSM_ERA5_Extension/sksurge_parquets/station_43102.parquet', '/home/aapolola/prjs0911/GTSM_ERA5_Extension/sksurge_parquets/station_43103.parquet', '/home/aapolola/prjs0911/GTSM_ERA5_Extension/sksurge_parquets/station_43104.parquet', '/home/aapolola/prjs0911/GTSM_ERA5_Extension/sksurge_parquets/station_43105.parquet', '/home/aapolola/prjs0911/GTSM_ERA5_Extension/sksurge_parquets/station_43106.parquet', '/home/aapolola/prjs0911/GTSM_ERA5_Extension/sksurge_parquets/station_43107.parquet', '/home/aapolola/prjs0911/GTSM_ERA5_Extension/sksurge_parquets/station_43108.parquet', '/home/aapolola/prjs0911/GTSM_ERA5_Extension/sksurge_parquets/station_43109.parquet', '/home/aapolola/prjs0911/GTSM_ERA5_Extension/sksurge_parquets/station_43110.parquet', '/home/aapolola/prjs0911/GTSM_ERA5_Extension/sksurge_parquets/station_43111.parquet', '/home/aapolola/prjs0911/GTSM_ERA5_Extension/sksurge_parquets/station_43112.parquet', '/home/aapolola/prjs0911/GTSM_ERA5_Extension/sksurge_parquets/station_43113.parquet', '/home/aapolola/prjs0911/GTSM_ERA5_Extension/sksurge_parquets/station_43114.parquet', '/home/aapolola/prjs0911/GTSM_ERA5_Extension/sksurge_parquets/station_43115.parquet', '/home/aapolola/prjs0911/GTSM_ERA5_Extension/sksurge_parquets/station_43116.parquet', '/home/aapolola/prjs0911/GTSM_ERA5_Extension/sksurge_parquets/station_43117.parquet', '/home/aapolola/prjs0911/GTSM_ERA5_Extension/sksurge_parquets/station_43118.parquet']\n" + ] + } + ], + "source": [ + "def extract_number(filename):\n", + " return int(''.join(filter(str.isdigit, filename)))\n", + "\n", + "station_files = glob.glob('/home/aapolola/prjs0911/GTSM_ERA5_Extension/sksurge_parquets/*.parquet')\n", + "station_files.sort(key=extract_number)\n", + "print(station_files)" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "776190e5", + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.microsoft.datawrangler.viewer.v0+json": { + "columns": [ + { + "name": "index", + "rawType": "int64", + "type": "integer" + }, + { + "name": "surge_time", + "rawType": "datetime64[ns]", + "type": "datetime" + }, + { + "name": "skew_surge", + "rawType": "float64", + "type": "float" + } + ], + "ref": "1361f8df-126a-4ef3-bf12-ca98ed5d5e0a", + "rows": [ + [ + "0", + "1950-01-01 11:30:00", + "0.176" + ], + [ + "1", + "1950-01-02 11:00:00", + "0.279" + ], + [ + "2", + "1950-01-02 11:00:00", + "0.30300000000000005" + ], + [ + "3", + "1950-01-03 14:40:00", + "0.205" + ], + [ + "4", + "1950-01-04 11:00:00", + "0.10199999999999998" + ], + [ + "5", + "1950-01-05 09:00:00", + 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    " + ], + "text/plain": [ + " surge_time skew_surge\n", + "0 1950-01-01 11:30:00 0.176\n", + "1 1950-01-02 11:00:00 0.279\n", + "2 1950-01-02 11:00:00 0.303\n", + "3 1950-01-03 14:40:00 0.205\n", + "4 1950-01-04 11:00:00 0.102\n", + "... ... ...\n", + "43654 2024-12-29 06:40:00 0.195\n", + "43655 2024-12-29 14:00:00 0.215\n", + "43656 2024-12-31 05:10:00 0.244\n", + "43657 2024-12-31 11:20:00 0.246\n", + "43658 2024-12-31 23:50:00 0.260\n", + "\n", + "[43659 rows x 2 columns]" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "one_station = station_files[1827] \n", + "input_station = pd.read_parquet(one_station)\n", + "input_station = input_station [['surge_time','skew_surge']]\n", + "input_station" + ] + }, + { + "cell_type": "markdown", + "id": "056c09ad-b58d-417f-b825-da53d71be0d7", + "metadata": {}, + "source": [ + "Step 1: Filter the timeseries " + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "85d4996d-0de8-49ef-88b1-910cf21c9358", + "metadata": {}, + "outputs": [], + "source": [ + "def butterworth_low_pass_filter(data: pd.Series, cutoff: float = 0.0000000316880878140, order: int = 2, sample_rate: float = 1/3600) -> pd.Series:\n", + " nyq = 0.5 * sample_rate\n", + " normal_cutoff = cutoff / nyq\n", + " b, a = butter(order, normal_cutoff, btype='low', analog=False)\n", + " filtered = filtfilt(b, a, input_station.skew_surge)\n", + " cleaned_data = input_station.skew_surge - filtered\n", + " filtered_surge = pd.DataFrame({\n", + " 'date': input_station['surge_time'],\n", + " 'filtered_surge': cleaned_data\n", + " })\n", + " return filtered_surge" + ] + }, + { + "cell_type": "markdown", + "id": "f020a6f3-1600-4d7b-94a8-8528bcad5d31", + "metadata": {}, + "source": [ + "Step 2: Decluster the timeseries " + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "c12a3490-8409-4784-a62e-90644318c064", + "metadata": {}, + "outputs": [], + "source": [ + "def decluster_timeseries(filtered_data: pd.DataFrame, indep: int = 36, quantile: float = 0.80) -> pd.DataFrame:\n", + " filtered_data['date'] = pd.to_datetime(filtered_data['date'])\n", + " threshold = filtered_data['filtered_surge'].quantile(quantile)\n", + " peaks = filtered_data[filtered_data['filtered_surge'] > threshold].copy()\n", + " peaks = peaks.sort_values(by='date').reset_index(drop=True)\n", + "\n", + " selected_peaks = []\n", + " prev_peak = None\n", + "\n", + " for _, peak in peaks.iterrows():\n", + " peak_time = peak['date']\n", + " peak_value = peak['filtered_surge']\n", + " \n", + " window_start = peak_time - pd.Timedelta(hours=indep)\n", + " window_end = peak_time + pd.Timedelta(hours=indep)\n", + "\n", + " if prev_peak is not None and prev_peak['window_end'] >= window_start:\n", + " # Overlapping: keep the higher of the two\n", + " if peak_value > prev_peak['peak']['filtered_surge']:\n", + " prev_peak = {'window_start': window_start, 'window_end': window_end, 'peak': peak}\n", + " else:\n", + " continue\n", + " else:\n", + " # No overlap or first peak\n", + " if prev_peak is not None:\n", + " selected_peaks.append(prev_peak['peak'])\n", + " prev_peak = {'window_start': window_start, 'window_end': window_end, 'peak': peak}\n", + "\n", + " # Add the last selected peak if it exists\n", + " if prev_peak is not None:\n", + " selected_peaks.append(prev_peak['peak'])\n", + "\n", + " # Create a new DataFrame of the selected peaks\n", + " declustered_peaks_df = pd.DataFrame(selected_peaks).reset_index(drop=True)\n", + " \n", + " return declustered_peaks_df" + ] + }, + { + "cell_type": "markdown", + "id": "d628daef-1755-4f51-a9ec-38ec79ed3fa4", + "metadata": {}, + "source": [ + "Step 3: Extract Peaks " + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "fa77a0a6-b5f0-4e8b-b6fb-10a1653f08e5", + "metadata": {}, + "outputs": [], + "source": [ + "def extract_top_peaks(selected_peaks: pd.DataFrame, top_n: int = 117) -> pd.DataFrame:\n", + " sort_df = selected_peaks.sort_values(by='filtered_surge', ascending=False)\n", + " Top_117 = sort_df[:top_n]\n", + " Top_117 = Top_117.reset_index(drop=True)\n", + " Top_117['doy'] = Top_117.date.dt.dayofyear\n", + " Top_117['doy radian'] = Top_117['doy'] / 365 * (2 * math.pi)\n", + " \n", + " return Top_117" + ] + }, + { + "cell_type": "markdown", + "id": "8347b644-ab63-4be8-b6fa-ed020a3cb600", + "metadata": {}, + "source": [ + "Step 4: Extract day of year in radians " + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "20fc4345-6181-4f96-9495-934170100129", + "metadata": {}, + "outputs": [], + "source": [ + "def extract_doy_radians(df: pd.DataFrame) -> np.ndarray:\n", + " return df['doy radian'].to_numpy()" + ] + }, + { + "cell_type": "markdown", + "id": "b179e75a-336b-487d-923e-f17a276c11cc", + "metadata": {}, + "source": [ + "Step 5: Call the functions " + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "4c3669e7-2ef7-4a15-80a9-29b5d3061165", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Filtered_Data:\n", + " date filtered_surge\n", + "0 1950-01-01 11:30:00 0.017134\n", + "1 1950-01-02 11:00:00 0.120189\n", + "2 1950-01-02 11:00:00 0.144245\n", + "3 1950-01-03 14:40:00 0.046300\n", + "4 1950-01-04 11:00:00 -0.056645\n", + "... ... ...\n", + "43654 2024-12-29 06:40:00 0.127575\n", + "43655 2024-12-29 14:00:00 0.147575\n", + "43656 2024-12-31 05:10:00 0.176575\n", + "43657 2024-12-31 11:20:00 0.178575\n", + "43658 2024-12-31 23:50:00 0.192575\n", + "\n", + "[43659 rows x 2 columns]\n", + "Selected_Peaks:\n", + " date filtered_surge\n", + "0 1950-01-02 11:00:00 0.144245\n", + "1 1950-02-19 12:30:00 0.141279\n", + "2 1950-02-24 04:10:00 0.197886\n", + "3 1950-03-07 00:10:00 0.130988\n", + "4 1950-03-11 21:40:00 0.150319\n", + "... ... ...\n", + "1703 2024-11-25 02:10:00 0.302575\n", + "1704 2024-12-02 17:20:00 0.265575\n", + "1705 2024-12-22 05:50:00 0.276575\n", + "1706 2024-12-25 09:20:00 0.207575\n", + "1707 2024-12-31 23:50:00 0.192575\n", + "\n", + "[1708 rows x 2 columns]\n", + "Top_peaks:\n", + " date filtered_surge doy doy radian\n", + "0 2020-02-22 17:50:00 0.850923 53 0.912353\n", + "1 1983-01-30 15:10:00 0.841885 30 0.516426\n", + "2 2005-01-09 07:10:00 0.824967 9 0.154928\n", + "3 1990-02-27 08:40:00 0.783631 58 0.998424\n", + "4 1983-01-18 16:00:00 0.768979 18 0.309856\n", + ".. ... ... ... ...\n", + "112 1983-10-19 13:00:00 0.513283 292 5.026548\n", + "113 2011-12-19 16:50:00 0.513122 353 6.076615\n", + "114 1988-12-13 21:00:00 0.512577 348 5.990544\n", + "115 2015-12-10 13:50:00 0.512224 344 5.921687\n", + "116 1989-02-19 13:40:00 0.511853 50 0.860710\n", + "\n", + "[117 rows x 4 columns]\n", + "Angles:\n", + " [0.91235294 0.51642619 0.15492786 0.99842397 0.30985571 0.2754273\n", + " 6.28318531 1.22220865 0.36149833 0.17214206 0.8090677 5.85283015\n", + " 0.37871254 0.58528301 5.90447277 0.67135405 0.20657048 0.22378468\n", + " 0.34428413 1.17056603 0.29264151 0.44756936 1.084495 5.28476134\n", + " 0.2754273 0.2754273 0.10328524 5.81840174 0.89513873 0.44756936\n", + " 0.39592675 1.53206436 0.39592675 0.08607103 5.62904547 0.06885683\n", + " 5.49133182 5.90447277 0.24099889 1.084495 1.39435071 6.24875689\n", + " 6.00775801 1.13613762 5.78397332 6.14547166 0.72299667 5.56018864\n", + " 5.62904547 0.22378468 5.25033293 5.35361817 0.10328524 0.60249722\n", + " 1.27385127 0.67135405 1.42877912 0.18935627 0.46478357 5.81840174\n", + " 0.49921198 0.22378468 6.30039951 0.92956714 6.11104324 6.19711428\n", + " 1.01563817 0.87792452 6.04218642 4.47569364 5.4569034 1.32549389\n", + " 0.44756936 5.66347388 1.05006659 6.04218642 1.084495 0.74021087\n", + " 5.85283015 0.30985571 0.99842397 0.79185349 5.90447277 0.60249722\n", + " 5.95611539 0.51642619 0.98120976 1.32549389 0.20657048 0.79185349\n", + " 5.81840174 0.65413984 1.32549389 1.44599333 0.5508546 5.56018864\n", + " 0.51642619 1.15335182 0.99842397 0.96399555 6.14547166 5.4396892\n", + " 0.08607103 4.92326301 1.084495 0.84349611 0.18935627 0.74021087\n", + " 6.09382904 5.64625967 1.49763595 0.43035516 5.02654825 6.07661483\n", + " 5.9905438 5.92168697 0.86071032]\n" + ] + } + ], + "source": [ + "filtered_data = butterworth_low_pass_filter(input_station)\n", + "print ('Filtered_Data:\\n', filtered_data)\n", + "selected_peaks = decluster_timeseries(filtered_data)\n", + "print ('Selected_Peaks:\\n',selected_peaks)\n", + "top_peaks_df = extract_top_peaks(selected_peaks)\n", + "print ('Top_peaks:\\n',top_peaks_df)\n", + "angles = extract_doy_radians(top_peaks_df)\n", + "print ('Angles:\\n',angles)" + ] + }, + { + "cell_type": "markdown", + "id": "93599df9-9d58-4f85-be0e-0ed48f008d2c", + "metadata": {}, + "source": [ + "Step 6: Refactor R to Python " + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "6604d3b8-46b5-4466-b091-743aba675835", + "metadata": {}, + "outputs": [], + "source": [ + "os.environ['R_HOME'] = '/sw/arch/RHEL8/EB_production/2023/software/R/4.3.2-gfbf-2023a/lib64/R'\n", + "import rpy2.robjects as robjects\n", + "from rpy2.robjects.packages import importr\n", + "from rpy2.robjects import r\n", + "movMF = importr('movMF')\n", + "circular = importr('circular')\n", + "CircStats = importr('CircStats')" + ] + }, + { + "cell_type": "markdown", + "id": "fd1f2b83-5062-4813-a86d-3af5634dab76", + "metadata": {}, + "source": [ + "Step 7: Null Hypothesis test of circular uniformity " + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "96c9c6f5-cce9-493a-bcfc-b0173d3a2335", + "metadata": {}, + "outputs": [], + "source": [ + "robjects.globalenv['angles'] = robjects.FloatVector(angles)" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "9e31fceb-07a4-4995-80e3-57975ca55eda", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + " Rayleigh Test of Uniformity \n", + " General Unimodal Alternative \n", + "\n", + "Test Statistic: 0.7813 \n", + "P-value: 0 \n", + "\n", + "\n", + " Rao's Spacing Test of Uniformity \n", + " \n", + "Test Statistic = 209.8883 \n", + "P-value < 0.001 \n", + " \n", + "\n", + " Kuiper's Test of Uniformity \n", + " \n", + "Test Statistic: 6.2735 \n", + "P-value < 0.01 \n", + " \n", + "\n", + " Watson's Test for Circular Uniformity \n", + " \n", + "Test Statistic: 3.8445 \n", + "P-value < 0.01 \n", + " \n", + "\n", + " Rao's Spacing Test of Uniformity \n", + " \n", + "Test Statistic = 209.8883 \n", + "P-value < 0.001 \n", + " \n", + "[1] 209.8883\n", + "[1] 0.001\n", + "\n", + " Kuiper's Test of Uniformity \n", + " \n", + "Test Statistic: 6.2735 \n", + "P-value: 0.01 \n", + " \n", + "[1] 6.273479\n", + "[1] 0.01\n", + "\n", + " Watson's Test for Circular Uniformity \n", + " \n", + "Test Statistic: 3.85 \n", + "Approximate P-value: 0.01 \n", + " \n", + "[1] 3.85\n", + "[1] 0.01\n" + ] + }, + { + "data": { + "text/html": [ + "\n", + " FloatVector with 4 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    \n", + " 0.000000\n", + " \n", + " 0.010000\n", + " \n", + " 0.010000\n", + " \n", + " 0.001000\n", + "
    \n", + " " + ], + "text/plain": [ + " [14]\n", + "R classes: ('numeric',)\n", + "[0.000000, 0.010000, 0.010000, 0.001000]" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "r('''\n", + "# Circular data in radians\n", + "angles_circular <- circular(angles, units = \"radians\") \n", + "\n", + "#Conduct the null hypothesis test of circular uniformity for the data\n", + "# 1. Rayleigh's Test\n", + "rayleigh_test <- rayleigh.test(angles_circular)\n", + "print(rayleigh_test)\n", + "\n", + "# 2. Rao's Spacing Test\n", + "rao_test <- rao.spacing.test(angles_circular)\n", + "print(rao_test)\n", + "\n", + "# 3. Kuiper's Test\n", + "kuiper_test <- kuiper.test(angles_circular)\n", + "print(kuiper_test)\n", + "\n", + "# 4. Watson's Test\n", + "watson_test <- watson.test(angles_circular)\n", + "print(watson_test)\n", + "\n", + "#Only the Rayleigh test returns a list with that contains the P-value even though they all print the P-value to the screen.\n", + "#Therefore to extract the P-value of the other three tests, we need to modify the original function of the three other tests\n", + "\n", + "# 1. RAO SPACING \n", + "rao2 <- function (x, alpha = 0, rad = TRUE) \n", + "{\n", + " rao.table <- NULL\n", + " data(rao.table, package = \"CircStats\", envir = sys.frame(which = sys.nframe()))\n", + " if (rad == TRUE) \n", + " x <- deg(x)\n", + " x <- sort(x %% 360)\n", + " n <- length(x)\n", + " spacings <- c(diff(x), x[1] - x[n] + 360)\n", + " U <- 1/2 * sum(abs(spacings - 360/n))\n", + " if (n < 4) \n", + " stop(\"Sample size too small\")\n", + " if (n <= 30) \n", + " table.row <- n - 3\n", + " else if (n <= 32) \n", + " table.row <- 27\n", + " else if (n <= 37) \n", + " table.row <- 28\n", + " else if (n <= 42) \n", + " table.row <- 29\n", + " else if (n <= 47) \n", + " table.row <- 30\n", + " else if (n <= 62) \n", + " table.row <- 31\n", + " else if (n <= 87) \n", + " table.row <- 32\n", + " else if (n <= 125) \n", + " table.row <- 33\n", + " else if (n <= 175) \n", + " table.row <- 34\n", + " else if (n <= 250) \n", + " table.row <- 35\n", + " else if (n <= 350) \n", + " table.row <- 36\n", + " else if (n <= 450) \n", + " table.row <- 37\n", + " else if (n <= 550) \n", + " table.row <- 38\n", + " else if (n <= 650) \n", + " table.row <- 39\n", + " else if (n <= 750) \n", + " table.row <- 40\n", + " else if (n <= 850) \n", + " table.row <- 41\n", + " else if (n <= 950) \n", + " table.row <- 42\n", + " else table.row <- 43\n", + " \n", + " numeric_p_value <- NA # Initialize numeric p_value\n", + " \n", + " if (alpha == 0) {\n", + " cat(\"\\n\")\n", + " cat(\" Rao's Spacing Test of Uniformity\", \"\\n\", \"\\n\")\n", + " cat(\"Test Statistic =\", round(U, 5), \"\\n\")\n", + " if (U > rao.table[table.row, 1]) {\n", + " cat(\"P-value < 0.001\", \"\\n\", \"\\n\")\n", + " numeric_p_value <- 0.001 # Set p-value as 0.001 for \"< 0.001\"\n", + " } else if (U > rao.table[table.row, 2]) {\n", + " cat(\"0.001 < P-value < 0.01\", \"\\n\", \"\\n\")\n", + " numeric_p_value <- 0.01 # Set p-value as 0.01 for \"0.001 < P-value < 0.01\"\n", + " } else if (U > rao.table[table.row, 3]) {\n", + " cat(\"0.01 < P-value < 0.05\", \"\\n\", \"\\n\")\n", + " numeric_p_value <- 0.05 # Set p-value as 0.05 for \"0.01 < P-value < 0.05\"\n", + " } else if (U > rao.table[table.row, 4]) {\n", + " cat(\"0.05 < P-value < 0.10\", \"\\n\", \"\\n\")\n", + " numeric_p_value <- 0.10 # Set p-value as 0.10 for \"0.05 < P-value < 0.10\"\n", + " } else {\n", + " cat(\"P-value > 0.10\", \"\\n\", \"\\n\")\n", + " numeric_p_value <- 1 # Set p-value as 1 for \"> 0.10\"\n", + " }\n", + " }\n", + " else {\n", + " cat(\"\\n\")\n", + " cat(\" Rao's Spacing Test of Uniformity\", \"\\n\", \"\\n\")\n", + " cat(\"Test Statistic =\", round(U, 5), \"\\n\")\n", + " if (sum(alpha == c(0.001, 0.01, 0.05, 0.1)) == 0) \n", + " stop(\"Invalid significance level\")\n", + " table.col <- (1:4)[alpha == c(0.001, 0.01, 0.05, 0.1)]\n", + " critical <- rao.table[table.row, table.col]\n", + " cat(\"Level\", alpha, \"critical value =\", critical, \"\\n\")\n", + " if (U > critical) \n", + " cat(\"Reject null hypothesis of uniformity\", \"\\n\", \"\\n\")\n", + " else cat(\"Do not reject null hypothesis of uniformity\", \"\\n\", \"\\n\")\n", + " }\n", + " \n", + " return(list(Test_Statistic = U, P_Value = numeric_p_value)) # Return both the test statistic and numeric p-value\n", + "}\n", + "\n", + "# Usage of the modified RAO spacing function:\n", + "rao_result <- rao2(angles_circular)\n", + "print(rao_result$Test_Statistic)\n", + "print(rao_result$P_Value)\n", + "\n", + "# 2. Kuiper_test\n", + "kuiper_test <- function(x, alpha = 0) {\n", + " cat(\"\\n\", \" Kuiper's Test of Uniformity\", \"\\n\", \"\\n\")\n", + " \n", + " # Critical values for Kuiper's test\n", + " kuiper_crits <- cbind(c(0.15, 0.1, 0.05, 0.025, 0.01), c(1.537, 1.62, 1.747, 1.862, 2.001))\n", + " \n", + " # Sort the input and transform it\n", + " x <- sort(x %% (2 * pi))/(2 * pi)\n", + " n <- length(x)\n", + " i <- c(1:n)\n", + " \n", + " # Compute the test statistic\n", + " D.P <- max(i/n - x)\n", + " D.M <- max(x - (i - 1)/n)\n", + " V <- (D.P + D.M) * (sqrt(n) + 0.155 + 0.24/sqrt(n))\n", + " cat(\"Test Statistic:\", round(V, 4), \"\\n\")\n", + " \n", + " # Initialize p-value variable\n", + " p_value <- NA\n", + " \n", + " if (alpha == 0) {\n", + " # Assign numeric p-value based on the value of the test statistic\n", + " if (V < 1.537) {\n", + " p_value <- 0.15\n", + " } else if (V < 1.62) {\n", + " p_value <- 0.125\n", + " } else if (V < 1.747) {\n", + " p_value <- 0.075\n", + " } else if (V < 1.862) {\n", + " p_value <- 0.0375\n", + " } else if (V < 2.001) {\n", + " p_value <- 0.0175\n", + " } else {\n", + " p_value <- 0.01\n", + " }\n", + " cat(\"P-value:\", p_value, \"\\n\", \"\\n\")\n", + " } else {\n", + " # Critical value comparison if alpha is provided\n", + " Critical <- kuiper_crits[(1:5)[alpha == c(kuiper_crits[, 1])], 2]\n", + " cat(\"Level\", alpha, \"Critical Value:\", round(Critical, 4), \"\\n\")\n", + " \n", + " # Decision on the null hypothesis\n", + " if (V > Critical) {\n", + " cat(\"Reject Null Hypothesis\", \"\\n\", \"\\n\")\n", + " } else {\n", + " cat(\"Do Not Reject Null Hypothesis\", \"\\n\", \"\\n\")\n", + " }\n", + " }\n", + " \n", + " # Return both the test statistic and the p-value\n", + " return(list(test_statistic = V, p_value = p_value))\n", + "}\n", + "\n", + "# Usage of the modified Kuiper test function:\n", + "kuiper_result <- kuiper_test(angles_circular)\n", + "print(kuiper_result$test_statistic) \n", + "print(kuiper_result$p_value) \n", + "\n", + "# 3. Watson test\n", + "watson <- function(x, alpha = 0, dist = \"uniform\") {\n", + " # Initialize p-value variable\n", + " p_value <- NA\n", + " \n", + " if(dist == \"uniform\") {\n", + " cat(\"\\n\", \" Watson's Test for Circular Uniformity\", \"\\n\", \"\\n\")\n", + " n <- length(x)\n", + " u <- sort(x)/(2 * pi)\n", + " u.bar <- mean(u)\n", + " i <- seq(1:n)\n", + " sum.terms <- (u - u.bar - (2 * i - 1)/(2 * n) + 0.5)^2\n", + " u2 <- sum(sum.terms) + 1/(12 * n)\n", + " u2 <- (u2 - 0.1/n + 0.1/(n^2)) * (1 + 0.8/n)\n", + " crits <- c(99, 0.267, 0.221, 0.187, 0.152)\n", + " \n", + " if(n < 8) {\n", + " cat(\"Total Sample Size < 8: Results are not valid\", \"\\n\", \"\\n\")\n", + " return(list(test_statistic = u2, p_value = NA))\n", + " }\n", + " \n", + " cat(\"Test Statistic:\", round(u2, 4), \"\\n\")\n", + " \n", + " if(sum(alpha == c(0, 0.01, 0.025, 0.05, 0.1)) == 0)\n", + " stop(\"Invalid input for alpha\")\n", + " \n", + " if(alpha == 0) {\n", + " if(u2 > 0.267) {\n", + " p_value <- 0.01\n", + " } else if(u2 > 0.221) {\n", + " p_value <- 0.0175\n", + " } else if(u2 > 0.187) {\n", + " p_value <- 0.0375\n", + " } else if(u2 > 0.152) {\n", + " p_value <- 0.1\n", + " } else {\n", + " p_value <- 0.15\n", + " }\n", + " cat(\"Approximate P-value:\", p_value, \"\\n\", \"\\n\")\n", + " } else {\n", + " index <- (1:5)[alpha == c(0, 0.01, 0.025, 0.05, 0.1)]\n", + " Critical <- crits[index]\n", + " if(u2 > Critical)\n", + " Reject <- \"Reject Null Hypothesis\"\n", + " else\n", + " Reject <- \"Do Not Reject Null Hypothesis\"\n", + " \n", + " cat(\"Level\", alpha, \"Critical Value:\", round(Critical, 4), \"\\n\")\n", + " cat(Reject, \"\\n\", \"\\n\")\n", + " }\n", + " \n", + " } else if(dist == \"vm\") {\n", + " cat(\"\\n\", \" Watson's Test for the von Mises Distribution\", \"\\n\", \"\\n\")\n", + " u2.crits <- cbind(c(0, 0.5, 1, 1.5, 2, 4, 100),\n", + " c(0.052, 0.056, 0.066, 0.077, 0.084, 0.093, 0.096), c(0.061, 0.066, 0.079, 0.092, 0.101, 0.113, 0.117), \n", + " c(0.081, 0.09, 0.11, 0.128, 0.142, 0.158, 0.164))\n", + " n <- length(x)\n", + " mu.hat <- circ.mean(x)\n", + " kappa.hat <- est.kappa(x)\n", + " x <- (x - mu.hat) %% (2 * pi)\n", + " x <- matrix(x, ncol = 1)\n", + " z <- apply(x, 1, pvm, 0, kappa.hat)\n", + " z <- sort(z)\n", + " z.bar <- mean(z)\n", + " i <- c(1:n)\n", + " sum.terms <- (z - (2 * i - 1)/(2 * n))^2\n", + " Value <- sum(sum.terms) - n * (z.bar - 0.5)^2 + 1/(12 * n)\n", + " \n", + " if(kappa.hat < 0.25)\n", + " row <- 1\n", + " else if(kappa.hat < 0.75)\n", + " row <- 2\n", + " else if(kappa.hat < 1.25)\n", + " row <- 3\n", + " else if(kappa.hat < 1.75)\n", + " row <- 4\n", + " else if(kappa.hat < 3)\n", + " row <- 5\n", + " else if(kappa.hat < 5)\n", + " row <- 6\n", + " else\n", + " row <- 7\n", + " \n", + " if(alpha != 0) {\n", + " if(alpha == 0.1)\n", + " col <- 2\n", + " else if(alpha == 0.05)\n", + " col <- 3\n", + " else if(alpha == 0.01)\n", + " col <- 4\n", + " else {\n", + " stop(\"Invalid input for alpha\", \"\\n\", \"\\n\")\n", + " }\n", + " Critical <- u2.crits[row, col]\n", + " if(Value > Critical)\n", + " Reject <- \"Reject Null Hypothesis\"\n", + " else\n", + " Reject <- \"Do Not Reject Null Hypothesis\"\n", + " \n", + " cat(\"Test Statistic:\", round(Value, 4), \"\\n\")\n", + " cat(\"Level\", alpha, \"Critical Value:\", round(Critical, 4), \"\\n\")\n", + " cat(Reject, \"\\n\", \"\\n\")\n", + " \n", + " } else {\n", + " cat(\"Test Statistic:\", round(Value, 4), \"\\n\")\n", + " if(Value < u2.crits[row, 2])\n", + " p_value <- 0.1\n", + " else if((Value >= u2.crits[row, 2]) && (Value < u2.crits[row, 3]))\n", + " p_value <- 0.075\n", + " else if((Value >= u2.crits[row, 3]) && (Value < u2.crits[row, 4]))\n", + " p_value <- 0.025\n", + " else\n", + " p_value <- 0.01\n", + " cat(\"Approximate P-value:\", p_value, \"\\n\", \"\\n\")\n", + " }\n", + " \n", + " } else\n", + " stop(\"Distribution must be either uniform or von Mises\")\n", + " \n", + " # Return both the test statistic and the numeric p-value\n", + " return(list(test_statistic = ifelse(dist == \"uniform\", round(u2, 4), round(Value, 4)), p_value = p_value))\n", + "}\n", + "\n", + "# Usage of the modified Watson test function:\n", + "watson_result <- watson(angles_circular)\n", + "print(watson_result$test_statistic) \n", + "print(watson_result$p_value) \n", + "\n", + "# Combine p-values into a vector\n", + "p_values <- c(rayleigh_test$p.value, kuiper_result$p_value, watson_result$p_value, rao_result$P_Value)\n", + "p_values\n", + "''')" + ] + }, + { + "cell_type": "markdown", + "id": "072f6183-c37c-4299-b9dd-b2956252b526", + "metadata": {}, + "source": [ + "Step 8: Compute Bonferroni correction " + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "e7dac329-8200-4085-ad23-e50263fb833a", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + " R/rpy2 DataFrame (4 x 3)\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
    TestP_ValueSignificant
    \n", + " ...\n", + " \n", + " ...\n", + " \n", + " ...\n", + "
    \n", + " " + ], + "text/plain": [ + " [19]\n", + "R classes: ('data.frame',)\n", + "[StrSexpVector, FloatSexpVector, BoolSexpVector]\n", + " Test: \n", + " [16]\n", + " P_Value: \n", + " [14]\n", + " Significant: \n", + " [10]" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "r('''\n", + "alpha <- 0.05\n", + "alpha_adjusted <- alpha / 4 # For four tests\n", + "Bonferronicor <- data.frame(\n", + " Test = c(\"Rayleigh\", \"Kuiper\", \"Watson\", \"Rao\"),\n", + " P_Value = p_values,\n", + " Significant = p_values < alpha_adjusted\n", + ")\n", + "''')" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "6519490d-2349-4de2-9a36-8aae611fea6b", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Test P_Value Significant\n", + "1 Rayleigh 9.660513e-32 TRUE\n", + "2 Kuiper 1.000000e-02 TRUE\n", + "3 Watson 1.000000e-02 TRUE\n", + "4 Rao 1.000000e-03 TRUE\n", + "\n" + ] + } + ], + "source": [ + "bonferroni_df = r('Bonferronicor')\n", + "print(bonferroni_df)" + ] + }, + { + "cell_type": "markdown", + "id": "9df96a59-eb9e-4873-81c9-07d6f8413c3c", + "metadata": {}, + "source": [ + "Step 9: Fit the Von Mises-Fisher Model " + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "3b1f0cb6-ae4d-44c3-a6d9-c685fcc8d5fe", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[1] 1\n", + "theta:\n", + " [,1] [,2]\n", + "1 2.538791 0.7915087\n", + "alpha:\n", + "[1] 1\n", + "L:\n", + "[1] 89.34162\n", + "[1] \"Circular Correlation Coefficient: 0.916589292464587\"\n", + "[1] \"Estimated mean directions (in radians):\"\n", + " 1 \n", + "0.302216 \n", + "[1] \"Mean directions in degrees (normalized):\"\n", + " 1 \n", + "17.3157 \n", + " angle density first_derivative\n", + "1 343.3647 2.439772 3.623505\n", + " angle density first_derivative\n", + "1 51.27425 2.439296 -3.623506\n", + "[1] \"count_within_range: 63\"\n", + "[1] 67.90958\n" + ] + }, + { + "data": { + "text/plain": [ + " [0]" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "r('''\n", + "# Check if all tests are significant and update the list\n", + "if (all(Bonferronicor$Significant)) {\n", + " uniformitytest <- 1\n", + "} else if (any(!Bonferronicor$Significant)) {\n", + " uniformitytest <- 0\n", + "}\n", + "\n", + "# If the uniformity test is 0, stop the process\n", + "if (uniformitytest == 0) {\n", + " stop()\n", + "} else {\n", + " set.seed(123)\n", + "\n", + " # Convert angles to Cartesian coordinates\n", + " prepare_data <- function(angles) {\n", + " cbind(cos(angles), sin(angles))\n", + " }\n", + " \n", + " data_matrix <- prepare_data(angles)\n", + "\n", + " # Fit von Mises model and compute BIC\n", + " fit_von_mises <- function(k, data) {\n", + " fit <- movMF(data, k = k, control = list(E = \"hardmax\", nruns = 20))\n", + " BIC_value <- BIC(fit)\n", + " return(list(fit = fit, BIC = BIC_value))\n", + " }\n", + "\n", + " # Extract the best model by BIC\n", + " get_best_model <- function(models) {\n", + " BIC_values <- sapply(models, function(res) res$BIC)\n", + " best_model_index <- which.min(BIC_values)\n", + " list(model = models[[best_model_index]]$fit, index = best_model_index)\n", + " }\n", + "\n", + " # Fit von Mises mixtures from 1 to 3 components\n", + " von_mises_mixture <- lapply(1:3, function(K) fit_von_mises(K, data_matrix))\n", + "\n", + " # Extract BIC values and find the best model (lowest BIC)\n", + " BIC_values <- sapply(von_mises_mixture, function(res) res$BIC)\n", + " best_model_index <- which.min(BIC_values)\n", + " best_model <- von_mises_mixture[[best_model_index]]$fit\n", + " \n", + " # Extract fitted parameters from the best model\n", + " mean_directions <- best_model$theta # mean_direction\n", + " mixing_proportion <- best_model$alpha # mixing proportion\n", + " print(mixing_proportion)\n", + " # Extract the estimated mean directions (in Cartesian form)\n", + " model_parameters <- print(best_model)\n", + " \n", + " # Create empirical CDF for observed data\n", + " observed_angles <- sort(as.numeric(angles_circular))\n", + " observed_probs <- ecdf(observed_angles)(observed_angles)\n", + "\n", + " # Simulate model-based angles for Q-Q plot and match quantiles\n", + " set.seed(123)\n", + " sim_data <- rmovMF(1000, mean_directions, mixing_proportion)\n", + " sim_angles <- atan2(sim_data[, 2], sim_data[, 1]) %% (2 * pi)\n", + " sim_angles <- sort(sim_angles)\n", + " sim_probs <- ecdf(sim_angles)(sim_angles)\n", + "\n", + " # Match quantiles\n", + " lookup_table <- data.frame(sim_probs, sim_angles)\n", + " matched_quantiles <- sapply(observed_probs, function(p) {\n", + " idx <- which.min(abs(lookup_table$sim_probs - p))\n", + " lookup_table$sim_angles[idx]\n", + " })\n", + "\n", + " # Calculate circular correlation\n", + " calculate_circular_correlation <- function(obs_ang, mod_ang) {\n", + " obs_circ <- circular(obs_ang, type = \"angles\", units = \"radians\")\n", + " mod_circ <- circular( mod_ang, type = \"angles\", units = \"radians\")\n", + " circular_correlation <- cor.circular(obs_circ, mod_circ)\n", + " }\n", + "\n", + " circular_correlation <- calculate_circular_correlation(observed_angles, matched_quantiles)\n", + " print(paste(\"Circular Correlation Coefficient:\", circular_correlation))\n", + "\n", + " # Convert Cartesian mean directions to degrees\n", + " convert_cartesian_to_angles <- function(directions) {\n", + " angles <- atan2(directions[, 2], directions[, 1])\n", + " deg <- angles * (180 / pi)\n", + " deg[deg < 0] <- deg[deg < 0] + 360\n", + " list(radians = angles, degrees = deg)\n", + " }\n", + " \n", + " conversion <- convert_cartesian_to_angles(mean_directions)\n", + " print(\"Estimated mean directions (in radians):\")\n", + " print(conversion$radians)\n", + " print(\"Mean directions in degrees (normalized):\")\n", + " print(conversion$degrees)\n", + "\n", + " # Find local maxima and minima of the first derivative\n", + " find_local_extrema <- function(derivatives) {\n", + " maxima <- which(diff(sign(diff(derivatives))) == -2) + 1\n", + " minima <- which(diff(sign(diff(derivatives))) == 2) + 1\n", + " list(maxima = maxima, minima = minima)\n", + " }\n", + " \n", + " # Compute density and its first numerical derivative from the model\n", + " compute_density_and_derivative <- function(directions, proportion) {\n", + " angles_seq <- seq(0, 2 * pi, length.out = 5000)\n", + " density_values <- dmovMF(cbind(cos(angles_seq), sin(angles_seq)), directions, proportion)\n", + " density_diff <- diff(density_values) / diff(angles_seq)\n", + " density_diff <- c(NA, density_diff) # Align length with angles_seq\n", + " list(angles = angles_seq, density = density_values, derivative = density_diff)\n", + " }\n", + " \n", + " density_results <- compute_density_and_derivative(mean_directions, mixing_proportion)\n", + " angles_seq <- density_results$angles\n", + " density_values <- density_results$density\n", + " density_diff <- density_results$derivative\n", + " \n", + " extrema <- find_local_extrema(density_diff)\n", + "\n", + " local_maxima_indices <- extrema$maxima\n", + " local_minima_indices <- extrema$minima\n", + "\n", + " maxima_info <- data.frame(\n", + " angle = angles_seq[local_maxima_indices] * (180 / pi),\n", + " density = density_values[local_maxima_indices],\n", + " first_derivative = density_diff[local_maxima_indices]\n", + " )\n", + "\n", + " minima_info <- data.frame(\n", + " angle = angles_seq[local_minima_indices] * (180 / pi),\n", + " density = density_values[local_minima_indices],\n", + " first_derivative = density_diff[local_minima_indices]\n", + " )\n", + "\n", + " print(maxima_info)\n", + " print(minima_info)\n", + " \n", + " export_component_variables <- function(w,\n", + " primary_mean = NA, secondary_mean = NA, tertiary_mean = NA,\n", + " primary_angle_difference = NA, secondary_angle_difference = NA, tertiary_angle_difference = NA,\n", + " rsquared_value = NA, primary_mix = NA, secondary_mix = NA, tertiary_mix = NA,\n", + " primary_mean_season_start = NA, primary_mean_season_end = NA,\n", + " secondary_mean_season_start = NA, secondary_mean_season_end = NA,\n", + " tertiary_mean_season_start = NA, tertiary_mean_season_end = NA,\n", + " count_within_range1 = NA, count_within_range2 = NA, count_within_range3 = NA,\n", + " circ_correlation = NA) {\n", + " assign(\"w\", w, envir = .GlobalEnv)\n", + " assign(\"rsquared_value\", rsquared_value, envir = .GlobalEnv)\n", + " assign(\"primary_mean\", primary_mean, envir = .GlobalEnv)\n", + " assign(\"primary_angle_difference\", primary_angle_difference, envir = .GlobalEnv)\n", + " assign(\"primary_mix\", primary_mix, envir = .GlobalEnv)\n", + " assign(\"primary_mean_season_start\", primary_mean_season_start, envir = .GlobalEnv)\n", + " assign(\"primary_mean_season_end\", primary_mean_season_end, envir = .GlobalEnv)\n", + " assign(\"count_within_range1\", count_within_range1, envir = .GlobalEnv)\n", + " assign(\"circ_correlation\", circ_correlation, envir = .GlobalEnv)\n", + "\n", + " if (w >= 2) {\n", + " assign(\"secondary_mean\", secondary_mean, envir = .GlobalEnv)\n", + " assign(\"secondary_angle_difference\", secondary_angle_difference, envir = .GlobalEnv)\n", + " assign(\"secondary_mix\", secondary_mix, envir = .GlobalEnv)\n", + " assign(\"secondary_mean_season_start\", secondary_mean_season_start, envir = .GlobalEnv)\n", + " assign(\"secondary_mean_season_end\", secondary_mean_season_end, envir = .GlobalEnv)\n", + " assign(\"count_within_range2\", count_within_range2, envir = .GlobalEnv)\n", + " }\n", + "\n", + " if (w == 3) {\n", + " assign(\"tertiary_mean\", tertiary_mean, envir = .GlobalEnv)\n", + " assign(\"tertiary_angle_difference\", tertiary_angle_difference, envir = .GlobalEnv)\n", + " assign(\"tertiary_mix\", tertiary_mix, envir = .GlobalEnv)\n", + " assign(\"tertiary_mean_season_start\", tertiary_mean_season_start, envir = .GlobalEnv)\n", + " assign(\"tertiary_mean_season_end\", tertiary_mean_season_end, envir = .GlobalEnv)\n", + " assign(\"count_within_range3\", count_within_range3, envir = .GlobalEnv)\n", + " }\n", + "}\n", + "\n", + " analyze_components <- function(w, proportion, mean_directions_degrees_normalized, maxima, minima, correlation, circular_angles) {\n", + "\n", + " find_nearest_circular <- function(target, points, direction = \"before\") {\n", + " circular_differences <- abs((points - target + 180) %% 360 - 180)\n", + "\n", + " if (direction == \"before\") {\n", + " valid_indices <- which((target - points + 360) %% 360 > 0 & (target - points + 360) %% 360 < 180)\n", + " if (length(valid_indices) == 0) {\n", + " valid_indices <- which(points == max(points))\n", + " }\n", + " } else {\n", + " valid_indices <- which((points - target + 360) %% 360 > 0 & (points - target + 360) %% 360 < 180)\n", + " if (length(valid_indices) == 0) {\n", + " valid_indices <- which(points == min(points))\n", + " }\n", + " }\n", + " nearest_index <- valid_indices[which.min(circular_differences[valid_indices])]\n", + " return(points[nearest_index])\n", + " }\n", + "\n", + " is_within_range <- function(angle, start, end) {\n", + " if (start < end) {\n", + " angle >= start & angle <= end\n", + " } else {\n", + " angle >= start | angle <= end\n", + " }\n", + " }\n", + "\n", + " angles_degrees <- circular_angles * (180 / pi)\n", + "\n", + " if (w == 1) {\n", + " primary_mix <- max(proportion)\n", + " rsquared_value <- correlation\n", + " primary_mean <- mean_directions_degrees_normalized\n", + " primary_mean_season_start <- maxima\n", + " primary_mean_season_end <- minima\n", + "\n", + " count_within_range1 <- sum(is_within_range(angles_degrees, primary_mean_season_start, primary_mean_season_end))\n", + " print(paste(\"count_within_range:\", count_within_range1))\n", + "\n", + " primary_angle_difference <- primary_mean_season_end - primary_mean_season_start\n", + " if (primary_angle_difference < 0) primary_angle_difference <- primary_angle_difference + 360\n", + " print(primary_angle_difference)\n", + " export_component_variables( w = w, primary_mean = primary_mean, primary_angle_difference = primary_angle_difference,\n", + " rsquared_value = rsquared_value,primary_mix = primary_mix, primary_mean_season_start = primary_mean_season_start,\n", + " primary_mean_season_end = primary_mean_season_end,count_within_range1 = count_within_range1, circ_correlation = correlation\n", + ")\n", + "\n", + " } else if (w == 2) {\n", + " rsquared_value <- correlation\n", + " max_index <- which.max(proportion)\n", + " min_index <- which.min(proportion)\n", + "\n", + " primary_mix <- proportion[max_index]\n", + " secondary_mix <- proportion[min_index]\n", + " primary_mean <- mean_directions_degrees_normalized[max_index]\n", + " secondary_mean <- mean_directions_degrees_normalized[min_index]\n", + "\n", + " primary_mean_season_start <- find_nearest_circular(primary_mean, maxima, \"before\")\n", + " primary_mean_season_end <- find_nearest_circular(primary_mean, minima, \"after\")\n", + "\n", + " count_within_range1 <- sum(is_within_range(angles_degrees, primary_mean_season_start, primary_mean_season_end))\n", + " print(paste(\"count_within_range primary:\", count_within_range1))\n", + "\n", + " primary_angle_difference <- primary_mean_season_end - primary_mean_season_start\n", + " if (primary_angle_difference < 0) primary_angle_difference <- primary_angle_difference + 360\n", + " print(primary_angle_difference)\n", + "\n", + " secondary_mean_season_start <- find_nearest_circular(secondary_mean, maxima, \"before\")\n", + " secondary_mean_season_end <- find_nearest_circular(secondary_mean, minima, \"after\")\n", + "\n", + " count_within_range2 <- sum(is_within_range(angles_degrees, secondary_mean_season_start, secondary_mean_season_end))\n", + " print(paste(\"count_within_range secondary:\", count_within_range2))\n", + "\n", + " secondary_angle_difference <- secondary_mean_season_end - secondary_mean_season_start\n", + " if (secondary_angle_difference < 0) secondary_angle_difference <- secondary_angle_difference + 360\n", + " print(secondary_angle_difference)\n", + " export_component_variables(\n", + " w = w,\n", + " primary_mean = primary_mean,\n", + " secondary_mean = secondary_mean,\n", + " primary_angle_difference = primary_angle_difference,\n", + " secondary_angle_difference = secondary_angle_difference,\n", + " rsquared_value = rsquared_value,\n", + " primary_mix = primary_mix,\n", + " secondary_mix = secondary_mix,\n", + " primary_mean_season_start = primary_mean_season_start,\n", + " primary_mean_season_end = primary_mean_season_end,\n", + " secondary_mean_season_start = secondary_mean_season_start,\n", + " secondary_mean_season_end = secondary_mean_season_end,\n", + " count_within_range1 = count_within_range1,\n", + " count_within_range2 = count_within_range2,\n", + " circ_correlation = correlation )\n", + "\n", + " } else if (w == 3) {\n", + " rsquared_value <- correlation\n", + " sorted_indices <- order(proportion, decreasing = TRUE)\n", + " max_index <- sorted_indices[1]\n", + " second_highest_index <- sorted_indices[2]\n", + " min_index <- sorted_indices[3]\n", + "\n", + " primary_mean <- mean_directions_degrees_normalized[max_index]\n", + " secondary_mean <- mean_directions_degrees_normalized[second_highest_index]\n", + " tertiary_mean <- mean_directions_degrees_normalized[min_index]\n", + "\n", + " primary_mix <- proportion[max_index]\n", + " secondary_mix <- proportion[second_highest_index]\n", + " tertiary_mix <- proportion[min_index]\n", + "\n", + " primary_mean_season_start <- find_nearest_circular(primary_mean, maxima, \"before\")\n", + " primary_mean_season_end <- find_nearest_circular(primary_mean, minima, \"after\")\n", + "\n", + " count_within_range1 <- sum(is_within_range(angles_degrees, primary_mean_season_start, primary_mean_season_end))\n", + " print(paste(\"count_within_range primary:\", count_within_range1))\n", + "\n", + " primary_angle_difference <- primary_mean_season_end - primary_mean_season_start\n", + " if (primary_angle_difference < 0) primary_angle_difference <- primary_angle_difference + 360\n", + " print(primary_angle_difference)\n", + "\n", + " secondary_mean_season_start <- find_nearest_circular(secondary_mean, maxima, \"before\")\n", + " secondary_mean_season_end <- find_nearest_circular(secondary_mean, minima, \"after\")\n", + "\n", + " count_within_range2 <- sum(is_within_range(angles_degrees, secondary_mean_season_start, secondary_mean_season_end))\n", + " print(paste(\"count_within_range secondary:\", count_within_range2))\n", + "\n", + " secondary_angle_difference <- secondary_mean_season_end - secondary_mean_season_start\n", + " if (secondary_angle_difference < 0) secondary_angle_difference <- secondary_angle_difference + 360\n", + " print(secondary_angle_difference)\n", + "\n", + " tertiary_mean_season_start <- find_nearest_circular(tertiary_mean, maxima, \"before\")\n", + " tertiary_mean_season_end <- find_nearest_circular(tertiary_mean, minima, \"after\")\n", + "\n", + " count_within_range3 <- sum(is_within_range(angles_degrees, tertiary_mean_season_start, tertiary_mean_season_end))\n", + " print(paste(\"count_within_range tertiary:\", count_within_range3))\n", + "\n", + " tertiary_angle_difference <- tertiary_mean_season_end - tertiary_mean_season_start\n", + " if (tertiary_angle_difference < 0) tertiary_angle_difference <- tertiary_angle_difference + 360\n", + " print(tertiary_angle_difference)\n", + " export_component_variables(\n", + " w = w,\n", + " primary_mean = primary_mean,\n", + " secondary_mean = secondary_mean,\n", + " tertiary_mean = tertiary_mean,\n", + " primary_angle_difference = primary_angle_difference,\n", + " secondary_angle_difference = secondary_angle_difference,\n", + " tertiary_angle_difference = tertiary_angle_difference,\n", + " rsquared_value = rsquared_value,\n", + " primary_mix = primary_mix,\n", + " secondary_mix = secondary_mix,\n", + " tertiary_mix = tertiary_mix,\n", + " primary_mean_season_start = primary_mean_season_start,\n", + " primary_mean_season_end = primary_mean_season_end,\n", + " secondary_mean_season_start = secondary_mean_season_start,\n", + " secondary_mean_season_end = secondary_mean_season_end,\n", + " tertiary_mean_season_start = tertiary_mean_season_start,\n", + " tertiary_mean_season_end = tertiary_mean_season_end,\n", + " count_within_range1 = count_within_range1,\n", + " count_within_range2 = count_within_range2,\n", + " count_within_range3 = count_within_range3,\n", + " circ_correlation = correlation)\n", + "\n", + " } else {\n", + " stop(\"Unexpected number of components w.\")\n", + " }\n", + " }\n", + "\n", + " # Call analyze_components AFTER all computations\n", + " analyze_components(\n", + " w = best_model_index,\n", + " proportion = mixing_proportion,\n", + " mean_directions_degrees_normalized = conversion$degrees,\n", + " maxima = maxima_info$angle,\n", + " minima = minima_info$angle,\n", + " correlation = circular_correlation,\n", + " circular_angles = angles_circular\n", + " )\n", + "}\n", + "''')" + ] + }, + { + "cell_type": "markdown", + "id": "8873f20b-21a0-4758-b4d4-996e4c720ab3", + "metadata": {}, + "source": [ + "Step 9: Value Extraction " + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "a94845b3-a13f-4ba5-809c-673f8d111079", + "metadata": {}, + "outputs": [], + "source": [ + "def r_scalar(name):\n", + " if name in robjects.globalenv:\n", + " return float(np.array(robjects.globalenv[name])[0])\n", + " return None" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "d6713b49-cf6b-4d9f-8c85-cba8c1a3d3a8", + "metadata": {}, + "outputs": [], + "source": [ + "def get_event_radians(start_deg, end_deg):\n", + " start_rad = math.radians(start_deg)\n", + " end_rad = math.radians(end_deg)\n", + " if start_rad <= end_rad:\n", + " return angles[(angles >= start_rad) & (angles <= end_rad)]\n", + " else:\n", + " return angles[(angles >= start_rad) | (angles <= end_rad)]" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "002ad264-faef-4758-ab97-64295270609d", + "metadata": {}, + "outputs": [], + "source": [ + "def compute_surge_stats(filtered_rads):\n", + " surge_dict = {}\n", + " for rad in filtered_rads:\n", + " values = top_peaks_df[top_peaks_df['doy radian'] == rad]\n", + " if not values.empty:\n", + " surge_dict[rad] = values['filtered_surge'].values\n", + " surge_values = [v for sublist in surge_dict.values() for v in sublist]\n", + " if len(surge_values) == 0:\n", + " return None, None, None\n", + " surge_array = np.array(surge_values)\n", + " return surge_array.mean(), surge_array.std(), (surge_array.std() / surge_array.mean()) * 100\n" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "bf026bb0-97a4-4e4e-8896-f2e2534625db", + "metadata": {}, + "outputs": [], + "source": [ + "# Gather R outputs\n", + "results = {\n", + " 'uniformity_test': r_scalar('uniformitytest'),\n", + " 'optimal_season_number': r_scalar('best_model_index'),\n", + " 'rsquared_value': r_scalar('rsquared_value'),\n", + " 'circ_correlation': r_scalar('circ_correlation'),\n", + " 'primary season': {\n", + " 'mean_direction': r_scalar('primary_mean'),\n", + " 'start': r_scalar('primary_mean_season_start'),\n", + " 'end': r_scalar('primary_mean_season_end'),\n", + " 'length': r_scalar('primary_angle_difference'),\n", + " 'mix': r_scalar('primary_mix'),\n", + " 'surge_count': r_scalar('count_within_range1')\n", + " },\n", + " 'secondary season': {\n", + " 'mean_direction': r_scalar('secondary_mean'),\n", + " 'start': r_scalar('secondary_mean_season_start'),\n", + " 'end': r_scalar('secondary_mean_season_end'),\n", + " 'length': r_scalar('secondary_angle_difference'),\n", + " 'mix': r_scalar('secondary_mix'),\n", + " 'surge_count': r_scalar('count_within_range2')\n", + " },\n", + " 'tertiary season': {\n", + " 'mean_direction': r_scalar('Tertiary_mean'),\n", + " 'start': r_scalar('Tertiary_mean_season_start'),\n", + " 'end': r_scalar('Tertiary_mean_season_end'),\n", + " 'length': r_scalar('Tertiary_angle_difference'),\n", + " 'mix': r_scalar('Tertiary_mix'),\n", + " 'surge_count': r_scalar('count_within_range3')\n", + " }\n", + "}" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "fff8ca53-71ee-4713-8d5e-3f08df5f8438", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No Secondary season found for this location.\n", + "No Tertiary season found for this location.\n" + ] + } + ], + "source": [ + "# Process each season if it exists\n", + "for season in ['primary season', 'secondary season', 'tertiary season']:\n", + " season_data = results.get(season)\n", + " if season_data and season_data.get('start') is not None and season_data.get('end') is not None:\n", + " filtered_rads = get_event_radians(season_data['start'], season_data['end'])\n", + " mean_surge, std_surge, cv_surge = compute_surge_stats(filtered_rads)\n", + " season_data['surge_mean'] = mean_surge\n", + " season_data['surge_std'] = std_surge\n", + " season_data['surge_cv'] = cv_surge\n", + " else:\n", + " print(f\"No {season.capitalize()} found for this location.\")" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "id": "18baf6dd-a7db-43e8-9fbf-4c79a23464be", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{'uniformity_test': 1.0,\n", + " 'optimal_season_number': 1.0,\n", + " 'rsquared_value': 0.9165892924645869,\n", + " 'circ_correlation': 0.9165892924645869,\n", + " 'primary season': {'mean_direction': 17.315699950881832,\n", + " 'start': 343.3646729345869,\n", + " 'end': 51.274254850970195,\n", + " 'length': 67.90958191638327,\n", + " 'mix': 1.0,\n", + " 'surge_count': 63.0,\n", + " 'surge_mean': np.float64(0.6215656510128603),\n", + " 'surge_std': np.float64(0.08949579600957426),\n", + " 'surge_cv': np.float64(14.398446224262571)},\n", + " 'secondary season': {'mean_direction': None,\n", + " 'start': None,\n", + " 'end': None,\n", + " 'length': None,\n", + " 'mix': None,\n", + " 'surge_count': None},\n", + " 'tertiary season': {'mean_direction': None,\n", + " 'start': None,\n", + " 'end': None,\n", + " 'length': None,\n", + " 'mix': None,\n", + " 'surge_count': None}}\n" + ] + } + ], + "source": [ + "# Final results dict\n", + "import pprint\n", + "pprint.pprint(results,sort_dicts=False)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "d43ecb74", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.5" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} From 07cedf16c6faf1f0913e94ec5e0727409c57b35b Mon Sep 17 00:00:00 2001 From: Ayoola Apolola Date: Wed, 29 Oct 2025 14:18:02 +0100 Subject: [PATCH 28/31] [AAP] Update the instructions --- .../GlobalSurgeSeasons/01_ALL.ipynb | 244 ++++++++++-------- 1 file changed, 139 insertions(+), 105 deletions(-) diff --git a/methods/statistical_downscaling/GlobalSurgeSeasons/01_ALL.ipynb b/methods/statistical_downscaling/GlobalSurgeSeasons/01_ALL.ipynb index 3b91d3bb..526da4ba 100644 --- a/methods/statistical_downscaling/GlobalSurgeSeasons/01_ALL.ipynb +++ b/methods/statistical_downscaling/GlobalSurgeSeasons/01_ALL.ipynb @@ -2,39 +2,41 @@ "cells": [ { "cell_type": "markdown", - "id": "00312d1b-3c34-45e8-908c-9795ae880283", + "id": "775b2bf4", "metadata": {}, "source": [ - "# Statistical estimation of seasonality\n", + "

    Statistical estimation of seasonality

    \n", "\n", + "
    \n", "\n", + "Overview \n", + "\n", + "In this notebook, we estimate seasonal distribution of extreme events for any location in the world. \n", + "We explore when the most extreme events cluster in time, the strength of their timing, \n", + "and their cumulative effect in defining the length of the identified seasons.\n", + "\n", "\n", - "---\n", - "\n", - "Overview \n", - "\n", - "In this notebook, we estimate seasonal distribution of extreme events for any location in the world. We explore when the most extreme events cluster in time, the strenght of their timing, and their cumulative effect in defining the lenght of the identied seasons.\n", - "\n", - "Method\n", - "1. Correct for trends in the time series using the butter worth low pass filter;\n", - "2. Extract the number of required extreme events (peaks) over user defined threshold;\n", - "3. Assess the seasonality of selected peaks based on the mixture model of the Von Mises-Fisher distribution.\n", - "4. Determine the lenght of the identied seasons from the first derivative of the model's distribution function. \n", + "Method\n", + "
      \n", + "
    1. Correct for trends in the time series using the Butterworth low-pass filter;
      2. \n", + "
    2. Extract the number of required extreme events (peaks) over a user-defined threshold;
      3. \n", + "
    3. Assess the seasonality of selected peaks based on the mixture model of the Von Mises–Fisher distribution;
      4. \n", + "
    4. Determine the length of the identified seasons from the first derivative of the model's distribution function.
      5. \n", + "
    \n", "\n", - "    \n", "\n", "---\n", "\n", - "Key notes\n", + "Key notes\n", "\n", - "
      \n", + "
        \n", "
      • Point 1: The butter worth low pass filter is sensitive to nan values. ensure all nan values are dropped
        • \n", "
      • Point 2: The selection of peaks is over the entire timeseries and should be modified as required
        • \n", - "
      • Point 3: Minimum number of angles to fit the Von mises distribution correctly is 30
        • \n", + "
      • Point 3: Minimum number of angles to fit the Von Mises-Fisher distribution correctly is 30
        • \n", "
      \n", "\n", - "Key papers\n", - "
        \n", + "Key papers\n", + "
          \n", "
        • ButterWorth low-pass filter: Roberts, J. and Roberts, T.D. (1978) ‘Use of the Butterworth low-pass filter for oceanographic data’, Journal of Geophysical Research: Oceans, 83(C11), pp. 5510–5514. Available at: https://doi.org/10.1029/JC083iC11p05510.
          • \n", " \n", "
        • Extreme values modelling: Coles, S. (2001), An Introduction to Statistical Modeling of Extreme Values, Springer, London, U. K.
          • \n", @@ -42,15 +44,50 @@ "
        • Von Mises-Fisher distribution : Hornik, K. and Grün, B. (2014) ‘movMF: An R Package for Fitting Mixtures of von Mises-Fisher Distributions’, Journal of Statistical Software, 58, pp. 1–31. Available at: https://doi.org/10.18637/jss.v058.i10.
          • \n", "
        \n", "\n", - "---\n", - "\n", - "“Users are encouraged to explore as required.”\n" + "Key requirement\n", + "\n", + "
          \n", + "
        • This notebook requires embedding an R interpreter in Python using rpy2.
          • \n", + "\n", + "
        • Step 1: Install R on your system:\n", + "
            \n", + "
          • Windows: Download and install from CRAN.
            • \n", + "
          • macOS: Download from CRAN.
            • \n", + "
          • Linux: Use your package manager to install R.
            • \n", + "
          \n", + "
          • \n", + "\n", + "
        • Step 2: Install rpy2 in Python:\n", + " 
          # Using pip\n",
+    "pip install rpy2\n",
+    "
          \n", + "
          • \n", + "\n", + "
        • Step 3: Install the required R packages.\n", + "
            \n", + "
          • \n", + " Option 1: From R console:\n", + " 
            install.packages(c(\"movMF\", \"circular\", \"CircStats\", \"ggplot2\"))
            \n", + "
            • \n", + "
          • \n", + " Option 2: From Python using rpy2:\n", + " 
            import rpy2.robjects.packages as rpackages\n",
+    "utils = rpackages.importr('utils')\n",
+    "utils.chooseCRANmirror(ind=1)  \n",
+    "packages_to_install = ['movMF', 'circular', 'CircStats', 'ggplot2']\n",
+    "for pkg in packages_to_install:\n",
+    "    if not rpackages.isinstalled(pkg):\n",
+    "        utils.install_packages(pkg)
            \n", + "
            • \n", + "
          \n", + "
          • \n", + "
        " ] }, { "cell_type": "code", - "execution_count": 1, - "id": "40b6465d-9c46-45a8-bf13-8a21844d4e73", + "execution_count": null, + "id": "9cabfb3e", "metadata": {}, "outputs": [], "source": [ @@ -64,10 +101,18 @@ "from scipy.signal import butter, filtfilt" ] }, + { + "cell_type": "markdown", + "id": "61d7c48f", + "metadata": {}, + "source": [ + "Step 0: Access the input data and select a location of choice" + ] + }, { "cell_type": "code", - "execution_count": 2, - "id": "ee83134b-97ee-4d8d-bc2d-d46990153209", + "execution_count": null, + "id": "4caf4d10", "metadata": {}, "outputs": [ { @@ -89,8 +134,8 @@ }, { "cell_type": "code", - "execution_count": 3, - "id": "776190e5", + "execution_count": null, + "id": "11d4137c", "metadata": {}, "outputs": [ { @@ -113,7 +158,7 @@ "type": "float" } ], - "ref": "1361f8df-126a-4ef3-bf12-ca98ed5d5e0a", + "ref": "5c8c65b7-6069-4449-ba1f-172cf4e872b1", "rows": [ [ "0", @@ -472,9 +517,8 @@ "[43659 rows x 2 columns]" ] }, - "execution_count": 3, "metadata": {}, - "output_type": "execute_result" + "output_type": "display_data" } ], "source": [ @@ -486,16 +530,16 @@ }, { "cell_type": "markdown", - "id": "056c09ad-b58d-417f-b825-da53d71be0d7", + "id": "8f4de86e", "metadata": {}, "source": [ - "Step 1: Filter the timeseries " + "Step 1: Filter the timeseries" ] }, { "cell_type": "code", - "execution_count": 4, - "id": "85d4996d-0de8-49ef-88b1-910cf21c9358", + "execution_count": null, + "id": "331e3c41", "metadata": {}, "outputs": [], "source": [ @@ -514,16 +558,17 @@ }, { "cell_type": "markdown", - "id": "f020a6f3-1600-4d7b-94a8-8528bcad5d31", + "id": "a444866c", "metadata": {}, "source": [ - "Step 2: Decluster the timeseries " + "\n", + "Step 2: Decluster the timeseries" ] }, { "cell_type": "code", - "execution_count": 5, - "id": "c12a3490-8409-4784-a62e-90644318c064", + "execution_count": null, + "id": "2610636c", "metadata": {}, "outputs": [], "source": [ @@ -567,16 +612,16 @@ }, { "cell_type": "markdown", - "id": "d628daef-1755-4f51-a9ec-38ec79ed3fa4", + "id": "fc0f31eb", "metadata": {}, "source": [ - "Step 3: Extract Peaks " + "Step 3: Extract Peaks" ] }, { "cell_type": "code", - "execution_count": 6, - "id": "fa77a0a6-b5f0-4e8b-b6fb-10a1653f08e5", + "execution_count": null, + "id": "78315d9d", "metadata": {}, "outputs": [], "source": [ @@ -592,16 +637,16 @@ }, { "cell_type": "markdown", - "id": "8347b644-ab63-4be8-b6fa-ed020a3cb600", + "id": "0051b3db", "metadata": {}, "source": [ - "Step 4: Extract day of year in radians " + "Step 4: Extract day of year in radians" ] }, { "cell_type": "code", - "execution_count": 7, - "id": "20fc4345-6181-4f96-9495-934170100129", + "execution_count": null, + "id": "4a3ffaf8", "metadata": {}, "outputs": [], "source": [ @@ -611,16 +656,16 @@ }, { "cell_type": "markdown", - "id": "b179e75a-336b-487d-923e-f17a276c11cc", + "id": "66928b93", "metadata": {}, "source": [ - "Step 5: Call the functions " + "Step 5: Call the functions" ] }, { "cell_type": "code", - "execution_count": 8, - "id": "4c3669e7-2ef7-4a15-80a9-29b5d3061165", + "execution_count": null, + "id": "0320939d", "metadata": {}, "outputs": [ { @@ -709,16 +754,16 @@ }, { "cell_type": "markdown", - "id": "93599df9-9d58-4f85-be0e-0ed48f008d2c", + "id": "dbb60e26", "metadata": {}, "source": [ - "Step 6: Refactor R to Python " + "Step 6: Embed R in Python" ] }, { "cell_type": "code", - "execution_count": 9, - "id": "6604d3b8-46b5-4466-b091-743aba675835", + "execution_count": null, + "id": "bf11591a", "metadata": {}, "outputs": [], "source": [ @@ -733,16 +778,16 @@ }, { "cell_type": "markdown", - "id": "fd1f2b83-5062-4813-a86d-3af5634dab76", + "id": "86f60386", "metadata": {}, "source": [ - "Step 7: Null Hypothesis test of circular uniformity " + "Step 7: Null Hypothesis test of circular uniformity" ] }, { "cell_type": "code", - "execution_count": 10, - "id": "96c9c6f5-cce9-493a-bcfc-b0173d3a2335", + "execution_count": null, + "id": "47cbe422", "metadata": {}, "outputs": [], "source": [ @@ -751,8 +796,8 @@ }, { "cell_type": "code", - "execution_count": 11, - "id": "9e31fceb-07a4-4995-80e3-57975ca55eda", + "execution_count": null, + "id": "a724ea14", "metadata": {}, "outputs": [ { @@ -841,14 +886,13 @@ " " ], "text/plain": [ - " [14]\n", + " [14]\n", "R classes: ('numeric',)\n", "[0.000000, 0.010000, 0.010000, 0.001000]" ] }, - "execution_count": 11, "metadata": {}, - "output_type": "execute_result" + "output_type": "display_data" } ], "source": [ @@ -1165,16 +1209,16 @@ }, { "cell_type": "markdown", - "id": "072f6183-c37c-4299-b9dd-b2956252b526", + "id": "1fbfc766", "metadata": {}, "source": [ - "Step 8: Compute Bonferroni correction " + "Step 8: Compute Bonferroni correction" ] }, { "cell_type": "code", - "execution_count": 12, - "id": "e7dac329-8200-4085-ad23-e50263fb833a", + "execution_count": null, + "id": "ae385cf6", "metadata": {}, "outputs": [ { @@ -1217,20 +1261,19 @@ " " ], "text/plain": [ - " [19]\n", + " [19]\n", "R classes: ('data.frame',)\n", "[StrSexpVector, FloatSexpVector, BoolSexpVector]\n", " Test: \n", - " [16]\n", + " [16]\n", " P_Value: \n", - " [14]\n", + " [14]\n", " Significant: \n", - " [10]" + " [10]" ] }, - "execution_count": 12, "metadata": {}, - "output_type": "execute_result" + "output_type": "display_data" } ], "source": [ @@ -1247,8 +1290,8 @@ }, { "cell_type": "code", - "execution_count": 13, - "id": "6519490d-2349-4de2-9a36-8aae611fea6b", + "execution_count": null, + "id": "5b105042", "metadata": {}, "outputs": [ { @@ -1271,16 +1314,16 @@ }, { "cell_type": "markdown", - "id": "9df96a59-eb9e-4873-81c9-07d6f8413c3c", + "id": "cf963e67", "metadata": {}, "source": [ - "Step 9: Fit the Von Mises-Fisher Model " + "Step 9: Fit the Von Mises-Fisher Model" ] }, { "cell_type": "code", - "execution_count": 14, - "id": "3b1f0cb6-ae4d-44c3-a6d9-c685fcc8d5fe", + "execution_count": null, + "id": "da3777c2", "metadata": {}, "outputs": [ { @@ -1313,12 +1356,11 @@ { "data": { "text/plain": [ - " [0]" + " [0]" ] }, - "execution_count": 14, "metadata": {}, - "output_type": "execute_result" + "output_type": "display_data" } ], "source": [ @@ -1675,16 +1717,16 @@ }, { "cell_type": "markdown", - "id": "8873f20b-21a0-4758-b4d4-996e4c720ab3", + "id": "5bb506a8", "metadata": {}, "source": [ - "Step 9: Value Extraction " + "Step 10: Value Extraction" ] }, { "cell_type": "code", - "execution_count": 15, - "id": "a94845b3-a13f-4ba5-809c-673f8d111079", + "execution_count": null, + "id": "98c85d3e", "metadata": {}, "outputs": [], "source": [ @@ -1696,8 +1738,8 @@ }, { "cell_type": "code", - "execution_count": 16, - "id": "d6713b49-cf6b-4d9f-8c85-cba8c1a3d3a8", + "execution_count": null, + "id": "ec5c0a8b", "metadata": {}, "outputs": [], "source": [ @@ -1712,8 +1754,8 @@ }, { "cell_type": "code", - "execution_count": 17, - "id": "002ad264-faef-4758-ab97-64295270609d", + "execution_count": null, + "id": "310e2f3a", "metadata": {}, "outputs": [], "source": [ @@ -1732,8 +1774,8 @@ }, { "cell_type": "code", - "execution_count": 18, - "id": "bf026bb0-97a4-4e4e-8896-f2e2534625db", + "execution_count": null, + "id": "8e95fefe", "metadata": {}, "outputs": [], "source": [ @@ -1772,8 +1814,8 @@ }, { "cell_type": "code", - "execution_count": 19, - "id": "fff8ca53-71ee-4713-8d5e-3f08df5f8438", + "execution_count": null, + "id": "e4759796", "metadata": {}, "outputs": [ { @@ -1801,8 +1843,8 @@ }, { "cell_type": "code", - "execution_count": 20, - "id": "18baf6dd-a7db-43e8-9fbf-4c79a23464be", + "execution_count": null, + "id": "a44e7fa9", "metadata": {}, "outputs": [ { @@ -1842,14 +1884,6 @@ "import pprint\n", "pprint.pprint(results,sort_dicts=False)" ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "d43ecb74", - "metadata": {}, - "outputs": [], - "source": [] } ], "metadata": { From a33c6565fed4d1c70dde0b571d8d7d97ada8ed11 Mon Sep 17 00:00:00 2001 From: Colladito Date: Thu, 20 Nov 2025 11:16:25 +0100 Subject: [PATCH 29/31] [VCF] Updarte GEV and GPD notebooks --- toolkit/distributions/GEV.ipynb | 38 +++++++++++++--------- toolkit/distributions/GPD.ipynb | 57 +++++++++++++++++---------------- 2 files changed, 52 insertions(+), 43 deletions(-) diff --git a/toolkit/distributions/GEV.ipynb b/toolkit/distributions/GEV.ipynb index 73daf3f4..c3fa70db 100644 --- a/toolkit/distributions/GEV.ipynb +++ b/toolkit/distributions/GEV.ipynb @@ -32,20 +32,20 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 2, "id": "e483a32d", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "{'mean': 1.6176583190738754,\n", - " 'median': 1.3359810891121353,\n", - " 'variance': 1.8032552692986161,\n", - " 'std': 1.3428534057366859}" + "{'mean': 1.6176583190738771,\n", + " 'median': 1.3359810891121355,\n", + " 'variance': 1.803255269298612,\n", + " 'std': 1.3428534057366843}" ] }, - "execution_count": 12, + "execution_count": 2, "metadata": {}, "output_type": "execute_result" } @@ -57,7 +57,7 @@ "random_state = 42\n", "\n", "# Generate a random sample from GEV distribution\n", - "x = GEV.random(1000, loc=loc, scale=scale, shape=shape, random_state=random_state)\n", + "x = GEV.random(100, loc=loc, scale=scale, shape=shape, random_state=random_state)\n", "\n", "x_pdf = GEV.pdf(x, loc=loc, scale=scale, shape=shape) # Probability Density Function\n", "x_cdf = GEV.cdf(x, loc=loc, scale=scale, shape=shape) # Cumulative Distribution Function\n", @@ -77,7 +77,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 3, "id": "4b76f426", "metadata": {}, "outputs": [ @@ -89,9 +89,9 @@ "--------------------------------------\n", "Parameters:\n", " - loc: 1.0000\n", - " - scale: 0.8911\n", - " - shape: -0.1998\n", - "Negative Log-Likelihood value: 1351.1757\n", + " - scale: 0.8932\n", + " - shape: 0.0829\n", + "Negative Log-Likelihood value: 148.9648\n", "Optimization terminated successfully.\n" ] } @@ -103,13 +103,13 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 4, "id": "25bff181", "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", 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        " ] @@ -122,11 +122,19 @@ "fig = fit_result.plot() # Plot the fitted GEV distribution against the data\n", "plt.show(fig) # Show the plot" ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "ab9b8d1a", + "metadata": {}, + "outputs": [], + "source": [] } ], "metadata": { "kernelspec": { - "display_name": "bluemath_dev", + "display_name": "bluemath-good", "language": "python", "name": "python3" }, @@ -140,7 +148,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.12.9" + "version": "3.11.13" } }, "nbformat": 4, diff --git a/toolkit/distributions/GPD.ipynb b/toolkit/distributions/GPD.ipynb index a292cc8e..09487608 100644 --- a/toolkit/distributions/GPD.ipynb +++ b/toolkit/distributions/GPD.ipynb @@ -32,20 +32,20 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 2, "id": "e483a32d", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "{'mean': 0.8333333333333334,\n", - " 'median': 1.6472471835193794,\n", + "{'mean': 1.8333333333333335,\n", + " 'median': 1.6472471835193792,\n", " 'variance': 0.49603174603174605,\n", " 'std': 0.7042952122737638}" ] }, - "execution_count": 25, + "execution_count": 2, "metadata": {}, "output_type": "execute_result" } @@ -56,14 +56,14 @@ "shape = -0.2\n", "random_state = 42\n", "\n", - "# Generate a random sample from GEV distribution\n", - "x = GPD.random(2000, loc=threshold, scale=scale, shape=shape, random_state=random_state)\n", + "# Generate a random sample from GPD distribution\n", + "x = GPD.random(2000, threshold=threshold, scale=scale, shape=shape, random_state=random_state)\n", "\n", - "x_pdf = GPD.pdf(x, loc=threshold, scale=scale, shape=shape) # Probability Density Function\n", - "x_cdf = GPD.cdf(x, loc=threshold, scale=scale, shape=shape) # Cumulative Distribution Function\n", - "x_ppf = GPD.qf(x_cdf, loc=threshold, scale=scale, shape=shape) # Percent-Point Function (Quantile Function)\n", - "x_sf = GPD.sf(x, loc=threshold, scale=scale, shape=shape) # Survival Function\n", - "x_stats = GPD.stats(loc=threshold, scale=scale, shape=shape) # Mean, Variance, Skewness, Kurtosis\n", + "x_pdf = GPD.pdf(x, threshold=threshold, scale=scale, shape=shape) # Probability Density Function\n", + "x_cdf = GPD.cdf(x, threshold=threshold, scale=scale, shape=shape) # Cumulative Distribution Function\n", + "x_ppf = GPD.qf(x_cdf, threshold=threshold, scale=scale, shape=shape) # Percent-Point Function (Quantile Function)\n", + "x_sf = GPD.sf(x, threshold=threshold, scale=scale, shape=shape) # Survival Function\n", + "x_stats = GPD.stats(threshold=threshold, scale=scale, shape=shape) # Mean, Variance, Skewness, Kurtosis\n", "x_stats" ] }, @@ -77,7 +77,7 @@ }, { "cell_type": "code", - "execution_count": 26, + "execution_count": 3, "id": "4b76f426", "metadata": {}, "outputs": [ @@ -88,36 +88,28 @@ "Fitting results for Generalized Pareto Distribution (GPD):\n", "--------------------------------------\n", "Parameters:\n", - " - loc: 0.0000\n", - " - scale: 1.0521\n", - " - shape: -0.2478\n", - "Negative Log-Likelihood value: 1605.9867\n", + " - threshold: 1.0000\n", + " - scale: 1.0011\n", + " - shape: -0.1981\n", + "Negative Log-Likelihood value: 1606.0712\n", "Optimization terminated successfully.\n" ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "c:\\users\\user\\victor\\trabajo\\bluemath_tk\\bluemath_tk\\distributions\\gpd.py:312: RuntimeWarning: invalid value encountered in log\n", - " + (1 / shape + 1) * np.sum(np.log(y))\n" - ] } ], "source": [ - "fit_result = GPD.fit(data = x - threshold, f0 = 0.0) # Fit the GEV distribution to the data\n", + "fit_result = GPD.fit(data = x, threshold = threshold) # Fit the GEV distribution to the data\n", "fit_result.summary() " ] }, { "cell_type": "code", - "execution_count": 27, + "execution_count": 4, "id": "25bff181", "metadata": {}, "outputs": [ { "data": { - "image/png": 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", + "image/png": 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        " ] @@ -127,9 +119,18 @@ } ], "source": [ - "fig = fit_result.plot() # Plot the fitted GEV distribution against the data\n", + "# Plot the fitted GEV distribution against the data\n", + "fig = fit_result.plot(npy=10) # npy=10, assuming 10 exceedances per year\n", "plt.show(fig) # Show the plot" ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "170b85ba", + "metadata": {}, + "outputs": [], + "source": [] } ], "metadata": { From 1ae279cada9f569622367f70f8dcfbfdb53cdf0d Mon Sep 17 00:00:00 2001 From: Colladito Date: Tue, 25 Nov 2025 11:50:44 +0100 Subject: [PATCH 30/31] [VCF] Add example to how to use ExtremeCorrection by WT --- toolkit/distributions/ExtremeCorrection.ipynb | 328 ++++++++++++++++-- 1 file changed, 308 insertions(+), 20 deletions(-) diff --git a/toolkit/distributions/ExtremeCorrection.ipynb b/toolkit/distributions/ExtremeCorrection.ipynb index 2c90698b..5d333b1f 100644 --- a/toolkit/distributions/ExtremeCorrection.ipynb +++ b/toolkit/distributions/ExtremeCorrection.ipynb @@ -15,7 +15,16 @@ "metadata": {}, "outputs": [], "source": [ - "import xarray as xr" + "import xarray as xr\n", + "import numpy as np" + ] + }, + { + "cell_type": "markdown", + "id": "9b930af0", + "metadata": {}, + "source": [ + "### Import Data" ] }, { @@ -26,7 +35,8 @@ "outputs": [], "source": [ "historical_dataset = xr.open_dataset(\"inputs/Wave_families_santona_daily.nc\")\n", - "sampled_dataset = xr.open_dataset(\"inputs/simulated_waves_100years.nc\").rename({\"bulk_Hs\": \"Hs\", \"bulk_Tp\": \"Tp\", \"bulk_Dir\": \"Dir\"})" + "sampled_dataset = xr.open_dataset(\"inputs/simulated_waves_100years.nc\").rename({\"bulk_Hs\": \"Hs\", \"bulk_Tp\": \"Tp\", \"bulk_Dir\": \"Dir\", \"DWT\": \"bmus\"})\n", + "sampled_dataset[\"bmus\"] = sampled_dataset[\"bmus\"] - 1 # Adjusting DWT index to start from 0" ] }, { @@ -495,17 +505,17 @@ " Hs (time) float32 58kB ...\n", " Tp (time) float32 58kB ...\n", " Dir (time) float32 58kB ...\n", - " bmus (time) int64 117kB ...
      " ], "text/plain": [ " Size: 935kB\n", @@ -992,20 +1002,26 @@ " * time (time) datetime64[ns] 292kB 2000-01-01 2000-01-02 ... 2099-12-31\n", "Dimensions without coordinates: n_sim\n", "Data variables:\n", - " DWT (n_sim, time) int64 29MB ...\n", + " bmus (n_sim, time) int64 29MB 14 25 25 31 31 31 25 ... 21 23 23 23 23 17\n", " Hs (n_sim, time) float64 29MB ...\n", " Tp (n_sim, time) float64 29MB ...\n", - " Dir (n_sim, time) float64 29MB ...
    " ], "text/plain": [ " Size: 117MB\n", @@ -1014,7 +1030,7 @@ " * time (time) datetime64[ns] 292kB 2000-01-01 2000-01-02 ... 2099-12-31\n", "Dimensions without coordinates: n_sim\n", "Data variables:\n", - " DWT (n_sim, time) int64 29MB ...\n", + " bmus (n_sim, time) int64 29MB 14 25 25 31 31 31 25 ... 21 23 23 23 23 17\n", " Hs (n_sim, time) float64 29MB ...\n", " Tp (n_sim, time) float64 29MB ...\n", " Dir (n_sim, time) float64 29MB ..." @@ -1029,6 +1045,14 @@ "sampled_dataset" ] }, + { + "cell_type": "markdown", + "id": "24630df7", + "metadata": {}, + "source": [ + "### Apply correction in complete series" + ] + }, { "cell_type": "code", "execution_count": 5, @@ -1104,7 +1128,7 @@ "outputs": [ { "data": { - "image/png": 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", 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", 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", + "image/png": 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", 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    " ] @@ -1585,14 +1609,20 @@ " * time (time) datetime64[ns] 292kB 2000-01-01 2000-01-02 ... 2099-12-31\n", "Dimensions without coordinates: n_sim\n", "Data variables:\n", - " DWT (n_sim, time) int64 29MB ...\n", + " bmus (n_sim, time) int64 29MB 14 25 25 31 31 31 25 ... 21 23 23 23 23 17\n", " Hs (n_sim, time) float64 29MB ...\n", " Tp (n_sim, time) float64 29MB ...\n", " Dir (n_sim, time) float64 29MB ...\n", - " Hs_corr (n_sim, time) float64 29MB 1.618 1.302 1.599 ... 2.251 2.177 0.9566
    • " ], "text/plain": [ " Size: 146MB\n", @@ -1620,7 +1650,7 @@ " * time (time) datetime64[ns] 292kB 2000-01-01 2000-01-02 ... 2099-12-31\n", "Dimensions without coordinates: n_sim\n", "Data variables:\n", - " DWT (n_sim, time) int64 29MB ...\n", + " bmus (n_sim, time) int64 29MB 14 25 25 31 31 31 25 ... 21 23 23 23 23 17\n", " Hs (n_sim, time) float64 29MB ...\n", " Tp (n_sim, time) float64 29MB ...\n", " Dir (n_sim, time) float64 29MB ...\n", @@ -1659,7 +1689,7 @@ "outputs": [ { "data": { - "image/png": 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", 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", 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", + "image/png": 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", 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    " ] @@ -1681,6 +1711,264 @@ "source": [ "figs, axes = extr_corr.plot()" ] + }, + { + "cell_type": "markdown", + "id": "e7231145", + "metadata": {}, + "source": [ + "### Apply correction by Weather Types" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "106f19a9", + "metadata": {}, + "outputs": [], + "source": [ + "config = {\n", + " \"var\": \"Hs\",\n", + " \"bmus\": [False, \"\"],\n", + " \"join_sims\": True,\n", + " \"folder\": None,\n", + "}\n", + "\n", + "pot_config = {\n", + " \"init_threshold\": 0.01,\n", + " \"n0\": 10,\n", + " \"min_peak_distance\": 2,\n", + " \"sig_level\": 0.05,\n", + " \"plot\": False,\n", + "}" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "857c28be", + "metadata": {}, + "outputs": [], + "source": [ + "extr_corr = ExtremeCorrection(\n", + " corr_config=config,\n", + " pot_config=pot_config,\n", + " method=\"pot\" # \"pot\" for GPD or \"am\" for GEV\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "a448ea01", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Applying correction for Weather Type: 0\n", + "Applying correction for Weather Type: 1\n", + "Applying correction for Weather Type: 2\n", + "Applying correction for Weather Type: 3\n", + "Applying correction for Weather Type: 4\n", + "Applying correction for Weather Type: 5\n", + "Applying correction for Weather Type: 6\n", + "Applying correction for Weather Type: 7\n", + "Applying correction for Weather Type: 8\n", + "Applying correction for Weather Type: 9\n", + "Applying correction for Weather Type: 10\n", + "Applying correction for Weather Type: 11\n", + "Applying correction for Weather Type: 12\n", + "Applying correction for Weather Type: 13\n", + "Applying correction for Weather Type: 14\n", + "Applying correction for Weather Type: 15\n", + "Applying correction for Weather Type: 16\n", + "Applying correction for Weather Type: 17\n", + "Applying correction for Weather Type: 18\n", + "Applying correction for Weather Type: 19\n", + "Applying correction for Weather Type: 20\n", + "Applying correction for Weather Type: 21\n", + "Applying correction for Weather Type: 22\n", + "Applying correction for Weather Type: 23\n", + "Applying correction for Weather Type: 24\n", + "Applying correction for Weather Type: 25\n", + "Applying correction for Weather Type: 26\n", + "Applying correction for Weather Type: 27\n", + "Applying correction for Weather Type: 28\n", + "Applying correction for Weather Type: 29\n", + "Applying correction for Weather Type: 30\n", + "Applying correction for Weather Type: 31\n", + "Applying correction for Weather Type: 32\n", + "Applying correction for Weather Type: 33\n", + "Applying correction for Weather Type: 34\n", + "Applying correction for Weather Type: 35\n" + ] + } + ], + "source": [ + "final_simulated_data = sampled_dataset.copy()\n", + "final_simulated_data[\"Hs_corr\"] = xr.zeros_like(final_simulated_data[\"Hs\"])\n", + "\n", + "\n", + "for wt in np.unique(historical_dataset.get(\"bmus\").values):\n", + "# for wt in [0]:\n", + "\n", + " print(f\"Applying correction for Weather Type: {wt}\")\n", + " hist_wt = historical_dataset.copy()\n", + " sim_wt = sampled_dataset.copy()\n", + "\n", + " hist_hs_aux = np.zeros_like(historical_dataset[\"Hs\"].values)\n", + " hist_hs_aux[np.where(historical_dataset.get(\"bmus\") == wt)[0]] = historical_dataset.isel(time=np.where(historical_dataset.get(\"bmus\") == wt)[0])[\"Hs\"].values\n", + " hist_wt[\"Hs\"].values = hist_hs_aux\n", + " \n", + " sim_hs_aux = np.zeros_like(sampled_dataset[\"Hs\"])\n", + " for sim in sampled_dataset.n_sim.values:\n", + " sim_hs_aux[sim,np.where(sampled_dataset.get(\"bmus\").isel(n_sim=sim) == wt)[0]] = sampled_dataset.isel(time=np.where(sampled_dataset.get(\"bmus\").isel(n_sim=sim) == wt)[0], n_sim=sim)[\"Hs\"].values\n", + " sim_wt[\"Hs\"].values = sim_hs_aux\n", + "\n", + "\n", + " corr_ouput = extr_corr.fit_transform(\n", + " data_hist=hist_wt,\n", + " data_sim=sim_wt,\n", + " prob=\"unif\",\n", + " plot_diagnostic=False,\n", + " )\n", + " \n", + " final_simulated_data[\"Hs_corr\"].values = final_simulated_data[\"Hs_corr\"].values + corr_ouput[\"Hs_corr\"].values" + ] + }, + { + "cell_type": "markdown", + "id": "3f0ba725", + "metadata": {}, + "source": [ + "### Return Period plot" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "b2225e70", + "metadata": {}, + "outputs": [], + "source": [ + "import matplotlib.pyplot as plt" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "020cf749", + "metadata": {}, + "outputs": [], + "source": [ + "# Annual Maxima\n", + "am_hist = historical_dataset[\"Hs\"].groupby(\"time.year\").max()\n", + "am_corrected = final_simulated_data[\"Hs_corr\"].groupby(\"time.year\").max()\n", + "am_uncorrected = final_simulated_data[\"Hs\"].groupby(\"time.year\").max()\n", + "\n", + "# Historical AM Return Periods\n", + "n_year = extr_corr.am_data.shape[0]\n", + "ecdf_am_probs_hist = np.arange(1, n_year + 1) / (n_year + 1)\n", + "T_annmax = 1 / (1 - ecdf_am_probs_hist)\n", + "\n", + "# Simulated AM Return Periods\n", + "n_year_sim = am_corrected.shape[1]\n", + "ecdf_annmax_probs_sim = np.arange(1, n_year_sim + 1) / (n_year_sim + 1)\n", + "T_annmax_sim = 1 / (1 - ecdf_annmax_probs_sim)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "a9467153", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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RRx+NWx9+//vfY8OGDTjqqKPwl7/8BU8//XTU0Q6gfd7TqlWrMHLkSFx44YUoLi7GNddcA4/HA5PJJB9vzpw5mDt3Lk444QSkpqbiggsu6PLxP/zwQzQ2NkZtU1xcjOLi4riOJhUXF+Mf//gHXnzxRUyaNAmlpaW46667ItosWLAAzc3NOProo+VgMnz48D49rslkkl+jjhQKBd555x1s3LgRRxxxBO644w48+eSTEW1uu+02pKSk4JFHHgHQPq/okUcewXXXXYf9+/f3qW/hnn76aQwbNgwnnngiZs2ahRkzZuDoo4+O2/GJiIgGK4vFgvHjxwMYuC/UKT4EseNkiyHG4XDAbDbDbrd3+sDp8XhQXV2N0aNHQ6fTdbpvKBSCw+GAyWSCQtF9nrRaraiqqkJhYeGQfsMXFBTg9ttvx+233z6gj9ubc0FD31B/P/T0b1My8fv9+PTTTzFz5sxO8/9o4PF8kITvheTh9/vx/vvvIyMjA36/HzqdjgEpgbrLBuFUA9inIc1isfDNTkRERESdGAwGjB8/HjU1NUP+C/WhgiGJiIiIiKif5ebmYuTIkYnuBsWIIYl6hVXLiIiIiGioG3oX8xMREREREfUBQxIREREREVEYhiQiIiIiIqIwDElERERERERhGJKIiIiIiIjCMCQRERERERGFYUiiQWfRokVIS0tLdDcOWrz6LwgCli1b1ufjJItkPK8rVqyAIAhoaWlJdFeIiIhoADEkxUnzkiXYdc65aF6yZEAer7a2FrfccgsKCwuh1WqRn5+PWbNm4euvvx6Qx++tgf4AvHLlSkybNg3p6ekwGAwoKirC3Llz4fP5BqwPyWLt2rVQKpU455xzEt2VPhMEAYIgYN26dRHbvV4vMjIyIAgCVqxYEbfHO/HEE2Gz2WA2m+N2TCIiIkp+DElx0LxkCRpe+ieCTU1oeOmf/R6Udu/ejWOOOQbffPMNnnzySfz888/4/PPPcdppp+Gmm2466ON2FSD8fv9BHzMRtm7dirPOOgvHHnssVq1ahZ9//hkvvPACNBoNgsFgors34BYsWIBbbrkFq1atgtVqTXR3+iw/Px+LFi2K2LZ06VIYjca4P5ZGo0FOTg4EQYj7sYmIiCh5MST1kRSQAEBtsQBAvwelG2+8EYIgoLS0FBdddBHGjRuHww8/HHfeeWfEN+w1NTWYPXs2jEYjTCYTfvOb36Curk7e/9BDD6GkpASvvvoqRo8eDZ1OB6D92/qXXnoJ5513HlJSUvDXv/4VAPDf//4XRx99NHQ6HQoLCzF//nwEAgH5eC0tLbjuuuuQnZ0NnU6HI444Ah9//DFWrFiBq666Cna7XR4JeOihhwC0jwDcddddyMvLQ0pKCo477rhOIwGLFi1CQUEBLBYLLrzwQjQ2Nnb7+nz55ZfIycnBE088gSOOOAJjxozBWWedhVdeeQV6vR4A0NjYiEsvvRR5eXkwGAw48sgj8fbbb0cc59RTT8Utt9yC22+/HcOGDUN2djZeeeUVtLW14aqrrkJqairGjh2Lzz77TL6PdHnWJ598gokTJ0Kn0+H444/H5s2bu+1zT6/tjh07cPLJJ0On02HChAlYvnx5t8eTOJ1OvPvuu7jhhhtwzjnndAoXUn+//vprHHvssTAYDDjxxBOxbds2uY30PnnjjTdQUFAAs9mM//u//0Nra6vcpqCgAM8++2zEsUtKSuTzDABPP/00jjzySKSkpCA/Px833ngjnE5nTM8j3Ny5c/Huu+/C7XbL21577TXMnTu3U9t77rkH48aNg8FgQGFhIe6//3459IuiiOnTp2PGjBkQRREA0NTUhBEjRuCBBx6IeH2ky+2kEdGPP/4Yhx12GAwGA37961/D5XJh8eLFKCgowLBhw3DrrbdGBPI33ngDxx57LFJTU5GTk4PLLrsMBw4c6PVzJyIiooHBkNQH4QFJNWxYxM/+CkpNTU34/PPPcdNNNyElJaXTfumStlAohNmzZ6OpqQkrV67E8uXLUVVVhUsuuSSi/c6dO/Gf//wHH3zwAcrKyuTtDz30EC644AL8/PPPuPrqq/Hdd9/hyiuvxG233YatW7fi5ZdfxqJFi+QAFQqFcPbZZ2PNmjX497//ja1bt+Kxxx6DUqnEiSeeiGeffRYmkwk2mw02mw133XUXAODmm2/G2rVr8c4776C8vBwXX3wxzjrrLOzYsQMA8MMPP+Caa67BTTfdhFWrVuG0007DX/7yl25fo5ycHNhsNqxatarLNh6PB8cccww++eQTbN68Gb/73e8wZ84clJaWRrRbvHgxMjMzUVpailtuuQU33HADLr74Ypx44onYtGkTzjzzTMyZMwculyvifn/4wx/w1FNPYf369cjKysKsWbO6HJGL5bW98MILodFo8MMPP+Cf//wn7rnnnm5fA8l7772H8ePH47DDDsMVV1yB1157TQ4E4f70pz/hqaeewoYNG6BSqXD11VdH7N+1axeWLVuGjz/+GB9//DFWrlyJxx57LKY+SBQKBZ5//nls2bIFixcvxjfffIO77767V8cAgGOOOQYFBQX48MMPAbR/GbBq1SrMmTOnU9vU1FQsWrQIW7duxXPPPYdXXnkFzzzzDID2LwMWL16M9evX4/nnnwcAXH/99cjLy5NDUjQulwvPP/883nnnHXz++edYsWIFLrjgAnz66af49NNP8cYbb+Dll1/G+++/L9/H7/fj4Ycfxk8//YRly5Zh9+7dmDdvXq+fOxEREQ0QcYiz2+0iANFut3fa53a7xa1bt4putzvqfYPBoNjc3CwGg8FO+5ree0/cfto0cftp08SqCy/q9Efa1/Tee3F9Pj/88IMIQPzggw+6bffll1+KSqVSrKmpkbdt2bJFBCCWlpaKoiiKDz74oKhWq8UDBw5E3BeAePvtt0dsO/3008VHHnkkYtsbb7wh5ubmiqIoil988YWoUCjEbdu2Re3PwoULRbPZHLFtz549olKpFPfv39/pse69915RFEXx0ksvFWfOnBlxLi655JJOxwoXCATEefPmiQDEnJwc8fzzzxdfeOGFqO+BcOecc474+9//Xr59yimniCeddFLEcVNSUsQ5c+bI22w2mwhAXLt2rSiKovjtt9+KAMR33nlHbtPY2Cjq9Xrx3XffjfpaxPLaqlSqiNfps88+EwGIS5cu7fY5nXjiieKzzz4riqIo+v1+MTMzU/z222/l/VJ/v/rqK3nbJ598IgKQfy8efPBB0WAwiA6HQ27zhz/8QTzuuOPk26NGjRKfeeaZiMeeNGmS+OCDD3bZtyVLlogZGRny7WjvkY6k5/zMM8+Iv/rVr8RgMCjOnz9fvOCCC8Tm5mYRQMTz6+jJJ58UjznmmIht7733nqjT6cQ//vGPYkpKirh9+3Z5n/T6NDc3y30EIO7cuVNuc91114kGg0FsbW2Vt82YMUO87rrruuzH+vXrRQAR9wnX079NycTn84nLli0TfT5fortCIs8H/Q/fC8mD5yK5dJcNwnEk6SA1LVoM0e2WR446Ug0bBtHtRtOixXF9XDHKKEA0FRUVyM/PR35+vrxtwoQJSEtLQ0VFhbxt1KhRyMrK6nT/Y489NuL2Tz/9hD//+c8wGo3yn2uvvRY2mw0ulwtlZWUYMWIExo0bF/Nz+fnnnxEMBjFu3LiI465cuRK7du2Sn8dxxx0Xcb8TTjih2+MqlUosXLgQ+/btwxNPPIG8vDw88sgjOPzww2Gz2QAAwWAQDz/8MI488kikp6fDaDTiiy++QE1NTcSxJk6cGHHcjIwMHHnkkfK27OxsAOh06VR4H9PT03HYYYdFvO7henptpXNp+eVyzlheAwDYtm0bSktLcemllwIAVCoVLrnkEixYsKBT2/DnmZub2+k5FRQUIDU1NaJNby8X++qrr3D66acjLy8PqampmDNnDhobGzuNwsXi8ssvx/r161FVVYVFixZ1GvmSvPvuu5g6dSpycnJgNBpx3333dTrHF198MS644AI89thj+Nvf/oaioqJuH9tgMGDMmDHy7ezsbBQUFETMicrOzo54fTZu3IhZs2Zh5MiRSE1NxSmnnAIAnfpCREREyUGV6A4MVunz5qLhpX8i0NwcNSgFmpsh6PVIn9d5nkRfFBUVQRAEVFZWxuV40S7Zi7bd6XRi/vz5uPDCCzu11el08lyf3nA6nVAqldi4cSOUSmXEvnhMws/Ly8OcOXMwZ84cPPzwwxg3bhz++c9/Yv78+XjyySfx3HPP4dlnn5Xnydx+++2dileo1eqI24IgRGyTJvSHQqGD7mdPr+3BWrBgAQKBQES4EkURWq0Wf//73yMqtvX0nKK9DuH7FQpFpwAffnnh7t27ce655+KGG27AX//6V6Snp2P16tW45ppr4PP5YDAYevXcMjIyMGPGDFx77bXweDw4++yzI+ZIAe1V/S6//HLMnz8fM2bMgNlsxjvvvIOnnnoqop3L5ZLfg9Jlnt3p6T0hbZNen7a2NsyYMQMzZszAm2++iaysLNTU1GDGjBmHZLVFIiKiwYAh6SANu/hiAIgalALNzQCAzBuul9vFS3p6OmbMmIEXX3wRt956a6cw09LSgrS0NBQXF2Pv3r3Yu3evPJq0detWtLS0YMKECb1+3KOPPhrbtm3D2LFjo+6fOHEi9u3bh+3bt0cdTYpWWe6oo45CMBjEgQMH8Ktf/SrqcYuLi/HDDz9EbOtY/jkWw4YNQ25uLtra2gAAa9aswezZs3HFFVcAaA8E27dvP6jXJpp169Zh5MiRAIDm5mZs374dxcXFUdv29NpK59Jms8mjPD29BoFAAK+//jqeeuopnHnmmRH7zj//fLz99tu4/vrre/u0upSVlSWP0gGAw+FAdXW1fHvjxo0IhUJ46qmnoFC0D2C/9957fXrMyy+/HL/5zW9wzz33dArZAPD9999j1KhR+NOf/iRv27NnT6d2v//976FQKPDZZ59h5syZOOecczBt2rQ+9S1cZWUlGhsb8dhjj8m/ixs2bIjb8YmIiCj+GJL6IFpQ6s+AJHnxxRcxdepUTJkyBX/+858xceJEBAIBLF++HC+99BIqKiowffp0HHnkkbj88svx7LPPIhAI4MYbb8Qpp5zS6VK6WDzwwAM499xzMXLkSPz617+GQqHATz/9hM2bN+Mvf/kLTjnlFJx88sm46KKL8PTTT2Ps2LGorKyEIAg466yzUFBQAKfTia+//hqTJk2CwWDAuHHjcPnll+PKK6/EU089haOOOgr19fX4+uuvMXHiRJxzzjm49dZbMXXqVDz11FOYNm0avv/+e3z++efd9vXll19GWVkZLrjgAowZMwYejwevv/46tmzZghdeeAFA+4jc+++/j++//x7Dhg3D008/jbq6uriFpD//+c/IyMhAdnY2/vSnPyEzMxPnn3/+Qb2206dPx7hx4zB37lw8+eSTcDgcER/8o/n444/R3NyMa665ptMaPxdddBEWLFgQ15A0bdo0LFq0CLNmzUJaWhoeeOCBiOAyduxY+P1+vPDCC5g1axbWrFmDf/7zn316zOnTp6Ourq7L9beKiopQU1ODd955B5MnT8Ynn3yCpUuXRrT55JNP8Nprr2Ht2rU4+uij8Yc//AFz585FeXk5hnVxKW1vjRw5EhqNBi+88AKuv/56bN68GQ8//HBcjk1ERET9g3OS+mjYxRcj84b2D5v+X9ag6c+ABACFhYXYtGkTTjvtNPz+97/HEUccgTPOOANff/01XnrpJQDtl/v897//xbBhw3DyySdj+vTpKCwsxLvvvntQjzljxgx8/PHH+PLLLzF58mQcf/zxeOaZZzBq1Ci5zX/+8x9MnjwZl156KSZMmIC7775bHj068cQTcf311+OSSy5BVlYWnnjiCQDAwoULceWVV+L3v/89DjvsMJx//vlYv369PApz/PHH45VXXsHzzz+PX/3qV/jyyy9x3333ddvXKVOmwOl04vrrr8fhhx+OU045BevWrcOyZcvkuSD33Xcfjj76aMyYMQOnnnoqcnJyugwxB+Oxxx7DbbfdhmOOOQa1tbX46KOPoNFoorbt6bVVKBRYunQp3G43pkyZgt/+9rdy5buuLFiwANOnT4+6COpFF12EDRs2oLy8vO9P9Bf33nsvTjnlFJx77rk455xzcP7550fM25k0aRKefvppPP744zjiiCPw5ptv4tFHH+3TYwqCgMzMzC5f1/POOw933HEHbr75ZpSUlOD777/H/fffL++vr6/HNddcg4ceeghHH300AGD+/PnIzs6O+yjbokWLsGTJEkyYMEGe+0RERETJSxBjrQQwSDkcDpjNZtjtdphMpoh9Ho8H1dXVEWsEhQuFQnA4HDCZTPIlQl1pXrIETYsWI33e3H4NSIeq3pyLRFqxYgVOO+00NDc3dznCQX03WN4PB6unf5uSid/vx6effoqZM2d2mptFA4/ngyR8LyQPnovk0l02CMfL7eJk2MUXMxwREREREQ0BQ+8rWCIiIiIioj7gSBJRHJ166qkxr2VFRERERMmJI0lERERERERhGJKIiIiIiIjCMCQRERERERGFYUgiIiIiIiIKw5BEREREREQUhiGJiIiIiIgoDEPSELZo0SKkpaUl5LHnzZuH888/P27Hmz9/Pn71q1/F7XjJoKCgAM8++2yiuxHh1FNPxe23357obhARERElFEPSINRVAFmxYgUEQUBLSwsA4JJLLsH27dtjOma8A9Vzzz2HRYsWxe14vTFjxgwolUqsX78+IY8fLw899BAEQcBZZ53Vad+TTz4JQRBw6qmnxvUxP/jgAzz88MNxPSYRERHRYMPFZONgf4sbX22tQ53Dg2yTDtMnZCMvTZ/obkGv10OvH9h+BINBCIIAs9k8oI8rqampwffff4+bb74Zr732GiZPnpyQfsRLbm4uvv32W+zbtw8jRoyQt7/22msYOXJk3B8vPT097sckIiIiGmw4ktRHy7fW4coFP+Dv3+zAkg178fdvduDKBT/gq611ie5ap9Ghn376CaeddhpSU1NhMplwzDHHYMOGDVixYgWuuuoq2O12CIIAQRDw0EMPAQCam5tx5ZVXYtiwYTAYDDj77LOxY8eOTo/x4YcfYsKECdBqtaipqek02hUKhfDEE09g7Nix0Gq1GDlyJP7617/K+++55x6MGzcOBoMBhYWFuP/+++H3+3v9nBcuXIhzzz0XN9xwA95++2243e6I/aeeeipuvfVW3H333UhPT0dOTo78XCWCIODVV1/FBRdcAIPBgKKiInz44Yddvq4AsGzZMgiCIN/etWsXZs+ejezsbBiNRkyePBlfffVVr5/P8OHDceaZZ2Lx4sXytu+//x4NDQ0455xzItquX78eZ5xxBjIzM2E2m3HKKadg06ZN8v4VK1ZAo9Hgu+++k7c98cQTGD58OOrq6uTXJ/xyu4KCAvzlL3/BlVdeCaPRiFGjRuHDDz9EfX09Zs+eDaPRiIkTJ2LDhg3yfRobG3HppZciLy8PBoMBRx55JN5+++1eP3ciIiKiRGFI6oP9LW489lkFnN4Ahpt0yDHrMdykg9MbwKOfVcDa4u75IAPo8ssvx4gRI7B+/Xps3LgRf/zjH6FWq3HiiSfi2Wefhclkgs1mg81mw1133QWg/dK+DRs24MMPP8TatWshiiJmzpwZEWBcLhcef/xxvPrqq9iyZQuGDx/e6bHvvfdePPbYY7j//vuxdetWvPXWW8jOzpb3p6amYtGiRdi6dSuee+45vPLKK3jmmWd69fxEUcTChQtxxRVXYPz48Rg7dizef//9Tu0WL16MlJQU/PDDD3jiiSfw5z//GcuXL49oM3/+fPzmN79BeXk5Zs6cicsvvxxNTU0x98XpdGLmzJn4+uuv8eOPP+Kss87CrFmzUFNT06vnBABXX311xKWLr732Gi6//HJoNJqIdq2trZg7dy5Wr16NdevWoaioCDNnzkRrayuA/wWgOXPmwG6348cff8T999+PV199NeJcdPTMM89g6tSp+PHHH3HOOedgzpw5uPLKK3HFFVdg06ZNGDNmDK688kqIoggA8Hg8OOaYY/DJJ59g8+bN+N3vfoc5c+agtLS018+diIiIKBESGpJeeuklTJw4ESaTCSaTCSeccAI+++wzeb/H48FNN92EjIwMGI1GXHTRRfI33sngq611cLj9yDRqofhlFEEhCMg0auFw+7G8H0eTPv74YxiNxog/Z599drf3qampwfTp0zF+/HgUFRXh4osvxqRJk6DRaGA2myEIAnJycpCTkwOj0YgdO3bgww8/xKuvvopf/epXmDRpEt58803s378fy5Ytk4/r9/vxj3/8AyeeeCIOO+wwGAyGiMdtbW3Fc889hyeeeAJz587FmDFjcNJJJ+G3v/2t3Oa+++7DiSeeiIKCAsyaNQt33XUX3nvvvV69Jl999RVcLhdmzJgBALjiiiuwYMGCTu0mTpyIBx98EEVFRbjyyitx7LHH4uuvv45oM2/ePFx66aUYO3YsHnnkETidzl59yJ80aRKuu+46HHHEESgqKsLDDz+MMWPGRIxIxercc8+Fw+HAqlWr0NbWhvfeew9XX311p3bTpk2TA2JxcTH+9a9/weVyYeXKlXKbv/zlLxg2bBh+97vf4YorrsDcuXNx3nnndfv4M2fOxHXXXYeioiI88MADcDgcmDx5Mi6++GKMGzcO99xzDyoqKuTfzby8PNx1110oKSlBYWEhbrnlFpx11lm9Pp9EREREiZLQkDRixAg89thj2LhxIzZs2IBp06Zh9uzZ2LJlCwDgjjvuwEcffYQlS5Zg5cqVsFqtuPDCCxPZ5Qh1Dg8AyAFJIt2W9veH0047DWVlZRF/Xn311W7vc+edd+K3v/0tpk+fjsceewy7du3qtn1FRQVUKhWOO+44eVtGRgYOO+wwVFRUyNs0Gg0mTpzY7XG8Xi9OP/30Ltu8++67mDp1qhzQ7rvvvl6Purz22mu45JJLoFK1T7W79NJLsWbNmk7Ps2Nfc3NzceDAgS7bpKSkwGQydWrTHafTibvuugvFxcVIS0uD0WhERUXFQY0kqdVqXHHFFVi4cCGWLFmCcePGRX296+rqcO2116KoqAhmsxkmkwlOpzPiMTUaDd5880385z//gcfjiWm0LvyxpBGnI488stM26fUJBoN4+OGHceSRRyI9PR1GoxFffPHFQT13IiIiokRIaEiaNWsWZs6ciaKiIowbNw5//etfYTQasW7dOtjtdixYsABPP/00pk2bhmOOOQYLFy7E999/j3Xr1iWy27Jskw4AEPrlMiOJdFva3x9SUlIwduzYiD95eXnd3uehhx7Cli1bcM455+Cbb77BhAkTsHTp0j73Ra/XR8zHiba/O2vXrsXll1+OmTNn4uOPP8aPP/6IP/3pT/D5fDH3oampCUuXLsU//vEPqFQqqFQq5OXlIRAI4LXXXotoq1arI24LgoBQKBRzG4VCIV9aJuk4f+quu+7C0qVL8cgjj+C7775DWVkZjjzyyF49p3BXX301lixZghdffDHqKBIAzJ07F2VlZXjuuefw/fffo6ysDBkZGZ0e8/vvvwfQ/prFcglh+Gshnedo26TX58knn8Rzzz2He+65B99++y3KysowY8aMg37uRERERAMtaarbBYNBLFmyBG1tbTjhhBOwceNG+P1+TJ8+XW4zfvx4jBw5EmvXrsXxxx8f9Therxder1e+7XA4ALR/iO34Qdbv90MURYRCoU4fkgHIH4SlNh1NG5+FxWt3o6HVi4xUDRSCgJAoorHVB5NejdPHZ0W9X1+Johi1T9Jt6fmE35aMHTsWt912G2677TZcdtlleO211zB79myoVCoEg8GItocddhgCgQDWrl2LE088EUD7pPxt27Zh/PjxXT5Gxz6OGTMGer0ey5cvj7jETrJmzRqMGjUK9957r7xt9+7dEcft6Vz8+9//xogRI/DBBx9EbF++fDmefvppPPTQQ1AqlVGPEe31jPaekLZlZGSgtbUVra2tSElJAQD8+OOPEf1ds2YN5s6di9mzZwNoH1navXt31Mfu6j0iPedQKITi4mIcfvjhKC8vx//93/8hFApF7Jce8+9//7tcMnzv3r1oaGiIeIxdu3bhjjvuwMsvv4z33nsPc+fOxZdffgmFQhHxuD31Mdq5l7atXr0a5513Hi677DJ5+/bt21FcXBy334ee3g+DnXR+/X6//L5NVtK/qwdTaIXij+eDJHwvJA+ei+QS63lIeEj6+eefccIJJ8Dj8cBoNGLp0qWYMGECysrKoNFoOlURy87ORm1tbZfHe/TRRzF//vxO27/88stOc2VUKhVycnLgdDq7/ZZbmvjeUaoCuO3kkXjm292os//v0rpUrQq3njwSRoUfDkf8fyH8fj8CgYAcACUul0vur0KhgMfjgSiKcDgccLvdeOCBBzB79myMHDkSVqsVpaWlmDVrFhwOB7KysuB0OvHRRx/hiCOOgF6vR3Z2NmbOnIlrr70WTz/9NIxGI+bPn4/c3FycdtppcDgcEY/RXR9vu+023HPPPQiFQjjuuOPQ0NCAyspKzJkzBxaLBTU1NVi4cCGOPvpofPnll1i6dGnEcaXz09W5eOWVV3Duued2Kov961//Gv/v//0/fPDBB5gxYwYCgQB8Pl9EfwOBAPx+f8Q2t9sdcVsURXg8HjgcDkyYMAEGgwF/+MMfcN1112HDhg1yYQXpPgUFBXj//fdx2mmnAQAeeeQRhEKhiMcOhULyMaPxer0IBoPy/g8++ACBQAAKhQIOhwM+ny/iNS4sLMTixYsxfvx4tLa24oEHHoBer5cfIxgM4vLLL8e0adNw0UUXYerUqZg6dSoeeeQR3HrrrfJrEUsfw18fp9MJAGhra4PD4cCoUaPw3//+F8uXL0daWhr+8Y9/oLa2FkVFRV0+14PV1fthsPP5fHC73Vi1ahUCgUCiuxOTjsVPKLF4PkjC90Ly4LlIDtLn5Z4kPCQddthhKCsrg91ux/vvv4+5c+dGTDTvrXvvvRd33nmnfNvhcCA/Px9nnnkmTCZTRFuPx4O9e/fCaDRCp+t8aZwoimhtbUVqamqXl5PNOsaEY8Zk46uKA/9bJ6l4OCz9uE6SWq2GSqXq9HykECiV+NbpdBAEQf57a2srbrzxRtTV1SEzMxMXXHABHn30Ueh0Opxxxhm47rrrcM0116CxsREPPPAAHnzwQbz++uu4/fbbcemll8Ln8+FXv/oVPv30U2RkZABAxGN018eHH34YKSkpeOyxx2C1WpGbm4vrrrsOJpMJ//d//4cff/wR99xzD7xeL2bOnIn7778f8+fPl+8vVXKLdi42btyIzZs349VXX+3UD5PJhGnTpuGdd97BxRdfDJVKBY1GE9FOpVJBrVZHbNPr9RG3BUGATqeTi4y8/vrruOeee/D6669j2rRpePDBB3H99dfL93nuuefw29/+FjNmzEBmZibuvvtuuN3uiMdWKBTyMaPRarVQKpXy/o7tNBpNxGv82muv4frrr8epp56K/Px8/OUvf8Hdd98tP8bDDz+Mffv24ZNPPpGfx8svv4zLL78cs2bNwqRJkzq9Pl31Mfz1MRqNAP43d2v+/PnYt28ffv3rX8NgMODaa6/F+eefD7vd3uVz7a1YfjcHM4/HA71ej5NPPjnqv03JxO/3Y/ny5TjjjDM6XaZKA4/ngyR8LyQPnovkEusXtoLYcXJFgk2fPh1jxozBJZdcgtNPPx3Nzc0Ro0mjRo3C7bffjjvuuCOm4zkcDpjN5qgf0DweD6qrqzF69OioH0RCoRAcDgdMJlPE5Ug08HguKNxQfz/09G9TMvH7/fj0008xc+ZM/uefBHg+SML3QvLguUgu3WWDcEn36SIUCsHr9eKYY46BWq2OKM28bds21NTU4IQTTkhgD4mIiIiIaChL6OV29957L84++2yMHDkSra2teOutt7BixQp88cUXMJvNuOaaa3DnnXciPT0dJpMJt9xyC0444YQuizYQERERERH1VUJD0oEDB3DllVfCZrPBbDZj4sSJ+OKLL3DGGWcAAJ555hkoFApcdNFF8Hq9mDFjBv7xj38ksstERERERDTEJTQkLViwoNv9Op0OL774Il588cUB6hERERERER3qkm5OEhERERERUSIxJOF/C1MSESUD/ptERESUWId0SJLKMMa6qBQR0UCQFk9WKpUJ7gkREdGhKeGLySaSUqlEWloaDhw4AKB9MdbwhSlDoRB8Ph88Hs+QXItlMOG5oHBD+f0QCoVQX18Pg8EAleqQ/ieaiIgoYQ75/4FzcnIAQA5K4URRhNvthl6vjwhPNPB4LijcUH8/KBQKjBw5ckg+NyIiosHgkA9JgiAgNzcXw4cPh9/vj9jn9/uxatUqnHzyyVwhOcF4LijcUH8/aDSaITdCRkRENJgc8iFJolQqO13/r1QqEQgEoNPphuQHscGE54LC8f1ARERE/YlfVRIREREREYVhSCIiIiIiIgrDkERERERERBSGIYmIiIiIiCgMQxIREREREVEYhiQiIiIiIqIwDElERERERERhGJKIiIiIiIjCMCQRERERERGFYUgiIiIiIiIKw5BEREREREQUhiGJiIiIiIgoDEMSERERERFRGIYkIiIiIiKiMAxJREREREREYRiSiIiIiIiIwjAkERERERERhWFIIiIiIiIiCsOQRERERETUz2w2G1avXg2r1ZrorlAMVInuABERERHRUOZyuVBZWQm/34+KigoAgMViSXCvqDscSSIiIiIi6ic2mw0tLS0AgOzsbABARUUFR5SSHEMSEREREVE/sFqtqKysBACYzeaInwxKyY0hiYiIiIgozqxWq3xpnUajidjHoJT8GJKIiIiIiOKsqqoKHo9HDkQdmc1meDweVFVVDXDPKBYMSUREREREcVZYWAidTge73R51v91uh06nQ2Fh4QD3jGLBkEREREREFGcWiwXFxcUAAJ/PF7FPCk7FxcWscpekGJKIiIiIiPqBxWLB+PHjAfwvGDEgDQ4MSURERERE/SQ3NxdpaWkAgLq6OgAMSIMBQxIRERERUT8yGAwYP348zGYzA9IgoUp0B4iIiIiIhrrc3FyMHDky0d2gGHEkiYiIiIiIKAxDEhERERERURiGJCIiIiIiojAMSURERERERGEYkoiIiIiIiMIwJBEREREREYVhSCIiIiIiIgrDkERERERERBSGIYmIiIiIiCgMQxIREREREVEYhiQiIiIiIqIwDElERERERERhGJKIiIiIiIjCMCQRERERERGFYUgiIiIiIiIKw5BEREREREQUhiGJiIiIiIgoDEMSERERERFRmISGpEcffRSTJ09Gamoqhg8fjvPPPx/btm2LaHPqqadCEISIP9dff32CekxERERERENdQkPSypUrcdNNN2HdunVYvnw5/H4/zjzzTLS1tUW0u/baa2Gz2eQ/TzzxRIJ6TEREREREQ50qkQ/++eefR9xetGgRhg8fjo0bN+Lkk0+WtxsMBuTk5Ax094iIiIiI4sJms6GmpgaFhYWwWCyJ7g71IKEhqSO73Q4ASE9Pj9j+5ptv4t///jdycnIwa9Ys3H///TAYDFGP4fV64fV65dsOhwMA4Pf74ff7e9UfqX1v70fxx3NB4fh+SB48F8mF54MkfC8kD7/fD5fLha1bt8Lv92Pz5s0IBALIzc1NdNcOSbH+TgiiKIr93JeYhEIhnHfeeWhpacHq1avl7f/6178watQoWCwWlJeX45577sGUKVPwwQcfRD3OQw89hPnz53fa/tZbb3UZrIiIiIiI+oPL5UJLSwsAQKPRwOfzAQDS0tL42TQBXC4XLrvsMtjtdphMpi7bJU1IuuGGG/DZZ59h9erVGDFiRJftvvnmG5x++unYuXMnxowZ02l/tJGk/Px8NDQ0dPtCROP3+7F8+XKcccYZUKvVvbovxRfPBYXj+yF58FwkF54PkvC9kBxsNhu2bt2K6upqTJo0CUqlEsD/rp4aP348R5QGmMPhQGZmZo8hKSkut7v55pvx8ccfY9WqVd0GJAA47rjjAKDLkKTVaqHVajttV6vVB/2PRF/uS/HFc0Hh+H5IHjwXyYXngyR8LySO1WrFjh07oFAooNFooFQq5ZCUnp4Ou92OHTt2QKVScY7SAIr19yGh1e1EUcTNN9+MpUuX4ptvvsHo0aN7vE9ZWRkAMHUTERERUdKqqqqCx+OB2WyOut9sNsPj8aCqqmqAe0axSOhI0k033YS33noL//3vf5Gamora2loA7W8avV6PXbt24a233sLMmTORkZGB8vJy3HHHHTj55JMxceLERHadiIiIiKhLhYWFqKiokC+t68hut0On06GwsHCAe0axSGhIeumllwC0LxgbbuHChZg3bx40Gg2++uorPPvss2hra0N+fj4uuugi3HfffQnoLRERERFRbKRL6DZv3iwXa5BIwam4uJiX2iWphIaknmpG5OfnY+XKlQPUGyIiIiKi+LFYLAgEAti1axfsdrs8FwlgQEp2CZ2TREREREQ0lOXm5iItLQ0AUFdXB4ABaTBgSCIiIiIi6kcGgwGZmZlobm5GVlYWA9IgwJBERERERNSPXC4XGhoaMGzYMNTX18NqtSa6S9QDhiQiIiIion5is9nQ0tICAMjOzgYAVFRUMCglOYYkIiIiIqJ+YLVaUVlZCQDyeknSTwal5MaQREREREQUZ1arFRUVFQAAjUYDu92OnTt3wm63MygNAgxJRERERERxVlVVBY/HA7PZDJ/Ph9raWrjdbthsNjkoeTweVFVVJbqrFAVDEhERERFRnBUWFkKn02H//v1wuVwAAJPJBKB9ntL+/fuh0+lQWFiYyG5SFxiSiIiIiIjizGKxICsrC42NjQgGg9Dr9QAAvV4Pj8eD+vp6lgNPYgxJRERERERxZrVaUV9fj4yMDCiVSrjdbgCA2+2GTqdDVlYWy4EnMYYkIiIiIqI4k+Yk5eXlwWAwAAAcDgcAIDc3F3l5eZyTlMQYkoiIiIiI4kyak2S326HRaJCTkwO9Xo/c3FyYzWbY7XbOSUpiDElERERERHFmsVhQXFwMAPD5fBH77HY7AKC4uJhzkpIUQxIRERERUT+wWCwYP348/H4/9uzZA7fbjerqajidTgakJMeQREREREQ0gERRTHQXqAeqRHeAiIiIiGgoslqtqKyshFqtxqhRo9DU1ISsrCwAQEVFBQBwNClJMSQREREREcWZ1WqVg5BGo4HZbEZ6erq83263MyglMV5uR0REREQUZ1IJcLPZHHW/2WxmCfAkxpBERERERBRn4SXAgfaRo507d0bcZgnw5MXL7YiIiIiI4ky6hG7z5s1oa2tDbW0tgsEgbDYbnE4njEYjK9wlMY4kERERERH1A4vFgszMTHg8Hni9XphMJng8HtTX1yMrK4sBKYkxJBERERER9QOr1YqGhgbodDpotVo4HA7odDpkZWWhvr4eVqs10V2kLjAkERERERHFWXh1u5SUFOTk5ECv1yM3Nxd5eXkA2suAMyglJ4YkIiIioiHKZrNh9erV/CCeAB2r25nNZowdOzbiNqvbJS+GJCIiIqIhyOVyobKyUl6Ph0FpYHWsbtcRq9slN4YkIiIioiHGZrOhpaUFAJCdnQ2Al3YNNIvFguLiYgCAz+eL2CcFJ1a3S14MSURERERDiNVqRWVlJQBEXNoFMCgNNIvFgvHjxwNAxPpIAANSsmNIIiIiIhoiwosFaDSaiH0MSomRm5uLtLQ0AEBdXR0ABqTBgCGJiIiIaIjoWCygIxYLSAyDwYDx48fDbDYzIA0SqkR3gIiIiIjio7CwEBUVFSwWkIRyc3MxcuTIRHeDYsSRJCIiIqIhgsUCiOKDIYmIiIhoCGGxAKK+Y0giIiIiGmJYLCD5cGHfwYVzkoiIiIiGIKlYQE1NDQoLCxmQEkha2Nfv98vVB3k+khtDEhEREdEQxWIBiSct7JuRkYHs7GzY7XYGpUGAl9sREREREfUDLuw7eDEkERERERHFGRf2HdwYkoiIiIiI4owL+w5uDElERERERHFWWFgInU7HhX0HKYYkIiIiIqI448K+gxur2xERERER9QOLxYJAIIBdu3Zh//798Pl80Ov1MBqNDEhJjiGJiIiIaIiy2WxcJynBcnNzodPp0NjYCJ/PB61Wi9GjR/N8JDlebkdEREQ0BLlcLmzYsAGVlZVYv349q6gliM1mg8fjQUZGBjIyMpCVlYX6+nqejyTHkEREREQ0xNhsNtTX16OxsRFKpRL19fUMSgkQvk6S0WiM+Mny38mNIYmIiIhoCLFardiwYQM8Hg+0Wi1MJhN0Oh2D0gALXycJAPbs2YPa2lrs3r1b3saglLwYkoiIiIiGCKvVivXr18sjSHq9HgCg1+sZlAaYtE4SALS2tiJtwwZMffc9mEpL5aDEdZKSF0MSERER0RBRVlaG2tpaaLVaqFSR9bmkoFRbW4uysrLEdPAQUlhYCL/fjx07diCvogJjNm6C2u3GmI2bYCotxfbt2+H3+7lOUpJiSCIiIiIi6gdutxuZP5bhsPJyiADcxhSIAAo3bkT6pk1wu92J7iJ1gSXAiYiIiIaIkpIS+Hw+1NfXIxAIROxzu93weDzIzs5GSUlJYjp4CCkrK4NhzffI/6kMQQjwa7UQBAE+rRYajwdFZT9hr1aHMrOZ5cCTEEeSiIiIiIYIi8WCKVOmICMjA8FgUB6pkAJSZmYmpkyZwg/lA8C4bh3y162DKAJ+nRYQBIiiCAgC/AY9RFFE/rp1MK5bl+iuUhQMSURERERDiMViwbHHHgudTgev1wuHw8GAlAAZ338PZTAIn04HQIAgAL9kpPYRJZ0OymAQGd9/n+iuUhQMSURERERDTG5uLrKysuQRJQakgeeadjqg0UDn8wGiCDEktgelkIhQSGzfrtG0t6Okw5BERERENAQZDAYUFBRAp9OhsLCQAWmA5c2bC9c550AAoPF6IQKACIgANB4PFIIA1znnIG/e3MR2lKJiSCIiIiIaglwuFxoaGjBs2DDU19dzbaQBZrFYkHL+bNQcdxwEAFqvF/jlp0IQUHPcFKScP5vhNUkxJBERERENMTabDS0tLQCA7OxsAEBFRQWD0gCyWq3tVQZPOxU7jz4KCkGAweWCQiGg9uRfIXT66QyvSYwhiYiIiGgIsVqtqKyslG/v3LlT/juD0sCpqqqCx+NBXl4emo4+GnuPPx4+nRb7jj8empkzkZeXB4/Hg6qqqkR3laJIaEh69NFHMXnyZKSmpmL48OE4//zzsW3btog2Ho8HN910EzIyMmA0GnHRRRehrq4uQT0mIiIiSl5WqxUVFRXy7draWrjdbthsNnkbg9LAKCwshE6ng91uBwDUTTwSay65BAcmTQIA2O12eb4YJZ+EhqSVK1fipptuwrp167B8+XL4/X6ceeaZaGtrk9vccccd+Oijj7BkyRKsXLkSVqsVF154YQJ7TURERJScpNELoH1OEgCYTCYAkIMSRy8GhsViQXFxMZxOJ1pbW+Hz+RAIBODz+VBdXY3W1lYUFxdzTlKSUiXywT///POI24sWLcLw4cOxceNGnHzyybDb7ViwYAHeeustTJs2DQCwcOFCFBcXY926dTj++OMT0W0iIiKipFRYWIj169fLI0V6vV7+6Xa7UV1djaysLI5eDLBAIIDm5mYEg0F4PB6YTCYIgpDoblE3EhqSOpKGI9PT0wEAGzduhN/vx/Tp0+U248ePx8iRI7F27dqoIcnr9cL7S/UQAHA4HAAAv98Pv9/fq/5I7Xt7P4o/ngsKx/dD8uC5SC48HxQIBBAMBiGKIgBAFEWEQiEAQCgUgiiKCAaDCAQCfJ/0M5vNhsrKSrhcLgQCAfmcBINBtLW1obW1FZs3b0YgEEBubm6Ce3voiPV9L4jSGUuwUCiE8847Dy0tLVi9ejUA4K233sJVV10VEXoAYMqUKTjttNPw+OOPdzrOQw89hPnz53fa/tZbb8FgMPRP54mIiIiSQF1dHXw+H5RKJVwulxyYBEGAUqmEwWBAMBiERqORq95R/6irq4PD4YDb7UYwGAQACIIghyWlUgm9Xg+TycRzMYBcLhcuu+wy2O12+VLUaJJmJOmmm27C5s2b5YB0sO69917ceeed8m2Hw4H8/HyceeaZ3b4Q0fj9fixfvhxnnHEG1Gp1n/pFfcNzQeH4fkgePBfJheeDpNGLUCiE7du3QxRF+Hw+aDQajB49GkajEUD7lTkcvehf3333HX744Qc5pGo0GgSDQSiVSoRCIQSDQfj9fowdOxa/+tWvEt3dQ4Z0lVlPkiIk3Xzzzfj444+xatUqjBgxQt6ek5MDn8+HlpYWpKWlydvr6uqQk5MT9VharRZarbbTdrVafdD/YfTlvhRfPBcUju+H5MFzkVx4Pg5dI0eOhEqlwrp16+ByuaBSqaBUKiEIAmpra2GxWDBlyhQWCxgAlZWVCAQCUCgUCAaD8qheMBiEIAhQKBQIBAKorKyU595T/4v138aEVrcTRRE333wzli5dim+++QajR4+O2H/MMcdArVbj66+/lrdt27YNNTU1OOGEEwa6u0RERESDgjQPRqVSIT09HUqlEm63W654RwNDEAT5EjtpTlgoFEIoFJL3UXJKaEi66aab8O9//xtvvfUWUlNTUVtbK9fzBwCz2YxrrrkGd955J7799lts3LgRV111FU444QRWtiMiIiLqwGq1orS0FG63GxqNBiqVCh6PB2q1GmazGS6XC6WlpVwnaQCcdNJJ0Ov18nykgp07cebHn6Bg5055REmv1+Okk05KcE8pmoSGpJdeegl2ux2nnnoqcnNz5T/vvvuu3OaZZ57Bueeei4suuggnn3wycnJy8MEHHySw10RERETJqaysDHV1dfL0A5PJJAekYcOGQafToa6uDmVlZYnu6pCXmZkJi8UCpVKJwl27MGHzFmi9XkzYvAUFO3ZApVLBYrEgMzMz0V2lKBI6JymWwno6nQ4vvvgiXnzxxQHoEREREQ11VqsVVVVVKCwsHPJzc/R6PVJSUhLdjUNSVVUVVCoVDqvZi4ItWyECcBkM0Hi9mLBlK1JSUhAqKkJVVdWQfx8ORgkdSSIiIiIaSFarFRUVFbDb7aioqBhyl52VlJQgJycHXq8XgUAgYp/b7YbH40FOTg5KSkoS08FDiMlkgurbFRi9cQMgCPDpdAAAn04HQaFAwYYNUH27otfVl2lgMCQRERHRIUEKSADkdWmGWlCyWCyYPHkyMjIyEAwG5XneUkDKysrC5MmTOXIxAFrefx+jSksBCPDrdFAoFIBU1c6gByBgVGkpWt5/P9FdpSgYkoiIiGjICw9IZrM54udQDErHHnssdDodvF4vHA4HA1ICmFeugjIYRDAlBaIotq+XBMh/D6WkQBkMwrxyVaK7SlEwJBEREdGQFi0gSYZqUMrNzUVWVhb0ej1aWlqQkpLCgDTAzFdcDkGrhcrVBhEApLn4oggxJELpckHQamG+4vJEdpO6wJBEREREQ1pVVRU8Hk+ngCQxm83weDyoqqoa4J71P4PBgNTUVOj1+kR35ZBTcO21EC75DSACGq8HWq8XJrsdWq8Xao8HEEUIl/wGBddem+iuUhQMSURERDSkFRYWQqfTwW63R91vt9uh0+lQWFg4wD3rPzabDS0tLTAajSgpKUFqauqQGy1LdlarFbtGj8buKZOh9gegc7kghELQuVxQBwKoOW4Kdo0ezXOSpBiSiIiIaEizWCwoLi4GgE5BSbpdXFw8ZC5Fs1qtqKysBDD0518lM2nNKp1OBwhCxD5BEKDlmlVJjSGJiIiIhrxoQWmoBiRp/pVGo4nYx6A08HJ+3gzL6jUIqtXwGY0QFYr2n1otcr9bjZyfNye6i9QFhiQiIiI6JIQHpbq6OgBDKyABh/b8q2QzYf9+jN6wASIAn1YLn06HtvR0+PQ6+HQ6iABGb9iACfv3J7qrFAVDEhERER0ypKBkNpuHXEACDs35V8kquOy/0IgigimG9rLfECEoFBBFEcFgEKGUlPb9y/6b6K5SFAxJREREdEixWCw46aSThlxAAiJHy3w+X8S+oXh5YTJLnzcX0GmhdrshCALUbg8MDQ1Quz0QFAqo3W5Ap21vR0mHIYmIiIhoCLFYLBg/fjyAoT3/Ktm5p05F8+nToRAUMDid0P5S3U7rcsHQ2gpBIaD59OlwT52a6K5SFAxJRERERENMbm4u0tLSAAzd+VfJrqqqCk3HHA3v2LFQ+XwQRBEhhQKCKELh8cA3tghNxxzN+WFJiiGJiIiIaAgyGAwYP378kJ1/lewKCwthWPM9lJWV8KvVEAUBilAIoiAgqNFAUVEBw5rvOT8sSakS3QEiIiIi6h+5ubkYOXJkortxSPJ98gkyvvkGflGEx2iE1uuFzuOBR9de3U7n9SLjm2/gG10AXHttortLHXAkiYiIiGiIstlsWL16NddFSoDWt94GvF74dDoAInxaLRxpZvi0WkAU4dXpAK+3vR0lHYYkIiIioiHI5XJhw4YNqKysRGlpKYPSAHNNPx1+pRIatxuAAAAQxfZ9giBA43bDr1TCNf30xHWSusSQRERERDTE2Gw21NfXo7GxEUqlEg0NDQxKA2zHqFHYeVQJAEDj9f6ytT0lqT0eAMDOo0qwY9SoBPSOesKQRERERDSEWK1WbNiwAR6PB1qtFiaTCTqdjkFpgOXn52Pf+PHYNnEiBFGE2usFIPzyU8S2SROxb/x45OfnJ7qrFAVDEhEREdEQYbVaUVpaKo8g6fV6AIBer2dQGmBKpRImkwnVY8dg6+ETIIgiDG1tEEQRFYcfgd1jx8JkMkGpVCa6qxQFQxIRERHREFFWVoa6ujpotVqoVJFFjKWgVFdXh7KyssR08BBiMpkQCASgUChQNaY9KHm1Wmw9fAJ2F42FQqFAIBCAyWRKdFcpCoYkIiIiIqI427dvH4LBINRqddT9arUawWAQ+/btG+CeUSy4ThIRERHREFFSUgK/348DBw4gEAhE7HO73fB4PMjJyUFJSUliOniIEUURfr8fhbt2YcKWrVAGg5iwZSsgCLBOmACNRpPoLlIXDmok6fPPP8fq1avl2y+++CJKSkpw2WWXobm5OW6dIyIiIqLYWSwWTJ48GRkZGQgGg2hpaUF9fT2am5vh8XiQlZWFyZMnw2KxJLqrQ96IESPg9/uRV1GBCVu2QhQAV0oKRAGYsHkLLFu3wu/3Y8SIEYnuKkVxUCHpD3/4AxwOBwDg559/xu9//3vMnDkT1dXVuPPOO+PaQSIiIiKKncViwbHHHguVSgW73Q6n0wm73Y6UlBQGpAG0bds25Py8GRM2b4EIyIvI+rRaiIKACZu3IOfnzdi2bVuiu0pRHNTldtXV1ZgwYQIA4D//+Q/OPfdcPPLII9i0aRNmzpwZ1w4SERERUe+pVCoolUr4/X5otVq50h0NDNW3KzC6/CdAEODTaKQlkgCxPTBpvV6MK/8Je/V64OKLE9pX6uygQpJGo4HL5QIAfPXVV7jyyisBAOnp6fIIExERERENPKvVisrKSqjVaowZMwZNTU3IysoCAFRUVAAAR5MGQMHPP0MIBOFKSQFEMXLnLyNKhrY2FPz8c2I6SN06qJB00kkn4c4778TUqVNRWlqKd999FwCwfft2XldJRERElCBWq1UOQhqNBmazGenp6fJ+u93OoDRAhl05B83/egVqj6f9UrsO1B4PRI0Gw66ck4DeUU8Oak7S3//+d6hUKrz//vt46aWXkJeXBwD47LPPcNZZZ8W1g0REREQUm6qqKng8HpjNZgDtoWjnzp2w2+0AALPZDI/Hg6qqqkR285DgOO447DiqBAIAjdcbsU/j9UIAsOOoEjiOOy4h/aPu9WokSbqULi0tDW+99Van7fPnz49j14iIiIioNwoLC1FRUQG73Q6fz4fa2loEg0HYbDa5jU6nQ2FhYQJ7eWhYvXo1GvPz4XG7MWHLVmi8Xvi0WjkgbT18Avbk56Nh9WpMnDgx0d2lDnoVktLS0iAIQo/tgsHgQXeIiIiIiA6OdAndunXr0NraCpVKhWAwiGAwiOrqamRmZmLKlCm81G4ABAIBBINBVI0ZAwCYsGUrDC4Xgkolth4+oX17MNhpPStKDr0KSd9++638d1EUMXPmTLz66qvy5XZERERElBxCoRCamprg9/uh0WhgNBpj+rKb4kOpVMp/l4LSuG3bsf2wcfLtju0oefQqJJ1yyikRt5VKJY4//ngO2RIRERElgfDCDaFQCIFAAKIowuPxQKfTAWCFu4Hi8/kgCALEXyrbVY0ZExGOAEAQBPh8vkR0j3pwUIUbiIiIiCj5VFVVobGxETabDX6/P2Jfa2srrFYrGhsbWbhhABQVFfU4cicIAoqKigaoR9QbDElEREREQ4TJZEJtbS2am5vlEQxJKBRCY2MjamtrYTKZEtTDQ4fb7Y4pJLnd7gHqEfVGn0MSr20lIiKiwcRqtWL16tWwWq2J7krcbdu2DW1tbQiFQgAgByVRFBEKhRAKhdDW1oZt27YlspuHBJvN1mMxs46VByl59GpO0oUXXhhx2+Px4Prrr0dKSkrE9g8++KDvPSMiIiKKM2nOjsfjGZJzc+rr63uslhYIBFBfXz9APTp0dbzcsa/taGD1KiRJC5NJrrjiirh2hoiIiKi/hBc1yM7Oht1uH3JByWg0orGxMWIESSIVERAEAUajMVFdPGSo1eq4tqOB1auQtHDhwv7qBxEREVG/CQ9I0pe+ZrN5yAUlvV4PlUoVtWKaFJBUKhX0en0Cendoyc3Nhd1u7/aSO6VSidzc3AHsFcWKhRuIiIhoSIsWkCTS7YqKiiExRyklJQV6vR4KRfSPeAqFAnq9vtNUCYq/WIMoA2tyYkgiIiKiIa2qqgoej6dTQJKYzWZ4PJ4hURZ7xIgRUCgUnSrbSURRhEKhwIgRIwa4Z4ee6urquLajgcWQRERERENaYWEhdDod7HY7AMBut2Pnzp0Rt3U6HQoLCxPZzbjYt28ffD5ftyHJ5/Nh3759A9yzQ09qampM1e1SU1MHqEfUG72ak0REREQ02EhzjSoqKrB//360trbC7/fDZrPB6XTCaDSiuLh4SMxJamhogMfj6baNx+NBQ0PDAPXo0FVXVxfXdjSwOJJEREREQ57FYkFWVhbq6+vh8XhgMpng8XhQX1+PrKysIRGQAMDpdMprJHUkzVMKhUJwOp0D2a1DUlfn4WDb0cBiSCIiIqIhz2q1yoFIp9PB4XBAp9PJwWkoFG0A2kuAKxQKCILQaZ9U3U6hULAE+ADIzMyMuF24axfO+vQzFO7a1W07Sg4MSURERDSkhVe3y8vLQ25uLvR6PXJzc5GXlwdg6FS3y8zMhNFo7DYkGY1GfjAfAGlpafIaSIW7dmHClq3Qer2YsGWrHJTUajXS0tIS2EvqCkMSERERDWkdq9uZzWaMHTs24vZQqW5XUlICk8nUZcGAYDAIk8mEkpKSge3YISglJQUGgwGFVVWYsGUrRAAugwEi0B6UqqpgMBhYjj1JMSQRERHRkNaxul1HQ6m6XUNDAxobG7tt09jYyMINA2DEiBHIq6jAhM1bIALwabXALz9FABM2b0FeRQXLsScphiQiIiIa0iwWC4qLiwGgU1CSbg+V6nbffvstXC4XlEplp30KhQJKpRIulwvffvttAnp3aDnw5lsYs3ETIAhyQJL4dTpAEDBm4yYcePOtBPWQusMS4ERERDTkhZcB37FjB5qampCeno7hw4cPmYAEAD6fDwCizkkK3y61o/4z7LvvoAwE4DGlAsEQABEQAQgABAEBgx46RyuGffddgntK0XAkiYiIiA4JFosFKpUKe/fuRXNzM/bu3QuVSjVkAhIATJkyBWq1GoFAoNO+UCiEQCAAtVqNKVOmJKB3hxbNxb9GSKOB2uWGHJCAX36KULvcCGk00Fz868R1krrEkERERESHhPLycmzdulVelyYUCmHr1q0oLy9PcM/ip6ioCOnp6d22SU9PR1FR0QD16NB15B13wH/+bACAxuON2Kd2ty/46z9/No68444B7xv1jCGJiIiIhrzy8nKsWbMGra2tCIVC8p/W1lasWbNmyASlsrIyebQoGo1Gg0AggLKysoHt2CHIarXCdvjh2DZpIgQAGm97UNJ4vRAAbJs0EbbDDx8SpeeHIs5JIiIiorixWq2oqqpCYWFh0lzGFh6QAoEA/H4/RFGE3+8HADkoAcDEiRMT2dU+a2trQ1tbG0RRjLo/FArJbah/lZWVYefOnWgbNQoBvx8TtmyFweVCUKnE1sMnoHrUKKTs3AmNRpM0vyv0PxxJIiIioriwWq0oLS1FZWUlSktLk+Yb8tLSUtjt9oiABEAOSoFAAHa7HaWlpQnuaXwEAoGoc5J62kfxtX//fjmwVo0Zg62HT4BXq20PSGPHQhRFtLW1Yf/+/YnuKkWR0JC0atUqzJo1CxaLBYIgYNmyZRH7582bB0EQIv6cddZZieksERERdUkKSHv27EFDQwP27NmTNEFJo9HA7/fD5/N1GmERRRE+nw9+vx8ajSZBPYwft9stz7nqSigUgtvtHqAeHbqampoi3m+Z9fUwOp3IrK+PCOpNTU2J6iJ1I6Ehqa2tDZMmTcKLL77YZZuzzjoLNptN/vP2228PYA+JiIgGF5fLhbVr1w5oOAkPSC6XC6IowuVyJVVQiiU4DAVOpzOm5+p0OgeoR4cunU4n/33KunUYtacGilAIo/bUYMq6dVHbUfJI6Jyks88+G2effXa3bbRaLXJycgaoR0RERIOXzWZDS0sLjEYjKioqAKDf5zp0DEgKhQJarRZer1cOSkB7aepEzbuINRAMheCgVqu7nI8kEUWxy8IOFD8lJSVYs2YNSlatwqg9NQCAoFIpByUAKDv5ZJSUlCSwl9SVpC/csGLFCgwfPhzDhg3DtGnT8Je//AUZGRldtvd6vfB6/1dm0eFwAAD8fr88QTNWUvve3o/ij+eCwvH9kDx4LpKHzWbD1q1bAQAZGRlwOp3YvHkzAoEAcnNz++1xN23ahOrqang8HigUCiiVSrjdbvlDuMvlQnV1NVQqFbKysvqtH90JhUIxBYdQKDTo38uxXrrV1NQ06J9rshMEASes34DhvwSikEIh/5SCkn79BggnncRzMYBifa0Fsad/NQaIIAhYunQpzj//fHnbO++8A4PBgNGjR2PXrl34f//v/8FoNGLt2rVQKpVRj/PQQw9h/vz5nba/9dZbMBgM/dV9IiKihHG5XGhpaQGAiHk1Pp8PAJCWltZv/wfu2LEDbW1tEAQBCoUCwWAQoihCEAQolUo5oKSkpCRsbZ7y8nIEg8Ee2ymVykFf3e7HH3+Mue1RRx3Vjz2htNffQOYvX1yEFAoIoghFKISQQgFREKD45bLIhgkT0HLlnER29ZDicrlw2WWXwW63w2QyddkuqUNSR1VVVRgzZgy++uornH766VHbRBtJys/PR0NDQ7cvRDR+vx/Lly/HGWecwWHpBOO5oHB8PyQPnovEs9lsqKysBAD5Mrvi4mL5y0S73Q4AGD9+fL+MKC1atAgNDQ0AIAckiRSUACAzMxPz5s2L++PH4q233kJ1dXWP7UaPHo3LLrtsAHrUf/72t79FfA7qilarxV133TUAPTp0bS85CkIwiKBSKQckiRSUlMEgRKUS48piD7fUNw6HA5mZmT2GpKS/3C5cYWEhMjMzsXPnzi5DklarhVar7bRdrVYf9H/gfbkvxRfPBYXj+yF58FwkTk1NDfx+P7Kzs+XREqVSKYeT9PR01NXVoaamBiNHjoz74x933HH49ttv4XA4EAqFoFAooFAoEAqF5NBkMplw3HHHJew9kpGREVNIysjIGPTv45SUlJhCUkpKyqB/rsmu4bBxyKyohCIYhNBhnyIUgghAFAQ0HDYOh/NcDJhY3/eDap2kffv2obGxsV+vrSYiIhpMCgsLodPp5BGjjux2O3Q6HQoLC/vl8TMzM2EymeSlOqR5PaFQSN5mMpmQmZnZL48fi7Kysri2S2ZpaWldTkmQKJVKpKWlDUyHDmW33YbmjIxOAUkiAGjOyABuu20ge0UxSmhIcjqdKCsrk/9Rqq6uRllZGWpqauB0OvGHP/wB69atw+7du/H1119j9uzZGDt2LGbMmJHIbhMRESUNi8WC4uJiAOgUlKTbxcXF/VZZrqysDD6fDxkZGVAoFBHrvygUCmRkZMDn8yU0gMS6eOpQWGQ1MzMTRqOx2zZGozGhofVQ4f/0M+jcLgS6CK0BpRI6twv+Tz8b4J5RLBIakjZs2ICjjjpKnjh455134qijjsIDDzwApVKJ8vJynHfeeRg3bhyuueYaHHPMMfjuu++iXk5HRER0qAoPSk1NTVi5ciV+/vlnAP0bkDrqWBwhlmIJAyElJSWu7ZJZSUkJVKruZ1OoVCqWnR4A5lWroAwE0WoydQpKAaUSrSYTlIEgzKtWJaiH1J2Ezkk69dRTuy3J+cUXXwxgb4iIiAYvi8WC9evXw+VyQRAE2Gw2ZGVl9XtAKikpkec8dfw/XRRFHDhwACNHjkzoh/KRI0fK60b11G6w27RpE5qbm7tt09zcjE2bNiVs3apDRc2kiRhVuh6GtjYoRBEi2i+xEwEoRBGGtjYEVSrUTJqIyQnuK3U2qOYkERERUXQrV67Ejh07oFAokJKSApVKhW3btmHlypX9+rgNDQ2ora3t8ktPURRRW1srV8BLhL1798a1XTIrLy9HKKyKWjShUAjl5eUD1KNDV9Mxx+DA8Cxo/H4IooiQUomgUonQL9XuNH4/DgzPQtMxxyS6qxQFQxIREdEAsFqtWL16NaxWa9yPvXLlSmzYsAEA5EutUlJSIIoiNmzY0K9B6fPPP++xmprX68Xnn3/eb33oiUIR28edWNsRxSLzxzIMP1APv1oNURAg/PJFgiCKEAUBfrUaww/UI/PHssR2lKLivwZERET9zGq1orS0FJWVlSgtLY1rUJICkiiK0Ol08Pv9aGtrg8PhgF6v7/eg5Ha749quP2RmZkIQuqox1k4QhCFRzKCnUaTetqODV/Dzz1AGg2hLSYFHp4MgilAGgxBEER6dDm0pKVAGgyj4Zf4gJReGJCIiojDxHvGRAlJNTQ0aGhpQU1MT16BUXl4Ov98PvV6P1tZWhEIhhEIh+Hw+OSj5/f5+u7xKp9PFtV1/0Ov1PY4SKRQK6PX6AepR/+kpDPa2HR0867HHIKhUQiONtEqXpP7yU+P1IqhUwnosL7dLRgxJREREv4j3iE94QGptbYXf70dra2tcg9LEiROhUCjQ1NQEn88nbxdFET6fD01NTVAoFJg4cWKfH2uwamlpiWmeTktLy8B0qB/1tEZSb9vRwduUno6th0+AOhCA3uWS10sSAOhdLqgDAWw9fAI2pacnspvUBYYkIiIi/C/QNDQ0QKlUoqGhoU9BpmNAEkURSqUSoijGNSgVFRVBr9cjGAxGrS4XDAah1+tRVFTUp8fpymCY7+N0Orutpgu0v1ZOp3OAetR/OJKUPDQaDQBAEQx2WlBW+GV7eDtKLgxJREQ06PX1ErnwgARALkTQl6BUVlaG3bt3RwQk6Y8UlHbv3t3nRVbXrFnT44d7p9OJNWvW9OlxuhLr2oWJXONw2LBhcW1HFIvCXVWY+FM5lKEQOkZ0EYAyFMLEn8pRuKsqEd2jHjAkERHRoGa1WlFRUQG73Y6KiopeB5poAcnv9/c5KDU0NMDpdCIUCkGpVCIYDMLtdiMYDEKpVCIUCsHpdPa5NLbVaoXP5+tyZEAQBPh8vn6pqgcAaWlpMRVFSEtL65fHj0VP6wb1tl0y66nSYG/b0cEr/qkMap8PIoCQUonQL78nIUFASKmECEDt86H4p7JEdpO6wJBERESDlhSQACA7OxsAeh2UysrKUFdXB+B/AUn6I32QrKur6/WIj3SJlyAICAQCCAQCACD/XRCEuFziJQWU7tYpCm/XH2IJSYl0KF2CZjAY4tqODp5Go21/T0m/owoFgkolROnSU0GAIAjQaBI3ykpdY0giIqJBKTwgAcDOnTvlv/c2KPn9fjidTjkYud1uOTBJ23srKysLGo0GoVAIwV/mHkiCwSBCoRA0Gg2ysrJ6fexwubm5PU7CVyqVyM3N7dPjdGUwzPeJ9fwdzHlONoNhjtihIuvWW6AwGiGIorxGkkTapjAakXXrLQnqIXWHvyFERDTodAxI27Ztw+7du7Ft2zZ5W6xBacSIEVAqlfD5fHC73fIoTyAQgNvths/ng1KpxIgRI3rVx6lTp8JgMHRZVS0UCsFgMGDq1Km9Om5Hw4cPjymkDB8+vE+P092xY3n8ntr0J2kUL17tkpnL5YprOzp47qlTYTvjDAQ0moigJP09oNHAdsYZcPfx3wDqHwxJREQ06FRVVcHj8QBoD0h2ux2iKMJut8tByePxoKqq5wnRDocDKSkpANo/JAeDQfh8PgSDQflDc0pKChwOR6/6uGPHDrS1tXXbpq2tDTt27OjVcTv66aefOo1UdRQMBvHTTz/16XG6EusIUSJHkg6leTpcTDZ5lJWVYYslF5WTJ8OvVrePHIVCvwQkNSqnTMYWS26fi7dQ/2BIIiKiQaewsBCBQACbN2+G3W6XL2kLhUKw2+3YvHkzAoEACgsLezyWyWSKCDPSh8fwD5FtbW0wmUy96uOmTZsQCASgVquj7ler1QgEAti0aVOvjttRrOGttyEvVrEuwDoUFmodDAbD4r6Hira2NrS1taFqTCE2H3UUAr+U+g5oNKicPAVVhYVyG0o+DElERJRQ5eXl+Pe//43y8vJe3a+xsRFtbW0IBoOd/rS1taGxsTGm4+zbt08OWF3NHQoGg9i3b1+v+peRkQFRFLuc5+L3+yGKIjIyMnp13I4SPXIgFcyIV7v+cCgVbpBGRePVjuJjd9FYVE6eDKfJhMrJk7F3/GGJ7hL1gCGJiIj6zGazHdQ6ReXl5Vi9erV8/1iD0po1a9DU1ASFQiEHGQByoFEoFGhqaop5bSCPxwOfzxd1n8/nky/t641Ro0bFVFBh1KhRvT52uESPHOzatSuu7fpDrIt1DoVFPTknKXmkpKTAYDBArVYjFAph5+gCfD37POwcXQC/3w+1Wg2DwcDAmqQYkoiISHYwi7K6XC5UVlb2ep0iKSBJawk5nc6Yg5LdbofP55NHaaQRAOmn3++Hz+eD3W7v8VihUAgej6fbAgvd7e/K3r17YyqNvXfv3l4dt6NEL5Q6GCrHHUohKdb1qBK5btWhoqSkBCNHjoRKpYooXiKKolzdcuTIkSgpKUlsRykqhiQiIgJwcIuy2mw2tLS0wOl0orW1FU6nM6b7hgckaS0hqUx0LEEpJydHvrROoVBAqVRCEAQolUp5dCkYDCInJ6fH51BdXS33IRqpb9XV1T0eK5xare5ydEri8/m6nLMUq1gvK4y1XW/FWrUukdXtehrR6227ZKbVanss761QKKDVcm2e/maxWDB69Gio1Wr53ylRFKFUKqFWq6FWqzF69GhYLJZEd5WiYEgiIqKDWpTVarWisrJSXkvI7XbHFJQ6BiSlUgmNRiN/gIglKNXW1kKpVMr3CZ87JB1TqVSitra2x+c+fPhwhEKhbhdjDYVCvS6hXVNTE1Np7Jqaml4dt6NYLwU8mEsGh4rBUIEvXnw+H1QqVbehX6VS9Rjgqe+sVivq6+uRm5sLrVYLtVoNlUoFjUaDjIwMWCwW1NfX9/oyZRoYDElERENYLJfPhQcks9kc8bOrsCPdJ3yhVan6W09BqbS0FA6HQw4zwWAQTqcTwWBQDj0OhwOlpaVd9tlsNkOj0UCj0XS6jEUURXmf9Dy609raGtM3762trT0eK9xgGGE5VMQ6ajIURleKiorky7uiEUURKpUKRUVFA9yzQ4+0VEFeXh5SU1NRWFWFUz9YisJdVSgoKEBeXl7MSxXQwGNIIiIaomK5fK5jQLLb7di5cyfsdnu3QamqqgpNTU0R37zX19fLf29tbUVTU1PU//w1Gk3EyI/X60UgEIDX643Y3t38kKlTp8JisSAQCHT6MCiKIgKBACwWS0wLtWo0mphCUrLOVzmUKrcdLIPBENd2yUy65LQ70qVf1L8KCwuh0+lgt9uRu3kzRq/fAK3Xi4IN62FY8z3sdjt0Ol1MSxXQwGNIIiIagsJHerob2ZG+6ZQCks1mg9vths1mk4NStG86TSYT7Ha7vPhmU1MT7HY7GhoaALRf2mW326OuLZSZmYmUlBQEg0G5IIIgCHKBhGAwiJSUFGRmZnb5/CwWC0wmU5eLqAaDQZhMppiu9c/MzIzpQ2V3/Ykm0aW5B8pgGKVJ9FpSA2n//v1dVq6TgrLL5cL+/fsHsluHJIvFguLiYqi+/Rb5635o/3cuPR2CIED30UdQfP0NiouLOScpSTEkERENMR0DUndzhaRvOvfv3w+bzQaPxwOv1wuPxwObzYb9+/dH/abT4XDIAcjtdqOtrQ1erxcul0ueB2QymaJ+6CwpKYHZbI6YB9Sx6pPZbO624tPKlSuxdevWbl+HrVu3YuXKlT2+XqFQKKYCC70NMyqVKq7tklWiS5DHYjBU4IuXPXv2AIgeSgVBkLdL7ah/+T75BBnffgsACPwyUhkwGABBQMY338D3ySeJ7B51gyGJiGgI6RiQgO7nClksFmRlZaG+vh4OhwNOpxN2ux1OpxMOhwP19fXIysrq9E1nYWEhtFqtvJhrIBAA0P4h0+PxoK2tDVqtNuplJA0NDfI8oI6XgAmCIM//kUalotm0aRM8Hk+38y48Hg82bdrU42u2ZcuWmAosbNmypcdjhRuoggo9jYL1tl1vDYaiCIfS/LAJEyZApVJFDXzS4sYqlQoTJkxIQO8OLbtfeQWtCxdCISgQ/GUtpGCoffRbkWaGoBDQunAhdr/ySiK7SV1gSCIiGkR6KsQgzRUKLzLQ3VwhqfpSSkoK3G433G43BEGQ/56SktJl9aW2tja43e5Oo0GhUEgeXYqmtLQUHo+nyzk+Go0GHo+n28INGo0mpop0scwjGuwfoBN9WV9XlzwebLv+EOtinUNhUc9zzz0XFosl6vmWfi8sFgvOPffcBPTu0NL61tsQvD4IZnP7KJ7XC0NDI7ReH5RKFQRzGgSvD61vvZ3orlIUDElERINELIUYpLlC0uiEtOiqtKhqx7lCVVVVaGxsRFtbmxwCpG+gRVFEW1sbGhsbO81JKisrw4EDB+QPYlJVOWm9oWAwiAMHDqCsrKxTH81mszwfKRppXlJ3lekEQYhpodZYihUcccQRPbbpTTuJNLoWr3bJajAs1HooFW4oLy9HIBDocg6YTqdDIBCIadFm6pvUyy6FqNVAtNuhcruhtNshBAJQtrRAaG2FaG+BqNUg9bJLE91VioIhiYhoEIi1EEP4XKGGhgb4/X4EAgH4/X758rXwuUImkwkNDQ1oaWmBWq1GKBSC3+9HKBSCWq1GS0sLGhoaOhVgaGho6PbyKUEQ4HQ6o14yN3z4cPkb7WiV6aTt3a1LZDQaYyq2YDQau20DtBediEWs7QZaokfCRowYEdd2/UH6kiBe7ZJZeXk52traoNfrO+1TKpXQ6XRoa2tjSBoABddei9SrroLg9ULjcADS6F4oBKGxEYLHi9SrrkLBtdcmtqMUFUMSEVE/inWdou7ahAek+vp61NbWor6+vstCDBqNBj6fL6KstlRm2+fzQaPRyHOF9u3bJ1eXczqdCAQCEAQBgUAATqdTrjq3b9++iD75fD55xKgjaY6SIAhRCyLs2LFDnnsUjTRXaceOHV2+ZtE+AB5su1gXc+3roq/9JdHV5Zqbm+Parj9IVRjj1S6Z5efnw+v1oq2tDSqVCmq1GgCgVquh1+vlIiv5+fkJ7umhwZyWBmUwCHlMWxrdFkUog0GY09IS1DPqCUMSEVE/iXWdovXr16OyshLr16/v1KZjQHI6nVAqlRG3Ox5busQsWlGEaNulydzSmkPSH2kEKtoIRFFRkRygopGCV7QFK6XL7bq7b0+X27W0tPQ4xyUYDKKlpaXbNsDgvywu0XOCBsM6TWkxfhCNtV0ya2trk9f+EkURBoMBaWlpctl9ac2vruYMUvw0L1mCA397CggEIIaFIwAQFAogEMCBvz2F5iVLEthL6gpDEhFRPwhfpDU7OxtA50VZpYBUX18PpVKJ+vr6TkFJKsQgBaJgMBjxs76+PqIQQ1VVFbxeLzQaDZRKJQRBgMfjgSAIUCqV0Gg08Hq9cvsRI0bA7/fD6/VGvfTN6/XC7/d3ulTqwIEDMVWEO3DgQKfter2+x8ARCAS6HQVqbGzs9v69bTeYJTrkxbooaSIXL43lssvetEt2er1evkRWGs2VRsnS0tJiHomlvql//gWEWlsBhQJQKOTRJAGQt4VaW1H//AsJ7CV1hSGJiCjOwgMSAOzcuVP+uxSUwgMS8L8PMB2DkslkQn19Pex2u1zsIPyn3W5HfX29/IEofL6RVquFz+eDKIrw+Xzy5Vbh85a2bdsWNSBJpKC0bdu2iO319fUxjeSEV9aTbN68udv7xdIunhXdBsNISDIbDJfbSQVFuiMIQtJWMOyNkpISZGdnQ6PRyJfaud1uAO3/PqjVamRnZ3e7DhnFWTAI4Zd/L+X3YSAAJLDiI/WMIYmI6CB0NY+oY0Cqrq5GbW0tqqur5W3r16/HihUrIgKSz+eLGpT27duHYDCIYDAIt9stz/cJvx0MBuU5Qw6HA2azGT6fT74kTbp8raWlBT6fD2azWQ5S9fX1MS2k2jHsSAUWutNVie54XB4Wz9GTRBc+GOwSPZIVC7/f3221Q2nfUFhM1mKxYMqUKcjIyJCLl6jVajkgZWZmYsqUKZ3WPqP4y7r1Fgha7f8KNkjvP+lnKARBq0XWrbckpoPULYYkIqJeslqtWLlyJUpLS7Fy5cpOl8dJpa2rq6vR0tICr9eLlpYWOSjt378fNpsNQHtAkhZf9Xg8clCqra2Vy2cHAgE5GEnBRAo+0j5JYWGhXHRBGkUCII8mScUZpMIN0vyj7kRr05cFROMRkhK9NlAySfRIWKIfPxZZWVnQarVQKpWdCoYoFAoolUpotVpkZWUlqIfxZbFYcOyxx0Kn00Gj0SAjI4MBKUEEjSaiWEPET0Fo309JiSGJiCiK7kaKVq5cif379yMUCmH//v0RQUkKKdu3b0dLSwv8fr/8p6WlBdu3b4coilAoFHA6nXJAkqpReTweOJ1O+RvtlJSUiKIK4cKLK0iLYDY0NKC5ubnbOUbNzc1yae6eRpEkHdv1ZfSFASe+Ej0SNn78+Li26w9Tp07FyJEj5YIGHf9oNBqMHDkSU6dOTVgf4y03NxdZWVnIyMhAMBhkQEqApkWLISgUUOXkdA5KSiVUubkQFAo0LVqcuE5SlxiSiIg6sFqtKC0tRWVlJUpLS+UAFB6QpBLWgiB0Ckoulwutra1y+W1p1Mfr9aK1tRVKpRJKpVIOROGjQ1JwUigUGDFiBPbu3YtQKNRtJbhQKIS9e/cCaF8jpbvKb9Jld9IaKdKchZ50bDcYLrE6VCS6cMIll1yCgoKCbtsUFBTgkksu6ZfHj4XFYsEpp5yC/Px8OSgBkANSfn4+TjnllCEXIAwGA4499liMHz+eASkB0ufNhfBLkYygThexT/FLkRBBr0f6vLkD3jfqmSrRHSAiGmhWqxVVVVUoLCzs9KFBCkh79uyRR3mA9hGiLVu2yAFJFEW5nG54UFKpVPIojRSOpL9LH1IdDoe8hlC00R6fzwe1Wg2HwwG1Wi1fvtcVj8cjh5i2traY5hhJz+tgq8QxJJHEarXKl7JFC+fSpWxWqzWhH9KloLRy5Urs3bsXgUAAKpVqyAYkSW5uLkaOHJnobhyShl18MQDgwN+egrLDv+OhX+aFDr/r93I7Si4cSSKiQ4rVasWKFSvk4gkdS3JLAcnlciEUCsHlcmHPnj345ptvUFNTIwckv98Pn88nryMkCAL27duHvXv3wuVydXt5nBRSuhsdOnDgAILBoDxC1BOpnTTXqSdSu8Ewn4S6d7CjgfGyZs0a7N+/H6mpqdB0mF+h0WiQmpqK/fv3Y82aNf3y+L0RPqKk1+uHfECi5CD6fP+7zE7eKLZvp6TFkSQiGpKijRZJAclms0EURdhsNqxYsQKnnnoqAEQEJKl6m0KhiAg9UrDx+/0Rl8EpFAr5digUiroIa1fbo/H7/SgrK+v3ERuGpP4Ta0npvr62BoOhx9FGqV1/sNvt8uLBGo1GrrgorcslLTpst9v75fF7SwpKXY0mE8WLtJis2MXvp+jxtC82C3A0KQkxJBHRkCONCDU0NKChoQFTpkwBADkgKZVKpKSkoK2tTQ5KarUa+/btg8fjkS+lk6q6SZfJhUIh+VI26cOvtE2hUECr1SIlJQUtLS3drjsUK6fTGfMHaCmsaTSamIoxSN/4x6PS3GDXX2FGpVLFVFJaperbf8VpaWloaWnpttCFQqFAWlpanx6nK1OmTMGKFSvQ2toKlUolLxasUqnkuXipqany72EysFgsDEfU7+qff6H9srpo/74IAiCKCDkcqH/+BYakJMSQRERJq7y8HOXl5Zg4cSImTpwYsa+pqQnvvPMOJk2aFLFPCkhVVVVwuVxwOBxwu91wu91obm6GUqmEIAhoaGiAwWCAUqmEzWaTq8QBkWsAhZfQDv8ZTmpvMBjkUt3xIM13irUtHRyFQhHTOevta5yWlhZ1Md1o7fpCr9dDrVZHneMGtIc7tVoN/S8TyOMtMzMTWVlZ8Hg8ciVGQRDkcvZqtRpZWVnIzMzsl8cnSlYhtzui3HdUotjejpIO/1cloqRUXl6O0tJS2O12lJaWytXYAODnn39GXV0damtrsXr1anlfeECS5vy0tbVh165dsFqt8tyh1tZW+Hw+tLa2QhAEudKcFHDCR5GkUaVYylG7XC643e64la7W6/XyB82eSO0OtqT3oSzWkZzejvj09twdrJSUlKjzgSTSvCCpTHy8VVVVwWQyIT8/X760DoB8CV5+fj5MJhOqqqr65fGpe/b//Ae7zjkXzUuWJLorhxyFXt/1Gklh4UnRT19gUN9wJImIko4UkAAgJycHzc3N8m0AWLt2LQKBAAwGA1wuF1avXo3m5mY0NzfLAQlo/+ZfKpYAtFeBc7vd8qhBIBBAa2sr9Hq9PJpwsGvJSFXp4lnNzel0JnwNnENBenp6TAUv0tPTe3XcgVoPqqSkBC0tLXC5XJ0qzEnl5tPT01FSUtKnx+lKYWEh1q9fj7a2NqSlpcFut8uX25nNZrS1tcFgMMgLGNPAMZWWovn7tRA9HjS89E8AnPsykLJuvQUH/vbU/y65ixaQTCZk3XpL4jpJXWJIIqKkEh6QdDod6uvrYTQa4fF4sGLFCgQCAYRCIYiiCLvdDq1WC5fLhXXr1iEUCskhRWojCII85yRagAkEAnA6nVAoFFCpVH0KOfEud83y2V2T5uHE0q4nsRYU6G3hgcmTJ2P16tXdzktSq9WYPHlyr44bjcFggFarhd/vRzAYlN/3Uvnt/iraIJFCuslkgkajQUtLC9LS0qDT6eR5fjSw7P/5DzK+/gbQ66G2WBBobmZQGmDS61z3yKMQo1xSJ+h0LAGexBiSiCjhpLlHaWlpqK2tBdAekOrq6uS1igwGAxwOB0KhkDwhHGi/xM1gMMDr9crfyIdPxI/lw5koilAoFDFNsqfkkJ6eHlNIimX0x2w2w+VyxdSuN4qKilBVVYV9+/Z1uX6QxWJBUVFRr47bUVVVFfx+P1JSUuSQpFQq5YVSpe1VVVX9UqygqqoKarUao0ePhs1mg06nw+jRo+H+5UPh6NGj4fF4+u3xqbPmJUvQ/PK/5NvenTuhzMgAAAalBIgWkLrbTsmBc5KI6KBYrVasXr06Yp2hg9leXl6OFStWoKamBmVlZXA4HHJAamtrg9/vR1tbG+rr6+XRoY7zaaQ1jSQH8601A9LAkaoF9qVdLAEp1naxBKTetJNUVVVh+PDhGDFiRKcCHIIgYMSIERg+fHif5+qYTCZ5lGv48OFQqVRylbns7GwA7aNgJpOpT4/TlcLCQuh0OgDtC5cC7Qsmh9/W6XS83G6ANC9ZIgchAAgcOADR60Wgrk7e1vDSPzlHaQA0L1mC2vsf6LZN7f0P8FwkKYYkIuo1qUBCZWUlSktL5eDT3fYvvvgC3333Hb744gt5uxSQmpub5fk8TqcTu3fvjlhsNXz9IV62kxz6EnTiUSghnutHZWRkQK1Wd1lJUKoOl/HLN/GxKiwslIuBDBs2TK6Op1AoMGzYMASDQQQCgT6HB4fDAZPJJAcVrVYLk8kkV5PT6XQwmUxycIk3i8WC4uJi+XZubi70er0ckACguLiYo0gDpGnRYnmEQmW3A9IoZjAoByXR7UbTosWJ6uIho/aBB+PajgYWQxIRyWIZBZKCkM1mg9PphM1mk6vPdbX9iy++wL59++Dz+bBv3z588cUXWLlypRyQwoOPNK8oXhXiqH/0JSTFo+qbTqfrsTy6IAhycOjO9OnTkZGR0W1IysjIwPTp03s8VkfSezs9PR1paWlQKpVIS0uTLwOMR+gvLCxERkYGUlNT5W3h5bZTU1ORkZHRryM5HYPS2LFj5b8zIA2s9HlzIYZCCNTWdl6fJxhEwGaDGAohfd7cxHTwUBLr7ze//EtKnJNEdIiyWq0RK85brVZUVFTA4/GgoqICAOTt0sKsNTU1EAQBLS0t8Hq9UCgU8Hq9qKmpQU1NDYD2CnI+nw8+nw9+vx87duyIKIsdDAZRU1OD/fv3szDBINaXUuPSZP6edBdwDj/88B6LIqhUKhx++OEx9TMnJwdtbW1wuVydqsMZDAbk5OTEdJxw4XN1qqurEQqFkJaWhmAwCI/HE7e5OtJ9KyoqEAwGUV9fj9bWVrn0t9FoHJCgEt6Puro66HQ6BqQEEX2+rj94i2L7fiLqFkeSiIaYaKNBHbdJgchut6OiogLl5eWoqKiA0+lEa2srnE6nvF1ad8hms6Gqqgp79uyBy+WCz+eD3W6Hx+OB0+mE3W6H3W6Hy+VCIBCAy+VCc3NzxGVzkq4qzdHAi3Wx2o7t+nLJ3AknnBDTfbtr19bWBq1W2+3oj1arlcvBd0cKMyUlJTAYDPIxBUGAwWBASUkJ1Gp1r+cOSXN1nE6nvC185MjpdMZtro40kmM0GuWFYwcyIHXsh9lsTuqAtP+eP6LiyInYf88fE92VuKt//oUeCwKIbjfqn39hgHpENDhxJIloCIk2GgQgYltDQwPq6+sBANnZ2di/fz+qq6uRkpKCtrY2OJ1OGI1GuFwubNu2DW1tbZ1GgqQKWtLtrnD+UPJTKpUxBdaOl83FWi49Wkg6cOAAtFptt5fTabVaHDhwoMv9UviRFtztOPqj1Woj2nWnsLBQ/pLAbDbD7/fD5/NBo9HAbDbLvxO9DTMWiwUNDQ2orq4G0H4JnHQsj8eD+vp6jB49Om5BwmKxIBAIYNeuXTAajTAYDAkJKhaLJWnDEdAekBwffgiIYvtPAHmPP5bgXsVPsLk5ru2IDlUMSUSDWPglcwDkYJSdnQ273Y7169dDFEW43W40NTXBYDCguroaWVlZcLlcWL9+PQwGA9RqNaxWKzwejzwKpFKpoi6OKopit8GIBpeDDTt9uWTObrdDqVQiNTUVra2tnfanpqYiGAx2uy5RSkoKdDodAoEAlEqlfJmcdHmcUqmESqVCSkpKj33sGGZGjBgRlzBjtVpRX1+PrKws+XlmZWXB7XZDp9MhNTUV9fX1sFqtcQsVubm5SEtLg9lsxtixY5M6rCRCeEACMGBBaX+LG19trUOdw4Nskw7TJ2QjL03fPw8W6yg9R/P7nyDENt8oxhF9GlgMSUSDSMdQFD5XyGAwIDU1FU6nE5WVlUhPT5fnWEjzhOx2O4xGI/bs2YOWlhaEQiF4PB7odLqI0SFpThENPgaDIaZS1dLiorGO9nVsJy3U2939u9o/ZcoUrFmzBm1tbZ2CUmpqKkRRRGpqKqZMmdLlsUtKSuD3+7F//374fD55ZEqr1UKpVEKj0SAvLw8lJSU9Prf+CjNVVVXweDzIy8uD3W6HzWaDw+GAWq1Gbm4uzGYz6urq4r5+kMFgwAknnAC1Wh23Y/ZG85IlaFq0GOnz5ibVWjydApKkn4PS8q11eOyzCjjc/5s/9/ra3bj37GJMn5Ad98ejJMLCDYMaQxJRkopWWCFaAYW2tjY0NTXBaDRi2LBhqKurg9frhcPhgFarhcfjgd/vlz/U2u32TiNBsYwI0OAQ6yif1C4lJSWmanMdR2SOPvpo/PDDD/B4PFErESoUCuh0Ohx99NGd9k2cOBEA5KAkLQas1WohiiJSUlIwdepUuV00FosFkydPBgDs3r0bwWBQXmRYEATk5eVh8uTJMYWP/goz0mV8drtdXohWCmNmsxl2u33IrR/UvGQJ6h55FKLbjbpHHgWQHIuWdhmQJP0UlPa3uPHYZxVwegMYbtJBIQgIiSIanF48+lkFJlhMsPTXiBIR9QlDElGS6DhKtH79etTX16OxsRGjR49GVVUVampq5Eng0porUpW5UCiElpYWBIPBiBEh4H+jALxUbvDpabQmvB3wv/dFT6R2kyZNwpo1a7odOdRoNJg0aVLEtlNOOQUAsG7dOrg7TBKXSm8fd9xxcruOpAC0YsUKtLa2QqVSwe/3IzU1tceAJLFYLBg9erR8qWh4f3tzeVx/hZnwam/SsaXjS5cSJnNxg94KD0gAkiooOT7+uOdv60URjo8/jmtI+mprHRxuvxyQAEAhCMg0anHA4cHyrXWYe2JB3B6PiOKHIYkoCVitVqxYsQJ1dXXYvn07dDod7HY7vF4vXC4X9uzZg0AggNbW1qgfmMODUTgWThj8DAZDTMUHpMvnDj/8cGzcuLHHy+Ck0thKpRIjRoyQ17HqSKPRYMSIEVHXOzrllFPQ0tKCsrKyiMdTKpWYMGFClwFJkpmZiczMTHkunFqtlrfFQrpMzmKxQKPRoLW1FampqcjMzOzV5XH9GWbCj+3/9DOYVq6A45RTgakn9ltAGvX449h5zx+hys9H0fIv4378aDoGJEnSBKVY53zEeW5InaM9vCs6HFe6Le0nouTDkESUICtXrkR5eTlGjx4Nh8OBmpoaeL1e+Vt1aVFVQRAgCAIXVz0ESYuOVldX9xh6srPb5zYoFAqkpKRElJ3uKCUlRR5JKiwsRGNjI1paWjpdiqlUKmE0GmE2m6OOolitVuj1ehgMBvh8PvmSt9zcXOj1+m5DilSJMTs7GykpKdi3bx9GjBgBo9EYsU5XV6T7A0BeXh6MRmOn0Z9YjiPpzzBjsVjg++QTtL3/PgSfD6b330dubg4sp59+0Mfsyu6zzoamqb1qWWDvXuw448x+D0pdBSRJUgSlBBUzyDa1Fy4JiWJEUAr98vss7Sei5MOQRBQn0eYQhd+WQlH4fAyfz4empiYoFAr5w6koihHf6IuiyBGhQ5Barca4ceMAAE1NTXA4HF3O/TGZTBGjL6mpqdBoNGhubo547wiCgGHDhsnlsSWiKMpVDhsbGxEIBKBSqZCRkQG1Wh31/RceUtLT06HVamG1WpGfn4+ioqJuQ0r4faVRm7y8PHl/LAFHmkckhcPw0R/pdm/nEUlhxrlsGQS3G6nLlsUlzDQvWQLPP16CwueDCEDh88Hzj5fQnJYW19Cw44wzEdi/P2LbQASlA088GdO6PAeeeDLhl90NtOkTsvH62t1ocHqRadRGzEky6dU4g4UbiJJWQheTXbVqFWbNmgWLxQJBELBs2bKI/aIo4oEHHpC/lZw+fTp27NiRmM4SdRC+QKtUVKGyshKlpaUoLy/HF198ge+++w5ffPEFPv74Y6xZswaNjY1YuXIlVq1aFTFfiPOEhg69Xt9jVTFpHZ9ol7BJ+4cNG4YRI0agpKQEBQUFMBqNUdsajUYUFBTIVdxKSkqQk5MjVzsMl5qaCoPBgJycHLm9tJDq6NGjkZqaioyMDBiNRmRkZCA1NRWjR4+OupCqFFKkYFJUVIRp06ahqKgIQHtI8Xg8URdg7Xjfjrq7r0RaqLWrMuEHM4+oeckSeF9dAKXbDYgilG43vK8uQPOSJTEfI9oxw0dZpLEEaXSlL8cOt+OMMxHYu1e+fUCfhg9HT8Wi4rPxgWok1sy8KC6PE00oShn3vrQbSvLS9Lj37GIYtSoccHhQa3fjgMMDo1aFe88uZtEGoiSW0JGktrY2TJo0CVdffTUuvPDCTvufeOIJPP/881i8eDFGjx6N+++/HzNmzMDWrVujrr1BFG8dR4PKy8tRXl6O/Px87Nq1C3V1ddi8eTPMZjMOHDgAt9sNu92OHTt2yAuw7tmzB3v27JGPycvmhi6popsgCJ1GcSSCIECj0cBoNMol2jvSarUwGo1wOByYOHEiCgsLUVNTA6VS2elyOJVKJb8/gf9VfVu5cqUcFPx+vzwilJKSElH1TSpaALSvsQO0r20kVXaTbncMG+HFDqLpLqREK5QQ630lHecRZWz6EerPP4P/rLPRePRRAHo3j6h5yRIc+NtTCDkcgCi2hxlRRMjhwIG/PQWg95eKDdRlaB0D0rqcCXjt8HPQpv7fB/CP/G787tfX4cr3Xz7ox6GDM31CNiZYTFgetk7SGROyGZCIklxCQ9LZZ5+Ns88+O+o+URTx7LPP4r777sPs2bMBAK+//jqys7OxbNky/N///d9AdpWGmI6V5LoKQi0tLXKFubS0NOzYsQNtbW3Ys2cPgsEgRFFEXV0d6uvrIYqivO4QHZoUCgUEQYBer4fD4Yi6SKs0iiRVhNNqtfD5fHKJdo1GA6D9SySTyQSr1Yrq6mqoVCoYDAZ4PB550VSdTgeVSoXq6mpkZmZGBAJprpDX64XBYEAoFIJWq4VeH/nBLDxsAO1BSZrbI4kWNqTbmzdvhs/ng3rFSmi//CKmkBKvgCPt3/PqAqiWLYPg8UD19tswuN0Y9dtrDjogRehDUKp7/ImYLkOre/yJPoWkjiNIrx1+DtwqLdLddigAhAC06Ez4V/ZxmN7i5ofzBLCk6VnFjmiQSdo5SdXV1aitrcX06dPlbWazGccddxzWrl3bZUjyer0Ra344HA4AgN/vh9/vj3qfrkjte3s/ir94nAubzYbdu3fDaDSioaEBXq8X69atg8vlgtvtxoEDB5CWloZdu3ahra0N+/fvlwsmNDU1QRRFBAKBqH3g5XIEtI8SKRQK2O12qNVqKJXKTgFIoVDA6XRCrVbLc4MUCoU82iNtCwQC2Lt3L/bu3QubzQaj0Qij0YimpiZ5TaH09HQA7e/tH3/8EVlZWbDZbKisrITBYMCYMWOwZ88etLW1ISUlBaNGjQLQHmwCgYA8UpSVlYVAIIDKykoAwOjRo+URovHjxyMrKyvq+z4rKwtjx46F67//hXrTj0AgAOUHH0DX1ob8q6/q8n7hj7n3tYVQffihHHBiuW84zapVSPvoI4i/jMgpXC6kffQRNOOK4L8otkvM6p97PnpAkvwSlOqfex7G88+P6Zj4/+3deXxU1d0H/s+dfZIw2UkyGCAoCIQliGxi61JQHgRrpYhLfwXLo62iPtaq1f4eWVyKtj/F2lqprYp1N+WxKi4VURFZFWRHZEkEsy+TTJbZ5/7+mNzLnX2STDKT5PN+vZDMnTN3zuSOQz4553wPADGGqoRSu3j9O7MjvxitWiNybM3y1D4VgAy7FY3GdHx4oBL/z/ShcXmurugL/572hT7Gy0B6rcmO16L3xPq9TtqQVF1dDQDyolxJXl6efF8oq1evxqpVq4KOf/TRR3KJ3M7auHFjlx5H8RfLtWhvb5dLAQNAS0sLtFotWlpa5KlNOp0OXq8XTqdT/m2/9L5i4KGukAK1xWKBWq2Wb0v7HCkrFHq9XjgcDgiCAI/HI7dzu93wer1Qq9UQRRHl5eUAgNbWVrS1tcmbpQK+96nFYoHb7Ybb7YbH48H777+PmpoaOJ1OecTI7XbLAf90x4iDzWZDeXl50Odre3u7vNeWWq1GRkYGvv76a3z99ddhX7dp1y4UfbUbbq8XToMBOrsdaR98gBMuJ76eOjXi98y0axdy3v8Aqo7RFlV7O0xvvx3TY5WPVweWnW5pQdVjf8CBAwdgjeE8Z7e2QhXDHjrO1la8//77Uc8nGRlrwRVR7NR5g55H8XWDwXRm3ZPiuNBxYNvew8huPNjl54r2/NF053V2R1/oY7wEvtZI78K+/lqTHa9Fcgo1zT2UpA1JXXX//ffjrrvukm9brVYUFhbisssug8lk6tS5XC4XNm7ciNmzZ0ddiE09S7oW48ePx/fff4/hw4cDAMrLyzF8+HDU19fj0KFDGDJkCDweD1pbW+UfJl0ul184crlcsNlscnltrhEiaTNeQRCg0WjkYCGRNmoVRRFqtdqvGiFwZgqdXq+HyWSC0+mUR5CkACOtH5LOZTAY5Peew+GQ20gjSdnZ2Tj//PMBAF999RUaGhqCpsvZbDY4HA65bUFBgTySBCDseh/AN0IkjSQpnXr+ebS/WYqUaxdh6E9/GvH71rx+PRq3boNdEGAAoK+rgzBoEDQpKUjZth2Z48cjPcxoTvP69Wj4eBO80saj8P0gr7HZYP54E8ZHeGyoxweK9TwAcHz5ioj3S9SiiLlz58bUFgCO//a+mNt25ryRnifbboUI3/dTWZnJCwACcEHJWMyN80hSb73O7ugLfYwX5WuV/r8Kp6+/1mTHa5GcpFlm0SRtSMrPzwcA1NTU+P1DXlNTI1dlCkX6QSWQVqvtctDpzmMpftrb23H8+HG4XC58/fXX8qL3EydOwGazweVyoaqqCgaDQS5HLP1mXiqjLf3gG/g3DVwqlQoqlQpGo1H+7GhpaZGDkhScjEajXBpbGglSBpuUlBQMGTIEU6ZMQX19PXbt2uVbq9Mx7U5ar6TT6TB16lTk5ORg165dqK+vh8FgkM8N+DZZnTp1qrymRqPRyG2lvtpsNjidTuTm5vq1HTp0KDQaDY4cOYLW1la/oNTc3Ay1Wh12vY+ltBTOvzwNjcsF51+eRmtWVti1MpbSUlie/btvHy+nA2i3+X4AaGmBV6WCKjUVlmf/7qvUF3AOS2kpGtY8Ca+i6IPyhwdvczMa1jwZ8rGSxqf/6vf4ULzNzWh8+q/IibaGVTFFO1q7nvq3IF7nnV59CO+OuABNBhMy7Fa/NUmpLhvmjDcn9N+zvvBvaV/oY7wMpNeaEBpNbHtvaTS8Fr0o1u910oakoqIi5OfnY9OmTXIoslqt2LlzJ2655ZbEdo561f79+7Fr1y5YrVbo9XpYrVY0NzfD4XDIG64CZwJPrMOo1H8oN9yVRmuUc461Wq287kcKPtLfKpUKgwYNwiWXXAIA2LVrF4AzQUmj0cils0eOHImmpiZUdOxF4/V6oVKp/AKS2WyWA4gyKHm9XjkgSXtlTZ06VQ4/er0eHo8nKCABvgIFUlv1J5/AvHsPKiefh7RLLw1qK7UHfIURNP/7AHTl5XAOHw7cc3fEgFT94EOA9H1zuXy3EbpYQeO6FyHabBC9Xqjb/UdzpPAiqFRoXPdi0OPrnvpzTAGn7qk/hw1JHosl4uM7266/GGxrwtJD7+G54ivQaEyXf32d6rJh6aH3YM74RaK7SDRgaAoK/AqrRGpHySehIam1tRXHjx+Xb5eVlWHv3r3IysrC0KFDceedd+Lhhx/GyJEj5RLgZrMZV3Vi4Sz1TVKFuYyMDJw+fRpWqxVOpxNlZWWw2+3y3kIcCRqYpJAjfa3RaKBWq+VRXykgKavAGY1GGI1GNDY2wmazySFJCkhScAHOBCWn0wmdToeUlBQ53FRWVgIAKioq5PuVAUkinW/Xrl1yoQVlQAL8w099fX3IgKRsW1JXh5YtX0Blt2P4li8waPz4sBXczGYzWpfdBnfHuiZdeTkK//I0zG/9X1DboIAkiRCUspYsjlje2tvcDMFoRO6SxUH3xSXgxPLb2c6060emVR/G2c0V2J4/Do0GE7LsVsyoPohcW+RgSkTxFUtA6kw76l0JDUlfffWV/NtbAPJaosWLF2PdunW499570dbWhptvvhlNTU248MIL8eGHH3KPpH5KKsvt8Xhw+PBhNDU1oaysTF7D4fF40DIANyMkH51OB4PBAFEU5TU/0vQ0rVaLwsJCFBcXo6ysTB7pkUaCjEaj31S4Tz/9VC7uERiQlOFGmkqnDDfSPkQA5FLZgQFJeS7VX56GsHUrxJkzMe6//zuojdlsxtgX/wn3kSPQjBkDc5hfAkkbnWpsNojwrblx/OM5WDIyQo62lF17HTxHjkDAmbnwniNHUHbtdSh6/TW/84YMSJIwQan9q90xlbdu/2p3cP8SGHAqmmz4WLFfzayxedEf1Afl2ppxZdnWRHeDaEDTFBbGNpJUWNgLvaHOSmhIuvjiiyOOBAiCgAcffBAPPvhgL/aKepIyCJ0+fRoTJkyAxWLBnj17oNFo0NbWBq/XC4/HwypzA5harYZarZbXk6nVaqSmpmL48OEoKirC/v375QCt0WhQWFiIiy66CGazGTk5OQDCj/SYzWYImzbB9eF/oF1wNcYrApJkwoQJvjbr/y9kG7PZjDHrXsRIKdh07OUWqOK390G9ZYuvtPSWLaj47X0Y8tijfm2UYSZUiAEU+/hI09g6jnubm0Pu31N27XWw790r31au97Hv3ev3HNUPPxI+IElcLlQ//Ijfc1jffjvyYxTtAl9zomw8XINHPzgCq+3M6/3n9nL8LH8splcfTmDPiOJIr49tnV2I9dsUX2KM+ybG2o56V9KuSaK+LzAQFRYWorKyEt99951c5riqqkouw82pcwNLeno68vLyUFFRgTbFfjKpqak466yzIIoi6urqYLPZYDQaMXz4cDnoZGRkoLa2FoBv81MpIAHRR3ospaUwvLsBeo8HwrsbYDnrrJCFBSK1iSXYVPz2PljfeefM3jui6LsNyKEhMMwAwSEmMCAFCgxKoc4ZyO85OlG0oC+raLLh0Q+OoNXhxmCTASpBgFcUUd/qwHPFV+Ds5gpORyOi+FOpgEhVdFWq8PdRQjEkUVxJwchkMqGurg7ff/896uvrAQDff/89XC4XR4j6KbVaHXRtBUHAsGHD0NLSgoaGBvl4dnY2FnSUZf7yyy/x7bffor29HSkpKRg1apQccr788suQQaegoAAFBQUYMmQIzjnnnJCFC6ZMmYKTJ09ixIgRfgGp/pm1cNfV+UZPWltR/8xaAGdGYuQ2HWuPYLH4tYkl2AQFJIkiKDm/+y5smFGer7NFDqIFJOVzxFutMQM78ovldTDTqw9hsK0p7s/TFR8froHV5pIDEgCoBAE5aXpUao3Ynj+O09Oof4h1U1JuXtrjcu+43fdLrtZWiB5PcAlwtRqqtDTk3nF7IrpHUTAkUVxUVlZi7969aG5uhqVjsbXD4YDVauUIUT8k7SUkSU1NxeWXX44jR47gm2++kYsijB49GosWLUJlZSXWr1+PxsZGZGVlYcGCBXJwiTTqEyroSPIPHoT5pZdhvHEJEGJNjuOu3yB77144SkqA118LDkgA4HLBXVcnhyAA/gGpg7uyEvXPrEX9s38PO79cCja6YcNCBySJKMY0VU06n0cRLiOJtV1P2ZE/Fs8VX4E27Zl9nN4dcQGWHnoPYxLYL0mN1TedRQpIEpUgACLQaOjcPnrUxwygKWhCSgrE1taY2lHPkn75Vvv/PQ7RavX/d6EjIA2++zdhq3hSYjEkUZdJFegKCwtx8uRJv7LIyj2JqG9Sq9WYNGkSAGD37t1y8Jk8eTKGDh2K//znP2hra5MD0oQJEzBhwgS88cYbOHbsGEaOHIlFixYB8I3sLFiwIGTgMZvNKP54E5yffgrdJZf4re8JDDqS5vXrMfitf8Pl9aJ65SoA4dfk2PfuxbHZlwEej39AknQEJWnKWrhRm8DgFIp97964jtB06lwJ3BS51piB54qvgE2jR5at2W9vnueKr8DlTTaYM4zRTtOj8ky+gj9eUfQLSl5RBAQgyx7b5oIUgiCE/6VAYLsEUZtM8NTVxdSur8v77b0RK08CgGA0Iu+39/ZirwauzIUL4fF4UPXYH6BxOuXjDEjJjyGJYqYsy33q1Cm0tbXB4XCgvLzcb1SBkpNUJTBUeFWr1TAajWhvb5fXi02aNAnz5s2T2xw+fBhjx471O7Z//345HEku3PM1Jrz/Pkxz5wIdIQkIH3gqfnsfXBs3QgDg2rhRLm4QGHSk6WeW0lLUPfQwBCkUeDx+QSnUdLio1YVcrqhT2ii8nfnFaNMakW1rlqeTqABk2K1oNKZj4+EaLL5geAJ7CMwam4d/bi9HfasDOWl6vzVJqS4bZlQfTGj/+jLTlVfGNDpquvLKXuhNaLl33B5TcOgP056kH7rDvV7BaETe7+7nD+e9KH3BAhw4cADmjzfB29IC1aBBDEh9AEMShRRYdCEjIwPffvstWlpaOELUR0mbrUqbn9psNnkfoSFDhmDOnDnYs2dPyDA002bDmM2fI6uoSD6W/cqrmCyFoY6QpFyLoyxSEC7wVPz2vqAfrqxvv43Wzz+HN2CPHGlEyF1ZCQSua+sISpGmww0EFU02vFM0s9fXBDV0TFULHCdQAYB4ZqpbIg3JMOL+/xqD1R8cQa2iPyajFj879F7fLtoQbWG4sl1PiTaalMBRJLkLOp2viliofgoCBJ2u9zvVQ6TRi+pHfg+1YvScASlxrFOnYvz48Wh+6WVkLVnMa9AHMCSRH2ltUU1NDWpqamBnWco+Q6fTITs7G7W1tXL4kabLWUpLMfLINzg2ZjQyFy7Eeeedhz2P/QG5O3agbvp0nLd0KcxmM8Q/PYWzpeDTEZKU++hI++W0f7VbDjfKkBOqmlu4wHN0xgVBxyXhjkcMQB5PtwNSTxUe6I2CBjvyx+Ll53ai8dwfycekNUE9Xd46u2OqmhcdwaiDFwCEM1PdEm3W2DyMNZuwUbFP0uyxeWj++y2J7lr3xBpAeiioWN9/3/eFWh38CwzpuNcL6/vvJ6wcfOO6FyGoVNAUFMBdU+PfT7Uamrw8iDYbGte92G9+eJVGLwre/wCizcaAlATSFyxAzrXXJrobFCOGpAFOmkKn1WpRWVkJj8eD1hgWfFLvMhgMUKvVaG9vl9cG6fV6uVqgTqfDzJkzcdFFF2HzAw/AuHEjbLNn46J582ApLUXl13shOJ047+u9MM+bB2zdirM3bYLodsO0aROMF85ERYjgk3L+ZP+NRl0uVC9fEfSb2LBTbUSx00EoUSIVHuhOyOip8ypJa4JcDnfINUE9Xd56WvUhvDviAjQZTMiwW/2eP9Vlw+wk2rDVnGEMmvrXh8eQAACmefMiFwsBAEGASTE6HNfnnzsX1g0bfDcCg5Ja7ftbpfL98iVBspYslgu0aPLyzgSljoAE+EZZspYsTlgfewJHL4i6jiFpgNq8eTN27doFh8PB9URJSKfTQaVSwel0IjU1FbNnzwYAfPv0X1G4dy9Ol5Rg1LJbId53H7Qny+AaUYSJv/sdLKWlGPx/bwEeDwb931uocLrQ8tFHUHUsFhWcTl/o8XoBqRyp2x02+FjffTd4Gk8STbeM1whNtMIDXQ0ZPXXeQDs61gSZ0/SQlgUr1wT1dHnrwbYmLD30Hp4rvgKNxnRABCAAqS4blh56D+aMX/TYcycz049/HNtanTCbEcdKGp0JG5QEAaYrr+yxURz5+QODkhSQ4AtyidxUWAoHyqDkaWiAOjtbbpNzy6/6ZYjg6AVR1zAk9XPSSJHb7UZtbS1EUYQtwsJV6h0ajQYejweiKEKtVqOwsBCGLV9g+IEDKB8/HmP/5w4ImzbBteE9aBdcjfETJsBSWgrNjh2Aw4GxO3ZAe/KkPL1Md7IseL2OxxP6B7RQe2OECz4JrJgWzY78sXg+TiM0O6IUHuhqyOip8waSylcHlbcGeq289fTqwzi7uQLb88fJoXVG9cGeG8GK4zocIS0ttpLJaWmx9Ewmh4cIQcn04x/HJTyEDUo9HJCCnr8jKAkGA8SOz5pEByRJYFDSn3MO3B0j2v01IBFR1zEk9XHKzVutVqv8d0VFBY4fPw6PxwNvEv+g258IggBRFKFSqaDT6VB49CjOPnQYJ8cVwzp1KjK++grD9x/AqZKJGH3bbbCUlsrT4iakpqJq3z6IbW2YsG8f0l95FS0ffQSNzQbhny+horoGLR99BEHa58PhCFp/M5AKFtQaM/B8HEdoGqMUHuhqyOip8waSyld7A8KutCaot8pb59qaYwp9gl4PMYY9a4QIe9aos7NjK+msGCkIpydLJkcKSvEKSMrn8nq9aNmwwReUeikgKZ8f8AUl0eHwTbFLkoAkUQYlV2UlBKORAYmIQmJI6qOkAgunTp1CQ0ODXLlM+kO9R6fTYcKECRj0wjpkHzmChjFjkHXhTGDvPqjsdoz/ei+MqWlw7vWFoHF7vkb6K69C99FHEG02DPr326jZ8B4Em833w3Rrq98PVKLNFtOUnb6mO1PlduQXo1VrRE6cRmiyohQe6GrI6KnzBpresSaovtWBtI7nUq4Jiljeuot73BhKSmLax8lQUhJ0TBXjnjWqCHvWyDvZRyjdrkpPj6mkc0+XTA4VlOIdkCT5v38EFRXfI/3AQZjmzu31gCK/1o4CMMkUkCTSdWxc9yLX6RBRWAxJfYRyxOj777/HqVOnUFtby0DUSzQaDXJycpC1Zw+G7duP0yUlKGiyIP3AQTinTkFesxXWI0cger0YfPgw8O23gMsFEYDGZpP3AQoVguByydNSBoruFjNoNJjOfD8VujpCMz1K4YGu7qHTU+cNJK0JennE7SHXBEUaVVOlpcHb0hL1OVQBU828LS2ATgcoNkcMotOFPHc8Ao5yJ/tQ51Glp3dqH5JwQSleFcF6MzzULFqEyS++CK1W22PPEcmQxx5NynCklLlwIcMREUXEkJSElIHo6NGjqKurg8fjgdVqhdfrhSdUiVXqFkEQkJKSgpycHKRu345h+/bju4kTkFtXh9yj36Jp3DicNXsW2rdtB9xujP38cwgdv3037tgJa8dv4wXA91v5jtCT+J1Bkk88ihlk2a0QEb8RmmiFB7q6riYe5xVSUiC2t0dtN8NajsuXTkPp6mdR+e13UdcEScUCBIMBaG2NWhlNMPiX8ZaqhXkslrCjL+rMzJDVwuIVcMKdp7MBKfB8UlCKd8nkvhAeiIjIhyEpyVRWVuLIkSNoaGjAzp070RLDb3gpNtKaIY1GA4PBgNbWVqSlpeGyV16FxmaDOyUFplt+hfbPtwAAxn2+BQJ8P9dm798P28GDEKSRu8AfKJOo4luyi0cxg54YoempwgPdOa+QkgJtQQGcJ05EbastKIA5w4j/eex/OjbpDf89VE71kkd1rNawldFUJlPQqI68tuOvz8DtdgdtWKnOzIy41iNeAcfvPHHYyZ5TsYiICGBISjhpbREApKamoqysDBaLBc0RpqFQZCNOnMCoo9/iZHExhrW3If3AQbRNmgTTsWMQrVYIJhPQ3g7R7ZZ/SBcBaNvbYXv8iaDRH/k2pzbGRTyKGfTUyE+shQd65byCAG1BAbKWLI5pappyxCbl/Mlo6VjzFnRaoxEp50+Wb/uFjMCg1BGQwoWOzIUL4fF4UPnkn6BxOCDa7RAMhqgBKeRzdyPgxDvYcCoWERExJCVQZWUl/vOf/6CiooIFFyKQQs+3544CAPnr4SdPIqehEQ052dDb7UhrbYNTr4fW6YQgipi0fbt8DtPu3QA6fjC3Ws983YHT4npPvIoZTOvtktMxMpSUwH7oUOhS6xK1GoJOF7Gamspk8p+qFrhJp/K4gqW0FPXPrIU6MxNenS5olEaVmiqXQJaCQMigFCUgSdIXLMCBAwdw1rbtvpDUyWph8Qo4DDZERBRPDEkJsnnzZmzfvh12uz3RXUkaocJQY1YmBtfWQe3xYMK+/VB5PFB7PJj81W55TVB2fYN8Dp3DwcDTi7pSoS6eU+V6auSnqwwlJchYcDVqy8oiTl8TdDrf1zEEn8Z1L0JQqaDJy4O7rs4/fGm10OTmQrTZ0LjuRWQuXIjGdS9CtNmgNZuBzEw4AXitVqhMJujOOgsA4KqslNtLujOqY506FZnjx6P5pZe7FHQYcIiIKNkwJPWizZs3Y9u2bXDEsD9IXxUu6GQ1WvyOObUaZFmacGpoIQBg2HenIAoCBK8XJXu+htrrhSCKMFmt0kwqfx1FEkLeR13S2cDT1Qp1PTVVrtu0WggaTcTRHQgCoNGEHCUSjEa4a2tR99SffaGmoADuqqqg6WuaggK4q6sBAJr8/KjBRyqQAACa3Fxfe68XUKmgyc2Vn1sadZLauy0WaDIz5WAkcVssfu2VujOqk75gAXKuvTbm9kRERMmMIamHKCvU7d27FxUVFf0uHAUGouIDB6H2eiEKAibs2w8AUHm9GNTSAo9ajQn79kPrcskjQAAwvPw7+WvpuEbxm3WpzLOouK3EgBRaTwee7lao66kiCV0mCL4RHa0WGrM5ZLiRRn0ElQpCenrQNDbdWWfBVVkJaDQQjL7vo19Q6ghIAKAaNEh+bLTgo9z8UmrvaWjw2yRVOb1N2V4KShK3xRLUPhBHdYiIiBiS4iJwD6O2tjZotVo4nU58/vnncEbaR6QPkUJRY1Ym8qproHW5oO4Y+RG8XqhFUR7ZCQw1Gre7U88VKgz1x/pxnQkzsbbtjcATjwp1PTZVTqMBQr3fpM1QA6fAqdXQ5OXB09QEseP/1VDhxtvWBm9rKwSDAbqzzgqaxiaN0OTc8isAilBTUBAUagbf/Rv/Np0IPgCgP+eciIEnVFCKJSARERGRD0NSNylLdu/fvx/t7e1wOp3weDx9cj8jZRDKarT4/T24tg46pxODrFa/EBM48qP8O1Bg2FFWlws8lgixBJF4telMmIm1bW8FnnhUqIurjn18RKcTqtRUqFJT4a6sPNOv9HR4W1t9X6el+b72eOSABADqjAykTJmC9i+/BBAcblSpqUi7+GK0f/kl3BaL3zS2cAEkllDTleDjqqyMWiChs+2JiIjoDIakbqisrMSXX36J06dPw2azwW6398lgBPjCkTRdTuX1ykHI1FEJblCIinCRKMNPLFPkkmHaXCxBJF5tOhNmOtO2twJPvCrUhR3dCUWqCOd0QtDp4LXZfH3uqMKmSk31Dzlmc9DoDAA5RIUbuZGqwwGhg4t0f7QRmlhCSleDT6xrhrjnDxERUdcwJHVBZWUltm7dipqaGthsNthstj5Xvnvqjh0Yeuo0XBoN9DFMB4wWYiKNHCWTcCM8sQQREUJc2uTamjsVZjrTtrcCT8wV6qQqbSqVX3ECwWg8U+EN8BvZUQYh0emUj6vS0s4EoV274AKg9nggGI1QpaZGDTmBU9zCjdxECy6dCTaxhJSuBJ/OhB2uMSIiIuo8hqROqqysxGeffYbTp0/D4XD0mXAkhSJ4vX4/CMcSkCThpsr1FZFGeGqNmVGDCIC4tLmybGunwkxn2sY/8Ngxo/6o/wO02uAKdYIAQadHqr0Fv/jmQ9/IVkeVNml0x2OxBG02CpwJLdJ9yhEhb1ub33EpjNS//joqn/wTBEGAqgshJlrAiRZcOhNsYgkpDDJERETJhSGpE/bv34/t27ejsbExaSvVBa4p0tvtnQpCofSHTVejjRRNqjsGILYgEo82nQkznWnblT2IBtua8N/HNuIfIy9TlOQWkCY6cVtaHQoG6eBxG/0CTsqUKZjx0Uc4e9uz2DF0EuyXXI5hU0swtewraA40QMzM9Asg0uiOaLOFDS2iShX6MQHHgTMbmBZ+vRfZNy7pVIiJNeBECy4MNkRERP0XQ1KM9u/fjy+++ALNzc0JDUhSCJL2GWo3GpBis6PdaEBqu03ePyiwuEKseiIERZriFq64Qaj7ciPcF+lxg21NUaesWXS+ksyxBJF4tOlMmOlM28H25qARHoii3x5EyqluUvCZ6a7FhLQybPquDQ0qPbK9DsybPwNjbrgXltKikAHHcv5kaNe9iJt+dikyF17l68AFw2HRiUEBpCuhJVqYsU6dimErV0Kr1SKUSCGGAYeIiIgiYUiKwYEDB7Bjxw40NTX1ajnvESdOYOLXe6HxeODUaqF3OoMKIaS1tfv9Lels2IlHOAoVUE6mm0NOcbuwcj++ME8IOfUNQNhpcV29L9qUtQxHC1JdtohBRIQQNazE0gbo3Iaqg21NWPrNh3hu9Jzgtt98iFy71S/4XGCrwDlfvYjtQ8ajMS0LBQXZOG/Pe8ipr4AqPd1vbY5ylGbkwoUoKi1VhJKfAogcYsKtsenM8a4+hoiIiKinMCRF0d7ejn379qGxsRHuTu710x0jTpzApK92Q91R9UuaMtedMNOTU+VCrfd56+wL4VL7fsuvnOLWYEzHv865BGmudmQHTH3727j5ECDAqdYETYvr6n3PFV+BS77fAyD8CE9hax0m130bNbTEEmxiDT9+G6oaTciydWyo6m6XNy4FfEUOLhQbMDGtHB8fa0QD9MiGA7NGZmGQ2AAxIyNof548mw0/aTqCnOukqWvmkCMy3Q0+RERERP0RQ1IEVVVVaGpqgsvlintAUq4dMn9fAa3HI0+VC1U2u7vieb7AEaORTadDrvepSs2BXaNDYUuNHExUADReDzwqFTRej9/xDLsVlWk5AAQMaa0LmhbX1fsajekQRSHqSFGurflMaOl4bdJxiV+widamYBwa9SZkOayYUXUIg+EA9HpApZKrtw322vHj6j2+/X3S0qAb4duU1NvW5rtuEUd6fOt2uhp+GHyIiIiIQmNIiqC8vBxWqxU2my0u55P2ItK43RBVKr/9iJSSdbQICD1iJAJwqTQoaGvwCyg6jws2rR7tWiN0jla5vUdQAyLgUan9zq0CIHbEplDT4rp6H0TApdbGNMKTa2sO2kdIoikshPv06eA2ggBDSQmcZWXwtrRANWgQzr74YuR99pl8O+0y3yak0roeqXpb4G2p4po0JS5a2GH4ISIiIoo/hqQILBZLXALSiBMnMO7AQWgdDnn6XLzEKxSFWk8EIKYRo8q0XDjUWrhVami9ZzbT1YoeX0AJCENq0QMIgNrrv/GuF4Cg+G/gtLiu3icVTIhlFMhQUgL7oUO+PX20WhiKi2E/dAimuXMx5LFHUfHb+2B9/32Y5s4FAPnrIY89GjSq093bABh2iIiIiBKAISmMyspK7N+/v9vnmbpjB4aXfxeHHvmLNRzFEn50HifWj7zYb3TozZGXAALgFc5EjnAjRqkuG+waHVq1RmQqRoyMThsEgwlOlVYOL14AbpUaaq8XbpXa73iTwYR0RysECCGnxXX1PmXBBGkUSJWZCa/FAkNJCXTDhkUMO0pDHnsUQx571O+2JNooT2dvExEREVFiMCSFsXXrVng8nugNA0hrjeKxP1EoUjiJV/jxQkCb1giD24G89kaoADgENb435QEACltqoPN6Io4YpTltaDSY0Ko1It3RKgeUNn0qMu1W6LwevyluaS4b5pTvxBdDJoSc+gYg7LS4zt6X5nbgF4ffR54O0J1b4jcqpBQp7BARERHRwMKQFMbp06c7/ZhLN25ETkNjD/QGqFOEomZdCvbljoRdo5Pv72r4sejT4BFUsGt08KjUUHk9sOmMcgEJaT1RpBEjteiB0e2ANiAMSeEl3BS3ud/tCDv1ze8xDitmVB30VcLTanH2tmexfchENBoGIautCRc0HceIH06H/eBBTL/AhM+a1Di1+yCGTh6HizO00JXZkXXrbxh8iIiIiCgmDElhWK3W6I3QM8GoLmCUSDki5IWAFl0KAGBwuwWDXLZuhR+PoIYKIkRBhTatERmOVrgF3xoiAb6pcZJwI0ZNBhMyHS34zZ7X8W3G0JChJ1QxBLkAQseGpxJNYSHG33wThqx7EVnXXw4AaHihCqcn/Qjjx4+H7qWXcfPiWQA6ChvctcwvAI0BAPzkzBPd8NPuXA4iIiIiGmAYkkLYsGFDxPun7tiBYeXf9UiZ7sDqcYEjQlZ9WkfQEdFgTIfB44RN2/XwoxF90+bEMMc0iml10UaMRltOY7Ql/AicKjMTumHDYN+7F0JKCsT2dhhKSlD0+msh2yuDT9pVV+HQ++8jfe5c5Fx7bcg2RERERETxwJAUYMOGDfjqq69C3jfixAlM/HovtHHcM0nAmfVFp9Ny8cWQiQBEeZPVwBEhKehoOwoftGmN3Qo/qU4bmvRpcAtqudqc0WmDaDABAFJcvup+kUaMLmg6gRE/nAbr+8dgKC6Gt6UFWUsWAwguYU1ERERElOwYkgLs3r075PF4VqkLt77IrtbCrtFD7fXA6HYizWULGhFSBh3AF4CkwNOV8KMWPTC4nbBp9HCpNag3pAMCkGm3AoIAqz4t9IhRcwVUgwZh8N1n1voEFkMAONJDRERERH0PQ1IAMcQ+RvEKSIHT6QLXF0EEnGodREFAvTEdeo8zaEQo3d6Kpo7RJSkUdTf8pDtbsfTQBjjUOr/1RICA7fnFaDSakO2xYYblBPJcrRDT0yHodMi943aGICIiIiLqdxiSopj77rtIa2vv1GNqjRnYmV+MBoMJ2R2bsB7LKAyaThe4vmiQsw0AoPZ64emYShc4IqQVPci2NaE2JQsA4FRr4DakdTL8IPyGqoIAqFSA1wsIAn5cvQeqtDTk3nE7gEs5fY6IiIiI+j2GpAi6EpB25I/F88VXoLWjmIJTpYFDrYPe44RXEPym0wWuLwIAleiVR4ncKnXYEaHB7Y2YVHccJmd7bOEnwJXl2wCtFvB4ALX6zB+PB4JeD0GrDTlaxHBERERERP0dQ1IYl27c2KURpOeLr0C7Ro9sWzM8ghoVg3LhEQQ41Fqkuux+0+mkkSNpgp8oqJBja0K9MQNuQQW7WotGY3rYEaFQAShUqW3odEHhJ/WCC2A/eBCGceNC/s3RIiIiIiIaqBiSQpi6Y0fQ3kfKKXQ6jwsQAKdKi2y7Fec0ncbxjELsyB+LBkM6Bnds3mrVGeEVVNB6PfCo1PB0jBZJ0+kA/5EjjdeDFJcdqRrfuqIfVO7HWS11EUeEgggCBKMxbBhi+CEiIiIiiowhKcDUHTsw7LtTfseUU+hcKg1sGj0AwOh2AIA8nc6jUsOh1qIyLRc5tma/0twAoPZ6/EKRKKiC1hc1GtOR1lFFbnr14cidVathGD8e3pYWjgQREREREcUJQ1KAoadOQ1BUuFNOoTPZW1E1KBeCKEIUAIdaCwDydDqTsw0ulQaeMNPpdF43UgKm0wGh1xcFjhwJKSkQXS6/fYgYgoiIiIiI4o8hKUC70eC3FmlnfjFatUZk25rRrE+DV1BB7fVAEH1FGQBA63X7TZ/zQoBHUMm3XSo11KIXqS4b1F5PTNPphJSUsMUTiIiIiIio5zAkBQgs1tBgMEGAb8qcJ2D6nPSFdNuv8AJUaNcYofO4IKp1MHhcaNalAQLCTqcTjEao0tLkdUQcLSIiIiIi6n0MSVFk262+9UPwbdAKyNsQyfPopOl0Gq8HaS47dO461KZmYnTjKUyvPoxRTafwbcZQ/8p0dqu8pshVUQEAHDEiIiIiIkoCDElRTKs+hHdHXIAmgwmpjjY069N8hReEM6FJOZ3OC6BVn4psuxW/3vumPI1utOU0DCUlcNVXAGk65P5uFQMREREREVESYkiKYrCtCUsPvYfniq9AiyENOrcLNq2vup3B44QIX3U75XS61I7pdLm2ZmgKCzFy40eJfRFERERERBQzhqQYTKs+jBHNFdiRPw4NBhP0HhdEQYRLpUOW3RpyOt3Zl12MIY+tT3TXiYiIiIiokxiSYpRra8b8sq1+xwTF16Mtp+Wv8x96kFPpiIiIiIj6KFWiO9DfMCAREREREfVtDElxpCksZEAiIiIiIurjkjokrVy5EoIg+P0ZPXp0jz6nEL1JyHYs0EBERERE1D8k/Zqk4uJifPzxx/JtjabnuyzgzN5H4e73o9MxIBERERER9RNJH5I0Gg3y8/N7/XnDBaWggCQIGLN/X893iIiIiIiIekXSh6Rjx47BbDbDYDBgxowZWL16NYYOHRq2vcPhgMPhkG9brVYAgMvlgsvl6tRzBwaloICkVuOcvV93+rzUedL3mN9rAvh+SCa8FsmF14MkfC8kD16L5BLrdRBEUYw0syyhPvjgA7S2tuLcc89FVVUVVq1ahYqKChw8eBCDBg0K+ZiVK1di1apVQcdfffVVpKSkRH3Okb+9L+b+HXvs0ZjbEhERERFRYrW3t+P6669Hc3MzTCZT2HZJHZICNTU1YdiwYXjiiSewdOnSkG1CjSQVFhaivr4+4jdCcnz8BL/bIsIXczjnwP5Yu07d5HK5sHHjRsyePRtarTbR3aEE4/shefBaJBdeD5LwvZA8eC2Si9VqRU5OTtSQlPTT7ZQyMjIwatQoHD9+PGwbvV4PvV4fdFyr1cb9jck3eu/rietIfRffD8mD1yK58HqQhO+F5MFrkRxivQZJXQI8UGtrK06cOIGCgoKee5IQAatb7YiIiIiIqE9J6pB09913Y/PmzSgvL8e2bdvwk5/8BGq1Gtddd12PPWf+//6/QLSEqdX62hERERERUb+T1NPtvv/+e1x33XVoaGhAbm4uLrzwQuzYsQO5ubk99pyZCxcCAKpXrgI8nuAGajXylz8gtyMiIiIiov4lqUPS66+/nrDnVqWlwdvcHPI4ERERERH1X0kdkhLBUlqK+mfWQpWaClVKClxVVfJ9GrMZAFD/zFoA4GgSEREREVE/lNRrkhKhcd2LEG02aDIzoc7MhDsjA4JOB43ZDE1mJjSZmRBtNjSuezHRXSUiIiIioh7AkBQga8liCEYj3BYLAMCTmgrdOedAk5kJAHBbLBCMRmQtWZzIbhIRERERUQ9hSAqQuXAhcm75FQDA0xGUJFJwyrnlV5xqR0RERETUTzEkhaAMSuq2NgAMSEREREREAwVDUhiZCxci85c3A4BcvIEBiYiIiIio/2NIiiB9wQI0/OhSqDMzGZCIiIiIiAYIlgCPwjp1KoatXAmtVpvorhARERERUS/gSBIREREREZECQxIREREREZECQxIREREREZECQxIREREREZECQxIREREREZECQxIREREREZECQxIREREREZECQxIREREREZECQxIREREREZECQxIREREREZECQxIREREREZECQxIREREREZECQxIREREREZECQxIREREREZECQxIREREREZECQxIREREREZECQxIREREREZECQxIREREREZECQxIREREREZECQxIREREREZECQxIREREREZECQxIREREREZECQxIREREREZECQxIREREREZECQxIREREREZECQxIREREREZECQxIREREREZECQxIREREREZECQxIREREREZECQxIREREREZECQxIREREREZECQxIREREREZECQxIREREREZECQxIREREREZECQxIREREREZECQxIREREREZECQxIREREREZECQxIREREREZECQxIREREREZECQxIREREREZECQxIREREREZECQxIREREREZECQxIREREREZECQxIREREREZECQxIREREREZECQxIREREREZECQxIREREREZECQxIREREREZFCnwhJTz/9NIYPHw6DwYBp06Zh165die4SERERERH1U0kfkt544w3cddddWLFiBfbs2YOJEyfi8ssvR21tbaK7RkRERERE/VDSh6QnnngCN910E2688UaMHTsWa9euRUpKCp5//vlEd42IiIiIiPohTaI7EInT6cTu3btx//33y8dUKhVmzZqF7du3h3yMw+GAw+GQbzc3NwMAGhsb4XK5OvX8LpcL7e3taGhogFar7cIroHjhtSAlvh+SB69FcuH1IAnfC8mD1yK5tLS0AABEUYzYLqlDUn19PTweD/Ly8vyO5+Xl4Ztvvgn5mNWrV2PVqlVBx4uKinqkj0RERERE1Le0tLQgPT097P1JHZK64v7778ddd90l3/Z6vZg8eTL27NkDQRA6dS6r1YrCwkKcPn0aJpMp3l2lThho12LKlCn48ssvE92NiBLZx958P/TU64zneeNxrq6eY6D9v5nsBtL14OdkZPycjP+5+DnZP4iiiMmTJ8NsNkdsl9QhKScnB2q1GjU1NX7Ha2pqkJ+fH/Ixer0eer0+6FikpBiNyWTimzpJDJRroVark/51JkMfe+P90FOvM57njce5unuOgfL/Zl8xEK5HMnwGRZMMfeTnZPzOxc/J/kOn00GlilyaIakLN+h0OkyePBmbNm2Sj3m9XmzatAkzZsyI+TzLli3rie4R9Zi+8J7tC32Mh556nfE8bzzONVCuJ/UffeE92xf6GA/8nKS+JpZrKYjRVi0l2BtvvIHFixfjb3/7G6ZOnYonn3wSb775Jr755pugtUrxZrVakZ6ejubmZib/BOO1ICW+H5IHr0Vy4fUgCd8LyYPXom9K6ul2ALBo0SLU1dVh+fLlqK6uRklJCT788MMeD0iAb5reihUrgqbvUe/jtSAlvh+SB69FcuH1IAnfC8mD16JvSvqRJCIiIiIiot6U1GuSiIiIiIiIehtDEhERERERkQJDEhERERERkQJDEhERERERkQJDUgiff/455s+fD7PZDEEQ8O9//zvRXRqwVq9ejSlTpmDQoEEYPHgwrrrqKhw9ejTR3aIEWblyJQRB8PszevToRHdrQIj2uSiKIpYvX46CggIYjUbMmjULx44dS0xn+7lYPhftdjuWLVuG7OxspKWlYcGCBUEbs1PfF+0zke+DnhWPz8XGxkbccMMNMJlMyMjIwNKlS9Ha2tqLr4LCYUgKoa2tDRMnTsTTTz+d6K4MeJs3b8ayZcuwY8cObNy4ES6XC5dddhna2toS3TVKkOLiYlRVVcl/vvjii0R3aUCI9rn4hz/8AU899RTWrl2LnTt3IjU1FZdffjnsdnsv97T/i+Vz8de//jXeffddlJaWYvPmzaisrMTVV1+dwF5TT4n0mcj3Qc+Kx+fiDTfcgEOHDmHjxo3YsGEDPv/8c9x888299RIoEpEiAiC+9dZbie4GdaitrRUBiJs3b050VygBVqxYIU6cODHR3RjwAj8XvV6vmJ+fL/7xj3+UjzU1NYl6vV587bXXEtDDgSXwc7GpqUnUarViaWmp3ObIkSMiAHH79u2J6ib1gEifiXwf9K6ufC4ePnxYBCB++eWXcpsPPvhAFARBrKio6LW+U2gcSaI+pbm5GQCQlZWV4J5Qohw7dgxmsxkjRozADTfcgFOnTiW6SwNeWVkZqqurMWvWLPlYeno6pk2bhu3btyewZwND4Ofi7t274XK5/K7H6NGjMXToUF6PfijcZyLfB4kVy+fi9u3bkZGRgfPPP19uM2vWLKhUKuzcubPX+0z+GJKoz/B6vbjzzjsxc+ZMjBs3LtHdoQSYNm0a1q1bhw8//BDPPPMMysrK8IMf/AAtLS2J7tqAVl1dDQDIy8vzO56XlyffRz0j1OdidXU1dDodMjIy/NryevQ/kT4T+T5IrFg+F6urqzF48GC/+zUaDbKysniNkoAm0R0gitWyZctw8OBBrkEZwP7rv/5L/nrChAmYNm0ahg0bhjfffBNLly5NYM+IEoOfiwNbpM9Eo9GYwJ4R9X0cSaI+4bbbbsOGDRvw6aef4qyzzkp0dyhJZGRkYNSoUTh+/HiiuzKg5efnA0BQ1ayamhr5Poq/cJ+L+fn5cDqdaGpq8mvP69H/KT8T+T5IrFg+F/Pz81FbW+t3v9vtRmNjI69REmBIoqQmiiJuu+02vPXWW/jkk09QVFSU6C5REmltbcWJEydQUFCQ6K4MaEVFRcjPz8emTZvkY1arFTt37sSMGTMS2LP+Kdrn4uTJk6HVav2ux9GjR3Hq1Clej35O+ZnI90FixfK5OGPGDDQ1NWH37t1ym08++QRerxfTpk3r9T6TP063C6G1tdXvN9NlZWXYu3cvsrKyMHTo0AT2bOBZtmwZXn31Vbz99tsYNGiQPEc3PT2dUwkGoLvvvhvz58/HsGHDUFlZiRUrVkCtVuO6665LdNf6vWifi3feeScefvhhjBw5EkVFRXjggQdgNptx1VVXJa7T/VS0z8X09HQsXboUd911F7KysmAymXD77bdjxowZmD59eoJ7T/EU6TOR74Oe193PxTFjxmDOnDm46aabsHbtWrhcLtx222249tprYTabE/SqSJbo8nrJ6NNPPxUBBP1ZvHhxors24IS6DgDEF154IdFdowRYtGiRWFBQIOp0OnHIkCHiokWLxOPHjye6WwNCtM9Fr9crPvDAA2JeXp6o1+vFH/3oR+LRo0cT2+l+KpbPRZvNJt56661iZmammJKSIv7kJz8Rq6qqEtdp6hHRPhP5PuhZ8fhcbGhoEK+77joxLS1NNJlM4o033ii2tLQk4NVQIEEURbGX8hgREREREVHS45okIiIiIiIiBYYkIiIiIiIiBYYkIiIiIiIiBYYkIiIiIiIiBYYkIiIiIiIiBYYkIiIiIiIiBYYkIiIiIiIiBYYkIiIiIiIiBYYkIiLqtz777DMIgoCmpqZunWf48OF48sknu3WOH/7wh3j11Ve7dY6etHbtWsyfPz/R3SAiSgoMSUREfdiSJUsgCAIEQYBWq0VRURHuvfde2O32mM8RryDRHVIfpD95eXlYsGABTp482a3zXnDBBaiqqkJ6enqceto177zzDmpqanDttdeivr4e+fn5+P3vfx/U7pprrsH06dPh8Xh6vY+/+MUvsGfPHmzZsqXXn5uIKNkwJBER9XFz5sxBVVUVTp48iTVr1uBvf/sbVqxYkZC+uFyubj3+6NGjqKysRGlpKQ4dOoT58+d3OTC4XC7odDrk5+dDEIRu9au7nnrqKdx4441QqVTIycnBs88+i1WrVuHAgQNym9LSUmzYsAEvvvgi1Gp1XJ/f4/HA6/VGbKPT6XD99dfjqaeeiutzExH1RQxJRER9nF6vR35+PgoLC3HVVVdh1qxZ2Lhxo3y/1+vF6tWrUVRUBKPRiIkTJ+Jf//oXAKC8vByXXHIJACAzMxOCIGDJkiUAQk8xKykpwcqVK+XbgiDgmWeewZVXXonU1FQ88sgjWLlyJUpKSvDSSy9h+PDhSE9Px7XXXouWlpaor2Xw4MEoKCjAD3/4QyxfvhyHDx/G8ePHAQBvv/02zjvvPBgMBowYMQKrVq2C2+2O2JdQo2Tr169HcXEx9Ho9hg8fjscff9yvD7W1tZg/fz6MRiOKiorwyiuv+N0viiJWrlyJoUOHQq/Xw2w244477gj7murq6vDJJ5/4TWW78sorcf3112Px4sVwuVyoq6vDsmXL8Oijj+Lcc8+N+lqfeOIJjB8/HqmpqSgsLMStt96K1tZW+f5169YhIyMD77zzDsaOHQu9Xo9Tp07hs88+w9SpU5GamoqMjAzMnDkT3333nfy4+fPn45133oHNZot6rYiI+jNNojtARETxc/DgQWzbtg3Dhg2Tj61evRovv/wy1q5di5EjR+Lzzz/Hz372M+Tm5uLCCy/E+vXrsWDBAhw9ehQmkwlGo7FTz7ly5Uo8+uijePLJJ6HRaPD888/jxIkT+Pe//40NGzbAYrHgmmuuwaOPPopHHnkk5vNK/XA6ndiyZQt+/vOf46mnnsIPfvADnDhxAjfffDMA+I2aBfYlcLre7t27cc0112DlypVYtGgRtm3bhltvvRXZ2dlyOFyyZAkqKyvx6aefQqvV4o477kBtba18jvXr12PNmjV4/fXXUVxcjOrqauzbty/s6/jiiy+QkpKCMWPG+B3/05/+hPHjx+Ohhx7CkSNHMG7cONx+++0xvVaVSoWnnnoKRUVFOHnyJG699Vbce++9+Otf/yqfv729HY899hj+8Y9/IDs7G1lZWSgpKcFNN92E1157DU6nE7t27fIbZTv//PPhdruxc+dOXHzxxbFeKiKi/kckIqI+a/HixaJarRZTU1NFvV4vAhBVKpX4r3/9SxRFUbTb7WJKSoq4bds2v8ctXbpUvO6660RRFMVPP/1UBCBaLBa/NsOGDRPXrFnjd2zixIniihUr5NsAxDvvvNOvzYoVK8SUlBTRarXKx+655x5x2rRpYV9HYB8qKyvFCy64QBwyZIjocDjEH/3oR+Lvf/97v8e89NJLYkFBQcS+BJ73+uuvF2fPnu3X5p577hHHjh0riqIoHj16VAQg7tq1S77/yJEjIgD5e/H444+Lo0aNEp1OZ9jXo7RmzRpxxIgRIe/btGmTqFarRZPJJJaXl4uiKMb0WgOVlpaK2dnZ8u0XXnhBBCDu3btXPtbQ0CACED/77LOI/c3MzBTXrVsX9XUREfVnHEkiIurjLrnkEjzzzDNoa2vDmjVroNFosGDBAgDA8ePH0d7ejtmzZ/s9xul0YtKkSXF5/vPPPz/o2PDhwzFo0CD5dkFBgd9oTDhnnXUWRFFEe3s7Jk6ciPXr10On02Hfvn3YunWr30iUx+OB3W5He3s7UlJSwvZF6ciRI/jxj3/sd2zmzJl48skn4fF4cOTIEWg0GkyePFm+f/To0cjIyJBvL1y4EE8++SRGjBiBOXPmYO7cuZg/fz40mtD/pNpsNhgMhpD3XXrppZg+fTpKSkrk0b9YXuvHH3+M1atX45tvvoHVaoXb7Q76Xuh0OkyYMEE+R1ZWFpYsWYLLL78cs2fPxqxZs3DNNdegoKDAr09GoxHt7e0Rv49ERP0dQxIRUR+XmpqKc845BwDw/PPPY+LEiXjuueewdOlSeZ3Ke++9hyFDhvg9Tq/XRzyvSqWCKIp+x0IVZkhNTQ06ptVq/W4LghC1cAAAbNmyBSaTCYMHD/YLWa2trVi1ahWuvvrqoMcoA0iovsRbYWEhjh49io8//hgbN27Erbfeij/+8Y/YvHlz0OsGgJycHFgslrDn02g0fgEr2mstLy/HvHnzcMstt+CRRx5BVlYWvvjiCyxduhROp1MOSUajMahgxQsvvIA77rgDH374Id544w387//+LzZu3Ijp06fLbRobG5Gbm9vp7wsRUX/CkERE1I+oVCr87ne/w1133YXrr7/eb9H+RRddFPIxOp0OAIKqyOXm5qKqqkq+bbVaUVZW1nOdB1BUVOQ3aiM577zzcPToUTkMdtWYMWOwdetWv2Nbt27FqFGjoFarMXr0aLjdbuzevRtTpkwB4Ku4F1ge3Wg0Yv78+Zg/fz6WLVuG0aNH48CBAzjvvPOCnnPSpEmorq6GxWJBZmZm1D5Ge627d++G1+vF448/DpXKV3/pzTffjOXly/2ZNGkS7r//fsyYMQOvvvqqHJJOnDgBu90et1FGIqK+iiGJiKifWbhwIe655x48/fTTuPvuu3H33Xfj17/+NbxeLy688EI0Nzdj69atMJlMWLx4MYYNGwZBELBhwwbMnTsXRqMRaWlpuPTSS7Fu3TrMnz8fGRkZWL58edxLU8dq+fLlmDdvHoYOHYqf/vSnUKlU2LdvHw4ePIiHH3445vP85je/wZQpU/DQQw9h0aJF2L59O/7yl7/IBQ/OPfdczJkzB7/85S/xzDPPQKPR4M477/QrZrFu3Tp4PB5MmzYNKSkpePnll2E0Gv2KZShNmjQJOTk52Lp1K+bNm9ft13rOOefA5XLhz3/+M+bPn4+tW7di7dq1Uc9bVlaGZ599FldeeSXMZjOOHj2KY8eO4ec//7ncZsuWLRgxYgTOPvvsqOcjIurPWAKciKif0Wg0uO222/CHP/wBbW1teOihh/DAAw9g9erVGDNmDObMmYP33nsPRUVFAIAhQ4Zg1apVuO+++5CXl4fbbrsNAHD//ffjoosuwrx583DFFVfgqquuStgPz5dffjk2bNiAjz76CFOmTMH06dOxZs2asMEknPPOOw9vvvkmXn/9dYwbNw7Lly/Hgw8+KFe2A3xT0sxmMy666CJcffXVuPnmmzF48GD5/oyMDPz973/HzJkzMWHCBHz88cd49913kZ2dHfI51Wo1brzxxqBS4l19rRMnTsQTTzyBxx57DOPGjcMrr7yC1atXRz1vSkoKvvnmGyxYsACjRo3CzTffjGXLluGXv/yl3Oa1117DTTfdFFM/iYj6M0EMnHBOREREcVVdXY3i4mLs2bOn08Gutxw6dAiXXnopvv32W6Snpye6O0RECcWRJCIioh6Wn5+P5557DqdOnUp0V8KqqqrCP//5TwYkIiJwJImIiIiIiMgPR5KIiIiIiIgUGJKIiIiIiIgUGJKIiIiIiIgUGJKIiIiIiIgUGJKIiIiIiIgUGJKIiIiIiIgUGJKIiIiIiIgUGJKIiIiIiIgUGJKIiIiIiIgU/n/NoYhAQ0IYHAAAAABJRU5ErkJggg==", + "text/plain": [ + "
    " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig = plt.figure(figsize=(10, 6))\n", + "ax = fig.add_subplot(111)\n", + "\n", + "\n", + "# No-Corrected Sampled AM values\n", + "ax.semilogx(\n", + " T_annmax_sim,\n", + " np.sort(am_uncorrected.isel(n_sim=0).values),\n", + " color=\"tab:gray\",\n", + " linewidth=0,\n", + " marker=\"D\",\n", + " markersize=5,\n", + " alpha=0.4,\n", + " label=\"Sampled Annual Maxima\",\n", + ")\n", + "for sim in final_simulated_data.n_sim.values[1:]:\n", + " ax.semilogx(\n", + " T_annmax_sim,\n", + " np.sort(am_uncorrected.isel(n_sim=sim).values),\n", + " color=\"tab:gray\",\n", + " linewidth=0,\n", + " marker=\"D\",\n", + " markersize=5,\n", + " alpha=0.4\n", + " )\n", + "\n", + "\n", + "# Corrected Sampled AM values\n", + "ax.semilogx(\n", + " T_annmax_sim,\n", + " np.sort(am_corrected.isel(n_sim=0).values),\n", + " color=\"tab:red\",\n", + " linewidth=0,\n", + " marker=\"D\",\n", + " markersize=5,\n", + " alpha=0.8,\n", + " label=\"Corrected Sampled Annual Maxima\",\n", + " )\n", + "for sim in final_simulated_data.n_sim.values[1:]:\n", + " ax.semilogx(\n", + " T_annmax_sim,\n", + " np.sort(am_corrected.isel(n_sim=sim).values),\n", + " color=\"tab:red\",\n", + " linewidth=0,\n", + " marker=\"D\",\n", + " markersize=5,\n", + " alpha=0.8\n", + " )\n", + "\n", + "\n", + "# Historical AM values\n", + "ax.semilogx(\n", + " T_annmax,\n", + " np.sort(am_hist),\n", + " color=\"tab:blue\",\n", + " linewidth=0,\n", + " marker=\"o\",\n", + " markersize=5,\n", + " alpha=0.8,\n", + " label=\"Historical Annual Maxima\",\n", + ")\n", + "\n", + "ax.set_xlabel(\"Return Periods (Years)\")\n", + "ax.set_ylabel(f\"{extr_corr.var}\")\n", + "ax.set_xscale(\"log\")\n", + "ax.set_xticks([1, 2, 5, 10, 20, 50, 100, 250, 1000, 10000])\n", + "ax.get_xaxis().set_major_formatter(plt.ScalarFormatter())\n", + "ax.set_xlim(left=0.9, right=n_year_sim + 100)\n", + "ax.set_ylim(bottom=0)\n", + "ax.legend(loc=\"best\")\n", + "ax.grid()" + ] } ], "metadata": { From 93e825ad2fdc879c72b76a96139fd29cb4552958 Mon Sep 17 00:00:00 2001 From: FaugereE Date: Mon, 15 Dec 2025 18:03:36 +0100 Subject: [PATCH 31/31] [EJP] example xyz mesh generation santander --- toolkit/mesh/XYZ_grid.ipynb | 755 ++++++++++++++++++++++++++++++++++++ 1 file changed, 755 insertions(+) create mode 100644 toolkit/mesh/XYZ_grid.ipynb diff --git a/toolkit/mesh/XYZ_grid.ipynb b/toolkit/mesh/XYZ_grid.ipynb new file mode 100644 index 00000000..0bff8c76 --- /dev/null +++ b/toolkit/mesh/XYZ_grid.ipynb @@ -0,0 +1,755 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "234adcf7", + "metadata": {}, + "source": [ + "# pymesh2D: Mesh Generation from XYZ Bathymetry\n", + "\n", + "[![GitHub](https://img.shields.io/badge/GitHub-pymesh2d-blue?logo=github)](https://github.com/GeoOcean/pymesh2d)\n", + "\n", + "This notebook demonstrates how to use **pymesh2D** to generate unstructured triangular meshes from bathymetric data stored in XYZ format. \n", + "`pymesh2D` is a Python-based mesh generator for two-dimensional polygonal geometries, providing Delaunay-based triangulation algorithms.\n", + "\n", + "**Repository:** [https://github.com/GeoOcean/pymesh2d](https://github.com/GeoOcean/pymesh2d)\n", + "\n", + "---\n", + "\n", + "## Table of Contents\n", + "\n", + "1. [Data Loading](#1-loading-xyz-bathymetric-data)\n", + "2. [Coastline Extraction](#2-coastline-polygon-extraction)\n", + "3. [Polygon Preprocessing](#3-polygon-resampling-and-preparation)\n", + "4. [Mesh Generation](#4-mesh-generation-with-delaunay-refinement)\n", + "5. [Mesh Quality Optimization](#5-mesh-smoothing-and-quality-control)\n", + "6. [Bathymetry Interpolation](#6-bathymetry-interpolation)\n", + "7. [Export](#7-export-to-grid-formats)" + ] + }, + { + "cell_type": "markdown", + "id": "e3a444f0", + "metadata": {}, + "source": [ + "---\n", + "\n", + "## 1. Loading XYZ Bathymetric Data\n", + "\n", + "Load bathymetric data from an XYZ file (space-separated format with Longitude, Latitude, and Depth columns):\n" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "2bbf3275", + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd\n", + "\n", + "dat_path = \"Bahia_Sant_5m.xyz\"\n", + "\n", + "batimetry = pd.read_csv(dat_path, sep='\\s+', header=None, names=[\"Longitude\", \"Latitude\", \"Depth\"])" + ] + }, + { + "cell_type": "markdown", + "id": "c5dd044f", + "metadata": {}, + "source": [ + "### Visualize the Bathymetry\n", + "\n", + "Let's plot the elevation data using a terrain colormap:" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "3e4b75be", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0, 0.5, 'Latitude')" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
    " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import matplotlib.pyplot as plt\n", + "\n", + "fig, ax = plt.subplots(figsize=(8, 8))\n", + "ax.set_title(\"Bathymetry Scatter Plot\")\n", + "cbar = plt.colorbar(ax.scatter(batimetry[\"Longitude\"][::10], batimetry[\"Latitude\"][::10], c=batimetry[\"Depth\"][::10], cmap='terrain', s=1/2), ax=ax)\n", + "cbar.set_label(\"Depth (m)\")\n", + "ax.set_xlabel(\"Longitude\")\n", + "ax.set_ylabel(\"Latitude\")" + ] + }, + { + "cell_type": "markdown", + "id": "b7f2d442", + "metadata": {}, + "source": [ + "---\n", + "\n", + "## 2. Coastline Polygon Extraction\n", + "\n", + "Now we extract the coastline by identifying the **zero-elevation contour** (sea level). \n", + "The `getiso_polygone` function extracts polygons where elevation ≤ 0 (i.e., the ocean areas)." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "240a6dfb", + "metadata": {}, + "outputs": [], + "source": [ + "import pyproj\n", + "\n", + "crs = pyproj.CRS.from_epsg(4326)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "cb8a8257", + "metadata": {}, + "outputs": [], + "source": [ + "from pymesh2d.geom_util.getiso import getiso_polygone\n", + "\n", + "lon = batimetry[\"Longitude\"]\n", + "lat = batimetry[\"Latitude\"]\n", + "zdat = batimetry[\"Depth\"]\n", + "\n", + "# Target mesh resolution in meters (raster resolution)\n", + "raster_resolution = 75\n", + "\n", + "# Extract ocean polygon (elevation <= 0)\n", + "polygone_intersection = getiso_polygone(lon, lat, zdat, zmax=0, grid_res=2000)" + ] + }, + { + "cell_type": "markdown", + "id": "5088b221", + "metadata": {}, + "source": [ + "### Visualize the Extracted Coastline\n", + "\n", + "Overlay the extracted polygon on the bathymetry:" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "a43460f0", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
    " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import geopandas as gpd\n", + "\n", + "fig, ax = plt.subplots(figsize=(8, 8))\n", + "cbar = plt.colorbar(ax.scatter(batimetry[\"Longitude\"][::10], batimetry[\"Latitude\"][::10], c=batimetry[\"Depth\"][::10], cmap='terrain', s=1/2), ax=ax)\n", + "gdf = gpd.GeoDataFrame(geometry=[polygone_intersection], crs=crs)\n", + "gdf.plot(ax=ax, facecolor=\"grey\", alpha=0.3, edgecolor=\"black\", linewidth=2);" + ] + }, + { + "cell_type": "markdown", + "id": "a77acd1a", + "metadata": {}, + "source": [ + "---\n", + "\n", + "## 3. Polygon Resampling and Preparation\n", + "\n", + "Before mesh generation, we need to:\n", + "1. **Reproject** the polygon to UTM coordinates (for accurate distance calculations)\n", + "2. **Resample** the polygon vertices to achieve uniform spacing matching our target resolution" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "886996e8", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
    " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import matplotlib.pyplot as plt\n", + "\n", + "from pymesh2d.geom_util.poly_util import resample_polygon\n", + "from pymesh2d.geom_util.proj_util import get_utm_crs_from_crs, reproject_geometry\n", + "\n", + "# Reproject to UTM for metric calculations\n", + "polygone_intersection_UTM = reproject_geometry(\n", + " polygone_intersection, crs, get_utm_crs_from_crs(crs)\n", + ")\n", + "\n", + "# Resample polygon vertices to target resolution\n", + "polygone_intersection_resampled_UTM = resample_polygon(\n", + " polygone_intersection_UTM, raster_resolution\n", + ")\n", + "\n", + "# Visualize the resampled polygon\n", + "fig, ax = plt.subplots(figsize=(8, 8))\n", + "\n", + "x, y = polygone_intersection_resampled_UTM.exterior.xy\n", + "ax.scatter(x, y, color=\"red\", s=1, label=\"Exterior boundary\")\n", + "ax.plot(x, y, color=\"black\", lw=1)\n", + "\n", + "for i, hole in enumerate(polygone_intersection_resampled_UTM.interiors):\n", + " xh, yh = hole.xy\n", + " label = \"Island boundaries\" if i == 0 else None\n", + " ax.scatter(xh, yh, color=\"blue\", s=1, label=label)\n", + " ax.plot(xh, yh, color=\"gray\", linestyle=\"--\", lw=1)\n", + "\n", + "ax.set_xlabel(\"Easting (m)\")\n", + "ax.set_ylabel(\"Northing (m)\")\n", + "ax.set_title(\"Resampled Polygon: Nodes and Edges\")\n", + "ax.axis(\"equal\")\n", + "ax.legend();" + ] + }, + { + "cell_type": "markdown", + "id": "3f5a3132", + "metadata": {}, + "source": [ + "### Create Bounding Box and Final Domain\n", + "\n", + "We create a bounding box polygon and intersect it with the coastline to define our final mesh domain:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "5f929fc3", + "metadata": {}, + "outputs": [], + "source": [ + "from shapely.geometry import Polygon\n", + "from pymesh2d.geom_util.poly_util import buffer_area\n", + "\n", + "min_lat = 43.5 # min(lat)\n", + "# Create bounding box polygon\n", + "poly_bbox = Polygon([\n", + " (min(lon), min_lat),\n", + " (min(lon), max(lat)),\n", + " (max(lon), max(lat)),\n", + " (max(lon), min_lat),\n", + " (min(lon), min_lat),\n", + "])\n", + "\n", + "# Reproject to UTM and apply small negative buffer\n", + "poly_bbox_UTM = reproject_geometry(poly_bbox, crs, get_utm_crs_from_crs(crs))\n", + "poly_bbox_UTM = buffer_area(poly_bbox_UTM, -0.06)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "a7cf828e", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
    " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from pymesh2d.geom_util.poly_util import polygon_to_node_edge\n", + "\n", + "# Compute intersection to get final domain\n", + "polygone_final_UTM = polygone_intersection_resampled_UTM.intersection(poly_bbox_UTM)\n", + "node, edge = polygon_to_node_edge(polygone_final_UTM)\n", + "\n", + "# Visualize the final domain\n", + "fig, ax = plt.subplots(figsize=(8, 8))\n", + "\n", + "for e in edge.astype(int):\n", + " ax.plot(node[e, 0], node[e, 1], \"k-\", lw=0.5)\n", + "ax.scatter(node[:, 0], node[:, 1], color=\"red\", s=2)\n", + "\n", + "ax.set_xlabel(\"Easting (m)\")\n", + "ax.set_ylabel(\"Northing (m)\")\n", + "ax.set_title(f\"Final Domain: {len(node)} nodes, {len(edge)} edges\")\n", + "ax.axis(\"equal\");" + ] + }, + { + "cell_type": "markdown", + "id": "cacac4b3", + "metadata": {}, + "source": [ + "---\n", + "\n", + "## 4. Mesh Generation with Delaunay Refinement\n", + "\n", + "Now we generate the mesh using **Delaunay refinement**. We also define a **mesh sizing function** (`hfun`) based on wave dispersion characteristics, which controls element sizes based on local water depth." + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "id": "482178c9", + "metadata": {}, + "outputs": [], + "source": [ + "from pymesh2d.geomesh_util.depth_field import depth_field_from_dat\n", + "from pymesh2d.geomesh_util.hfun_dispercion import hfun_wavenumhunt\n", + "\n", + "# Create depth field for mesh sizing function\n", + "depth_field = depth_field_from_dat(\n", + " lat, lon, zdat,\n", + " input_crs=crs, \n", + " output_crs=get_utm_crs_from_crs(crs), \n", + ")\n", + "\n", + "# Define mesh sizing function based on wave dispersion\n", + "def hfun(test):\n", + " \"\"\"Mesh sizing function based on wave characteristics.\n", + " \n", + " Uses the Hunt approximation for wave number to determine\n", + " appropriate element sizes based on water depth.\n", + " \"\"\"\n", + " return hfun_wavenumhunt(\n", + " test, \n", + " depth_field, \n", + " T=60 * 60 * 1, # Wave period (1 hours)\n", + " N=10, # Elements per wavelength\n", + " zmin=1, # Minimum depth\n", + " hmin=raster_resolution # Minimum element size\n", + " )" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "id": "fb867afa", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + " Refine triangulation...\n", + "\n", + " -------------------------------------------------------\n", + " |ITER.| |CDT1(X)| |CDT2(X)| \n", + " -------------------------------------------------------\n", + " 6 531 493\n", + " 10 551 685\n", + " 20 572 2700\n", + " 30 574 3026\n", + " 30 574 3026\n", + "\n", + "\n", + " Smooth triangulation...\n", + "\n", + " -------------------------------------------------------\n", + " |ITER.| |MOVE(X)| |DTRI(X)| \n", + " -------------------------------------------------------\n", + " 0 1188 3034\n", + " 4 986 2972\n", + " 8 229 2974\n", + " 12 0 2974\n", + "\n" + ] + } + ], + "source": [ + "from pymesh2d.refine import refine\n", + "from pymesh2d.smooth import smooth\n", + "\n", + "# Mesh refinement options\n", + "opts = {\"kind\": \"delaunay\"}\n", + "\n", + "# Generate initial mesh with Delaunay refinement\n", + "vert_UTM, etri, tria, tnum = refine(node, edge, [], opts, hfun)\n", + "\n", + "# Smooth the mesh for better quality\n", + "vert_UTM, etri, tria, tnum = smooth(vert_UTM, etri, tria, tnum)" + ] + }, + { + "cell_type": "markdown", + "id": "b3217b46", + "metadata": {}, + "source": [ + "---\n", + "\n", + "## 5. Mesh Smoothing and Quality Control\n", + "\n", + "After refinement, we analyze mesh quality by computing **circumcenters** and identifying potentially problematic small flow links." + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "id": "98997b56", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
    " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from pymesh2d.geom_util.proj_util import reproject_node\n", + "from pymesh2d.mesh_util.tricon import tricon\n", + "from pymesh2d.mesh_util.circo import small_flow_centers\n", + "\n", + "# Compute triangle connectivity\n", + "edge_cc, _ = tricon(tria, None)\n", + "\n", + "# Find circumcenters and identify small flow links\n", + "circumcenters_UTM, nlinktoosmall = small_flow_centers(\n", + " vert_UTM, tria, edge_cc, \n", + " removesmalllinkstrsh=0.11, \n", + " conn=None\n", + ")\n", + "\n", + "# Reproject back to geographic coordinates\n", + "vert = reproject_node(vert_UTM, get_utm_crs_from_crs(crs), crs)\n", + "circumcenters = reproject_node(circumcenters_UTM, get_utm_crs_from_crs(crs), crs)\n", + "\n", + "# Visualize the mesh\n", + "fig, ax = plt.subplots(figsize=(8, 8))\n", + "\n", + "ax.triplot(vert[:, 0], vert[:, 1], tria[:, 0:3], color=\"steelblue\", lw=0.3)\n", + "\n", + "if nlinktoosmall > 0:\n", + " ax.scatter(circumcenters[:, 0], circumcenters[:, 1], \n", + " color=\"red\", s=5, zorder=5,\n", + " label=f\"Circumcenters too close for Delft3D FM execution ({nlinktoosmall} links)\")\n", + "\n", + "ax.set_xlabel(\"Longitude (°)\")\n", + "ax.set_ylabel(\"Latitude (°)\")\n", + "ax.set_title(f\"Generated Mesh: {len(vert)} vertices, {len(tria)} triangles\")\n", + "ax.axis(\"equal\")\n", + "ax.legend();" + ] + }, + { + "cell_type": "markdown", + "id": "0263d4c3", + "metadata": {}, + "source": [ + "### Circumcenter Distance Control for Delft3D FM\n", + "\n", + "For numerical models like **Delft3D FM**, it is essential to control the distance between circumcenters of adjacent triangles. \n", + "Small flow links (i.e., circumcenters that are too close together) can cause numerical instabilities in the hydrodynamic computations.\n", + "\n", + "The `removesmalllinkstrsh` parameter in the smoothing step allows automatic detection and correction of these problematic elements:" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "id": "9aaf23b7", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + " Refine triangulation...\n", + "\n", + " -------------------------------------------------------\n", + " |ITER.| |CDT1(X)| |CDT2(X)| \n", + " -------------------------------------------------------\n", + " 6 531 493\n", + " 10 551 685\n", + " 20 572 2700\n", + " 30 574 3026\n", + " 30 574 3026\n", + "\n", + "\n", + " Smooth triangulation...\n", + "\n", + " -------------------------------------------------------\n", + " |ITER.| |MOVE(X)| |DTRI(X)| \n", + " -------------------------------------------------------\n", + " 0 1188 3034\n", + " 4 996 2968\n", + " 8 244 2968\n", + " 12 2 2968\n", + "\n" + ] + } + ], + "source": [ + "# Alternative approach: combine refinement and smoothing with options\n", + "opts_refine = {\"kind\": \"delaunay\"}\n", + "opts_smooth = {\"removesmalllinkstrsh\": 0.11}\n", + "\n", + "vert_UTM_c, etri_c, tria_c, tnum_c = refine(node, edge, [], opts_refine, hfun)\n", + "vert_UTM_c, etri_c, tria_c, tnum_c = smooth(vert_UTM_c, etri_c, tria_c, tnum_c, opts_smooth)" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "id": "873879cc", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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u9Ai/o6FDh1o8EQgICMDgwYM7bcu8vLw+TQNmMBiwefNmjBkzBkOGDLF4zfQoPTg4GLt27cKqVavw1FNP4eOPP0Z2dra52YC/vz9WrVqFzz77DG+++SZycnJw7NgxrF69GmKxGAA6PcJub9CgQRg9erRFhgS9Xo9vvvkGS5YsMddubt26FV5eXpg3b57F95CUlARPT89OtZgxMTFYsGCBw9tm//79aGxsxP/8z/906hRoahqSkpKCzMxMrF27FtXV1eYyNTc3Y86cOTh69Ki5dtzb2xunT59GSUmJw2XqisFgwJ133om6ujq8//77Fq89/PDDyMjIwH333Yfr16/j6tWruPvuu1FaWgrg5+/G9H03Njbi4MGDuOeee3DPPffgwIEDICKLJluAsVnKjBkz8NFHH2Hbtm347W9/i1dffRX//Oc/e/151q1bZ7VWu6P28zQ3N6OqqgpTpkwBEXVqzgUYa+nbmz59usUxt2fPHojFYtx///3maUKhsNN51prt27fDYDBg1apVFvtncHAwEhISzPunl5cXAGDv3r02ZeRgv35uA10Axn4JTIGuKTDuSleBc8c0WXFxcRAKhb0KotoHvcDPJ/CIiAir03sK/kzuv/9+ZGdnIzk52aI9Y2ZmJlJTUzu1nzapqKgAYMyEIBQKERcXZ/F6+17y9li7di3efPNNPPnkk0hOTsaf/vQnq/NlZmYCgDlA70ipVAIApFIpXn/9dfzxj39EUFAQJk2ahFtuuQV33303goODLd7TcRsDgI+Pj83b0lmOHDmC4uJiPPnkk51eMwUbq1atsujVf/vtt+Ouu+5CcnIyfve73wEA/vOf/6C1tRVPPfUUnnrqKQDAb37zG8TFxWH79u09prFbvXo1/vSnP6G4uBhhYWE4fPgwKioqLJrMZGZmor6+3tzUpiPTfmISExNjwxbomqnt9vDhw7ucx7RvdPdIvb6+Hj4+Pvjf//1frFu3DhEREUhKSsLNN9+Mu+++G7Gxsb0qJ2C8Ed6zZw8+//xzjBo1yuK13//+9ygsLMQbb7yBzz77DAAwbtw4PPPMM3jllVfM343p+zZlpDCJjIzEtGnTkJycbJ62efNmPPDAA8jIyEB4eDgAYMWKFTAYDHj22WexZs0ai2PcXrZ+dwUFBfjb3/6G77//vtOx07E9rikdYHsdj7n8/HyEhIR0ujGOj4/vsSyZmZkgIqupCwGYbw5jYmLwhz/8AW+99RY2btyI6dOnY+nSpfjNb35jPqcy18IBMWMwBpUhISG4fPlyt/NdvnwZYWFh5uCrK85IF2WqubV1OtmQdujdd9/Fpk2b8OWXX2L06NEWrxkMBowYMQJvvfWW1fd2DMSdZc2aNXjuuedw//33w8/PD/Pnz7c6n6mG74svvugU2AKAm9vPp7MnnngCS5Yswbfffou9e/fir3/9KzZs2ICffvoJY8aMMc/Xm23pTBs3boRQKMSaNWs6vRYaGgqgc8cpkUgEPz8/i0DCy8sL3333HQoKCpCXl4eoqChERUVhypQp5jy53Vm9ejWee+45bN26FU888QS+/vpreHl5YeHCheZ5DAYDAgMDsXHjRqvL6Bjs2FLD2FumfeONN97otF+bmALOVatWYfr06dixYwf27duHN954A6+//jq2b9+ORYsWOVyGF198ER9++CFee+013HXXXVbneeWVV/DUU0/h2rVr8PLywogRI8w3gIMGDQLQ9fcNGNv7t69x/fDDDzFmzBhzMGyydOlSfPrpp7h48SLmzp3r8Gey5bvT6/WYN28eampq8OyzzyIxMREeHh4oLi7GPffc06ndelfHnLMYDAYIBALs3r3b6rra3xS++eabuOeee/Ddd99h3759WL9+PTZs2IBTp0512qbs148DYsba3HLLLfj4449x/PhxTJs2rdPrx44dQ15entXOP5mZmRa1KVlZWTAYDBYZBwY6p+qxY8fw1FNP4YknnjB3qGsvLi4Oly5dwpw5c7ota1RUFAwGA7Kzsy1qhdPT0x0qV2RkJKZOnYrDhw/joYcesghsO5YPMAYFtlzk4+Li8Mc//hF//OMfkZmZidGjR+PNN9/El19+6VA5+4parca2bdtw0003mYOh9pKSkgAAxcXFFtM1Gg2qqqqs1uhHRkaaa7/r6upw/vx53HbbbT2WJSYmBhMmTMCWLVvw6KOPYvv27Vi+fDmkUql5nri4OBw4cABTp07tVbBr6/Fg+t6vXr3aZQ2haR6lUmnTvhESEoKHH34YDz/8MCoqKjB27Fi88sorDgfEH3zwAV544QU88cQTePbZZ7ud18fHx+L8cuDAAYSHhyMxMREAMGLECIjF4k7fNwCUlJRYfN/l5eXw8fHpNJ+pY6NOp+u2LM44J125cgUZGRn47LPPLDrR7d+/3+FlRkVF4dChQ2hpabGoJc7KyurxvXFxcSAixMTEmG8yujNixAiMGDECf/nLX5CcnIypU6fi3//+d5eDBrFfL25DzFibp59+GnK5HA8++CCqq6stXqupqcHvf/97uLu74+mnn+703vaDKAAwtx9sf4H18PAYsN7LpaWlWLVqFaZNm4Y33njD6jyrVq1CcXExPv74406vtba2orm5GcDPn+m9996zmKc3I169/PLLeP75581tr61ZsGABlEolXn31VatpxyorKwEALS0tFinvAONFUqFQdEofZyt70q7Z68cff0RdXZ3VmxTAmEnAVCPb/nN9+umn5tq57jz33HPQ6XRWm2NYs3r1apw6dQr/7//9P1RVVXXKMLJq1Sro9Xr8/e9/7/RenU5n8z5u6/Ewf/58KBQKbNiwodP3aqrJT0pKQlxcHP7xj39YHcjFtG/o9fpOj/ADAwMRGhrq8L6xZcsWrF+/HnfeeWeXT1e6e+/Zs2fxxBNPmJvDKBQK86AcaWlp5nlTU1ORnJxs8X0PGjQIFy9eREZGhsVyN23aBKFQiJEjR3a7fg8Pj16nGDPVwrZ/qkJEePfddx1epilbSftzkcFg6HSetWbFihUQiURWB+sgIvO5vaGhodMNw4gRIyAUCh3eF9iNjWuIGWuTkJCAzz77DHfeeSdGjBjRaaS6qqoqbNq0qVPbWQDIzc3F0qVLsXDhQpw8eRJffvkl1q5da9GOMCkpCQcOHMBbb72F0NBQxMTEmDvE9bX169ejsrISzzzzTKd8tCNHjsTIkSNx11134euvv8bvf/97HDp0CFOnToVer0daWhq+/vprcy7Z0aNHY82aNfjwww9RX1+PKVOm4ODBgzbV3nRl5syZmDlzZrfzKJVK/Otf/8Jdd92FsWPH4o477kBAQAAKCgqwa9cuTJ06Ff/85z+RkZGBOXPmYNWqVRg6dCjc3NywY8cOlJeXW6QOs4cp5ZotbcK/+OIL5OfnmzvqHD161FzbdNddd3XKW7tx40ZIpdIua3ClUineeOMNrFu3DjNmzMBdd92FgoICvPvuu5g+fTpWrFhhnve1117D1atXMXHiRLi5ueHbb7/Fvn378PLLL2P8+PE2fVZTp72nnnoKvr6+nWpcZ86ciQcffBAbNmxASkoK5s+fD7FYjMzMTGzduhXvvvuuRc7irth6PCiVSrz99tv43e9+h/Hjx2Pt2rXw8fHBpUuX0NLSgs8++wxCoRD/93//h0WLFmHYsGG49957ERYWhuLiYhw6dAhKpRI//PADGhsbER4ejpUrV2LUqFHw9PTEgQMHcPbsWbz55pvmdR4+fBizZs3qcdTFM2fO4O6774afnx/mzJnTqRnJlClTzG2Tjx49ipdeegnz58+Hn58fTp06hU8++QQLFy7E448/bvG+V199FQcPHsTs2bPNnVffe+89+Pr6WrSxf/rpp815uR999FH4+flh586d2L17N373u99ZfeLQ8TvYsmUL/vCHP2D8+PHw9PTEkiVLun1PR4mJiYiLi8NTTz2F4uJiKJVKbNu2rVft8JcvX44JEybgj3/8I7KyspCYmIjvv/8eNTU1ALqv2Y6Li8PLL7+M5557Dnl5eVi+fDkUCgVyc3OxY8cOPPDAA3jqqafw008/4dFHH8Xtt9+OQYMGQafT4YsvvoBIJLLpaQr7FRqg7BaM/WJdvnyZ1qxZQyEhISQWiyk4OJjWrFlDV65c6TSvKeXP9evXaeXKlaRQKMjHx4ceffTRTimi0tLSaMaMGeYUSaaUU12lXbM2ihqATimj2qcx61guk5kzZ1qkZWr/0z4tmEajoddff52GDRtGUqmUfHx8KCkpiV588UWqr683z9fa2krr168nPz8/8vDwoCVLllBhYaHdade60zHtmsmhQ4dowYIF5OXlRTKZjOLi4uiee+6hc+fOERFRVVUVPfLII+aRBb28vGjixIn09ddfWyynq208c+ZMmjlzZqd5bU271t22bp+qioiovr6eZDJZp5HKrNm0aRONGjWKpFIpBQUF0aOPPmpO/2eyc+dOmjBhAikUCnJ3d6dJkyZ1+ty2mDp1KgGg3/3ud13O89FHH1FSUhLJ5XJSKBQ0YsQIeuaZZ6ikpMQ8T3ejAdpzPBARff/99zRlyhSSy+WkVCppwoQJtGnTJot5Ll68SCtWrCA/Pz+SSqUUFRVFq1atooMHDxKRMc3Z008/TaNGjSKFQkEeHh40atQo+vDDDy2WYxrd79///ne328lU1q5+2qcHy8rKovnz55O/vz9JpVJKTEykDRs2kFqttrrs8+fP09y5c8nDw4MUCgUtW7aMMjIyOs13+vRpWrRoEQUHB5NYLKZBgwbRK6+8QlqtttuyExE1NTXR2rVrydvbmwCY93FTajVrKcmspV27fv06zZ07lzw9Pcnf35/uv/9+unTpUqdt0NUxbS1NZGVlJa1du5YUCgV5eXnRPffcQydOnCAAtHnz5m7fS2RM3TZt2jTy8PAgDw8PSkxMpEceeYTS09OJyDjK4G9/+1uKi4sjmUxGvr6+NGvWLDpw4ECP2439OgmIeABwxhz1wgsv4MUXX0RlZaVFEn7G2I3rmWeewaZNm5CVlWXRfpoNrG+//Ra33norjh8/jqlTpw50cdivDLchZowxxto5dOgQ/vrXv3IwPIA65szW6/V4//33oVQqMXbs2AEqFfs14zbEjDHGWDtnz54d6CK4vMceewytra2YPHky1Go1tm/fjuTkZLz66qv9ksqPuR4OiBljjDH2izJ79my8+eab2LlzJ1QqFeLj4/H+++/j0UcfHeiisV8pbkPMGGOMMcZcGrchZowxxhhjLo0DYsYYY4wx5tK4DbGDDAYDSkpKoFAoBnxIXsYYY4wx1hkRobGxEaGhoeYRIa3hgNhBJSUliIiIGOhiMMYYY4yxHhQWFiI8PLzL1zkgdpBCoQBg3MBKpXKAS8MYY4wxxjpqaGhARESEOW7rCgfEDjI1k1AqlRwQM8YYY4z9gvXUvJU71THGGGOMMZfGATFjjDHGGHNpHBAzxhhjjDGXxm2IGbsBERF0Oh30ev1AF4UxxhgbMCKRCG5ubr1OgcsBMWM3GI1Gg9LSUrS0tAx0URhjjLEB5+7ujpCQEEgkEoeXwQExYzcQg8GA3NxciEQihIaGQiKR8MAwjDHGXBIRQaPRoLKyErm5uUhISOh28I3ucEDM2A1Eo9HAYDAgIiIC7u7uA10cxhhjbEDJ5XKIxWLk5+dDo9FAJpM5tBzuVMfYDcjRO2DGGGPs18YZ10S+qjLGGGOMMZfGATFjjDHGGHNpHBAzxn4xBAIBvv3224EuBhtAeXl5EAgESElJGbAyEBEeeOAB+Pr6DnhZehIdHY133nnH/H9ZWRnmzZsHDw8PeHt7D1i5WNf68zw3Y8YMfPXVV71aRsd9zN7yf/rppw7vi1VVVQgMDERRUZFD77cHB8SMsX5RVlaGxx57DLGxsZBKpYiIiMCSJUtw8OBB8zylpaVYtGjRAJZyYHW88PSne+65B8uXLx+Qdf/S7NmzB59++il27tyJ0tJSDB8+3KnLFwgE5h8PDw8kJCTgnnvuwfnz53u97LfffhulpaVISUlBRkYGDh8+DIFAgLq6Oov5/vWvf2HkyJFQKpVQKpWYPHkydu/ebTFPdHS0uZxyuRzR0dFYtWoVfvrppx7LcdNNN1l8TtOPTqezeP21117r9N7FixdDIBDghRdecHg7/BK88MILGD16dKfp/XWe+/7771FeXo477rjDPE2lUuGRRx6Bn58fPD09cdttt6G8vNyu5fbnedrf3x933303nn/++T5fFwfEjLE+l5eXh6SkJPz000944403cOXKFezZswezZs3CI488Yp4vODgYUqm0y+Votdr+KO4NT6PRDHQRbmjZ2dkICQnBlClTEBwcDDc3+xMymQbP6conn3yC0tJSXLt2DR988AGampowceJEfP75570pOrKzs5GUlISEhAQEBgZ2OV94eDhee+01nD9/HufOncPs2bOxbNkyXLt2zWK+l156CaWlpUhPT8fnn38Ob29vzJ07F6+88kqPZbn//vtRWlpq8dN+W0ZERODTTz+1eE9xcTEOHjyIkJAQ+z74DaSn85yzvPfee7j33nstOpw9+eST+OGHH7B161YcOXIEJSUlWLFihV3L7a/ym9x7773YuHEjampq+nZFxBxSX19PAKi+vn6gi8JcSGtrK12/fp1aW1sHuih2WbRoEYWFhVFTU1On12pra81/A6AdO3YQEVFubi4BoM2bN9OMGTNIKpXSJ598QkRE//3vf2no0KEkkUgoODiYHnnkEYv3XLx40WL5AOjQoUNERHTo0CECQHv27KHRo0eTTCajWbNmUXl5Of3444+UmJhICoWC1qxZQ83Nzebl6PV6ev311ykuLo4kEglFRETQyy+/bH69oKCAbr/9dvLy8iIfHx9aunQp5ebmml9ft24dLVu2jN544w0KDg4mX19fevjhh0mj0RAR0cyZMwmAxY/JsWPHaNq0aSSTySg8PJwee+wxi20ZFRVFL730Et11112kUCho3bp1pFar6ZFHHqHg4GCSSqUUGRlJr776qtXv5/nnn++0btP2unz5Ms2aNYtkMhn5+vrS/fffT42NjRbb5cUXX6SwsDCSSCQ0atQo2r17t9X12LItrX2Hhw8fpvHjx5u/72effZa0Wq359a1bt9Lw4cPNZZwzZ47F9vn4448pMTGRpFIpDR48mD744IMuy7Zu3TqL7RAVFUVERCqVih577DEKCAggqVRKU6dOpTNnzpjfZ9qvfvzxRxo7diyJxWLzNuyo/X7e3t13300KhYJqamrM02z57t9++23z3+3L3vGzmKZ1xcfHh/7v//7P6rLb+9vf/kZCoZDS0tK6XNbMmTPp8ccf7/b1hx56iPz8/Oj48ePm6a+88gotWbKERo0aRc8//3yX7yci+vbbb2nMmDEklUopJiaGXnjhBfN+8eKLL1JISAhVVVWZ57/55pvppptuIr1eT0Q9b1uVSkXPPPMMhYeHk0Qiobi4OPP2+eSTT8jLy8uiPDt27DAft5988kmnbW86f3X8/ns6xno6d1hTUVFBAoGArl69ap5WV1dHYrGYtm7dap6WmppKAOjkyZNdLqvjfmDtPL1t2za66aabSC6X08iRIyk5Odk8f8dtVVFRQUlJSbR8+XJSqVRUU1NDa9euJX9/f5LJZBQfH0//7//9P4syxMTEWOybHXV3bbQ1XuOA2EEcELOBcCMGxNXV1SQQCLoMxtqzdqKNjo6mbdu2UU5ODpWUlNCHH35IMpmM3nnnHUpPT6czZ86YT9b2BMSTJk2i48eP04ULFyg+Pp5mzpxJ8+fPpwsXLtDRo0fJz8+PXnvtNfNynnnmGfLx8aFPP/2UsrKy6NixY/Txxx8TEZFGo6EhQ4bQb3/7W7p8+TJdv36d1q5dS4MHDya1Wk1ExouaUqmk3//+95Samko//PADubu700cffWTeTuHh4fTSSy9RaWkplZaWEhFRVlYWeXh40Ntvv00ZGRl04sQJGjNmDN1zzz3mskVFRZFSqaR//OMflJWVRVlZWfTGG29QREQEHT16lPLy8ujYsWP01VdfWd3ujY2NtGrVKlq4cKF53Wq1mpqamigkJIRWrFhBV65coYMHD1JMTIxFUPXWW2+RUqmkTZs2UVpaGj3zzDMkFospIyOjy++5u23Z8TssKioid3d3evjhhyk1NZV27NhB/v7+5mCppKSE3Nzc6K233qLc3Fy6fPkyffDBB+aA4ssvv6SQkBDzPrRt2zby9fWlTz/91GrZ6urq6KWXXqLw8HAqLS2liooKIiJav349hYaG0o8//kjXrl2jdevWkY+PD1VXV1vsVyNHjqR9+/ZRVlaW+bWOugqIL168SABoy5YtRGT7d2/a/ysqKmjhwoW0atUqKi0tpbq6Otq2bRsBoPT0dPO0jnQ6HW3atIkkEgldu3bN6rLbMx3Tr7/+utXPR2RbQPz444/T+vXr6b777jNPT0hIoB07dvQYEB89epSUSiV9+umnlJ2dTfv27aPo6Gh64YUXzJ9p8uTJtHz5ciIi+uc//0ne3t6Un59PRLZt21WrVlFERARt376dsrOz6cCBA7R582Yi6jkgbmlpoT/+8Y80bNgw8zHV0tJCRJbfvy3HWE/nDmu2b99OHh4e5uCfiOjgwYMEwKISgogoMjKS3nrrrS6XZUtAnJiYSDt37qT09HRauXIlRUVFmW9O2m+rgoICGjx4MK1bt450Oh0RET3yyCM0evRoOnv2LOXm5tL+/fvp+++/tyjD6tWru72Z44B4AHFAzAaC0wJirZboxReJ5s0z/m5X2+Zsp0+fJgC0ffv2Hue1dqJ95513LOYJDQ2lP//5z1bfb09AfODAAfM8GzZsIACUnZ1tnvbggw/SggULiIiooaGBpFKpOWjr6IsvvqDBgweTwWAwT1Or1SSXy2nv3r1EZLyoRUVFmS8CRES33347rV692vy/tQDkvvvuowceeMBi2rFjx0goFJr3g6ioKPOF3+Sxxx6j2bNnW5SpO6ZaqPY++ugj8vHxsag127VrFwmFQiorKyMi4/fxyiuvWLxv/Pjx9PDDD1tdT0/bsuN3+Kc//anTtv3ggw/I09OT9Ho9nT9/ngBQXl6e1eXFxcV1uhH4+9//TpMnT7Y6PxHR22+/ba4ZJjIGLWKxmDZu3GieptFoKDQ0lP73f/+XiH7er7799tsul2vSVUDc2tpKAMyBpq3ffft9ZtmyZRaBg6lcHYMgImPNpIeHB4lEIvLy8qJdu3ZZvN5VQExEFBQURA899FCXn3HmzJkkFovJw8PD/POHP/zB4vXHH3+cUlJSSKFQUFNTEx05coQCAwNJq9X2GBDPmTOn0032F198QSEhIeb/s7OzSaFQ0LPPPktyudzi++tp26anpxMA2r9/v9X19xQQExmfvIwaNarTe9t//7YcY7acOzp6++23KTY21mLaxo0bSSKRdJp3/Pjx9Mwzz3S5LFsC4va1t9euXSMAlJqaSkQ/b6u0tDSKiIig9evXWxzPS5YsoXvvvbfL9RMRPfnkk3TTTTd1+bozAmIeqY4xV/Tqq8ALLwBEwIEDxml/+1ufrMp4/nTcuHHjzH9XVFSgpKQEc+bM6W2xMHLkSPPfQUFBcHd3R2xsrMW0M2fOAABSU1OhVqu7XO+lS5eQlZUFhUJhMV2lUiE7O9v8/7BhwyASicz/h4SE4MqVK92W89KlS7h8+TI2btxonkZE5mG8hwwZAsByOwHGTnLz5s3D4MGDsXDhQtxyyy2YP39+t+vqKDU1FaNGjYKHh4d52tSpU2EwGJCeng65XI6SkhJMnTrV4n1Tp07FpUuXulxmd9vS2vyTJ0+2GKJ86tSpaGpqQlFREUaNGoU5c+ZgxIgRWLBgAebPn4+VK1fCx8cHzc3NyM7Oxn333Yf777/f/H6dTgcvLy+bt0N2dja0Wq3F5xSLxZgwYQJSU1Mt5u34PdjDdKyYPqut372jBg8ejJSUFNTX1+Obb77BunXrcOTIEQwdOtSmsvY0bPydd96JP//5z+b/rWUaGDVqFBISEvDNN9/g0KFDuOuuu2xqs33p0iWcOHHCoi2zXq+HSqVCS0uL+Xj+xz/+gQcffBCrV6/G2rVrLd7f3ba9cuUKRCIRZs6c2WNZeqOnYywoKAiA/eeO1tZWh0dsc0T786mp/XdFRQUSExPN5Zk+fTrWrl3bqePwQw89hNtuuw0XLlzA/PnzsXz5ckyZMsViHrlcjpaWlj79DBwQM+aKjh83BsOA8ffx4322qoSEBAgEAqSlpTn0/vYXCrlc3u28ps4j7YPwrjriicVi898CgcDif9M0g8Fg03qbmpqQlJRkcXE1CQgIsLrOjuvobtkPPvgg1q9f3+m1yMhI89/ttxMAjB07Frm5udi9ezcOHDiAVatWYe7cufjmm2+6XV9f62lb2kskEmH//v1ITk7Gvn378P777+PPf/4zTp8+bR7e/OOPP8bEiRM7va8vdPwe7GEKrmNiYgDY/t07SiKRID4+HgCQlJSEs2fP4t1338V//vOfbt9XXV2NyspKczm74uXlZV5+d37729/igw8+wPXr1803oT1pamrCiy++aLVDWPtA8OjRoxCJRMjLy4NOpzMH2z1t26ysrG7XLxQKO93s92WnX3vPHf7+/qitrbWYFhwcDI1Gg7q6Ooubk/LycgQHBzutfKYbpfblk0qlmDt3Lnbu3Imnn34aYWFh5tcWLVqE/Px8/Pjjj9i/fz/mzJmDRx55BP/4xz/M89TU1FicS/sCZ5lgzBVNmwaYancEAuP/fcTX1xcLFizABx98gObm5k6vd0wH1R2FQoHo6GiLVG3tmU6YpaWl5mnOyCGbkJAAuVze5XrHjh2LzMxMBAYGIj4+3uLHnppIiUQCvV7fadnXr1/vtNz4+HhIJJJul6dUKrF69Wp8/PHH2LJlC7Zt29ZlT21r6x4yZAguXbpk8b2dOHECQqEQgwcPhlKpRGhoKE6cOGHxvhMnTnRZy9jTtuxoyJAhOHnypEXwceLECSgUCoSHhwMwXoCnTp2KF198ERcvXoREIsGOHTsQFBSE0NBQ5OTkdNp2PQVz7cXFxUEikVh8Tq1Wi7Nnz9pUm2qrd955B0qlEnPnzgXQu+/exDRfx+/WGoPBALVa3eN87777LoRCodPS9K1duxZXrlzB8OHDbd6eY8eORXp6utVtY7ox3rJlC7Zv347Dhw+joKAAf//73y3e3922HTFiBAwGA44cOWJ1/QEBAWhsbLQ4Njqea6wdUx31dIw5asyYMSgrK7MIipOSkiAWiy2OvfT0dBQUFGDy5MkOr8sWQqEQX3zxBZKSkjBr1iyUlJRYvB4QEIB169bhyy+/xDvvvIOPPvrI4vWrV69izJgxfVvGPl06Y+yX6U9/MjaZmDfP+PtPf+rT1X3wwQfQ6/WYMGECtm3bhszMTKSmpuK9996z+0T8wgsv4M0338R7772HzMxMXLhwAe+//z4AY+3jpEmT8NprryE1NRVHjhzBX/7yl16XXyaT4dlnn8UzzzyDzz//HNnZ2Th16hT++9//AjA+Gvb398eyZctw7Ngx5Obm4vDhw1i/fr1dCeWjo6Nx9OhRFBcXo6qqCgDw7LPPIjk5GY8++ihSUlKQmZmJ7777Do8++mi3y3rrrbewadMmpKWlISMjA1u3bkVwcHCXCfKjo6Nx+fJlpKeno6qqClqtFnfeeSdkMhnWrVuHq1ev4tChQ3jsscdw1113mR/lPv3003j99dexZcsWpKen43/+53+QkpKCxx9/3KFt2dHDDz+MwsJCPPbYY0hLS8N3332H559/Hn/4wx8gFApx+vRpvPrqqzh37hwKCgqwfft2VFZWmpsTvPjii9iwYQPee+89ZGRk4MqVK/jkk0/w1ltv2fKVADDW+j700EN4+umnsWfPHly/fh33338/WlpacN9999m8nPbq6upQVlaG/Px87N+/HytXrsRXX32Ff/3rX+bvyNHvvr2oqCgIBALs3LkTlZWVaGpqAgA899xzOHr0KPLy8nDlyhU899xzOHz4MO68806L9zc2NqKsrAyFhYU4evQoHnjgAbz88st45ZVXbKr9tYWPjw9KS0ttvkkCgL/97W/4/PPP8eKLL+LatWtITU3F5s2bzcd7UVERHnroIbz++uuYNm0aPvnkE7z66qs4deoUgJ63bXR0NNatW4ff/va3+Pbbb83H9Ndffw0AmDhxItzd3fGnP/0J2dnZ+OqrrzqlkIuOjkZubi5SUlJQVVVl9WbDlmPMEWPGjIG/v7/FTZyXlxfuu+8+/OEPf8ChQ4dw/vx53HvvvZg8eTImTZrk8LpsJRKJsHHjRowaNQqzZ89GWVkZAON3+d133yErKwvXrl3Dzp07LZoDtbS04Pz583Y3+bJbty2MWZe4Ux0bCDdilgmTkpISeuSRRygqKookEgmFhYXR0qVLLVJTwUpnjfYd5Ez+/e9/0+DBg0ksFlNISAg99thj5teuX79OkydPJrlcTqNHj6Z9+/ZZ7VTXvpORtQ4yHTvE6PV6evnllykqKorEYnGnNGalpaV09913k7+/P0mlUoqNjaX777/ffI6w1mnt8ccfp5kzZ5r/P3nyJI0cOZKkUqlF55wzZ87QvHnzyNPTkzw8PGjkyJEWHdmsdX766KOPaPTo0eTh4UFKpZLmzJlDFy5c6LQtTSoqKszraL+9bEm79sILL1BYWBiJxWKb0651tS3tTbt2/fp1WrBggTkd2qBBg+j999+3WN/GjRtp9OjRJJFIyMfHh2bMmNFtJ8+OneqIjMfeY489Zv5+u0q7Zq3zWkdol4pLJpNRXFwcrVu3js6fP99pXnu/+46d6oiIXnrpJQoODiaBQGB+7be//a35WAwICKA5c+bQvn37LN7XPo2bRCKhyMhIWrVqFf300089fkZbs0x0xZa0a3v27KEpU6aQXC4npVJJEyZMoI8++ogMBgPNmTOHFixYYNF567HHHqO4uDjz/tvTtm1tbaUnn3ySQkJCSCKRdEoHtmPHDoqPjye5XE633HILffTRRxbHrUqlottuu428vb2dknatvY7nDmueeeYZuuOOOyymtba20sMPP0w+Pj7k7u5Ot956qzmjTVds6VTXXUfmjudXrVZLK1asoCFDhlB5eTn9/e9/pyFDhpBcLidfX19atmwZ5eTkmOf/6quvaPDgwd2W0Rmd6gRtH47ZqaGhAV5eXqivr4dSqRzo4jAXoVKpkJubi5iYmH7tMMEYY+zGUlZWhmHDhuHChQuIiooa6OI4bNKkSVi/fr1Fp8iOurs22hqvcZMJxhhjjLFfmeDgYPz3v/9FQUHBQBfFYVVVVVixYgXWrFnT5+viLBOMMcYYY79Czur4OFD8/f3xzDPP9Mu6uIaYMcYYY4y5NA6IGWOMMcaYS+OAmLEbEPeFZYwxxoyccU3kgJixG4hpNKC+HsKSMcYYu1GYrokdR/SzB3eqY+wGIhKJ4O3tjYqKCgCAu7u7eZhMxhhjzJUQEVpaWlBRUQFvb+9eDcnOATFjNxjTmPOmoJgxxhhzZd7e3uZro6M4IGbsBiMQCBASEoLAwEBotdqBLg5jjDE2YMRica9qhk04IGbsBiUSiZxyEmCMMcZcHXeqY4wxxhhjLo0DYsYYY4wx5tI4IGaMMcYYYy6NA2LGGGOMMebSOCBmjDHGGGMujQNixhhjjDHm0jggZowxxhhjLo0DYsYYY4wx5tI4IGaMMcYYYy6NA2LGGGOMMebSOCBmjDHGGGMujQNixhhjjDHm0jggZowxxhhjLo0DYsYYY4wx5tI4IGaMMcYYYy6NA2LGGGOMMebSOCBmjDHGGGMujQNixhhjjDHm0jggZowxxhhjLo0DYsYYY4wx5tI4IGaMMcYYYy6NA2LGGGOMMebSOCBmjDHGGGMujQNixhhjjDHm0jggZowxxhhjLo0DYsYYY4wx5tI4IGaMMcYYYy6NA2LGGGOMMebSOCBmjDHGGGMujQNixhhjjDHm0jggZowxxhhjLo0DYsYYY4wx5tI4IGaMMcYYYy6NA2LGGGOMMebSOCBmjDHGGGMujQNixhhjjDHm0jggZowxxhhjLo0DYsYYY4wx5tI4IGaMMcYYYy6NA2LGGGOMMebSOCBmjDHGGGMujQNixhhjjDHm0jggZowxxhhjLo0DYsYYY4wx5tI4IGaMMcYYYy6NA2LGGGOMMebSOCBmjDHGGGMujQNixhhjjDHm0jggZowxxhhjLo0DYsYYY4wx5tI4IGaMMcYYYy6NA2LGGGOMMebSOCBmjDHGGGMujQNixhhjjDHm0jggZowxxhhjLo0DYsYYY4wx5tI4IGaMMcYYYy6NA2LGGGOMMebSfjEB8WuvvQaBQIAnnnjCPO3BBx9EXFwc5HI5AgICsGzZMqSlpfW4rNTUVCxduhReXl7w8PDA+PHjUVBQYH5dpVLhkUcegZ+fHzw9PXHbbbehvLy8Lz4WY4wxxhj7hftFBMRnz57Ff/7zH4wcOdJielJSEj755BOkpqZi7969ICLMnz8fer2+y2VlZ2dj2rRpSExMxOHDh3H58mX89a9/hUwmM8/z5JNP4ocffsDWrVtx5MgRlJSUYMWKFX32+RhjjDHG2C+XgIhoIAvQ1NSEsWPH4sMPP8TLL7+M0aNH45133rE67+XLlzFq1ChkZWUhLi7O6jx33HEHxGIxvvjiC6uv19fXIyAgAF999RVWrlwJAEhLS8OQIUNw8uRJTJo0yaZyNzQ0wMvLC/X19VAqlTa9hzHGGGOM9R9b47UBryF+5JFHsHjxYsydO7fb+Zqbm/HJJ58gJiYGERERVucxGAzYtWsXBg0ahAULFiAwMBATJ07Et99+a57n/Pnz0Gq1FutLTExEZGQkTp482eX61Wo1GhoaLH4YY4wxxtiNb0AD4s2bN+PChQvYsGFDl/N8+OGH8PT0hKenJ3bv3o39+/dDIpFYnbeiogJNTU147bXXsHDhQuzbtw+33norVqxYgSNHjgAAysrKIJFI4O3tbfHeoKAglJWVdVmODRs2wMvLy/zTVVDOGGOMMcZuLAMWEBcWFuLxxx/Hxo0bLdr3dnTnnXfi4sWLOHLkCAYNGoRVq1ZBpVJZnddgMAAAli1bhieffBKjR4/G//zP/+CWW27Bv//9716V97nnnkN9fb35p7CwsFfLY4wxxhhjvwxuA7Xi8+fPo6KiAmPHjjVP0+v1OHr0KP75z39CrVZDJBKZa2QTEhIwadIk+Pj4YMeOHVizZk2nZfr7+8PNzQ1Dhw61mD5kyBAcP34cABAcHAyNRoO6ujqLWuLy8nIEBwd3WV6pVAqpVNrLT80YY4wxxn5pBqyGeM6cObhy5QpSUlLMP+PGjcOdd96JlJQUiESiTu8hIhAR1Gq11WVKJBKMHz8e6enpFtMzMjIQFRUFwJi5QiwW4+DBg+bX09PTUVBQgMmTJzvxEzLGGGOMsRvBgNUQKxQKDB8+3GKah4cH/Pz8MHz4cOTk5GDLli2YP38+AgICUFRUhNdeew1yuRw333yz+T2JiYnYsGEDbr31VgDA008/jdWrV2PGjBmYNWsW9uzZgx9++AGHDx8GAHh5eeG+++7DH/7wB/j6+kKpVOKxxx7D5MmTbc4wwRhjjDHGfj0GLCDuiUwmw7Fjx/DOO++gtrYWQUFBmDFjBpKTkxEYGGieLz09HfX19eb/b731Vvz73//Ghg0bsH79egwePBjbtm3DtGnTzPO8/fbbEAqFuO2226BWq7FgwQJ8+OGH/fr5GGOMMcbYL8OA5yG+UXEeYsYYY4yxX7YbJg8xY4wxxhhjA4kDYsYYY4wx5tI4IGaMMcYYYy6NA2LGGGOMMebSOCBmjDHGGGMujQNixhhjjDHm0jggZowxxhhjLo0DYsYYY4wx5tI4IGaMMcYYYy6NA2LGGGOMMebSOCBmjDHGGGMujQNixhhjjDHm0jggZowxxhhjLo0DYsYYY4wx5tI4IGaMMcYYYy6NA2LGGGOMMebSOCBmjDHGGGMujQNixhhjjDHm0jggZowxxhhjLo0DYsYYY4wx5tI4IGaMMcYYYy6NA2LGGGOMMebSOCBmjDHGGGMujQNixhhjjDHm0jggZowxxhhjLo0DYsYYY4wx5tI4IGaMMcYYYy6NA2LGGGOMMebSOCBmjDHGGGMujQNixhhjjDHm0jggZowxxhhjLo0DYsYYY4wx5tI4IGaMMcYYYy6NA2LGGGOMMebSOCBmjDHGGGMujQNixhhjjDHm0jggZowxxhhjLo0DYsYYY4wx5tI4IGaMMcYYYy6NA2LGGGOMMebSOCBmjDHGGGMujQNixhhjjDHm0jggZowxxhhjLo0DYsYYY4wx5tI4IGaMMcYYYy6NA2LGGGOMMebSOCBmjDHGGGMujQNixhhjjDHm0jggZowxxhhjLo0DYsYYY4wx5tI4IGaMMcYYYy6NA2LGGGOMMebSOCBmjDHGGGMujQNixhhjjDHm0jggZowxxhhjLo0DYsYYY4wx5tI4IGaMMcYYYy6NA2LGGGOMMebSOCBmjDHGGGMujQNixhhjjDHm0jggZowxxhhjLo0DYsYYY4wx5tI4IGaMMcYYYy6NA2LGGGOMMebSOCBmjDHGGGMujQNixhhjjDHm0jggZowxxhhjLo0DYsYYY4wx5tI4IGaMMcYYYy6NA2LGGGOMMebSOCBmjDHGGGMujQNixhhjjDHm0jggZowxxhhjLo0DYsYYY4wx5tI4IGaMMcYYYy6NA2LGGGOMMebSOCBmjDHGGGMujQNixhhjjDHm0jggZowxxhhjLo0DYsYYY4wx5tI4IGaMMcYYYy6NA2LGGGOMMebSOCBmjDHGGGMujQNixhhjjDHm0jggZowxxhhjLo0DYsYYY4wx5tI4IGaMMcYYYy6NA2LGGGOMMebSOCBmjDHGGGMujQNixhhjjDHm0jggZowxxhhjLo0DYsYYY4wx5tI4IGaMMcYYYy6NA2LGGGOMMebSOCBmjDHGGGMujQNixhhjjDHm0twGugDMNnkVjSiuaYa3hwQAQPTza9RxZrKcQl2/BELXC+rqfRqdHmeyKjA1Mdim9/68DGtTO87TTfm6mGf3xUIsGhPR43zdLTOnrAEqrR5Dw306zNtVOa2/8sO5fNwyLsraSrsoi33L73ILWnlhT0ohJg0KhJe7pKt3dbmN7NXTd1tQ1YS8ikZMHxpi4/KcUaoulg3CF0cycdfMhN4tx0ll/PRQOu6ZNdg5C+ulL45k4I5p8RCLBr6u5GxWBWQSN4yI9O31sgSC3r1frTVgx+lcrJkW3+uydMWeMn51LAt3Tu+5LILefnD0XK6tyTlYOTkWQmszdvHerhbZVXm7LEKHF06klSExzBv+ClmPy7W6zC7La+X9PWyXhlYNrhXWYsrgoG6XZctXZFP5rW5+40QCYfPxLKydntD9WwQd//15QscidH6voNvX27/cqtFjXFxA5wIPMA6IbxB5lY3YmpyNOSPCMCraH0DPO2hPJ0NHdnAC8HVyNkpqmjE1MRhBXvJ2r/e0QNvKaNuBDqi0euw4nYvGVg1ig5SdZ+q0ro7LME4wEOHo9VK4CYUYFOrd7Xu6W65OT2jRZKNFrcOE+ECbymCr7r5La6+o225aiqqbMX1ICMRunQMcayf5n9fXQ3nseLGpVYuM0noEeMkxeVCQzRdpe7eVrbMfvFKMmUND4OMhxYgoP/tW4mR7LxbgpuGhCPFxx+AO+15/q21SI29oCCrrW7FmWrxTgilHqbR65FU2QgBgXFwAPGRixxfWyzsXArDpeBamDA5CVIAnIv09u5zPGUWxdsPe3r6UIkxICIRc6oZR3ey/zihPT2WpalAhOlCBnPIGq0Fxd++2pYLE+vu6mA7C8dQy5FY0YsrgYLiJBN3Ob89ybZ23vW2nclDVoEKAUg4PqVvbsjot3Mr6Oq7LyvptWo5xot5A2H4qF5fzaxDqU4IIf0+Mjw+wPL7braPz+jsvu6uydVf51v7Vo9dLf5EBMYg5pL6+ngBQfX19v6zvUl4V5ZY30OW8Ktp8PIuaWjX9st6Odp7Lo/yKBtIbDLTpWCZVNbQOSDmKqpvoyyMZ1KzS0vHUUiqrbXZ4Wd+dyaXyuha6WlBN57IrHF7O/kuFVNXQSt+ezqHaJpXDy3GGr5OzqKFFQw0tGvr8cDppdfoBKUdjq4Y+O5ROaq2OSmqaaV9K4YCUw6S0tpl2X8gnIqJ9KYWUWlQ7YGXZdT6f0ouN6//qWOaAfUdERDq9gb44nE46vZ7Kaptp28nsASuL3mCgL9qObbVWR58dSieVRjdg5fnhXB4VVTWRwWCgLSeyBuycR0R0PLWULuVVmctVXN00YGXRGwz0+eF00ukNVFrbTJuPZ5HeYBiw8hy9VkK55Q1U36KmL49kkE4/cGW5kl9N57IqSKXRtW2jgTm2W9Va+uJwOlU3ttL3Z3NJp9dTXkUDfZ2cRfsvFZJaOzDH1fdnc/t1fbbGawP/XIzZZUSUH5ZNiMbelEKczaro13Ufu16KqAAFIgMUEAoEuH1KHPZcLERds7pfy3E2qwKX86uxdno83KVuSIr1x/mcKoeWdS67EpH+ngj0kmNYhK+x6YRGZ/dydHoD6po18FPIcHNSFHadL3C4BqS3zmVXIjHMBwq5GAq5GEvGRWHLiWzoDf1bnmaVFttP5eKOaXGQuIkQ4uMOAxHK6lr6tRwmBiIcuFSE+aONzWvmjQpHTnkDcssb+r0sP14oQEKIl/mJxPxR4dh3qajfy2Gy+2IB5o+OgEgoRJC3O0bH+GPPxYIBKcsP5/Ixd2QY3KVukLiJcNukGGxNzobeYOj3siSnlSHK3xNhfh4QCAS4bVIsdl8oQJNK2+9lScmtglAgwMi2WuHFYyNx6GoJmtX9XxYA2JdSiHkjwyESChDs7Y6Zw0KwNTkHhgE47zWptKhuMtZWK+USLBgdgW2ncgbkHNyi1iG1qBZJcQGQikVYnBSJ7adz+70ctU1qfHMyB7dNjoWvpwwJIV7ILK1HVIACt0+Ow5gYf/x4oQA/nMtHY+vA7EO/NBwQ34BkYhFWTIqFp0yMzcez0NCi6fN1puRVQSQSYHi79nwioQCrp8bhh3P5/XKB0BsI353JhcRNhEVjIs2PfGQSN6i1eruXV1rbgor6VoyO8TdPu3lsJH68WGj3so5eL8WMtvaxYpEQUxODceR6qd3L6a3aJjWKq5ss2l16e0ixcEwEtiZn99vFqlmtxbZTuVg91RgMm8wbFY4Dl4sH5EJ18HIxZo8Is3ise/PYSKTkVaO4urnfyrHzfD4GhXghIcTLPM1PIYPETYjS2v6/WbhWWINApRyB7Zo/xQYpEebniWP9vA+fSCtDfLASwd7u5mkeMjEWjY3E1uT+DXDSimuh0RssmtWIhAKsmhqH7adyodHZf85xVGZpPSobVJjcrj2qQCDAbZNjseNUbr8HobnlDZCJ3RDs8/P3NJBB8e6LBVg4JtL8v79ShqmDg/H92bx+LQdgPL6XtOtH4uspQ1JsAPb34w1vQVUT9l0qwprp8ZBLjM014oONAbGJn0KG5RNiMGdEGI6nlWL7qRyUD1BlxS8FB8Q3sCHhPlgxKQY/XS1GcnpZn60np7wB5XWtmDI4uNNrbiIhVrddIFodqFm1VUOLBpuOZWJKYjBGRXduN+cpE6Oh1fYbA5VWj4NXijt1xvOQiRHi7W5x4uiJ3kCoblJZBBTRgQqoNLp+PcEQEXZdKMDipM6d+vwUMswaHoptJ/s+qGhR67DtZC5WTY2DVCyyeE0oEOCmYSE4dLWkT8vQUWltCwiEUF+PTq8tnxCNE+llqKhv7fNy/HAuD0PCfBDfLhg2mT0iDD9d6d+bhYZWDVKL6jAhoXOb9xGRvhC7CXE+p7JfypJeUgetzoBhEZ070fkpZJg+NKTfApzyuhakFdfhpmGhnV6TuIlw68SYfgv8Smqacb2wBvNGhXd6TSYWYf7oiH4N/DQ6PZLTyzFzWOcOssHe7ripn4PitOJaRAcoIOtwrgnz88CwCF/sTbG/gsNRZzIrMCLSFzKJZfes2CAlvD0kuJjr2JNMe1wtqMHVghqsmhILkfDnEM9NJLT6lNBd6oZFYyKxdHw0UovrsDU5G1l2XP9+TTggvsFJ3ERYPiEGAUo5vjqWidom5zZfqKhvxYWcKiwY3TmLQ/syrJoSi6+Tsx2qqe1JZmk99qQUYtXUOAQo5VbnGR8fgHNZtl24iQg7Tufi1gnRVjsOTR4chLNZFTY/oj2eWoppiZ0vDvNHR2D/5eJ+uzAcuFyMWcNC4dZFhoAgb3dMHhyEHWfy+izoatXo8M3JHKyaGtfpAmUS7ucJlVaPyoa+D0ABY1OJg5eLMHdk54ACMNa0rZwciwOXi5x+/JgQEb47m4dhEb6IC7beAVQoEGDakGAcS+27m9uOZfr+bD6WjreSFaXNpEFBqGtSI72krk/LUtWgwtWCGtw0vHMAahLmawxw9l3q2wCnWa3F/svFWDo+ust5FHIx5o8O7/PH8rVNahxLLe22LIFeciSEeOF4av/U5v9wzlgD2lWny6B+DIr1BgMu5FRhfBedmONDvBDm64Gj/fCko65ZjdLaZgzpkKnIZHx8IMrrWpBf2dhnZUhOK0Ndsxo3j420+v2IhEJo9dava24iIW4aFoqVk2NR36rB1uRsnM+uHLCmfwPhFxMQv/baaxAIBHjiiSfM0x588EHExcVBLpcjICAAy5YtQ1paWrfLueeeeyAQCCx+Fi5caDFPdHR0p3lee+21vvhY/SYhxAu3T4nD8bQyHLte6pSduEmlxb5LRVgxKabHeWUSN6ycZAyKuzrgHHH4agmKa5qxaorlo/eOvD2kqLex6cjBK8WYPCio257r80aF2/SIy0CE8vpWhLR7dGgiFAgwd2RYvzwqy6tohJtIgDC/zjWg7YX7eWJsjD92nnd++1CVRoetyTlYNSW2y2DYZMHoCOxLKeqXk+3+S0WYOyrcelqoNkKBsfnPrgsFTm9PZww88zAqyq/HbChRAQrUNqv7pRnU/stFmDUstNvjCgDmjAxHWnEdiqqb+qQcaq0euy8WYPmEns8z8SFeCPJy77PgT28wYPup3K7TiLUToJRjfFwgdjvQxMoWLWoddp3Px8rJsT1m/BgW4Qudnux6suWIlLwqxAQqoewmlSPQPiju22Za+y8VYf6oritrAGB4pC/kEhHOZPZdnxsiwq7zBbjZytO59haMjsCpjHKbr1X2rH/3xQIo5GJMG9J1asvBoV7I6OHmViAQICk2ALdPiYO3hwTfnMzB4asl0Dnxuv5L9YsIiM+ePYv//Oc/GDlypMX0pKQkfPLJJ0hNTcXevXtBRJg/fz70+u5rIRcuXIjS0lLzz6ZNmzrN89JLL1nM89hjjzn1Mw0EsUiIJeOiEOHvia+OZaGqQeXwsjQ6PbafysWqKT1fGEw8ZGIsGx+Nr0/0vgOMRqfH18nZCPfzsPrY0hqxm7DHGuq04lrIJW6IDlR0O1+AUg6hUNBjB7DktLJOeSbbC/Z2h8RN2Ke1AsZHmGU2b6foQAUSw7yd2mlKpdHh6+Qc3D4lttPjQmtEQmNtaF+3sy6ubjZ3+um5TEKsmhKLb8/kokXtnOY/pprhUdH+Pe5zJovGRPRZkGWSWVoPucStxxsok6XjonAirQzVjY6fU6whInxzMgcrJsZAJLTtPDMq2g8ioRAXHOxI253tp3OxOCmyxxs6k+hABaICPJ1eA6nR6bHtVA5WTomzeOzdnZuGh+JSXjVqmpz7HZk0tmqRVdqAsbH+Pc8MU1Ac2mdBsamJk79S1sOcxtpZtVaPK/nVTi8HABy5VoqpicE95u8WCARYMSkW35/Nc1obdL3BeAwNDffpMY1kXLAXssps70QcF2ysaBsa4YPvz+XjxwsFA9aJsz8MeEDc1NSEO++8Ex9//DF8fCwfNTzwwAOYMWMGoqOjMXbsWLz88ssoLCxEXl5et8uUSqUIDg42/3RcLgAoFAqLeTw8ur8wqNVqNDQ0WPz8UkUHKnDHtDicyapwqE2igQhbk3OwfGJ0j7VHHSndJVg0NgJf9+JxWUV9K7acyMbCMRFW21p2ZUy0f7dttOqa1bhaUGs5oEg35owI73b7GYhQUtuCcD/reUlNbhoWiuOpZX12h20aDMSevLEJIV6IDFDg4OXe116rtHp83ZacX25DMGwSFaAw9g53cpBlojcQDl0rwZwRYTa/R+Imwu2TY/HNyZxeX7CICDvO5GFsjO3BsKkMQ8K9cSmvby7eLWodLuRUYno3NUkdmZqV7L5QgGYndqDddaEAs4aH2p1nePLgINQ2qZBWXOe0suy/VISk2AD4evYcYLU3LMIXEjfnBeiGtpuEZROibQ7MTW6dGI1d5wv6pMPfD+fyLDqL2aIvg+IDl4ustqvuyvShISita3F6LXp5XQtUWp3Nx7hYJMSyCdHYdiq310/IVBodNh3LxOwRYYgK6Hn9IqHAoXUGesmxYmIMpg8x9v/YcTq3z87bA2nAA+JHHnkEixcvxty5c7udr7m5GZ988gliYmIQEdH9I5LDhw8jMDAQgwcPxkMPPYTq6s4Xltdeew1+fn4YM2YM3njjDeh03dcIbdiwAV5eXuafnsow0ERCIW4eG4mEEC9sPJZlV+eu787kYc7IMCjl3T8W64qvpwxzRoThGwc6cF3Kq8bJjHKsnZ5g9/rD/Dy67KWvNxjww7l8LJ8QbfPyREIBpgwOxvE06206T2dUYKKVzkgdCQQCY/aKC85vpnA+pxLxwV4OfVdDw33gr5T3qnZLrdXj6xPZWDk5Fu5S+8f5WTg6AnsuFvZJ04l9lwoxf1S43QNMyCRuuG1SDL4+ke3wTYypnfr4uABE2nCh6mhklB/SiuucHtiYaqyXddMmtSsioRC3T4nDNidlWDiVUY5If0+rHR1tMWdkODJL61BQ1fumHOezK+HjKbVpgB9rJg0yBug9PY7uCZFxEIW5I8MdOqZFQiGWT4hxSrDV3rHrpZiYENSpk6wtgrzdMWt4mFOD4jOZFUiKC7C59txk/qgIXC+qdVrzHwMR9l8uNqdytJVSLsH0IcG9ehJU26TG1ra0an4K22/i3ERCh49fhVyMW5KisDgpEpfyqrE1ORt5FX339LO/DWhAvHnzZly4cAEbNmzocp4PP/wQnp6e8PT0xO7du7F//35IJF2fKBYuXIjPP/8cBw8exOuvv44jR45g0aJFFs0s1q9fj82bN+PQoUN48MEH8eqrr+KZZ57ptqzPPfcc6uvrzT+Fhf3Xc7U3Ivw9sWZaPFLyqrH/UlGPJ6QDl4swPNLXpkfM3Qn0kmNqYjB2nLbtxExE+PGCsWZj2fhomx+fdiQQwGpP2u/P5mNxUmSXHc66Eh2oQE2jqlMGCyJCQVWTTXflAODjKUWgl9ypNVp1zWoUVDZZzbphq1HRfvCQujmUpcTUrOW2yTEOBcOA8eQ8eXAQTnRx0+GogqomSN1EFpk/7OEhE+OWcVH4Otn+/M1EhO2nczEhIRARXYxqZotFYyOw28k3UUeulWJiQqBNzVqskYqNGRa+Ts7pVV7r7LJ6NKu05py6jrolKQqnM8p71UEzt7wB1U2qXo+cNWdkOFKLalFc43gKv90XCzEuLsDh/RYwBi1TBwc5La91eV0LGlXaLjuD2iLQS+60oFil0SG/qtHhkR2XjotCcnrv9hkTYy7mMJubFbYX7ueJMF8PnMoot/u9hW1p1da2S6tmq8RQb6T38jokcRNh9ogw3DY5FuX1LdianI1LedU3fge83o8B4piCggIKDAykS5cumafNnDmTHn/8cYv56urqKCMjg44cOUJLliyhsWPHUmur7SMFZWdnEwA6cOBAl/P897//JTc3N1KpbB9dbKBGquuNkppm+vJIBhV1MbrR6YzyXo3UZk1ueUOPo9I0qTTdlsseacW1dLWg2mLayfSyTtPsodbqaMuJLItppzPKKbvM/u9+8/FManXCqFuGttG8NE4a3exkehmdySy3eX7TCGLOGjHxuzO5ThvdT6c3bhuDE0bNqqxvpc3HM21elsFgoK3J2U7Zl4l+Hn3LGfIrGmj/JeeMFFhR30Jfn8hyaBvXNKro6+Ssnme0kU5voC+PZFB9i9ru91Y3tjr8OawxtI3g6ci+fPhqca/OUx2dzaqg89mVvVrGzyMYOmf7lNe10Objmb0a0W77qZxen3f0hrZ9ptn+fcYkt7yBDl0t7lU5iIgOXi6ijJI6m+e/WlBNO8/lObzP6g0G+vZ0jkPv7U5qUQ19fSKLjl4v6XFkvl/qSHUDFhDv2LGDAJBIJDL/ACCBQEAikYh0us5Bg1qtJnd3d/rqq6/sWpe/vz/9+9//7vL1q1evEgBKS0uzeZk3YkBMZDxhH7hUSLsv5Fuc5FKLapxycFuTUVJnHi63o/yKBtp4NMMpQSKR8WDf0e5gz69spL0pBb1ebkpulXnIVIPBQJuPO3ZBb2rV0Nbk3g+Lu/9SIRVUNvZ6Oe0dvVZCF3N7voCqtcbhSBudOHy4RqenjUcznLKsXefzqaK+xSnLIjLeSG47md3jBchgMNDXJ7KcOpyuoe3C3dshcVUaHW086pybBJP8igb64VyeXe8x7TvOHsrWdINmz3mkr4bV1en19MXhdGpRa21+z7msCjqdYfsNqa12nc+nwirHzxO7zudTeZ3zjiWi3gXFueUNdOx6iVPKodHp6fPD6dSssv17av/eL510001E9M3JbKqs77mi70RqKR11wuff0QcBsUlxdRNtTc6mPRcLujwef6kB8YA1mZgzZw6uXLmClJQU88+4ceNw5513IiUlBSJR57ZKZAzgoVbbniu0qKgI1dXVCAnpugNJSkoKhEIhAgN7bg96oxMIBJgzMhxjYwOw+XgWCiobUVzdjMzSepuzFNirqw5cJ9PLkVZShzXT4u3uPNIVoUAAAxn3lVaNDsdTSzGvi/yz9hgV7YfUImObzgu5VTb3tO7IQyZGQohXrxK0F1Q2QigQ9OpxvDXTh4agplGNa4U1Xc6j0emx5UQ2lk+IgaedHaG6IxYJMT4+ECfT7X982F5+ZSPcJW5d5qt2RIiPO5LiArpNVWcgwtaTOZg2JMThNrHWCAQCzBkRhoOXi3u1nO/P5mHpeOt5tx0VGaBAXJASh67aVjZq6yy2fEKM3W0/eyJxE2Hl5FhsTbat3bfp+zJmt3BuWURCIVa2dcy0pSxpxbVoaNVYHRyltxaNicDR66UOjSSaXVYPhUzcq+Yb1jjafMJAhBNpZTZ3iu6JWCR0uAPtrvPGJnjOOp6WT4jB7osFUHWRJYna0qp5ysV2dYbtisRN1CdjBgBAqK8HVk6OxcSEQOxNKcR3Z/NQ19w3+d2dbcACYoVCgeHDh1v8eHh4wM/PD8OHD0dOTg42bNiA8+fPo6CgAMnJybj99tshl8tx8803m5eTmJiIHTt2ADBmrHj66adx6tQp5OXl4eDBg1i2bBni4+OxYMECAMDJkyfxzjvv4NKlS8jJycHGjRvx5JNP4je/+Y3VbBS/VgFK48hPH+y9ht9+eBgGAr47m4fvz+bhu7N5+PFCAX66UozktDKcz67E1YIaZJbWo6CqCRX1rWho0UCt1dvcZmhouA/8lDIcu15qzPV5OhdKdzHmj4pw6kUaAKL8PVFQ1YQdp3OxYmKM05ZvSoeVVVpvMeyuvUZF+yGnvMGhfLcanR7HUsswq5sBDHpj9ogwFLXdIHWk1Ruw5UQ2lk2IhkLuvGDYJCHEC+X1LQ7n4NUbDDieWmZ1BK3eigowpqqzNuqVKSvLjKEhVvNR91awjzu0eoPDvbpPppdjRJSfU29gTIaE+8BTJrYpx+uelEJMHxLSJ/sOYBxxa8m4KGy1oTPvD2fzMHdkmN3ZLWwlk7hh6fhofJ2c3W1ZCqqakFnagFnDbc+EYg9TdpAdp3PtavOt1upxJqsS04c6/1gCHAuKD18twU3DQ516vZBJ3LB8YrRdbeKvF9Ui1McD3h5Sp5VDJBTgtknG4Lzj9jClVRsS5tPrNvcmQ8K8kVpU65RldcXbQ4pl46OxYHQETmdW4JuTOSiudrx9fX9wrGdFP5DJZDh27Bjeeecd1NbWIigoCDNmzEBycrJFTW56ejrq640Xb5FIhMuXL+Ozzz5DXV0dQkNDMX/+fPz973+HVGrceaVSKTZv3owXXngBarUaMTExePLJJ/GHP/xhQD5nf6puVOFSXrU5KXi4nwdeXDUOuy4UWPQ6JyJo9QaotQaotXqotXqotHqotDo0tmrN09Q6428C0P4UZTqcrZ229l8uwsvbLmDt9HjklDcgp9wyfZ1QIIBQKDD+FgggMv0tFEAogPk1y+k/vy4SCiCTiPDAv4/i2eWjkVXWAJ3BAJ2eoNMboDe0+902XW8wwNaKig/3XEN8sBILRkf06oR4S1IUdpzOxR3T4u16387zBd2OEuUMC0ZHYOf5fLgJBYhp63Wv0xuw5XgWlo2Pdjj7iC1uHhuJ7afs3y6AsUPSwjHOv8EySQjxgkanN1+YAVMwnI2bhoUiqJcdUbuzYHQ4vk7OwRo7t0tZbQvqWtSY3E2u7N4aHx+Iw9dKcK2wxuqwywBwNqsCwd7uTn+q0ZG3hxSzhoVix5k8rJhofaCPo9dLMSjUu9cdh3vi5S7B7OFh+O5sntVBR6oaVDidUY6Vk2P7tBwSNxFuHhuJ787kYsUk29b1w7l83NLDIBO91T4ovn1KXLcd0+qa1WhW6xDmxKcvJkq5BIvGROCbk9lYNSWu2/OHSqPDlfwarJ4a5/RyuEvdMG9kGL5vt7+o2kb+XDQ20q5MEj2JClTg+7N5GB3j2JNOe8jEIiwYHQG9gXAqoxwn0suQnF6GJeOi+3zd9hKQrVV8zEJDQwO8vLxQX18PpdLx3re2upxfDaVcYlc+02aVFpfza8yDS/h6SjEq2q9TIHcirQyxQco+qd1q71phDdJL6qHV6XHrxJhOOY6JCAYi6A0EAwEGg/F/02+9xf/G1/XtXjf9PpVRgY3HMvH44hEYHOoFkVAIN5EAbiIh3Nr+Fpl/G6fb0ktYbzDgm5M5uGVcFE6mG0cbCvXxwPj4ALuzVwDGwREqG1oxZbBtjwBT2ppZ9MdJjIjw7Zk8jI8PQLC3OzafyMaScVHw6mGEKmdIK65FQ4vWrkfIueUNKKpu7rMarfYu5lahVa3DpMFB+PpENmaPCHP6Y2Vr0kvqUN9s+6N1nd6AzSeysXZ6vEO94O2163w+hkX4djpH5VU0IqO0rscRxZwpp7wBGSV1WDgm0mL61YIaNLRoMMVJj91tkV1Wj5zyRoucuU0qLb49k4c10+Idzqhjr/SSOpTXtWJGD8fIxdwqCAWCXmWvsUdFfSt+ulKMVVO7Doq3nMiyes1wppKaZpzOrMCtXdxIAcDW5GwsTopyOKuOLVKLalHZoMKISF/sPJ+P2yY5ltKyJztO53b7WZ2pRa1DSl4VKupbQQR8eTQT256e3y/rBmyP136xNcTMfhqdHqlFdcitaAAR4CFzw8hIvx5rh8bHB2DPxUIsdSA3qS2ICHtSCuHjIcWKiTGoa1bjwOVi3DzW8mIlEAggEgjgQGxpdq2wBtGBCuz962J8eyYXcomb09p0/nSlBLOGh8FDKsbctnbJxdXN2Hk+HwYCxkT7mWtUbZEQ4oW04lpUN6p6vPtvaNEgp7zB5hqe3hIIBFg+IRrv7LyCg1eK8cX62f0SDANAYpgPtp/OxVCV1qbH/Dq9ASczyu2uPXXUqGg/bE3OwYsv/4j37pvaL8EwAAwO9ca2UzkYHulr0wXSWMsX2S/BMGCs3f/mVA7cpW7mbVLXrMbpzAqsmtI/+61JbJASLWodjl4vNQeAxTXNyK1otHtwid6KC/ZCo0qL5PQyTBkcbB4F9I5pcf0WDAPG/aeirhVpxbVIDLPePLChRYPcisYua9f7QqCXHLNHhOHrE9lWg+LL+dVIDPPp02AYMLZ9HRXthz0XCzrdSAHGXNVDwn36LBhu1ehQWtuC2iY1/rX3Gmqa1Hj/vqkO5X62hVQsgkqjczgFY3cMRMgua0BqUS30BoK71A2jovzMlT/9ud/bg2uIHfRLqCE27XRpxXXQGwxwEwkxJMwHMUEKuy+C35zMwW2TnNfe1sRUEzJ7eKhFYLrzfD5mDAmB0olBVl5FI64X1ZoDbSLClhPZmD863O7RpzpqaNXgyLWSLh/z6A2ElNwq5FU2wkPqhimJwTY1LdAbDNh83FiL19W2JyJ8dSwLt0+J7bOLAhGhvL4VmaX1qG5UmZu7CIVCHLpajJuGhYKIIBQKEBukREKIV59eoNRaPb49k2fTo8kfzuVhWmIIfDyd16avPb2BkFPegPSSOuj0Bghg7FB2+FoJxsUGmIfKdRMJER/ihbggpUNPDGzRotZh98UC3NbDjdH5nEqIRUKntTm0lYEIm45lYcn4KMglbth8PAtrpsX32fboyZnMCgiFAgwO9cYP54w1sn3Z3Kg7J9LK4CFzw9WCWtw6IbrP2i/3ZPvpXMwYEtJpyGMiwqbjWVg5ue/OM92xVlOs1Ruw/VQOVk/tn5tdwFipUlmvMjeLAow3CgeuFPfqRsFAhJpGNUrrWlBa24xWjWWnNplYhBAfd4T4uKO4uhlyqRvUWj1yyxtgIMBNJEBCiDcSQpRO6QiaX9mIqkYVkmJ7l3/bpLZJjYu5Vahv0UAgMN4IDgnztnrsmzr59hdb4zUOiB00EAGxQiaGRCzC1YIatGp0EAiMwUlimHePY6j35GJuFZRySa+Sr3eUXVaPc9lVWD4hutNdrlqrNz8OcobKhlYcvlaClZNiLS54eoMBm45l4dZJMfCQOn4B2nYqB4uTomzKhtGk0uJEWhmaVFpE+HkiKc6/2xNYYVUTMkvrMbuLIYZ/ulKM+GClQyOeWUNEqKhvRUaH4DfQyx0JIV7wU0jN27CgqgnVjSqMaWumoTcYkFPeiMxSY9MXwFizMjTcx+kX+KsFNVDr9N2esLPL6lFW1+q0nueA8SKcUVKH7LIGGIggbDvOBoVa3gR0HPFNo9Mjq6zB+D6DAQRj7dfQcB+ndsA5k1kBpbsEiWHeVl+vblTheFqZQ6PROYNGp8emY1moaVbjjqnx8JC5gdoyv+gNBCJjcGBsItXu77amUKamU9b/NjaV6vReIhgMlvObXtt3qQgXcqrw6KLhEAkF5uZVA+GDPdcwb1Q4BrV1yhUIAC93KXw9234UMqdl3OmK3kD46lgmVk2JszgvH7lWgkh/T7uecjlbZUMrDl7+OSj+4Vw+pg8JdurxY4vz2ZXQGQyYmBBk142CSqtHWW0LyupaUNnQiva7mQCAn0KGYG93BPvIu70e/XihAHNHhlmsT6s3ILO0Hlml9ebzUlyw45UT1DZqpbX27bbQ6g24VliD3HLjSHU+HlKMjuncJNOaX2pAzE0mbhAn08ux/XQuHl00HHNGhDn9sc3IKD98fzbPKQExEeHwtRIIBIIua/ikYhH8FDIUVzcjzK93TRoaW7XYl1KENVZqWU3DzW45kY07psU5dOLIq2hEsLe7zRcqT5kYC9qG8syvbMT3Z/MBAElxAYi00qkowt8TqcW1KK1t6dSOu7CqCQYih4NhU/CbWVqPqg7B75AwH4vg15rGVg0U7QJdkVCIhBAvc5YNIkJJbQuS08vRojZmzfDykGJ4hG+nGih7DY/0xTcnc5AY5m314qHVG3A6swJrpyf0aj0qrR5pxbXIr2gEwfgZB4V6YXFSpF01MRI3EYaG+2BouPFxtGnbp+RWo75FDWqbZ1CIF2KCFA7X8kxICMRXxzIRH9y5JlpvIOy+UIA10/u+Ro2IUNusRnFNC0pqmqHS6Myv7btUhKpGFRLDvCETi8ydZAWCnzvOmv8WCCAQGDvFCtp1kDVN+7kTLbqYt+OyLNdRUtMCX08pxsT4IdBLbu6Q2981xfsvFeGfv5uGlNwqczCgNxAaWjSoaVKhuKYZVwpqrKbDIgAKmdgcNPt5SuEudXPoM4iEAqyYGINtp3LMNeZltS1QafUDGgwDQIBSjjkjjc0npg8JgbtE1O/BMGA8Vx9PLcWlvGo0tGgwMSEIEjeReZ8vrW1BaW0LmtU6i/dJ3YQI9nZHTKAC4+MDHW4aoNUbOl2rxCKhxfnFVDmx71KR+clVVKACQ8J8bGpm4ci+U1zTjEt51VBr9XBrK8/yCc5N5ziQuIbYQQNRQyyXuKGkphmVDSrEBCkwJsbfqe0Dt5/OxfIJ0b1apkqrx7dtw9bG9nByNRDh6xPZDmUUMFFr9dh8wvhYtrtgt7FVi+/P5uEOOzuxmGoHevuoVW8w4Fx2JQqrmqF0F2Pq4GCLGlVDW7OI9p1sTGnO7uymOUXHsla0a/ZgEuAlx6AQ7x6DX2tOZ5YjKkBhV4/82iY1rhbWoKatDDKJG4aEeSPC39Pu9as0OvxwLh+3T+l8Y/Xd2TzMHBpi9wWzWa3F9cKfh9iVuImQGOaN6ED7mhp9dzYPS+3M+KHS6pFZWo+8igZzmqdgb3cMDfexq/lQdaMKpzMrOrXD33k+HxMTAp2Wh5mIUN+iQXFNM0pqWtCisQwAfDykCPN1R6ivh3kI2YZWDQ5dKcbckeHYdioXq6bG9XmtZ1cu5lZBAGBktJ+x2dHk2D5rk9lTOXR6A8bHB+JURjkClHK7Kh+ICE0qHaobVahpUqOmSYWWDsGYiUwigq+nzFzrrHSXWN2vi6ubcSm/GgtGR2DT8Synd740EEGj1UOt+zlbkUZnzFikaZtm+q3W6c219gIBUNmgwpYT2XhowdB+awNvzQd7rgEAHl44zDzN10OK4LamDX2RyhDo/PTJFgYi5Fc0IrW4zpxXOcLPE0MjfLoc3nnPxQLMGBraZQVb+85wgDEn+6gov163O/6l1hBzQOyggW5DnF3WgJS8KrhL3TB9SIhTDsyMkjqodQaMiLSeOqknRdVNOHq9FMsmRNvcPOFyfjVEQkGX6Zq6ozcQNh3LxK0TY2x6XF/VoMKhq8VYOTnW5iDGePGSIS7Y8bzDHTW0aHAivQzNKh1ighQYHe0PkVCAivpWnMuuNAc5O07nYtbwUKsBX18Ev9YcuFyEyYODetXcpEWtQ1pxHQqrmwAiCIVCJIQoER/sZVPb0kt51SAQRkf/nF0js7QeVQ0qm9KJNbRocLWwBuV1rRAIALnEDUPDfRDu59GrbXToajGSYgN61Q6eiFBW14rUolo0thrTIcokbhjUNphNdzdvBy4XYViEr/mpgqkp1fh4+wd4aGjVoKSmGcXVzWjqEGh5ySUI8/NAqK+7TfvBlhPZuHViNCRuIjSrtdh2cmCC4pomFY5dL8WytkfCzWotvj+bjzumdp9ay9kKqppwtaDGom/D5hPZfVaOVo0ONY3GoLm6SY3GVo3VtJJuIqE5X/uzy0dDIRdbBKhanXFQEWtFNC2vu9eEQgEkbkJI3USQikWQuIkgFRv/l4hFkLoJIRX//Fr7ff3Q1WJ4SMUorWsZsKY/gLFvTUygAtnlDVg8NrLf2n07EhB3REQorG5GalEtWttuZIO93TE80tccLxRWNaGsrsV8zuiqM1ywkzNQ/VIDYm4ycYOKC1YiLliJJpUWx1JL0azSYUyMX68Ct4QQL+w4netQQHwyvRwNrRq7a1JHRvlh8/EsDA33set9plGvFtlxkvJXyjBxUJA5l29PNDo9CquaMGmQc3O4Kt0lWNTWizmnvAHfncmFUCjA+PhAKGRi86AdkQGe8PaQgohQ2aBCRkmdMfht204BShkGh3nDXyHrswt8q0YH917WBrhL3TA21t88up9Ob0BWWQP2pBRC3zaSV7i/J4aEWe/BbczqkI3Bod6QS9yg0elxLruyy6wS1Y0qXC2oQW3b6EgKmRjDI31tTm9nq0AvOSrqW3sVEAsEAnNHGpNWjQ7pJXXYdT4fBiIIYGynbRoEw2T2iDBsOmas2Wts1SK9pK7bNvnNKi2Ka5pRXNNsHPyk3T6jkIkR6uuBCQlBvRo4IyWvCkPCvc1PazykYtw2OcacQaC/gmK9gfDjecumIx5SMWYMCcGelELz8dfXGlo0SE4rs2g6JhAIMD4uAGezKvtkdDq5xA1hfm49NkUrqfl5AJ7rRbVYPiEacolbW4AqhFgkHJBH4RX1rWjV6DFreBjSS+rw05XiLvtX9KWyuhb4K2RIigvAsEhf/Hg+HxH+ng7dcNpDpdVD6tb7TnMCgQCR/p7mZnqmm++T6eVobmve5q+Q4cDlYjS0aNDQqjV3hrt5bOSAdYQdSFxD7KCBriHuiIhwMbca2eX1CFDKMWVwkEPtZb87k4ubk6Js7qSn1Rvw/dk8DGnXtsleBVVNKKhsxDQ7hqT84Vw+Rkf7OZToP624DiU1zT2eZHedz8fUxP7p0KHVG3A2qwLF1c34v4NpcJe64Z6bBlkEvwkhXn0a/FrTH3fy7WsyTO1QfRUyDI/wNWeOaFZrsftCIVZOjsV3Z3Ixa3iYORAtr2vB1YIaNLYNT+vjIcXwSF+nJrK3pqK+FVll9U4PtDsiIhTXNCOtuA7NbZ9RLnXD4FBvEBmPn8KqJtw+JRZ6A6G42hj0WgyXKhDAXWIMksJ8PaCUi52+H3WXGaRFrcPWk9lYPSWuT9I8dbTzfD4mxAdaTYl3IacKBHJa7/quaPXGDr1d9V34OjkbKybG9HvgoTcYsO9SEYQCAeaODMOu8wWYPDgIey8WYv7oiH5LI2gNEWFjh6Zj57IrQUR9Hoh2tDU5GysmxVrUXKcV1+JibjUWjendwEzdyS6rR6tGj+EOPqm1VVldC7afysV3Z43ZV7zcJYgJUmBoeN+nuOMaYtanBAKBuRauor4Vuy8UgABMGRxs1wlubGwALuRUYmJCz7WilQ2t2HuxELeMi+rVySHS3xNnMiug0eltOhBNWRccHfUqMcwbzWotTmWUd1n7W92ogkgo6NNguKFVg7yKRhRWNUHX1n7ONGynXCKCVk8YE+Pr1OYav0QdazIAY/OWy/nV5qDOXSqGVCzCNydzIBQKcDKj3NyGMshbjvHxgU5N4WcLP4UMp20Ysri3BAIBwv08Ee738/ZpVmuRXlyPE2ml2Hm+ADGBCnjK3CBry7s9IsoXPh7OaTZjq90XC7BorPXBN9ylbrh9chy2JPd9UHy1oAZBXvIuz3tjY/2x+2IBiqqbLLapMxERtp/KwdLxUV2e0+aMCMPBK8XmDrj94XpRLS7lVWPeyHCLTq8BSjnWTE/AnosF8FPInP5UzFaHrpZgxtAQiyB0XFwADl0tRlpxXZeZVZytsKoJIT7unZosJYb5IDZIid0XC+HnKcXUxGCnH2OFVc0YE9t3gy+V17Xg6PVS+CtleHD+EIT7eWBxUhSEAiC3ohF7U4yd9KRiEYZH+iKil03LbiQcEP8KBXrJsWxCDLR6A5LTynD0eqnNnfAi/D1xNqsC6KHj/sXcKhRVN2HN9ASnJNmeO9J4cejpUebZrAoo5GIMcbA22iQpNgDHrpfiSkGN1SYiB3uZc7I9Y9OLZuRWNBhr+Nq+A0+pG6IDlZg3KhwSNxHUWj22nMjG1qfm4XhqGRaOiUBKbjW2nsyGr4cUU4eEDFjnpP7mr5Rh5rCfh0c+k1mBn64W40JOFUZF++HmsZGYNTx0QPKlmphSePW3Vo0OJ9PLUdeswaRBQYjw90RckBJXC2sxNbFzftn+kFPeAH+FrNvc2+5SN6yaYgyKV02J67KjT2/Ut2h6bDoCAAvbOpItG983+YD3XSrCxISgbm+o/RQyaHR6NLZqe9VMxRYNrRrsuViIuGClRVMjjU4PcdvjeZFQgMVJUUgrrsPXydlYOi6qX2rzTSrqW6HW6a1m4pk13DiksUIu7pPhmztKTi/H7V0MJiNxE2HZ+GjklDfgq2NZWDA6wqnHXH2rpk8GQaqob8WRayXwU8iwYlKMOctNhL8nCquaEB2oQGyQ0twZXq3V40pBDc5nVwIw7q+jY/xsyq9/o+KA+FdMLBKag4rssgbsOJ1rUyc8qViEVo3O6gVLbyDsOp+PcD9Pp45F7u0hNaYgatV0ecBdL6pFs0pnkTC9N6YPDcHelEK4S9wsenynFdc5NLiCaXCLvIpGlLcNlw2BAGKREBF+HpjYTftMjc4YDN822ZgvWavTQ9iu1r+mSYX9lwqh0RmQFBtg1xDevTFQFQMGIlwvrEVGSR0EAgGGRfjg1gkxWDkpFhUNrYgNVGDPxULoDIQAhQzj4gP6JMD6pSAipJfU42pBDWQSEaYODjY3Jyk9m4cRUX4YEu6DA5eLYCBg/qjwfnsUrzcQTtk4UqBcYgyKtybn4PYpsU79zogIP5zLt2kwF4FAgNsmxWJrcrbTbupNzmdXwl8hs+kYnTcyHD9eLOyzkeGICEeulaK+VYNl4zvng29s1VqkVQSMT9Ai/D3MQ7f3xxMqIsL+S0XdZhxaMi4KW05kY2EfNlcAjDd3MTZknIkNUiIqwBN7U4ogE4swa3joL7ImtaK+FUeul8DPU4ZbrTTRiQ/2wunM8k77q1Qswri4AIyLMzYtqmpQ4UxmBRrbtTXuauCNG9Wv9wrCLNjTCW9iQhBOZ1R0CjzrWzT44Wxen7UzmzcyHLvO51sdnrigshE55Q24Jcm5w64uGB2B7adz4SF1Q7CPOwxEuJBT2WNu28ZWLfIqGlBQ1QSd3tQbW4BALzmiAxWYmBBo88lRbzDg6xPZWD6x6+wcvp4yLBkXDb3BWL5z2ZXwU0gxZXBwn6aR6s8KUAMRUotqkV5SDwGAoRE+uHWicfREIsLXydlYPTUeP14ogEIuMbdBq6g3DsrSqtFDIRNjQkJgvw0z3deXv4ZWDU6kGTOSDA7z7nY0STeREAvHRKK6UYVtp3IwOMzbIjNHXzlwuQhzR4bbvL8bg+JYfJ2cg5WTY52WU31vSiFmDw+1uf+DVCzCgjER2Hkuz5yJorfyKoyjf9naDEImcYOvhxQlNc1OG2K+fVmS08swY2hIl01DjLXTnY8VD6kYd0yLx7Hrpcgsrcf80RF9mv7MWlOJjgQCAVZOjsWm48b0eX1Ve302qwKrrKR5tEYkFOLmsZEoqm7CxmNZmDMirFMu+YFiGqzK10OKWyd03VZdIReb+yZ0x18pw9yR4QB+zkax+2IBdHqCTCLCqCg/p+/D/Y0DYhfjKRNj0ZhIEBFS8qrxzckc+CtlFp3w/JUyVDepLN6XWlSL60W1WD0tvtej4nVFKhbBVyHrdHGoalDhVGYFbp/snFHtOrp1QjQ2n8jGojERuJRXjRlDf+7cZ2rukFfRgKZ2Jw1PmdiiuYOj9AbC5uPZuGVcVKeacSKyMtCIMRvF+PhAVDWosDelEDq9AePiA60+avylMxAhrbgOacV1EAAYEu6DW60ker9aUIMRbcMQzxsVjh2nc80XrUAvubmpTUOLBmezKlDfqoWsrYajLzsJ9cX9goEIl/OqkVXWAIVcbHdaRT+FDKunxuNKQQ02Hc/q1F7UmUz5Se3dxrK2oHhLcjZunxzX66A4vaQOSrnE7gtygFKO+BAvJKeVYUovRzusa1bjdGYFVnXxqL0rM4aF9Dofe3sqjQ67LxbCXynrMetPo6r75hrTh4agtLYFXx3LwuKxkX0yPLqpqYQtfULcREKsnByLb07mYM30eKcMYdxeWnEdBod6213TG+7nibXT43HwcjEu5VVh3qgIh546mLLK9EZVgwqHr5XA20OC5RNi+uR6LRQILAZoatXocCmv2tynItBLjtHRfgM2PLmjOCB2UQKBAGNi/DEmxnonPKVcgvoWDZRyMfZdKoJCLnbaMMvdmTE0BFvbagIB4zDIe1IKez0wRnf0BsKcEWF4+vNTqG1W466Zg3A+pwoggthNhAg/D4xPCHR62ykDEbYmZ2PB6M6PAP0UMlQ3qrsNZPyVMiwdb6w1PptVgTOZFQhQyjDZwQwj1vTFJqe2IDi1LQhODPO2GgS3d72ozvwoXCwSIiZQgfQS48WrPaW7BHPaajFaNTqcy67E8bQyuAkFGBXth0gHBgfpjlgktLkzaE+qG1VITi+DRmfAyCg/rOzlDeCISF8MDffGgcvF0OkNmD86wqkXR1sec3dHJnHD6qnx+LpdUyFHNKu0uJRXbXOtXkfDInzx05ViZJfVO9w8QKPT4/uz+Vhr4yA67QnbmgR11Z/BHqcyylFU3YxFYyJsCkYaWzUI9u7+ZibExx13TI0zN5VLinNedg5H9iG5xA03J0Xim5O5WDXF9pzytriUV21TkxtrhAIB5o0KR3ldCzYdz8KMIcF2jzBaWd/q8A18daMKh66WwMtdgmUTou061gUCAfQGcrjpkFziZtERs7yuBcfTytCi1kEoAAaFemNQqLdTmyb1BU675qBfWto1ZzB1wqtsUCFAKUN1kxoqja7bR259ISWvCmKRcYjgzcftG3JZpzegoVWDhhYt6ls0bX9rzKOCWeMmEkIhF+O/B9MgdRPhrXsn92ogClsQEb45lYPpQ0KsjgJXXN2Mktpmu1MNVdS34mR6GfQETEwI7FUHFCLCzvP5TmkrbmoDe72oFoAxCE4M87bpMWxmaT0aWjWd0mR9dSwTd0yzbXQtrd6AS3nVKKhqaquJNp6ge/sY+GxWBcJ8PRx+VKg3GHA2qxJF1c3wU0gxeXCw3R0nbUlhZGyDXoTBod4YHeOcZhQn0soQ7O3e6+HeVVq9w0GxaSTJ2yb1fgS6rcnZmDcq3O72qaaBNhYnRfbqpnnz8Sysmhrn0D5ZXteCg1eKMT4+0FxrZ4u9KYW4aViozdvuSn41MkrrsWRc19kz7PHTlWIMCvVy6PpSWNWEy/nVWOykZnS9GSSqIyLCkeulaGzVYtGYCJvb2Z7LrkSIt3uPOaTbq2401ggr5RLMHBbi0PdyIacKfgopouwM4G2hNxAyS+uQXlIPQ9tgH9eLavHkLSOdvq6u8Eh1fezXGBADxoDyWmEtDlwuwr5LRVg5ORZBDtyxEgA3oQDitgTvYpGw7W9Rp2kS82s//958Ihs6vQGzh4fCQMb2yw1tAa4twa2XuwRKuQRKdzEUckmPd8sXc6sgEgowKMTLaY9xu0JE5g4rXV0ITJ0XHc3VqNMbcCazAiW1LQjylmPSoCC7aweb1VqcTC83txuzFxEho7Qe1wtrQQAGh3phSLiP3Rf8LSeyrdYEFVc3I7OsHjcNs6+TpamtckZJPYgIMUFKjIj0dahzSH5lI2qb1HYHmSU1zTiTVQEiY1opR1MIAvbl9LxaUIMrBTWYOzKsV8M7N7ZqceByEW51UmcwU4aV2ybZNuqkycHLRYgP8XLKhVynN5iHabdnX/jxQgFGRPr26jsEjPtzVlm9uSO0LbR6A/alFELiJsLsEWF218D9cC7P7hvehlYNfjibj+kO1IC2V1Hfigs5lVjYi0FSrhfVorK+1a5tZk37PgrOVNOkwp6LhTbfqPxwLh83j42wqSlITZOxRlghF+OmYb3LuNPQqsHZzArz07W+YCBCSm41rhRU46tjWdj718V9tq6OOA8xs1mTSotz2ZWoaVLDTWh8fLd6ahwmDQpCbnkDZg4LtbuTEhFBbyBo9QZodQbzb027/1s0OmhbDNDq9T/P0/b6F0cyAADxwUoo3SXwcpcg0t8TCrnY6b1am1Ra5JQ3mJuEmB7jOrPDT3u7LhRgTIx/t7UiIqGxI5mj3ERCc5vIstoW7DqfDyJg8qAgm4fhbHIgHRQRIbO0HtfaguBBIV5YNiHa4ZrYgqqmLvNghvl54HRWBVrUOru+J+Mjal8Mi/AFESG3ohG7LhRAbyAEe8kxNi7A5lraAKUc6SV1Ns2r0elxMr0cVY0qhHi745akqH7voT080hdDnNCMYvfFAqcOqSsVi7B6apx5sApbguKc8gaIhEKn1Wq5iYRYMi4K29u1T+/JmcwKhPq49zoYBtr258xyqLR6m/a/KwU1uF5Yg3mjwuHr2X+p9pRyCdZOj8ehqyXIKmtwKLtCb5vbmAwN98HpVg0u5lZhTC+efJzPqeqTgVp8PWVYOz0ByelluFJQg8VjI7utjTcQ9RgM1zapjUNby8ROq6lXyiWdhmx3lrpmNY6nlUGt1WN0tB/W3TQYvn3QFt0ZOCB2USU1zbiYWwW1zgBPmRuSYgMsRvb67kwuFidFYUJCIDYdy8LyidF2PQ4UCARwEwngJhLC3qeIGSV1eGHVOAR6yZBeUm/XCHaO2HU+H8vb9TKXiUVYNTWuT4LivSmFGBzq3W9p0wAg2Mcdy9vyUp/KKMfxtDKE+rhj4qDAbk++ja1amzpzERGyyhpwtaAGRISEUO9eBcHtncoo77Yt7cLREdibUuhwTaVAILDIvVla24KDl4ug1hng7S4xDqfdzU2Bu9QNrRp9t+vIKW9ASm4V3ERCTBoUNKAjgQHGnvELRkegtkmN7adyMSjUy65g4kp+NQaFeDk9u4kpKN5yIhu3Tozpdt9TaXQ4nVmBOxxs79kVbw8pkmL9cfByUY+1ZdllDahv0WDeKOfVqs0bFYH9l4q6HVq+rlltPI+EeTu9RtNWAoEAs0eEoaCyEV8dy8KS8Z07BXfn0NUSzBzWfVYJW01MCML+S0XILK23q7mICbVlTHC07bAtpgwORkOrBt+eycWwCF+HRqGra1bjp6sl8JC64RYnBcJ9hYhwKb8aWaUN8HKXYM6IsBsiLeYvv4TMKfQGQlpx22NiAKE+7pgzMtxqTYSpdtdUe3XHtDhsPp6NFZO6v0g5g1qrx4WcKnPNgd5A2JtS2GejOZ3KKMeoaP9OF/e+CIoPXi5CuJ+HzSdtobB3HR06EouEmN52c1Fc3YzvzuZDJAAmdzGaYaNK2+Xwx6aLyJWCGhCMNflLx0c7tdNEeV0LApSybgNrd6kbfDykKK5utqvdXVdCfNzNbRJrm9Q4mVGGplYt3KVuGB8faHV7WCtdi1qHE2llaGjVIDpQgeUTY/osbZWjzxF8PKVYPTUO1wqN2SjmjAjrMVjX6PTGbDN9FIhJ3GwLir89k4dl47vviOmouGAvlNe34mpBTZeBS02TChdyKnG7gx35uqKQiyFxE6K6UdVpXzMQ4dCVYrRq9bh1YoxTAqLeNpiMDFDgdh93/HAuH4NCvMyZYLpTUd8KjU7v1H4ppswzCrnYap+M7pzMKMfkQX0/LLRSLsHqqfE4n12JrSezsXhslE3XlbpmNX66Ugy51K3HGubeEMC4j/XmPFXfosHx1FKotHqndAzubxwQ/4q1qHW4kFOJigYVRAIgMdzHppq7a4W1GNquY4HETWQOinvTG9wWO8/n45Z2tSODQr2hN5A516kz1TWrUV7X0uUwpc4Mio1DZcrt6rAR6uOBkppmpzyO7SjMzwMr/GLMj/GPXi9FuJ8HxscHmoPaplYtYtrVZBMRcsqNQbDBQIgL9nJ6ENzesdQyLJ8Q3eN8M4aFYPPxrB5zR9vLx1OK+aOMN2LNKi3OtjUrEouEGBvjbw7ATTEFESG1uA7XC2vhLnXDlMHdj1T2SzEswheJYd44eKUYGp0BC7ppRrH7QkGPo0n2VvugePmEmE419Eevl2J8fECftfEHjDV6357JRaCVIaA1Oj12nS/A2ul9c1MwZ0QYdpzOtQi2s8sacDqzHLOG/3Ly3JpI3ES4bVIszmdXmp8sdtUUyFlNJaxZNiEam49nWU1h2RW9gVBU3Ywpg3uXcs8eSXEBGBLug13n8xEbrDQ31WhSaeHRbp+ub9HgpyvFkElEWJwU1af55gHjNaGoutnu9J1EhKuFtUgrroWXuwQ3DQ/t807pfYUD4l+ZivpWnM+pRKtGD3eJCGNjAzBtiH2PaDNK6jo9gpa4GYPDLSey+mzY1ZS8KsQFKzvVCg0J94HOQDh0tRizhoc5ZV1EhB8vFPRYw+OMoDg5vQweUjeMiu659qS96EAFrhfV9klAbCJxE5k7pBRUNuK7M7nG9seDg9GoMjaZyClvwOX8ahgMhNhgJZaM67sg2KS2SW1ze3HjiH4BOJ9d6dSUUO15yMTmznsanfEpxumsCggFwO4LhRCLhGjV6DAk3KfbwTP6gjPWJBIKMX9UBOqa1dhxOhfxwV4YG2vZjCKvohE+njIo+2HQk66C4sKqJqi1+n4ZPW3p+Gh8dTQTK6fEmZ+kERG+OZmDWyfGOD0HrombSIgIf09klzUgxMcdey4WIMTHo09TTzpDUlwAYoOU2Hw8C3NGhlsN3J3ZVKIjoUCA26fEGbN1TImzKYA8nlpqfmrWn9ylbrh9ShyuFNRgy4ks3Dw2CsU1TYjw90RDiwYHrxRDKhZh0dhIu7POOCoh2AvnsittDogbW7U4nmYc5Gt4pC9WTnJuCryBwAHxDc5AhIySeqQX10JPQKBShplDQx2uPdHo9HATCa3u2DKxCKunxGFLcjZWT4lz6khBTSotskobunzEMiLSFyl5VTh6vdRi4AxHHUstw2QbMy/0Jig+m1UBoUDgUKDm6ylFTaOq5xmdJDJAgcgABdRaPQ5fK8G7u67gWmEN5o4Mx5JxUX0WAFhz+FoJbh5re01kYpg3vk7Oxshovz4bOMZE4ibC+PhAXMipRG5FI/IqG1FW24KFYyJu+JGavD2kWDUlDteLai2aURiIcDytDHf2Ua2oNe2D4mUToiETi3Dkemm/lUEoEODWSTHYfirHHIzuPF+AmcNCndp0TKc3oFmtQ5NKi2aVFs1qHbQ6Ax7++BhunxyLtdMT+rQ23Jl8PKVYOyMB+y8VIau0HtPbnav7oqlER2KRECsmxmDrSeN31l3grdMbUNmgwsxhA1fjPiLSF4NCvLDrQgE2Hs3ELUmRCPJ279dA2ETpLkFjDyPWERGutw3SpZDZP2jQL92NcZQxCyqtHhdzqlBW1wKBAEgI8cItTqq1O5NZgQkJXbenkknccPtkY1B8x9R4pz3G2Xkuv8eOUaOj/XE+p7LXo0pVNrSisVWDmCDbA2tTULw1ORu3TbItKE7JrYJKo7e4KNhjIO62DUQ4mV6OZpUWd80chMGhXsgoqUeojzuC7Gyb56gmlRZiN6Hd+9bckWE4cLmoTx/pl9W24HRWBQwGwpgYf4yPD4RULMKScVE4cq0EpzMrsGB0xA0TwHRlaLgPBod646crxVDr9BAKBJg7IsyhfZKIYMyUSCAyNjExZVAhMv5Npr9hnIHavXbz2Eh8cSQDFfUqPDR/KFo1eoiEAgiFAuPvPjxOPKRizBwait0XC+HrKUVUgKdFbm8igkZnsAhmjX/r0KTWwtBNikjjFjGmp/SQieEhdYOnTAw/hQyR/p64fXIs4oKV+PFCQVtzpoB+vSl1lFAgwILREcgqrcem41lYOj4K7hK3Pmsq0ZGHTIyFoyOw/XROt7WWh68Za6v7W32LBgWVjSisboZWbwBgzCpkyva0YHQE9qUUdnqfp0wMX4UUvp4y+HlK4S5167drRJNKi+OppWhS6TAk3PtXURtszY191nYh+ZWNuF5Yi0Gh3pCKRRgd7YfJg623fe2N8vrWHrM6uEvdsHJyLLacsG/QjK4kp5dhbGznjm3WJMUG4ExmBU5llHfZ9rc7RIS9KUVY48CJWSYW4fYpcTYNInCtsAY1TWrMHuGcJh79ISWvCunFdZg+JAShvqH4/mwexscHYmysPw5fLcGJ9HLMGxludyo2ex26WuzQdvP1lIHI2NzCmUPMqrV6nMwoR3WjCsHe7rh5bGSnWmihQIBZw8PQrNZib0ohfDykmDEspE+Dtb4mEhozCXxzMgf/76c0PDhviENp4oybQACBwNi8w3QhFQhg3j7G19r/bZzPND23vBFXCmowaVAg3IRCGNo6/uoN1Kv0hLb6YM81AMAjC4chv7LRojOaVCwyB7MeMjHCfD3gKRPDXermcFq9ivpWDA71Nt9MF1Y14fuz+RAIgAnxgU55EqHTG/q06VN8iBfC/Tzw3dl8HEstxVNLR/XbSGX+ShnGxwViT0qh1RtkjU6PhhZNr3Jx96SuWY2CqiYUtQt8AUApFyMqQIG5I8PM184rBTX4x7rJEIuEyK9s7NSJnIjQqNKiplGNqgYVMkrq0NyWJq39FiUA7hI3+Cqk8POUwddTCoVcbHPw2r5jnXEwpTpcLaiFh8wNUxODnT5a6y8NB8Q3CLFICLXWWDMyY2jfPKYwDtVs2w7vIRVjxaQYu0eS66i6UYXqRpVdnRomJATiZHo5zmZV2D2S28ErxZg1LNThE3P75hNdBcXpJXUoqm52SmYMiVgEtVbfpx0qCiobcSK9HCOjfK1mDxAJhZgzMhwqjQ77LxfBTSTEnBFhfZL2R6XVQ28ghztlmHqbOzqMb3uZpfW4kl8NsZsxXZq1i6feYLAIej2kYtw6MQbF1c3YciIbY2L8kBjm0+uyDARTR665I8OxcIwxvd2KSdH9Xo79l4rwu7lDEOHvgR2n83p8FO5segOhsVWLxHBvNLZocdPw3g0CYYtz2ZWY1W49Ef6eiPD3NA+4k5xeDn+lDFN6MUx7k0oLRR8FOFUNKlzKq0KjSgupWIjM0nqkFtficn61xXyeMjGCvOUI8XGHj4fUqbWO0YEKNLZqcCKtDFM7PFE8dLXEaZUVdc1q5Fc2objGMvD1kksQFeBpEfhaQ0S4XljT7txL2Hep0NyhFzDeHCrlEpsG52pR61DdqEJNkxq5FQ1obLXeDELiJoRvW9Dsp5DBy0OCMF8PZJXWI7eiEY2tWgwO8+73PhEDiQPiG0SYrwfuvmkwAr3k+OlqMfR6A2aNCHPqHdvJ9DK7cv56ysRYPjG6raY43u62m0SEPRcLccc0+4OXyYODcDy11K6E7CU1zSBCr9NztW8+sWKSZVCcU96ArNJ6pw0nGunviYKqJofya/akrlmN/ZeLEOLtjjumxvV40pNJ3LBkXDTqmtX4/mw+Ar3kmDYk2Km1oId72XFSLBIiNkiJ9JI6DA71tvv9ja1anEgrRbNah7hgZY/p0irrVQj06pyKLczP2AnqfHYltpzIxtyRYV2msPulUWv12H2xAIFKuUVHrrEx/k7t2GqLA5eLEObngcQwbwDAgtHh+PZMrnkQnf4qw7xR4Qj0kuNaYQ32XCzo1ehqtlBp9VY7LrcfcKeivhW7LxZCpzdgbIw/YoLsGzG1oVULpZOe9jSrtLicX4Py+hYAgJ+nDOPjA80dMAUCgdWa2sZWLcrqWnCtsBZ1zWqLmneBQIAApQwhbc21HGlTOyLKD8lpZbicX42RbSnhVBodWjU6uzLAEBHqWzTIq2xEcXUzdO2awni5SxDl74khPQS+XTnToWInMcwHBjLeCDqS49pd6gZ3qWePnbFVWj1qm9SoaVLhakEN6lo0+PJoBuqaNfjNjAQMCvVCVMD/Z+8/o9tK1/RQ8NnIkQQJ5hxFSiQlUaISJVWpVEEVVDnXmel2h7Hb3e1rX0/7dntW+851aturx8fjZbuvfX37jjtVkKpUJVVWJalEUgwSRTGJASRIEDnnvPc3PzYAESQAIlGnzmk9a2mJBEFgE9j49vu97xNkf2uKYeBhQfxLB4mQh/OHmxEMR/H9rB6hCI3HeuuKYu/kC0Vz7jyXiAV44UgLPhhS4a0cI0+/n9HhkX21efPiTu2txbU5fdJilw40Q/DDrB5vF0mQE6dPbC6KNVYvptdtSSEfhaKlUo6RRVNRC+JQhMY301pwORRePNKS8yKukArx2ok2bFi9uDiygu76spwdNFIhEhMX5ZqKuBUD7ZV4b0iFztrSrIp1hhDcXbNBbXJDJubjVA5CEZ3Dh7qy9Busw+2VONCixLfTWtAMwZMHGn7ShvpTa1Ys6V14pr9pGzWmo7YUBocfCzpnokDdTXw/o0ONQoJ9Dfc77JUlYvS3VmzroO0WjA5WpxG3XutpLIeIz8Mn4+pd80G2uoNZJXlVlYrx4pEW0AzBlNqK26urKJUIcLK7JisOuycQzpv+FKEZLGgdWDG5QQh7XTrQnDuNTy7mQy4uTbm+0QwDqzsIg5M950IROslzWyLgoaZMglqFBOVyYdrP+mB3Db6e2oBcxEdrdQm+m9Hh8b7UhSYhBE5fGOsWD3T25MJXIRGguVKOnsbyogl3aYZgzezFsc7k1y1+zudbFGcDEZ+L2jJJwg3ku2kt/ukr/VAZ3HjxaAssrgAmls0JoZ1UyEd3vQINaZJDfxXwsCD+JYVIwMOzh5oQitD4YVYHf5jGYz11eXMntTZvklgkF5RKBDg/0Iz3h1fw9qn2rApcvd0HmpCCLcXO9NTh+xkd5jbsGT1+r97dwJMHGorazdxcFA921WBSbcFrRe5cSUV8+EOZlb/ZgiEEP84bYPcE8cT+hoLtsxorZHizoiMR7HBiT3VBCXw3iuQgAgCP7K3Fj/OGhFVaKphdAYwumRBlCA40K/FKHu+dyRnYcTPG43LwdH8TnL4QLo+vobFChmOdVT+pi4o7EMaXkxvY26DISDc5va8WH95cRXWpuKg87a24NqdHZYkoZTBGW3UJXP4wxpZN2wqJYoIQgu9mdNs20e01JRDxubh4cxWvHm8rOn1jYsWMR/dlT8vgclgXm8PtlXD6Qrg2p4c/FEVPYxm66xVpzzNPIJI1h5YQgjWzB3NaR4x7zMHeegVeOJJdIqWAx8mZ+sXlcFCtSC/m9YUiMDoCWNQ7YfMEk4plDgUo5SLUKiSoKZPg3MFGfHhzFRRFgSEEMhEPdm8QmhjVYXPhWyYVoqlChp6m4hW+6XDjXvo1b19DGQjZHQ/+rfhiUoO2ajm668tQXy7F9Tk9ntjfkMRV9wYjWNA5MblqAQHL/2+tLtmV1MpfFB4WxL/kEPK5eLq/CeEojR9m9fAGIzjTU5fzePb2igXPFjDmV0iFePZQIz4YXsGbJzNz/GiG4PtZfdGM7c/21eObu1pwOZyUnas1swdiAa9okbnhKA2tzQeNxQuXPwQRn4vf/e838A+f64PLH/5JhjHcXbNhQefAqb21qM9QJOaDnsZy7Gsow80lE8ZVZjzelzs9gGYIbJ5g0UQu9UopxlVm+EPRpG5ZOEpjbNkMsyuAyhIxnu5vLKhjG6GZrC+aCqkQrw+2J9T3J7tr0Fz54CK8U4EQguEFI2yeIF4+lt204KWjLXj3hgrvnM5tIpQtbswboJAKMqae9beyQs8FnWPXONrX5w04vS+1MLJeKcXZ3np8MKzC64PtRS2cAmE6b5cSdh1uSthjfTSqhkTICqK2Tl48gUjGDrHZFcDdNRu8wQgoiuXkPpXnhKNcJoTdGypqqIhUyEd7DR/tNdupIgxh1xOjw48b9wwIhGkEwlH8vf/2I05214AhbOHbXPlgCt9UCEdpWN1BnMlg+xZv8mQTJZ4PCCH4ZHwNB1uUCcpNZYkYDl8IUZpJ+nzLRHwMtFdiIGYhSjMM1CZPLNCHBgWgXC7CvoayXxp62FY8LIh/RSDgcXHuYCPCURrX5wxw+cN4ZF9tVkUgIQRRhhS8KJTLRDh3sBEXRlbw5sn2tJ2Dr6c28PTBxqJ2a5880ICv7mjA5VBJ47cozWB4wZhX8R2M0NBavdBYvfAEwonb+TwuGpRSHGxVQiEVYs3sQVtNCbrrFbi5aILLH0aNQoKjnVW/kIV2MzRWL4YXjGkFc8UCRVEY7KpBlGbw/awOgVAUTxxoyFocd3PRWPS0qHMHWSHYy8daoTa5cUdtBZfLwbHOql+IGX8cHbWlaK8pwfCCERMq1mZpt507UsHsCuCbu1oMdlXnpB3gcTl44UgzPh5X4/UTxY0uHrpngFTEx8GWnXUBZ3rrcHlcjRKxoOj+zw5vCJ5AJGNIQUWJCM8dbsb7Q2xRXAzfWLs3iDJp4boQiqLQ01iOnsZy+IIRDC8a4fZH0FZdgoOtSnAoCsFINOmYvcEIptdsMLkCAIDKEhGO76kuyrlZLhPB7g0+sJQ9DkWhskSMyhIx9tQp8O20Fkq5CL/9RDdaq0qgMrhwrLMq55jnYuKHWT0ez0LY19NYDkJYClExXYtohg2ZOb23ZtvnJz5hy/R8XA4HHbWl6Nh0vbW4A5jbcMDuZf3zhXwu9tQq0FIlf6BC2HzxsCD+FYOAx8WTBxoQpRn8OG+AzRvE6b21GT/4cxsO9DQWp8uilIvweF89Lgyv4I0URfGK0QW5mI+KkuLvIJ/ub8Jnt9fB5VBoi+12v5jU4NlDTRnH04FwFBtWL9Yt3iR6goDPRaNShoH2yoz0grtrVpyPBVfER1sGhx9fTGpA0wx6m8rRWVua94hcJuLDHcjeAQTIXTBXLPC4bOKZLxTBt3e1EAt5ONtbn7GTSAiBzu7PqSjLBEIITK4A1CYP/uvVefy3q/P4l28fwYtHW38yizJFUTi1txbBCI2rUxsQC3g421f/QI4vHoUOAG/l6digkApxoFmJ63P6RNJhoRhZNEIk4G1LyMuEF4604L0hFc4fbi5qgt6XdzRZOZWUSgR49XgbLo6s4OVjrQW7/0yoLDhVgMd6KkhF/ATfesXowsdjbBql1ubF9LodarObvZ+Qj/3N5QV5vKdDuUyI+Q1H0R83E2iG4PqcHk5/GE/01aNEIsCViTUMtFeiv7UC1+f0GFkw4skDD35D6g9FEQxHs6Yd9TaVY0ZjL1pRHKEZfDC8gqcPNqa8FlcrJPhx3gCaITmtD5UlYlTuu9+EC0ZoLOmd+Pz2OhhCQAFoqJCldb74ReNhQfwrCh6Xg7N99aAZBjfmjbgxb8DJ7u07QYC1CXtlh1CMXFBVKsaZ3jpcHFnFG4P3Dbzj4+p8PICzxfnDzbg8rgaXQyEUoVFZcp/r6AtFsBHr+AZiHo4Ay8durJDhRFd1zhc0EvND3cqbri2T4MUjLWAIwZzGjktjagj5XJzYU53zOKmlSo51syfjCDmOuGCOQ+UnmIsjsmVcliukQj5ePNoKqzuIS2NqNCilOLGnOmVhfmvFkhjD5QpfKII1swfrFi8iUZq9kaJQXSpGW7Uc/88X9qO1qgRTais8gQhO76stqiCm0PpVxOfihSMtMDn9uDiygp7Gsqze53yhNrlxc4m1UiuUQrSnTgG9w49lg6tg0efokgl8Lifn84DaFNf75snCPdHjxzLQXpn1+S8R8vBmzIrxucPNBXGrfaEopLuY/MVGXlMYWzbhysQ6vIEIfv1MF2p2uXOrkArh9Id29TniIIRgQmXBmsWDR/albgbFPbaD4Siu3tVCwGOtJR/URC8fXnBfUzlm1m0FF8XBCI0Lwyt46WhLxk3kqb21GLpnKGjDK+Jzsb9ZmdBZ+EIR/I8fFnFlYh3vnO7M+3F3Cw8L4l9xcDkcnOmtA82wXMGhBSMGu6oT8ZmZopoLQY1CgkdiApzXTrQlYk/PDzQX/bkYQhAIReELReELRtBeU4p/efE2Nmw+/O65fbg8rgYAiIU8NFXIcaq7tmhJYusWL5ozCMk4FIW+ZiX6mpUIhqMYXTLD7g1CKWfHkdmIERorZPjmrjZjoVRswVwgFIWkCNHcFSUivDHYjjWzBx8Mr6CvuXyb+HHV5NnRT5pmGOjsfqhNbjh9sQsrRUEi4KGlSp7W6zOwbEZnLatiN7sCuDKxBqmQhzO99QWPuK3uQNE4z9UKCd461YGZdRveG1LhbG9dUZMBw1EaX05qoJSLkqzUCsWZnjpcHFlBZYkob+78+LIZAHL2FI+Dz+Xg5WOtuDiyirdPdxRExfIFI9DbfTmH/gh4XLx9ugMXRlbzfu+cvhAURexyb0YgHMXQPSNc/jDaqkvw1qkOSEV8nD/chB/nDbixwApQdyuogsuhsENoX1FwT+vA3TUbjnRUZUxcjUMk4OGFIy2we4P4ZEyNunIpBrtSb9yLBacvBB6Xk9fGp69Ziel1W972h95gBB+NruL1E+07XgNryyQYupd7lzgVQhEa383oEInS+PUzXWjcxfjuQvCwIP5bgnigB0MIRhaMGFk04XhnFTRWL47leSHaCbVlEgx21eDSmBp76hRorpRtG/vTDGu15Q9G4QtFYkUt+3UgHE34Um5dn7b6VUoE3ET8qUTIx5HOKhxsZVBRIt5myl5MxOkS2UAk4CVM/c2uAK7e3UA4yqC7XoF9DWVpF2EBj4voJsP3rZhet+Ge1oFT3cUTzG0VoxWKlio5WqrkuLtmw/tDKpzaW4MGpQwzGjt6m5LpOk5fCGqzB1qbNxF9y+FwUF8uxf5mZd4duKpSMV493ganL4Sv72jA4XBwtrcu746c3uEvOne1r1mJfY3l+H5GB38sBrrQwn163YYFnRNP9zfuStLUS8da8f4QK7LL1ULx1ooFUYYpmD8uE/HxxP56fDK+VtC06/NJDV440pLX73I5HLx5sh2XRtU40lGZs2ByXGXGiT3FW6sIIWy4jMYOsYCHwa7qxKaFZtjxNZfDwWO99YjSTIJekI8o+xcNrY3VSnTVKXaMhyaEbFtry2UivB7buL8/vIL9KTbuxcL3M7qsrxmpsL9ZibtrNlyb1ecUEuP0hfDprXW8faoj60nKYFcNRhaNeWsuIjSDH2Z18AajeLyvvmBLzd3Gw4L4bxk4Me4iQwje/XEZf/XjMn7v6Z6cHye+nqQqWLfepjK48H98cw+//0wP9HZf0n24HAoSIQ9SIR9SEQ8lYgFqFBJIRTyIBby8uj1Gpx9tVSV48kADFnROXBhhx0PF9n9NR5fIBlWlYjw/0AJCCBZ0zgSv71hnVdbdpbhgrq+p+II5dnRb/OXhQIsSfc3lGLpnxPCCCZ+Mq/GbZ7uhMrgS9ymVCtFWJcf+5vK8ParjSHX2KKRCvHi0Fb5QBD/M6hGJMnl5eRsc/qJx7zeDy6Hw5IEGeAIRfH47FoDSXZNz18oTiODLOxp01WW2UisUfC4Hzx1uwifjazkFZtxetSAUoYu2Ya1WSNDXVJ63In963YY9daUFbUA4FIVXj7fis9sahCI09uQQDuMNRovCZfUFIxhaMMITiGBPXSleObY9aczg8CVt5nhcljIQoRlcm9XDEwjjbF/9T9IxZzPs3iC+i/lVvz6YXsgdB4/LAc0Q8Lip7xffuE+tWfH+kAqn99XmbUeaCianHwqpsOBr0YGWWFE8p89oLRmH2RXAt9NavJ1jVkC9UoqhBWMizjlb0AyD63MG2L0hPNb7y7PBelgQ/y0DIQSTaitWjG7sbSzDH796CJ21pbvGIYvSDJy+MH7+d07A6PDvinXMVnw/o0sUiN31CtSVS3BhZBWP99UXVeW8ZvagpSq3dKitoCgKexvKsLehjOVYL5kxtGBEmVSIE13VSWlV8c5GXDBXs4uCOX84ClkRO8QAe/zrFi/mtY6YdZ0Xdm8IFSUi9LfujqVQpimtVMjH+cPNCEVoXJtjLQtP783OmQVgux+7GbIhF/Px6vE2rFs8eG9IhaMdVUmKboD9G7eCEIKRRRMs7gBePNLyQDxCy2Ui9DSWYeieIStx5NSaFf5gFKeL5DsdR2dtKVz+cM689FCExj2tE2+eLHzjQFEUnh9oxjd3tQhG6B19qgHA5Q8XlBpHCME9nRPzGw5IRazNWqZpgNrsSQo8iYPP5eDJAw0JG09/KIqzP8HOnj/ExsiL+Fy8dLQ1a+4vl0NtsxNLhYMtFdjfrMSP8waMLpnwZBFoaABr5ffq8eLodQ60KDG1Zt1R2Lph9WJ0yYS3TuVHJzqxpwqjS6aspjgMIRi+Z4TR6ccj+2qLSvt6EHhYEP8tAc0wGLpnhNkVQH9rRaJjFKEZfHZrHS8XUVS3GZfG1Hh+oBkKqRDBMI3xZXNW3K58cXvFgv7WiiTOU4lYgJ+d7sDXUxtYtwhz5gemw/S6raDR11YIeNxEgWD3BvHDrB6BMBshrJSLoLf7MbVmBVWgYC4b+EMRVBXoBEIIgdEZwPS6DYFwFBSA5sr7fN+LN1fw5R8/ix/nDRheMBad2uLyh7O6kAv5rGVhlGZw454B1+eCOLanOqPlFpC6+7wbaK6Uo6lChrFlMybVVjx1oCFp9L35XI93go7vqd5VqlAqdNeX4Xu7DitGd0pv2Dim121w+cJFc6fYioH2Snw3rc1J7Bd3oykmnjzQgBv3DFmteePLZhzbk/u66A6EMXTPCH8oir0NCrx6fHs3OBXs3lDGNLy4jedm7ufZvoZfiD3gZkRoBt/P6BCM0Hhif33Wto5x8LmcpBCOTOBQFM701CUJldNpFbLBmtmDRqWs4KnXZhxsqcCU2oof04QaqQwuzGkdCR1PPmiqlOPmkhlkz3aqSRyEEIwtm7Fu8eJkd3XRN7oPCg8L4l9xBMNRXJvTwxeK4mRXzbaLEJ/LAYdDIRyli15gfTutxUB7ZeLifbi9Etfm9LindWBviu5EoQhHaaiM7pRdHoqi8HR/E+a1Dnx4cxUvHm0pSFFcCF0iG5TLRAmD/ZuLJvzLDycBAL/26B501pbC6g6iWiHZNZsulkOc+8XP5gni7poN7phvc41CglN7a7ZduBzeEBQSYeKiM7dhx+VxNZ7PMvkqG+gd/pzGnTwuy6dkCMHoogk3F0041FaRtqh6ABqhBCiKwvE91TjUVoFv7mrB4VB4cn8DogxJjIHjVmo7BePsJs721eODYVZkl6qjNquxw+YJ5iUIygWP72/ApTE1SsT8HbtUywYXassku1Lsnd5biwmVOW3BEocnGMma300IwYzGjiU9a2H5yL7so8Y3I5sCScjn4tlDTQiGo/huRocoQ/BEX31evHseh8opyGYzCCEYWmA7j2d7cw/+iSPeIc4FQj4X5w83w+kL4cpEjMK0tybndWps2bQr1KWDrRW4o7biRixIJo65DTu0Nh9ezJMTvxlHOyoxrjJvS4YkhGBy1QqV0Y1jnVVFazb9ovCwIP4VhdMXwvU5PTgcCo/uq8s47hnsqsbIgikngv5OuLtmQ4lYkPADjuNMTx0+vbUGuZifcLooFq7e1eLcwcyj930NbDTlB0MqPHmgIe+RTjHoEpng9IUwumSCP0yjqkSE33lqH/g8DvbWl0Es4EJn9+H2qhVMbGROgV24G5RSNChlBY842YJ45w2SOxDGzLodFjdr5l8uE+FQW8WO3MMf7xlw7mBj4vuexnJUlojx7g0VXj3emkQVyRc6mw+DXbkv0ByKwmB3TYJedGFkBXsbytC3KUaY5dQVfIg5Q8Dj4rnDzbB5gvhodBW1ZVJobT58MKzC4331P4kR5cvHWvDB8AreOd2ZVJjPbdhhcj4Y2hTAJuq9d0OFF4+2pC0YozSDCZV5Vy2gjnRUYWbdhqt3NxJ+wJvhDoQhz6LAdPpCGF4wIhih0ddUnnU3uBgQCXh47nAzfKEIvp/RAwAe76vPSXhbJhXC4Q3lbPc3tWbFos6JE101BQfq8LkcROn8trIKqRCvnWiD1ubFheHcLBLnNuzork8vnC4U/a0VmFy14sY9A07vrcXtVQs8gUjSGlsIWqtLMK6y4GjH/cj5GY0d8xt2HGqrLArV6KeAhwXxrxh0dh9GFo0olQhwrr8pK4FIZYkYVo+hqMegtXnxXJoo6POHm3FhZAVPHmhAuaw4ZHuzKwA+l5OVCKRUIsA7j3Tiy0kNqkrFedk9FZsuAbBimNElE1yBCBQSAU7vrU10Yi6NqfHcoSZcGFnFM/2NKY85EI5CZ/PhzqoVrk3JehRYY/wGpQx15ZKsJgHput/BcBSzGw5obV4ArLp/f7Myp/F8OEqDELLt3KwqFeO14634aFSNx/fXF5wi5Q8X5ulKURQOt1XicFsl5jbsuDCygtYqOQbaK2F1B1EhL8yiihCCcJRBIByFPxRFIBxNRMzGvw9HmW0OK3EI+Vz864/YycFvPd6N0WXzNhoHASDkcSAV8iERxcSrQh6ksa8FvOJbLgp4bFfxysRagoq1oHNAb/fjyQMPphgG2I3N64NteH9oBW+f7kjZmfx6agNP9xenaMiEvmYlRAIerkys4fkt1pMTGSgVDCGYUtugNrtRIhbgsd7citBUCIajeQsHpUI+nh9ohjcYwbfTWtbvvrcOoiw2sOVyNr4524J41eTG2LIZB1qURRMNc7m5d4i3okEpYy0SNfZEBHsmehUhBDPr9h3dLwrFgRYlrt7dwLl/+TneHGzHqb01WDW5wedywOdywONywONS7Pc89vtcutwD7RW4vWqFXMzHlNqK3l0Qc/+i8bAg/hXBgs6J6XUb6sokeOVYW84j0/YaNs5yq2gnV/iCEVyf02cM36AoCq+daMO7N1R47URbUbqB383o8MZg9gp3DkXhucPNmFm34dKYGi8MNGetvi0mXSIUoTGuMsPiDkIq5OFYZ9W2ot7mCaJcKgRFUXjlOGtxlUotLBbwtkVpxo/X7g1Ba/Phns6BcPT+BYHP5aBGIUGDUoqKEtG2BTJCM1jQObFqdIGANVrvaSzH4baKvAupH+cNaTs9IgEPb5/uwGe31tFWXYLept2xPsoV8RjcFaMbF2+uYmrNhif66jGvdSAQisIfZgvYYJjO6XEFPA7EAh4kQtZVRSzgQSkXQSzgQiLkgZ/GI1xv9+H7GR3+5VtHQECgMrhThhDEi25fKBKzM4zC7A7Ab2atDTefCzsdZy5FtVIuwp66UowsGFFRIsK6xVu0blUuEPC4eOloCy6OrGzzX96weiER8oq2Kd8JnbWlEPK5+HB0Fa8eb0t81lyByLaJjt0bxPCCCZEojQMtypzcO3bCmsWL5srCpnMyER8vHGmBOxDGV1MbEPK5ONtbn1HAWS4TQWV0pf15HGZXANfm9GiqkBVdNMzjchBlCiuI4+hrKkdvYxmGFowYW2aFd6kaMoUED20GIQSeQARGpx8Ghx9Ofzjp5xyKSlz3IzQDhhD4ghFEaIIozSBKM4jE/rFfk5Si3Ez4L1/N4Zn+Rvz9cz0PRKz7oPGwIP4lBiEEt1YsUJs96KpT4PUCiPMHW5T4aFRdUEFMMwSXxtR4Y3DnRYzL4eD1E224eHM1ZyuYrbijtuZt0dXXrESDUob3h1Q419+YlTF9oXSJKM1gctUKrd0HIY+DIx1VOL03/fNOqMwJbhify8HzA834eFyN109kN6aiKApKuQhKuQgHWpJHfBGagcHug8rowtiyKWGe/2dfzcETiKBUKkB3naJo3F5CCBzeUEYOIIei8MKRFowsGvM2oN8tKOVCCHgcqAwuVJeK0VghQ4lCnChqhXxu0TjQqUAIYa3iaAbvPNKJyVUrahQSHOmowpeTGtSXS3Gw9X70MUVREPK5EPK5KC+gBgpH6YQ/uC8UhcUdxJolAn8oinD0/iZg6/X1v3w1BwD4/Wd68P2MDnIxH3KxIPY/HzIRf1dfLwAokbCd1Su31hN8SoYQ3Lhn2NXUzFRoqpBBxOfi/SEV3hhsRzBCQxrr+NIMweSqBRqrF2VSIZ7cX59V5zVXrMcS3IqBErEALx1thdMXwheTGkiEPDzWW5dyClUmE8LpC6d4FBbuQBjfTuugkAjw6vHWXdFn8Dj5UyZSgaIonN5bi3CUFR9GaYInDzQkOvAMIVg1efDmyeymkOEoDaMzAJPTD5MrAHqLAFAu4qO2TIL9zUoopIJt19kLIyv4/P/1DFRGN5YNTpw/XLwgLJc/DJGAi/7WCly9q0U4Su/oof/LhocF8S8hIjSDG/MG2DxBDLRX5p3wtBkUxfoBe4ORvAQaAHB5XI1nDzVlvXMUCXh4fqAZH95cxZt5dgIiNIMlvbOg0U2ZTIi3T3fii8l11JVLcbgt824+H7oEQwhmNXaojG5wORQOtVZk7bbhD9NJojSFVIhDrRVFybXnczloqpSjaVOIgMbqxf98vg+eYASNSlnBU4PNmFy14lBbxc53BGsKv2xw4cObq3j5WEtOF0hCyPbqrACYXQHcuGeATMTH0/1NeOloKy7eXCk4sjgXOH0hfH5bg1N7axKhDw5vCHvrFYmJx+0VC76Y1OCZ/saiXqQEPC4EMm5OoShufxiBMA2piIfuOgVqyiTwBCLwBMIwOPxY0ofhDUYzdqkoih3Ty8V8lEgEkIvYgloqys2jvLZMgq660kSYwfcz7EbrF3EhryoV49lDTXhvSIXKEhHaa0pxZWINUYbgUGtFUdbzTAhG6KJM5TZDIRXi5WOtsHuD+OzWOuRiAc701iXRVPhcDiIp6ApxJwtCCJ49lB3NL1/wikCZSAUBj4tn+pvgDoTxxaQG5VIhHumpxdA9I07tvU8nYwiB3ROCwemH0eGHPxxNehw+l4NqhRj15VL0t1bk1ChSGVxorpSBx+Wgu14BiYCLD2+u4tUTbUXZdI4sGvFIjMb3/EBzwkP/0pgaAh4HxzqrC46D/0XjYUH8SwRfKIIvJjUIhqM4lYNfarZ4ZF8tbtwz4Jn+3O2Hrs3p0dtUnrP6VyEV4vS+Wnx6az2vhKhv7mpTClVyBZdD4fmBFkyprbg8rsb5geaUBVgudAlCCJYMLsxtOEAB6G0qx8tHW3K6CKfzJ22vKYXZFcSsxl5UWkE8Avpnp9nx8h21FR+NruL84eaijMhWTW68noPSurO2FOUyId69ocLLx1qz3qx5ApGi+IauWzwYXzajskSMF4+0JF2g6sul0Nq8RReHpsKEygy93Yc3TrYnFRn+cHKi4OH2SujsPrw3xL5exS58sgXNMLg8sYa3TrHc3U9vrYOiKLTXlOTkBc6OfaPwBMLwBCPQ2X3wBJzwhSIZ9zsURUEm4kEuFqAk1pVuUMrg9IVx9e4GaIYkjoMQAoYQRGOjZXakTBBlmNiomSBCM6AZJmn8nHR/hv2eZpgtKZqIPcf273lcDv7DZzPY11CGV463oqex7IHRN3YL5TIRXjneBpsniCsTayiTCvHIvtqUhR3NkEQ63hN99UX5vO6EYlImUqFELMArx1phcPjxby/dwfV5A3736R7cWrEAYPUcSrkINQoxBruqC9I4bAYhBOMqc9LEo6lSDpGAh/eHVHh9sL1gVyVfMFmTsdlDPxShMbZsxo17BihlIhzvqt7Vjc1u4WFB/EuCkSUTLo2q8ae/djwro/d8IBPx4Yt1bHIp2uY27OBzOTmlMm1GfbkU3mAk546n1R0Eh0LeUb6pcLC1Ao0VMrx3Q4VnDjVtK/CzoUusWzyYUltBE2BPbSleOpo/3WB82YxjaTrJJ7qqcWViDZUloqK5C3w7rcUT++93zvpbWduxj8fUONRWkfd7DLCvXVMe3EWlXIQ3T7bjo1E1Tscin3eCzu4rKGFqQefA3TU7mitlaTssxzqrcHl8bVcL4kA4iisT6+htKsOLR1N7hW/9rNaXS/HysVZcGlXjTG9dUZO2ssXHY2s4f7g5cRF+fqA5VhRjm/NMJnAoKkGvyAUMIfAGI7GOdARamxeeQAQWdwD/1/eLeO5wEyLRtfvPw2HFRjwOBV5MhMTl3v86/r+At/k2CjxO/Gfs7VwOlfXa+f2MDv/stUOgKApt1SWYWbfD4QuxwkiKQl2ZBJ21pUVNiyv25CQdlHIRXj3eBrMrgI/H1aiUixO0rzjVb9XkwaM923nvuwkeh4PAlq5sMeELRTCyYILLf99n2x+K4kxPXVFDobZibJm1RNt67lWVivHc4Wa2KD7RljcFR2V0Z5yGCfncBA3H6g7i22ktQhEaXXUK9DT+8lAqHhbEvyQY3FONJ/oa4A6E8dHoKgQ8Lo51VhW9S9zfqsTUmg39rdmNtU1OP1QGV9qLdbboqlPA7Q9jQmXOemT47bQWr+cgpMsWSrkoIexqrpLjYMv91yIdXcLo9GNCZUGEZtBUIUvbYc4VnmDmTuf5gWZWnHi8tWC+ocnpByHYdoGSifh461QHbi6acGViDc8easqL8z2xYs5bHCTgcfHWyXZ8eWcDFndwx/NTb/fhaGdulmtxT80Vkxvd9Qq8MZiZk8/lcCDkc+ELRXIOCMgG97QOTK/b8PxAS87OAmIBD++c7sBXUxswOvw4XARRT7a4NqvHgRblto3q8wPNuDKxBgqsjdNugkNRKBELkrx93YEwLo+v4cofPY1LY2qc7avPmx5WKMyuAEJRGmf76nHx5goOt1cmecQzhMBg9+OO2gp3XDxFUWhQStFZW5q1Z/FWsIEcD64LXVUqxusn2rFm9uA/fzmLLyY1sLmDeGRfbda82mJiNygTTMxFYtnggkTIpgSWSgQIRWh4gxE8eaAB1+f0GF0y4dzBxoJdQrYiQjPQWL1pPYBLJQK8FtPrvHi0Ja9zZ2bdlnV4V0WJCOcPs5SKRb0LH4+pweNycKyz6idhC5kJDwviXyJwORT6WyvQ31qBYITG2JIJQ/cMkIsFONFVXZTFvb2mFB/eXM2qIA6Eo/hmWod3ThdHmHKkowrfz+iwoHOiu16R8b5312zoaSzbtWAMLoeDF4+24vaKBZ/eWsOzh5rBoZLtyBzeEEaXTQiEaVSXinHuYENRw028wUhCcJMOHIrCqzGrsndOd+S9EyeE4JtpXUaR0Ymuati9Qbw/vIJH9tYk8Y53gtMXQolYUBCXjaIoPHuoCRMqM67e3cCT+xvS/r3eUDTrriLNEIwsGmFw+HFoU4pjNji9rxY35g14Og+aUTpEaQafT2pQXSrekRuf6dWkKArP9DdhSm3FZ7fX8eyhpl0XsC3oHOByqbTdpOcHmnElRp9oqcr+/CkUTl8In91ax5sn2yHgcfHKsVZcGNnulfwgQAjB1bvaxGft3MFGXJ3aSKKMcSgK9Uop6pX3u/sMIdDafLilssATs1WkKApNFSzPP5v1n51wFe91D4ajsHlDsHuCsHlDieI93oOOv7Kb6VZlMiFmNHZMa+yoK5Ogr6m8aNSBncDjZJ9UtxPMrgBuLpkQpRnsb1Zu84VmCAFFse/lY7318IUi+Hpqg6WR9NQW7bMYn+plgljAw5sn23FhZBVPH2xERQ4ppKEIDX4e9owURaG7XoHuegXCURpjS2YMLRhRJhUiGMnNjedB4WFB/EsKEZ+b6Cg4fSEM3TPAF4qirkyKgY7KgvhCFXIRLO5ARscFhhB8NKrGq8dbi3qRPdtXj8sTbHBHulFvlGZwT+vYdV9HgOVkNrpkeO/GMnqb2PCIb+5q4QmEUSZj+XG70R0EEOuW79zZEwt4eLyvHp/d1uD5PL2Rr88b8Mjemh2Lg3KZCD873cEmDuqcePJAQ1bv/4/zBjxVJA/aIx1VWDN7cGFkFa8cb837XA9Hafw4b4DDF8LgnvxM/0vEAniD0VhQR+Gfgw2rF9fnDXj2UGNWnbxsLu0HWytQo5DgvRsqvHSsZdfOV5sniHmtE69k6CRRFIUXYp1iAA+kKLZ5gvh6agNvbXKzicd1f3ZrreDpVq74YVaPMz21ic9aiVgAsYAHsyuQceLHiRW/mz1vaYZAa/NidMkEXzDC3o9DoblSjvaakm3vtd7hS3IhSYdcCt1ymRBKuQhNlXLIxdtdQwgh+HxSg7N99fi1R/fgjtqKs331IITA4PBjeJGNniaEFT/2NpXvWue+0A5xOErj5qIJFncQVaViPNPfmLYJsnVNkAr5ePlYK3R2Hz4YXsGBFiX2FZjY6vaHQTMkq7VCwOPi7VMd+PDmKk52V2dN9bq5ZCo4gU7A4+LU3hos6p0YumfExZuru5LaVygeFsS/AlBIhYkOlc7mwxeTGkRpJm9LlMHuanx5ZyNj5OOnE2t4cn/9roh2XhhoxvvDK3imvzElf+6bae2uG/zTDIHZFYDW5oXJFYBExMcf/vUYTu+twT94tq/gJLhs4PCFsx5v1pRJ0FIpw2gei5fDG4InEMm640vFOh5Gpx/v3lDhyf2ZE9LCURo0Q4pqIdVSJUeZTIj3h1R4fqA5J56lP8TGmQcjNB7dV5t3DGwch9sqcHvFUpA7ACEE307rwKGQEDQWEzVlErx6og0fj6lxqrsGjRmCBPJBOErjy0kN3s4i8Y2K2epdnlgDRSHhmLEbMLsC+G5GlzLOuqpUjPaaUtxcNOFEHomG+R5POEpvK0bO9tXj4shKzpt8bqz43fwa0gwDjcWLkQUT/CG2SOZyOWiplMPkDMDo9Bel0M0GUZqJFWD3z7m4fy5FUagrl6Iu1vgghMDoDGBk0chqWQDUFblA5nE5ORfEhBCojG5Mr9vA53JwfE81Hs2CqsgwSPma1ZdL8fapDtxRW/HB8Aoe76vPqWO7GVfvavHCkeybIFwOhTcG2/DprXUEwnRWLjk2TzArO9J00Nq8uL1iAc0QdNUr8FuPd/9k3SgeFsS/YoiP2TZbonA5bOJWthdBAY8LhiFpc+eHF4zoqC3dNT4QRVF4/UQb3kshBLB5giAEBRcxQMwT1xeCzuaDzu5LhBQQsAtZdakY9UopDrVVwOwKokwqQGWJGF/d0eD84eZdHfMF8kiT6mtW4ttpLdQmd04czS/vaPLardcoJHjndAeuxoz5z/TUpSzkhu4ZC45cTYVSiQBvn+rApTE1jrRX7vg3u/xhXJvVgcOhcKanPmehVjq0VpfgVgEFsc0TxJd3NnCmpzYngR7NMDmN+0V8lod99a4WBoc/a9u/nUBi06IXj7ZmfTwUReHFIy34ZJzlFOdCv8kWRocf1+cNePNke9pirrepHN9Oa4tOJUgFQgi+uatNWfRyORT2NZZhZt2WdRxwOnA5HLRWlyR9HqI0g0tjaly8uYq9DWWoLZMUVOhmA18wgo9G1XjhSPKGVSJIzbunKAq1ZZIk9w+jM4Cbi6aEq0ihHWTWZSI7yoTTF8LIogmBcBQdNaV4+Vhu01Cyw9Sov7UC+5vL8d2MDqEIjacONObk5KOxeFCtEOdM04tvSL+5q0UgHM0o0jc6/XkVr3ZvEKNLZgTDUdSVS/HsJoHtTxkPC+JfUWy2RInSDG6tWDCuMkMs4OHEnuodnRlO7KnG6KIpoQyOY0nvRIRm0NO4uwliPC4nIQR453RHgrf77bQ2Z2GWLxiB1u6DzuaDJzZWjC9TZTIhGsqlONNbn7EAvT6nxxuxC2tHTQk+vb2OjprSrMWHueKWKr90oyf2N+DCyArK5aKsutijSyYc6ajKOxiFQ1F4ur8J6xYP3r2hwrOHmpLOLUIIbJ5g3h2QncDjcvDGYDu+ndbC4g7iaGcV3IEw5JsumHEPYamQh3MHG3cl7CBfCzZ2/BrA26fac+bDu/xhlOYokKEoCucONmJ63YbLsRjhQguiq3e1GOyqznmDQVEUXjrKFsWI0QGKBZ3Nh5tLph2FkQDweF89LoysolwuzFuslg1+mNXj0U1Uia3Y36zEe0Mq7GssLzqv+fqcHq1Vcnz4B0/h+1ldTlHr+cDk9OPbaR3ePNm+rcg72lmFiWULzvTWpfltFqkKZFOsQPYGIyAAahVsgZztucfjZKZM0Ax7rdTafCgRC/BoT/6UuDiHOBO4HA6eOtAItz+MT2+to65MghNd290iUmFowVhQsMyTBxowdM+Qcao4tmzGM1lGm/tCEYwtmeH0haCQCnGmp67oAsLdxi/X0T5EXuDFxjwAe9KOLprg9IdZv8A9VSkLhJoyCYYWjEm32Tys7+0rRYwRzQSxgIfzh9ngjjcG2zG74UBXvSJl8RaO0tDb/dDZfbB5gkk/kwp5qFey3Oq8FLYaO3oayxKFg0jAw+sn2jG9bsOFkRWcP9xc9A++xRPE6TzHSi8fSx/vvBmeQAR6h79gfhjAjr3ry6X4YlKDqlJx4jHvqG1ZcRYLxRP7GzC1ZsXnt9fRXlOCunIpNBYPxpbNqCgRbfMQLjaO7anCJzlYsPlCEXw6sY6Drcq8x/UObyhvy8H9zUrUKCR494YKLx1tybvjNrVmRblMmDftIV4UfxzrFBeDyrFu8WBy1bpN5JTpGF4+1oILwyt4e5dEdumoEltxNhYaUixKGEMIPhlfQ19TeWI8LhfxC7YlzIQlvRNzGw68fboj5WarXCaC3RfK+XEpikJNmQQ1Wwrk0aX7HeSaHQpkHpezLf0NYMf6EyrWK/hwWwWO5ehQkwoMIeBkeS6VxJwg1swevDekwrHOKrTXpKcz3F614FBbRcHUqlN7a3F71ZIyEZRmWM/9TB3oCM3glsoCvcOXdbPtp4ycr+KhUAhjY2NYX1+H3+9HZWUl+vv70dr6YIUJD5EfpEI+Ht/PLrZWdxDfxsY1LZVyHGxVJnWpmitliVFiKELji0kN3smCI1hMlMmEONldgysTa/AGozjbV48JlXlbrKWAx0FdmRTd9QqUy4RF42DGE+ZS7cT3NyvRWVuKz26tY0+dYlsscr4IR+mCxkuJeOcxdcYQjC8mNXjpaEvez7MVPC4HLxxpwaLeifeHVDg/0IwVoyunII5UoGP0nSjNIBJlgxAiW76O0gxomiAUofEP/68RtFeX4JXjrUVLadoJuViwzWrsmNc68NLRloK61Q5fGLUF0JaqSsV4Y5DlFR/rrM6ZMmBw+LFh9eUt5IyDoii8fLQFH4+pQVEoyNd5xejGvNaOl3IMwBHwuHjmUBMuT6xlFAXmg62uEplQrZDAv2yGJxApmNITjtK4MLK6jeN/prcusWEuNld9fNkMbzCyo0WXWMCFPxQtqJGwtUAG2BH/6NL9DnKNQozepvJEI4THpRJpef5QFCOLRjh9YTQopXh+oLmom2ZCUnOIM6GlSo7mShnGls2YXLXiyQMN2/QRNMNAZXAVlM66GYfbKnFP69iWcDm1ZkV/imsaQwjmNhxY1jvB5XIw0Fb5wDj4u42sz8bh4WH8x//4H/Hpp58iEomgtLQUYrEYdrsdoVAIbW1t+Lt/9+/id37ndyCXPzg7nYfIH3G/QABQm9y4MrEOQgj6mpXoqCnB4fZKfDymRnOlDB+NruKVY9lzBFOBEIJQlIEvGGH/haLwxv73h6KJhSr+DJuFHn/29TwAoLVKjpYqOQ61Veya5dpm/DhnSBiOp4JYwMPrg+2YUltx8eYKnj/cXPBI/vaKFYezjDdOB4VUiENtlWnDTqbUVuxrUBQlfW4zaIaBRMBDtUKMV//0KgBk/RxbhT1xUBQFAY8NTeDzuOBzOeDz2GAENiyBCzGfCx6Xg3mtAwBb7BECfHprPfE4fC4HDUopmipkKJUIil4MPLKDBVuEZvDZrXU0KKVFUVg7vCHsbVAU9BgCHhdvDLbjuxkdDA5/1he2QDiK72Z0+FmRLBfZLm0rLo2pQYFKshvLFkt6J1RGN54faMnrGJRyEbrrFRi6Z8CpInLev5/R4bGeuqzXznMHG/H57fW8PbsBlk5zeXwNrxzfnu7IoSgc7ajC2LK5KNOhOK7e3UCFXJxVuNLRjiqMq8w405OZNpErahSSJB91o9OPsSW2SKcooKpEjI9GVxEM05AIeRjsqi5q8Mlm0Ex+zjMUReH4nmocaqvAt9M6UBQ7AYs3Sb6f0W/r5haKvQ1lEAt4uDSmTnCl18weHD5+n7a3ZvZgas0KQoCexjK8fCy7CcwvE7K6cr/wwguYnJzEO++8g6tXr2JgYABi8f1x7urqKm7cuIH33nsPP//5z/GXf/mXePLJJ3ftoB+i+IiLMOIm45fG1OBzOXD5wvhoVI1He+rA53Hg9IXgC0bhDUXgC0bhC0XgD0URjNAZPVHjEPK5kAp5kIr4kAp5qCuXJr5P1xUNhqOgGRKzFltHXbn0gRTDwXAUdl8oq9HiwdYKdNaV4vLEOvY1lqGvgDhlgzP7wiQT2mtKYHEHMKOxJx1PMBzFsqGwzm0oQkNr80Jj9cIdiCRu53Io1Cok6Kgpxa+f2QMOReHx/fW7ZvUVh8MbwueTGjyxvwGlEgEGu2rw3YwuiUMajtLQ2XyYWrPBFQ87AFsg1JVJ0FQpQ4VclPciXyIWwBOMpLRgWzN7MLxgxHOHm4p2AfaHo5AUgQ9NURSe2N+AuQ07Ph5T44UjLRmLt82Wi8W8IFIUhVeOsZ7aJ7qqcxrpz2sd0Nq8ePZQYX7Q+xrK8P2MDitGV8aRdbYwuwKI0ExOBb6Iz0WNQpK30E9n8+HHewa8fboj7ZraUVuKqTUbghG64IhdmiG4NLaKw22VWacQKuUi2L250yZyxeYCeUHnwFd3NqC3+wGw7/VuFcMAYomv+f++gMfFs4eaYPcGcWlUjbZqOfY1lMEfiuyKS0NLlRxiARcfxBye5GI+zK4AxlVmhKMMmitleL5IgVM/VWS1mj733HP46KOPwOenvqi1tbWhra0Nv/7rv475+XkYDIaiHuRDPDhwKAoHWpRorZJjeNGID0ZWAAB8LgUBnwupkB8rYHmoLBGhRSSDVMiHIA/j7mzxzbQOT+xvgFzMx9unOnB93oBFffYeuPni6l1tTt65UiEfb55sx+1VCz68uYrzA805X2wiNANeETmMx/fcj3eOXxi+mNTg2cPZFQ6+YAQaK1v4bjZTF/A4aFDKcKitMqV474PhFbx4tAVcDgeXRld3ZTwbx+0VC7R2H9462Q4elwMCdvpxspv92+M+swIed5v6HmC72nq7H8t6F0Y8JvZGQoCY00hThQzVCklWHb7DbZVJFmxMzFlAwOMUFJySChS2xzYXgp7GclSXSvDujeWMiVaf39bgib7dsVykYkEzH46uYrCrJquieGbdBos7iKcOZCf+2Qln++pxYWQFFSXiguwVc6FKbMVgVzXeG1KhuVKW03s8t2HHqsmDt0627/h7T/c34uupzPaaOyEYjuLDm6t4ur8pZ+GsiM9FIBzdlfNoM3Q2H27cM2BPnQL/6Px+tFWX4PxAM26pLJhYMaOhXIajnVVF544zBEV5zHIZG10/umTCK396Fb95tguf3lpLuk88jXvzW775tlzSuqM0gzd//i0Ot1dCxOfhyf0NRZ8k/lRBEfIAgs1/BeF2u1FaWgqXy4WSkt2NIQXYRV8uFuyqNZDNE8SEygx/mEaJmI8jHVX4YVaH43uq8V1MMbybwqRUcPvD+PGeIUHtiMPg8OO7GR2e6W8sigXbVljcAdxRW/O+yHqDEXx+ex19zbmZr99asaCyRFRUb1aGELx7Q4VXj7di3eKBJxBJsgiL289prF7obL77KmyKgkTAQ1OlDI1KWdZ8v+EFIypLRNhTpwDAhk0sxEI8iolwlMaViXV01ZUmrKoIIbhyaz1xkVcZXFgxuXHuYO7vI0NYL2qNxQuTyw9mE2e9XC5Cc4UMdeXSbZ+JiyMreH2wHRZ3AF/f2cDj+xsSSvli4vLEWkHFTDqEozQ+GV/D4bZKtNckr21jyyaIBbyMVk3FACEEH46u4mRXTcKnNhXuqK1w+cNFH71HaAbvD6mSHG5yxXfTWnTXl+VF/wBYPrTFHcia1jCyYATNkG3OQJnww6wOe+oUeQnsbJ4gvpjU4LUTbXkVtVZ3EHMb9qTI6mLC4Q3h2xktqkrEOL3vfjLclYm1pFRAjdWLiZgD0+m9tUWzY9TZfTA4/Hm5BW2G0enH0D0jFFIB2qpLYHT4MbhLLiE0Q3B5XA06NuXiUBQIIWitLkFfU3nRrv9b34PdRrb12kOXib/lMDj8uL1qQTjKoFwmxOlNyWuEEDAMQY1CgucON+G9IVUi+vRB4dsZXcoxaG2ZBG+fascXkxuoLBEVlQsHsLy/107kz+GTifh482QHJlRmXBpT4/zhpqxeN43VW/ACuhXxeOe/ur4EdyCCR/bW4tNba0kFXplMhKYKGfY1lBX0/urtPngC4SRbp8YKGTSxoninSO5sobF4MLRgxPmB5qROps0TQsWmDVJHbSkCETaRLhMXPBU4FLWNkwiwnwu7l91ATGvsoDfZOMnFAgTCNP7sqzk0Vcp2zbVgNxHnFf8wq4PB4UvwadfMHrj84aIo8HcCRVF47XgbPry5ilN7a1NuKCZio9xiF8MAyzc/f7gZn4yv5cXlNTn9iDIk72IYYClPk2oLDkUrMn4mCSH48s4GGpTSnDcqj/bkJ7BbM3swrjIXtGGoKBHBtgu0iUA4im/uasHncfDikZYd17N4+p8vGMGP9wzwBaMYaK8suPnE5MkhjmPDyiYQVpaK8fKxlsTrfCsWclHsdcUbjODjMTWe6W+CUi5M8IkJIVCbPfh8UgOaIahRiHG4rfJXsmucdUGsUqnwe7/3e3C5XPi3//bf4syZM7t4WA+xWyCEYN3ixd11G2iGoFYhSTsSWdQ70RUrYBRSIV462or3h1bw+mB+HYFcYXYFUCLmp6UdcDmsm8KCzokPhlV4fqClKPZnS3on2mtKi8KVOtJRhe76CC6NqnGwtSJjQciKMAp+ygR8wQgWdE5obV4AwEejagDA2d56PHuouegLaoRm8P2sPqXQ6mR3DS6OrKCuXFKQ1yshBN/P6EBRVMqLOOsFnFyE9DWVY0JljkVhFx5GQVEUlHIRlHLRNh9qjcWDT2+tY17rwN97ah9Gl0wYaN+di8dul9mP9dZjQefApdFVnO2rx+iSCW+efHBxqxRFJbzIH9lbm+QmMLrEUlt200+3TCZEX1N5zpspQgi+mdbhnSIIDp860Iird7XbJmRx0AybBHdiT3Ve4SYcisKxztwEdlNqK0yuAF4/sbPH804Q8bkIhqNF8QaP0gx+mNXDG4zgyQMNOVsJSkV8PNPfBIaQBJ2iUSnDkY786BRsMEfOv4YVowu3VqxorJCmdMk52V2DkQVjTpOAnbBh9eLGPQPeGLzvGy0W8BKuOW3VJQl+uMHhx7fTWoSiDBQSAY52Vu1a1PaDRtZn4W/+5m/inXfeQX9/P5599lmYTCbweA8bzL8MIIRgyeDCPa0DhLCesc8datpx/DGvdSbZcsnFfLw+2IaLI6sp1cvFxrU5PV49vrMFUne9As2VMlyZWEdfc3lB+fCEENxetRZkeL4VcjEfb53qwNiyCZ+Mq/HsodTd4lmNHb15Bp4whGDD6sWi3olAiI09lQr56KpXoL+tAhyKApfLwbmDjbg+p8fVuxt46kBDUQUSn8aCHtJdJF882oILI2zQSj6dE7c/jM9ur+PU3tq0IQ56hx/7Gre//0c6qvDjvKEoSWCpQAjB8IIRdm8I/+7/fgxfT23g+YEWGB1+fDOtRTjKoKpEhIGOqoJFTA8KNMOAoij4Q1G8+fNv8etn9iS5dgAAh0NBzOdCLOBBJOBBLIh/zf4vFrCuIPkWTvHUyos3V/HIvlrUKCQYumeASMAr+iQlFfbUKWB0BrCkdyYoQDvh+xkdHuutK4q+oVQiAJ/LgdW9PdzGH4rio9FVnD/cXJD3a3tNKe6osxPYXZvVQyTg5kVBSoWB9kqMqyw5T282gxCCm4smaO0+PNZbV1DMMBBz4eiswtHOKmisXnwyrs6LTsEQZO1DDAD3tA5Mr9vRVi3PGChTXy6N0WOYoqzft1YssLoD2xoMJ7trMLxg3EYbrC2T4LnYBs3uDWJk0QhvMAqpkP1M7gaF8UEh64pWrVbj+PHj6O3thcfjgdPpREXF7hvuP0R+oBmCuQ07VEY3KAB76krxwpGWrBdpmiGgsN1HUSzg4a1T7fhgeAXPDzTvmkp33eJBfQ5uEmIBD2+ebMfYsglXJtbw3OGmvBaLm4smnCgy/SKOY53VcPtZ146B9sptOfIrJjdeztIX2Bvr/upsXhCwhUOjUoaT3TVpHR1ohoDP5eCJ/Q2wuAP4YHgFxzqrt/FE88GtFQs6a0szipAEPC6e6KvHV3c2cnYDmF63QWV047UTbTsaxaf7+SP7avH11AbEAh46agt3EIjD4Q3hyzsaHOusStAL4sqMmjJJortncvrx3bQWoQiNyhIxjnRU5t0Zoxkmp4ttNghHaSzqXVg1uUEIO5JtrynFs4ebIJcI4PaHce5gcrwszTAIhmkEwjQCYdZtxh0Iw+SKIhCmEQxHE5HouUAk4ELMv19Y97dW4L0hFSJRBk8daHggYS9xPLKvFh/eXEVliXjHwjNBlShi6MUT++vx4c3VJN/ZOD/99cH2omywnu5vxNd3NAkB6lYwhODKxBq668uKRnsCWHvEoXv5i/BnNHbMauw4sad6V3i1qegURzoqs9J4sEl1mT+jhBDcXbdhSe9Cd70iq2RFADi9txY35o07pv3t9Nxf3tlAtUKc0iqyVCKAZ5ODUCqUy0SJgtkXjGBCZYHDFwKfx8Gh1oqM/P+fIrJejX/7t38bv/M7v4O6ujo8/vjjD4vhnyDCURp312zYsPnA5VDobSzDyzka1Mcxs27D/ubU3UoBj4u3T3XgwsgKntjfsCsWMDcX8xvPHuusht0bxHtDK3isty6nC1M4SkNn9+2aYAFgE4nePtWBkUUj5jfsiYx3hpC0rgEMIdBYYt3fcBQUAImQj+56BQ7nmVZUWSKOHYcJMxobnulvynusb3UHobf7shJJ1JRJUGEVbbOCS4cozeCz2+toqpAXJTDh3MFGXB5XQyTgFhQAAbAXlKF7Rjj9YbwxuLPgtFpxv7NidgXw/awewQiNCrkIRzoqc6IhOX3hghwQAJZrOa91QGtlKTV8HhdddaU4fziZTvPNXS3ro8ulcGFkJUlHwOVwIBVxIC3itIghBOHI/SI7EKYRjETBMATfzejQWi3HeuyYS8R8tFaVoEG5XdxYTLx0tAXvD6nwVob0R0IIvp3W4e0ieTPHweVw0FWnwNyGHT2N5VgxunFHbS0qP10m4qNUIoTO5tvGew5HaXx4cxVne+uTaCvFgpDPzdn+bd3iwciiCb2NZUWd5qXDZjrFhMqMcdXOdIpMlAlCCCZUFqxZPNjfrMzZl7ymTIIbC4a8u8TBCI1Lo+zUJdM62F5dApXBlVUDQSriJwr0UITG5KoVo8vmWC1SjrZq+U/etzgnl4mRkRE4HA6cO3fubz1d4qfiMhEMRzGxYoHFHQSfS+FAS0XacXIuuDS6uqPxNkMILo6s4tTe7OyRssU9rQOhCF1QFyh+ceJyKDzWW5fVB/GLSc2uGrVvhdMXwheTbGcxFGVAgTVI39z9BQBQFJoqZNhTV1qQn286VwJ3IIwvJzewr0GRM52AZgjeu7Gc88X50pgaj/XUZey46e0+fD+rx/kcvHuzcV4ghODCyCrO9uU/XrV5gvh6agMn9lRvs3EDclNRm10B3FqxIBiOolwuwtGOqh258CtGFwJhGr05+F27A2HMaRwwOv2gKHaqsrehDI1KacbPx6XR1URcuy8YwaUx9QMX144sGiHkcbGnToGvpjR4/QRbQDh9IayZPdiw+cAwDEBR4FBAfbkMbdXyon6Wnb4QvpnWJp57K76b1qK7oWzXIpHfG1Khs7YUDm+o6I4tALuebxXYxQM+Xj7WWjT3ha0wuwJY1DtxOoswFKs7iB9mdagvl+JEV3VeBVaxHA42u1M8sq92G4Vw2eBClGawdxOFj2YIbi4aoXf4caS9MuXakS3MrgBmNfasglC2/t7XUxt45VjrjhtZhhB8PKYuKCSGZhjMaOxQmzwA2Gm1yuBKO43YDeyKy8Tg4GDBB/YQhcMbjGB82QyXPwwhn4uB9kqc3lu8Lm2EZsDNgvfHoahE9OuhtsJVuQBbrEyt2Qre9VMUhScPNEBj8eDdG2yMcKaOmtPHqp0fVDEMsI4EZ/vYceint9bx2090Y0nvLLj7mwqZ9r0lYgHePNmOqTUrLoys4NlDTVnzw7+YXMe5/sacO1UvDDTjvSEV3klRSBNCcOOeEcFIFD/Lwbs328jruFjr/SEVnh9oRkkOnVZCCK7PGeALRfDmyfaicPiqSsUJConVHcS1OT1bHMtEONqZujh2+MI7WrnZPEHMaOxw+kKgwHYBe5rKcXxPVdavqc0TRLnsPidQKuLjpaOtuDC8gjdPpQ9+KCYmVGZwKAqHY5zhfQ1lGF8242hnFRRSIQ62CpM2zzTDQGf3swEsvvsuBlIR201urJDmVcwrpEL0t1Tg2qx+26jaWGSqBM0QWFwBbNi8MDoD7Gh9zYb/8cMifu/pHlyZWEvcl6IoyEV8yCV8lIgFKJUIUCLmQ8jn5rR+sAK7aowumXGiqxo6mw/X5/UZAz6KgWxoE75gBFfvaiEV8fDysdYHbv+ZCpvpFNfnDfCHkukUDCEJWlOUZnDjngFWdxAnuqqLkoRYVSqG3RtChGayfn/mNuxYNrhSrrupwKEoCHi5d/A3g8vh4GBLBQ62VMDqDuIvri3i6l3tAy2Is0VWBTHJggvzELsLjdWLuQ0HOmtLIRXxcKS9qiAhRSbcXrFgoC07wUo8cvXzSQ3CUTpr4Una5161FlUs01QpxxvlUnx2ax1NFbLERXUrvpnW7oqnazBCw+jwQ+/wweoOYnNZyqFY6kJdmQRNFTKEIwx6GgsTBaaDOxBB6Q7uDgdbKtBdX4YvJzWoLZPsqDqf0dhRo5Dk1WXlcTl4pr8Jn91eT3rdfcEIrtxax7HOqqxTr+LQ2/2oy3Kky+VQeONkO967ocJrJ9qyciexuAO4OqXF6b01eSn6s0FFiShRHNs8QVyf1yMQiqJMJsTRzqrEhMDhDSWdJ4QQmJwBzG7Y4Q2yvL9ymQj7m8uTCtpcMbZsxmNbij+5mI8Xjrbggx0oBMXA1JoVwTCdpKjvaSzHp7fWYXEHUp57XA4nUaxshjcYgdrswbfTOkSisZCZWEpha1UJlHLhjte5jtpSGJ1+LOgc6K5nX//4NCofVwlfMIINmw9amxf+mBgWYAuRqlJRLPyGjak/P9CMz26tb+tu0gyBLxiBOxCGyx/GqskNdyCMYJje9nybQxokQh5KxAKUxArpEokAbdVyTK1ZMblqhc7u3dVAnc0QpKFNhKM0vpvRIRJlcO5gY1FchIoNqYiPZw81gWYIbq3cp1PEO+rf3NXCHQjjVHcNqhXFpZw81luHa7P6rCYGP8zqIOBx8VKOhehgVzVGFow5d6LjiNAMxpfNMDr9KJcJ8XvP9GJPXfE0HMVEVmdXT08P/tf/9X/FK6+8AoEg/UV1eXkZP//5z9Hc3Iw/+qM/KtpBPgRbeIYiNAjYwmW3imGAHVXn4utLURTOH27G1bsbCEWZvGOLGUKwYnQliUeKAT6Xg5ePtWJm3YaLN1fwwkBLEl92zexBfVl+XSNCCFz+MPQOPwx2H7whluMbv7DFY1g7akpxrLN626487u36j873sVHZ/jAu3lzBc4eai7r4Gxz+rPh/Ij4XLx9rxbLBhXdvLOPcwdTBJy5/GEt6Z0GjtIoSNtxictWKQ20VmNc6MKex4+VjrXl1I7Q2b6JIyQZ8LgdvDLbhwsgq3jqVngJACMEPMb7vW6c6suqsFKOGUMpFeKb/fnF8I9aFUkiFsLgDMLsCWNA5EgmCNQoJjnZWFWRrtxXBNEliJWIBnj/SgveHVxIJgcXG3IYddk8o5YX42UNNOVN1ZCI++prKk9YnhhAYHGyBu9kTV8TnorVKjuZK+TZu/am9tbg0yorslHIRvtvBVYJmCExOP7Q2H0yuAJhYRUqBpa00VkhxfE/1jlOZeEjCVnA5FEokbEHbkCXjiRACfzgKjz8CVyAMnd2HBZ0TvlAEX09tYN3ixe8+3YMrm1xFuBwKpWIBFFK2C62QCiET84vipjHQziY8xm30mBg/3+Ty4/G++oI2dQ8KXA7bYT/aUYUfZvX4f39wCwDwm2e7cahtd67ZSrkInkAY4Siddv2K0gw+HmNtP7cKubN9jnxittUmN+6s2cClgKOd1btqkVgsZHXF/U//6T/hD//wD/G7v/u7ePLJJzEwMIC6ujqIRCI4HA7Mz89jaGgIc3Nz+P3f/338/b//93f7uP/WoUEpxb4GNvVo6J4B1+eC6G+tKKpaHmAvgPmKq5460Ihrc3rcXrGk7cRmwtA9I051F89bcSv6mpVorS7BR6OrONpRhY7aUhBCMLJozEjRoBkGJmcABqcfJmcAUZpJFLwUWDVuXbkURzurc+LZOX0hjC2b8cZgG6IMwVd3NvD8QDN6m8rxxaQGjUo2UrQYMDr9ONiSPT+4s7YUbdVyfD2lhZDHwWN99YkLHyEEn95axxuD+RfDcXTVK/Dn3y3gP385i7/31F68nqO4ZDNs3hCU8twuOiIBDy8dY+3g3k5R7JqcfnwzrcOZnszik92GUi5KKMGv3t3AX1xbwj2dE//Ts70F20ylg8Hh3xZKshmlEgHOH27CB8MreOtUcegjcSzpndDafGntvbgcCuf6G/HFpAbPD6T26M0GHIpCfbl0G9XBH4pizeLB97O6JJeM6lIxWqvkePFoC969ocJjvXWgY1QJbzACrc2LDasP/nAUwP147RqFGI2xCdVPIaiFoihIhXxIhfzERpkhBJ9OrOF/Pr8fJmcAnbWlSQK7KM2wXWhfGDZvCCsmN7zBCBiCpCZA/K/jcTmxwlkAhUSIUqkAUiEvZce5RiHByCLrLX1HbcWizolTe2sKsmN7kIjScZ6sG6AotFXL8etn9oBDUTh3sAE6uy9pMkFRFGrLJGirLkG5bOfJRCY81luPH2b1KT8rLn8YV2J2mIXQARsrpNBYPDtOxrzBCIYXjPAEIuzn5EjLT+J8zxY5ieqGhobwwQcf4MaNG1hfX0cgEEBFRQX6+/tx7tw5/OxnP0NZWfHHvT9FPGhR3fS6DSWbRHWEEEyqrVg1utFSJcfh9sqi7NSvz+mxr7GsoIvsyKIRADDYlf2OMEIz+GRcnVawUmzcuGeAJxBBhVwEhVSABqUMBocfBodv226Yy6FQVSpGjUKCaoW4KGKicJTG+0MreOf0/ZHzJ+PqpHHWgs6JyVULnu5vLLhDcnliDS9k8AjOBJ3dh2uzejwaKwq/ntpAb1N5Sr5kvPPk9Ibh8IXg8IXg8oeTUvE2QyTg4sY9I8aXzfj75/YBYP2T+5rLMxZjKf/GcXXevDSbJ4hvp7V4Y7AdFEWBiQWA0AzBE/sbcl7UdyOaVG/34dqcHgPtlVg1uTHYVYPr8wbwuBQe76svusjt01trOHewccfHjdvOvXkyu+75TlCb3JjTOtKGUWzG+LIZUhEPPXn6d+cCEovyXjV5YHb5cUdtw80lE94+1YEymRAyIQ8NFTI0lEuL6rqxGZfH1XjhSH7OQZkQCEfx0agaTx1gXYNSCexyRThKw+2PwBlbA5y+EHyhaNr7/5ev5tBaJcfvP9Obk1g0FxBC8NntdTw/0FLwYwXCUdyKCdq5HAr7m8rRUsU6KXw7rUVfUzlEAh6uzem30fHik4lVkzvpeiMR8NBaJUdTpSynz/OlMTWeO5TsFKQ2uTGusuCV460Fc8BphuDyxFpKpx8mxm9fNbkhE/Fxoqt6xynVp7fWivIeZItdEdWdOnUKp06dKvjgHqJwUBSFw22VONxWCbXJjY9GV1EuZaOXC7kw2jzBgjtOg101uL1iwbU5fdaxqj/M6nC2Nz+OUi6IX9RomkBr8+I/fj6Dt062o0EpQ02ZBHsbygresWdzDJdG1XjpaEvSqJmiqKRIzu56BTpqSvDV1AYkAl7WbhnpkO/v1pdL8c7pDvwwq8dv/dl1nN5bg3CUweSqBam202IBD2UyIcqkQtSVS1AqEaTtHq6a3BDyuDh3oAEtVXI0KGXwBCKY1dgTaWRSIR+9TeWoUYh37X1RykU4tbcWlyfWcKyzOjEG3y3HgFwQDEfx9dQG5GIB3jrFhpq4AxF4AhE8P9AMpy+EKxPrqC4V4+TemqJsjAEgEk3v6bwZZTIhzh1sxIWRFbwx2F5QUay1eTG1ZksKBMqEo51VuHhzBU0V8l1zQYiDoihUloqhsXoRjjJ4/kgzeprKIBfxEYoyONFVs+sc13IZO74uZviB2RXA1btavHq8NUGPySfBbisEPC4qSrjbAkW2Ihyl8eWdDTy5n10D1GY3VEYXKADNVXJ015f9ZMJsnL4QJlQWeIIRiNII2t2BMALhaIIvXFki2mZdlm4y4QtGsGaJ8dxjkfAUsGM3+WxvHb6f1SUoVqNLJniDkaIlS3I5FLgcKomaYXL6MbpsBk0zONCiLIg+91PBT4+h/hA5o7W6BK3VJbB5gvhiUgMuh8Kj++pyUs8DgCcQKVpn43B7JWY09lgiWuZUo0A4Cn8ouisJN6EIjWWDC2qzO9GlrCwV40CLEgqpAI/sq8OS3gmlXJQ39zlXfD21gcHumm3vT1uVHGqTO2nh5HE5OH+4GTqbD39zQ/ULG92rjG5Y3EEA7Kj8kX21BfvghiI0RmMdNgLgw5ureGOQFaOc6Lp/EfYG2QJ5bJktkMUCHnqbylFXJkm+OGRZCIYiNOzeEGyeIOzeEFz+UKKw/2R8Df/71/O49L88VZDFXTEQT+AyOP04d7AxiWNaIRfB4gmgXimFQirEayfaoLV5cXFkBd31ZTiQAz0mFdbMnqzCB+JQykV4cn8DLo6s4I2T7XkV5UanHzcXTXgtx0jgF4+04MObq7sqAAtHadyYN8DuC2GgrRJHOqoQjNCwuAJ4ur8p5oLAhr6c7avfNVeGxgoZNmzeoq2V81oHlvXOlOmR7TWlmFrLLsEuX8xq7JjbsOOZ/iY809+Ib6d1CVEpQwjWzB58P6NDOEqDEKCuXIKexvK8U1Lvs7ezh87uw+SqFRGajSo+ticzT//qlDaJxjPYVYN3byyjuUq+43khFfHR01ieNPGId5PntY603WSFVIhQhPXt/uauFq1V8rw3MulwvJNN++RxObB5gqgqFeOZ/p0nSL9MeFgQ/wpBKRfhpaOtCISjuD6nhzcYxYmu6qy7XKNLpqJ+iPqayiHgcfDZ7XU8d6gp7cXq22kdnthfuK8mIQQmVwALWidb5IDtUnTWluLZQ9uT676dYT1Fu+sVmFqz4uMxNZ4faN5V1fyEyoxqhSSlV3RXvQLf3NWm5IXXK6X4WaxLO7Vmw9MHGx+I9dCMxo75mLvJG4NtEPE5eOZQEz4eU+NYZ3VBVnuf3mJHlxRFgQJQVyaB1ubdVvDLRPyk89IXjGBuw4EJlRkAWyA3KKWgwLqx2L1B2D2hhNvCVgj5XJTLhCiXCdHXVI4SiQBcDitY8gYjeOloK76Y1KC5kjXe/0Vg3eLB8IIxbQJXZakIywZX0m0NShnePNmBuQ073h9S4fie/N+fqTVrztzcihIRzvbV4+LICl4fzK0otrqDuDarxxsn23MuagU8Lk511+D7GR0eL8I6shlufxjX5/WgGYLTe2uTClHjJqFq3I7O5gnikzE1ahSSonbr46grl2Be68DBlsIf68d5AygKGWlG5w424urURtHpP75gBF9MatBeU5okoo53RQG2i9pWXZJwmyGxwvDmogm+EPvZLpMK0dtUXtRmCiEEywYX5rUOMIRdl5460JCVtmbF6EaDUrrtvs8easJXdzR50QSy7SarzR689O++xqvH2fdTbfbk/FyZEKEZ/B/f3MOvn9mD1wfbH4jl4oPGw4L4VxBiAQ9P9zclTMCHF4zoaSzbkWfnCRSefrUVXXUKCHlcfDy+ljI1z+UPg8uh8trxhyI0lgwurJndoGPd3+pSCQ62KncUEBidflSX3ueoHmypQHOFHO8PqfDUwcZdSd9Tm9xw+sJpLXIEPG7SBWErKIrC2b56OLwhXLy5iv7WiqxiVGmGyenCHOenqwxu9DaVbRu7CXhcvDHYjm+ndTA6/Xltom6vWNBVV5o05h7srkl0iTNBKuIniQ19oQje+Q/fIRih8W9+dgzlMiHaqksgF/FzKq6GFow41c2OvV870YZ7WgfeG1Lhmf7GB+ZP7QtF8PWdDVSVijN2PKVCfkK4tRVx676bSyZMqMw421efU8FACAHDkLxEclWlYpzpqcOHN1fxepadXqcvhK+nNhJ0kHzQVCmHyujGmtlTFD90nc2Hm0smyMV8PLG/IaXThsHhR1t18nMp5SK8PtiODSvbrd9Tp0B/EWOmBTzufcu4PMEQgsvja9jboNjRlUUm4kMu5kNn9xWNPjS6ZILe4cfzA83bo8szSJooikJduTQpDtjmCWJWY4cj5jctFfLR01iG2q3To00Pn+oUi9IMptftWDO7QVEUOmtL8fxAboIwQgjGlk0pBdoKqRAKqRBqk7ugMI7NiHeTq0sluDanx74Glr4jFvAw0F5Z9Njkb+5q8e4/ehwA8OnEGuRiAc701v1KFcYPC+JfYXA5FE7trQUhBPNaBy6OrKCunLX42fpBt3uDu3bRb6mSg8/j4OLNVbx2oi3povfdjA7PHdqeo74VcZ/VezoHXP4wALbT11mTuvu7E24umrZ1wMpkQrzzSCe+nNSgqlRc1O6g0xfCxIoFr5/IzLOiEDN0z1AYlMmEePtUByZUZnx4cxXPHmrKyF20uIOo3IHHh9jzji+bobF60d9asa0QZjb5kceDT2Y0dlyOqZizLWacvhA0Vi9e3iLQ4MQ8YVN1iTMd82e3NPhvv/MI1sweiATcvAqiYDgKiyuQlJa1t6EMHbWl+OrOBuQiPh7tqd21kTxDCH6cN8DpC+GZQ01ZxThnOhKKojDYVYMozeD7WR0CYRpP7m/IiuO6qHcV5CderZDgkb21+DD2ec/0mnkCEXx6az2lw0eueKy3Du8NqVBbJsnLKSe+Ts5tOFBfLsXLx1ozHpPVE0jrAtNYIcObFR1Y0LGbqiPtlcVzBCrgHPSHorg0dl88lw0e7akrWGAH3E93PNJRlXYTLeRzEQxHtxfKaaCUi/DoJp2KJxDBvNaO8dj0SMDjortegZYq+bb1yR9iRXFWDyuKO9CsRH9r5nTWTBhaMOLU3vRrxKnuGrw3pEJjhawo0z27N4gfZvUolQjw4tEWbFi9qC2ToK+pHN/N6DCjsePJAw1FmVJEaQYufzixsX7leBtsniCuTKyh5FepMCYPkRdcLhcBQFwu1wN5vrtrVqI2uQt+HK3VSy6OrJCv7mhIIBRJ3P7F5DrxBSMZfrNwmJx+8jc/LpEoTSe+//buRsr7BsJRMr1mJZfH1eSTsVXyydgqubloJA5vsODjCISj5PK4OuN9ZtZt5MObKyQcpQt+vlAkSv7y2iKJZPFYd1YtZNWY/TnlC0bIxZEVMr5sSv+YakvGcydKM+T6nJ58MKzKeD+jw0dGFozbbjc5/eSvri8RbyC84/EyDEP+6vpS2teVZhjywbBqx8eJH/e7N5aJyelP3Pb+0HJe5/En42riyXD86xYP+evrS0Rn82b1eFcm1Fk/97LeSf7mxyWyYfVk/TuEsMecLbzBMPlkbJVcndrY8Tz8aHSV0AyT07GkgtbGrjVMmsfyBSPkL35YJKFItODnisMTCJMLWZ4/cURpmtyY15MLwyoyq7Fl/XvZvv4Mw5DxZRN5f2iZ6O2+nI4t5fOOreb1e0aHj/z19aWkdT9bLOmdZHRp+2c/G9AMQ769u0E+v72+47m3pHfm9B7shEA4Su6oLeSTcTX5eGyVvHdjmTz1Lz4jH91cIV9MrietHYXAH4qQj0Z3fl+s7gD59NZaQc/l8AbJR6Or5OspTdJn5/sZLXH6Qonv4++31prdmpUJ301r075WFleAfHhzhXxzd+e1JY5c1sdiINt6La+SfmVlBX/8x3+Mt99+G2YzuxP78ssvMTc3V8RS/SF2A/VKKV470Ybje6rxzbQWn4yrYfMEEQjTu66QjkfUvndDhXCUZl0oeusS3LDvZ3T4ZFyNT8bV+GFWB4mQh+cON+HFo6148Wgrju+pLkoX+8a8IakTmAq9TeV4Yn8DPhhSweDw5/1chBB8NKrGi1scJdKhu6EM93TOrB8/Pt6Xifh4b0gFRwoDdZMzkDKUI0Iz+H5Gh0tjq+ioKcEbg+0Zu6s6uz/JlzSOqlIxXj/Rhiu31rFh9WY83u9ndHhkX23absLmLnEm0AyDD4ZV2zpdLxxpSYq1zQZGhx8yIS8jbaepQoa3T3fgntaBLyY1oJn01JZs4Q6wISxWTxBvn+rYVbGkVMjHi0dbcbBViUtjatxcNKUMeYhTj4rRVaovl+L4nip8PKbe9lzBCI2LN1kBXjFFOTIR60gSdyjJhEA4iq/uaPDJ+Bpaq0vw+mD7rti3URSFIx1VeO1EOxZ0Dnx4czURFZ8PRAIe/Bnsy1JhbsOO0WUz3j7dkXX3dTM6a0uhsXoRiuRG19DavHjvhgrdDWV49lDTjmtgc6UMa0Xkvor4XBxsqcCLR1pwsKUCoSidcGoIhKJYt3gQLpCCArBC6XMHd+avK+UiyET8vP5Gtz+Mj8fUGF0y4fzhJjx1IFnQ5vYnUx6rFRK8c7oDi3onvrqjSXy2cwXNMLB5g2knChUlIrx6vA0HWypweWIN301rEc1A/fspI+dPxvXr1/HMM8/g5MmT+PHHH/Gv//W/RlVVFe7evYs///M/x4cffrgbx/kQRUapRIDnB1qgt/vw+//nEOzeEPjc3C+C8etcuusnIQAnZtnC5VDgUhRKpUI8/2++glTIg5DHLpDVCgkOt1cWncO8/XgInP5QVqlBpRIB3nmkE19PbUBtFuTkqxzHl3c2cKq7Juv0MBGfm/NFB7g/3v96agNSIQ9neu5btIW2qMRDEXYz4g1GcHpvbdajU4PDh77m1AWDkM/FWyfbcfWuFkanPyXdRGP1ggApBYWbsROXOEIz+GB4Bc8datr2PooFPBxsrcDIgjGlGC0Vrs3pswoE4VAUHt/fAJsniA+GV3Ckoyqv5CeaIfghRmPYmpq426gsEeONwXaoTW58MLyCAy1K7N0UAT2rsRfVbaVBKQNDWPeOl2IagnCUxoXhFbx2om1X3Av2NpThs9vrMLsCKc9tmyeIG/cM4HI4eHRfbc5uPPmCy6HwWG89wlEa307rQDMMntzfkHOB2lghg9bmzZrWcm1ODz6XU3A0/bmDjfg6S4FdlGbwVWwteud09lQLAY9b9GKKxKK1+VwOfu3RPSiVCBJ+7xqrF19PaRMOEgPtlTmfDzqbDwqJMGtXmkf31eLdGyo0Vkizovp5gxF8N60Fn8fFM4eacvrMxHUnZlcA7w+p8Mi+WjTusP5uxY17RpzOIjArXhhb3AF8Mr6GMqkAj/bUPRDxd7GQc0H8R3/0R/hX/+pf4R//438Mufx+N+ns2bP4z//5Pxf14B5i93BP68Csxg6lXIS/+AeP4fPb+SlgswFDCGgm/o/NNd9br0BduRQRmqDpASY4Ta/bsb85e0sqDkXhmf4mLOgcuDCygpeOtmTd0ZpQmVFXJsl5AaIodhHPlcvGj1m0aW1evHtDhTNbfHQD4Sh+mNUjFKFxpqcu5yjRKEMy8sQoisK5g42YWrNucxaJ0Ax+nDfgZ6d3juXOxCUOR2l8MLyCF460pN08ddcr8OmtNVjcgR09tafWrOhrLs/p3FPKRXjndCdGl0yYWbfh2UNNWRc181oH7q7Z8FhvXc7BI1sh5HHytsSKWzVOqa34YFiFU921qFdKsWJ0beN2F4qmChkIIbhyiz0nPhhewUvHWnbV1u6Z/ni0c0ei6Fg1uXF7xYJymRDPHmoqqDPNEJKjedd9CHhcPHuoCd5gBF/e2YBUxMPZ3vqsC4cGpRQTy+YdC2KaIbg8rkZPUzm6CuCEx1EiFkAm4sPg8KM2Qwz8gs6JO2orzh1s+IVHLju8IXw+qUnyFJcK+fAGI5CJ+GiqkCU26E5fCOMqM9yBCAQ8DvpbK7ISEl6f1+OtDEmnWxFfJ7+e0iYs5lLBF4rg+xkdKIrCUwcbd9YVZLheVJWK8c7pDlyb02NGY8e5g41ZrXk0w/r2Z5snALCb7tdOtMHsYgvjcpkQj+yr/aUojHMuiGdmZvDuu+9uu72qqgpWq7UoB/UQu4MozWB4wQizK4DuekWS4IUgvyIsG3AoChwuBR6H4LPbWtSXS/EffmMQn4yv4eVjrVi3eHB5XA0el4PBrpodjdwLwZLBmVcaXnd9GerLZbg4sppIbMuEVZMbLn84Lzu5xgoZNFZvTj6wm9GgZMf712b1mFJbE/GdABvzmXeAQZahlgdbKlBTKsG7N1R4JWb2/9mtdZw/nN56bytSdYlDEbYYfvlY645/w7OHmvHejWW880hn2vE/zTBY1DmTbJ9ywfE91fAFI/j09jraq0txqC29m4DDG8LVu1p01pZmjAnPBZUlYljdgYKoFgdbK7C/RYmhe0Z8PrmOsWUzuuoVYBgChrCFH/s1u6G9/z2Sbie4fzvNkJR0jDWzB8/9yZf42elOXJvVg4BdG3hcCjwOB1wOBR6XAx6HAjd+25afcTlU7Ofs/RK3JX4v9j+HwjOHmvDZbQ0ayqVYNbGJnrl6HKeD1R1ERYFWXzIRHy8fa4XFHcDHY2rUlUsx2FW94/GViAVpLQXj8IUi+HhUjaf7m4q6np7pZQV275zu3PazQDiaiJwv5BwXCXgIhKNZCUszYUJlht7hx1sn25OKsb6mcsxq7NuEfQqpMLFehyI07qitGFs2gwK7ye6qV2xbSyZUZhzpqMqZYlRRIoJYwIXG6t02MQuEo/huRgdCCM721We1cQxFaAh4mQtOimInFBZ3AO8NqXB6b82O15iRRSNO5jEZBdgi/JetMM75jFMoFDAYDGhtTe4i3LlzB/X1u5809hC5w+kL4cY9AyI0wWBXdZIqN476cgn0Dv+uJXPFo0HP9tZts4NprpSjuVKOUITGyKIRNk8IjRVSDLRXFbVrbHbt3DHMBLmYj3dOd+DbaR3UJg9O70s9RnJ4Q7i9YslqDJ8KPQ1l+GFOn3NBTAiBxR2ExuqFweEDQ4C7aiuGY2EHVaViXJvTo0YhRn25FNUKcV7WWtmgpkyCV4+34tKYGgqpMGEeny22domD4SgujKzi1eOtWYXHcDkUnjjQgK+nNhLpTVvx7bQOZ/sKW7OkIj5eP9GOuQ07PhhW4en+pqTOdZRm8O20FgxBUSJUN6OyRASrO1gw95hmCIKRKHgcDhhCIORxweFQ7EaWwv2vY/9zt3zP4QBcigK1+TZqezLilYk1/PM3B2CIWW7FkxlphkGUJogyDOgt/0fp+5OlCM0gGGYQZQiiNAM69n+UIaDj/8duA4BQlMb/+e0CnulvxD98rq+om32jM3OXNBdUlojx+mA7NBYPPhhewd6GwoJVjA4/vpvR4bXB9qJTUjgUhYH2Sowvm5McNm6vWLBqduPZQ00Fd/7bq0uwYnTnHd8citC4cmsN+xrKUtJEqhVijC5n5pgL+dxEwcwQgkWdE1cm1hK+xP2tFaAodpP3+mB+bkRneurwNzdUCYeVYITG9zOsp/DjffU5WZFuWL1ozHIdqCwR42enO3B93oBZjR1P9zemvA7EA0F20tvshFSFcb585t1GzgXxW2+9hT/8wz/ExYsXQVEUGIbB8PAw/uAP/gC/9mu/thvH+BB5Qm1y4/aqFSUS/o5ctb4mJX6c1+9KQayz+3BtVo/XjrcmHUNliSiJ5yfkc/FYLL453jXmcjkY7KouOE4aAIYXjDifY9jAVsTtxpYNLnwwrMKLR1qS/qZwlMZnt9fxThbUgHQQCXgZecRMzIJu3eKByRVIInJXlojQXCFHf6sS3mAUwXAUPU3lCEVonNhTDaVcCKMzAK3Nh9urFja9L1YoCHkc1gBeKUWZNDkiNEoz4KYp5gLhKEzOACzuACzuYJKXMpdD4T9+PoPfPNsFnc2XuJ0AkAp5qCgRoULO/tt6fsa7xOcPixIWXrkIP2sUEkiFfKwY3WivSfb+dPnDCEeZopxXAOv92xmzaFNIhSAEuLtmw4LOgSf2N+xKCmNFiRiLetfOd0wDmmFwfc4AuzeEx3rr8NSBRrRUsRHI1QXSObbixrwBnbWl2NtQBq3Niw9HV/Ha8baYtoCLApuB2xCMsDzlj/7JU/AEInj3hgovHGkpWryzweFHZ5oNcb5oqpSjqVKOuQ073htS4VhnVSKUIlvMauxQm9058XZzxZ46BS6OrOBgqxL+UBRf3tnA/ubyvCZvqdBcJcfVqY28CuIVowvjKgteGGhOu3HO9XXhUBT2NpQluPY6uw9fTW3gz76aw9unOraJeCmKpcUIeVwI+JzY/1wIeRz2dj4XAh4ndr2rw2e31iCIaUfO9tbnxWlft3hwtDN7P3iKonCmpy6hhxjsqtkmqB5bMuNYGlvBbEEzBDZPEHqHDyZnAAIeB3fXbfjqzkaCx/1TQs7L0J/8yZ/g937v99DY2AiaprFv3z7QNI133nkHf/zHf7wbx/gQOYBmWC9Zrd2L1qoSvHK8NatxjkTIQyBcuNp2K26vWGByBVIu0P2tFRhaMOLcwe3RzvGucThKY2TBBKvHUFDXOBShweFQRevQddaWoq5cgktj6sRiEneUeOloa1E6r1GagcHhh8bqhdUdYG+Mdd+qSyVoqZLjaGfqcV2EZnBlYg1vnerAl5MavHysFZdG1Rhor0RLlTzlxicYoaG3+zCnccDuCyUKbQKWe21xBcAwBFv39mIBF1WlbNf5QIsyiZv50egq3v1Hj+PanD5JjEMIgT8UhcUdhMkZwNyGI2kTEH+Oj8fU+PPvFvAX/+CxvFxQTu+twfvDK9vSo67e3ShYZLQZvmAEOrsPMhEfd9RWfDGpwbmDDXjndOeuFMMA+5lNF86RCQwhGL5nhNHpxyP7apOK30d7anFpTF204gZgHQ4oComCokEpw6luDi7kkWiXDQLhKC6O3N9AyUR8vD7YhsvjazjYWpGXEHIrghG64JF+OsSDVcaWzZhQmfFoz3a+OYfDAc0wSevMtVk9BHzOrmlBAPb64vCG0FIlx/P/5iv89uPdePV4a1GdQvhcDqI5dhAZQvD11AZkIn5WdI3NPOJcEaUZ+IIR/H9/YxBWd3DbpJBmCCJRGqEog1CERjhKIxRhEKHp2Eacjt3OYEHnxOWJNbw52I6+5vKspl+p4A1F89rsKeUivH2qAzfuGTGjseOZfjYBlRACjdWLE107F9nBcBQGhx8Gpx82TxCb3zoORaFCLkJtmQTd9WVw+kLwBCL4u0/uzflYHwRy/kQLBAL89//+3/HP/tk/w+zsLLxeL/r7+9HZuZ1T9BAPDr5gBNfnDQiEozjSUZXVibwVFLVzKES2IITgi0kNasokaYUDUhF/R/sgAY+LM70sxUNj8eDyxBq4HCrnrvHQPQNOZek6kC2kQnbx/WFWD7XZjUCYxiN7ayER8uALRuAPRxEIs/nygVCU/T4URSBCs53ZNKAo4H//eh6f39bgd57ahz11pVlxC+MghOCjm6t48UgL+FxOgqv56vFWfHlnA75QJKW9lIjPTYpK3fx4izonKkpEePJA6tSuVFjSO9GglEIpF6G+XIplgytRjFAUBamID6mIn9bqbUnvxJMHGmBysnHcY5ustORiAdqqS3ZUalMUhecHmvHZ7XW8epwNRVkxutGolOV8EQ/FNgw6uw+2mL0dhfvd7galFAMdlfAEwvj9Z3rRXlOCVZMbNxfZ465RSLC/pXxXxWSZQAjB6BIbvHKquyYl5YfL4aBSLobR6S9Y9AcAersPqyb3tiKttkyCx3rr8f6QCm+ebC8adccXjOCjUTUbM77pPBXwuHh9sB037hmgsXhwtq9+1zqoxQBFUTi+pxpHOipxfc6AkQUjntjfkOge1pZJYHD40aCUgWYIPhlXY3+zsqBiPxihYXMHYfUEYXUH4N20NsdfKYqiUC4TQikX4WhHJSRCHj67rYFSJsSRjqpdt+5MBas7iK/uaPDEgYasz9neNDziTGAIwdWpDYj4vERIycWRlW3343IocAU8iHZo9F6f02NvgwINyh68cKQFa2b2+sbjUDhRpKloNqAoCo/sq4Xdy3aLT3RVw+YJYqC9EgC7bti9Ibbodfi3bcJFfC5qyyToqCnF8T3VaesHlcGFaY0db5/uwGe31nf978oHeZ+9TU1NaGraOWHsIXYXOpsPY8smiAQ8PLKvNq8dbxztNaVYMboL7qAEwlFcGlVvczlIBS6HQpRmsiLax0eKuXaN4x/oYnXqfKEI9HY/tDYv3P4wQFH4s69YD+7fPNsNiZAHsYALiYAHkYAHiZCLMpkQdQJp4meZCgCaIQhFGCjlQsjE/JwXxq+nNjDYXZO4ePK5HISjdELdfm1OnxCDZIOhe0a8PtiO2jIJPry5ijez8I6N0gxurVgS4ptjnVV4b0iFtuqSHTv8cZskkYCL3zzbjcsTa4lNURwufxirJjdmNHYwMU9gLpeDRqWMjW3e1C2RifjYU1uK26sWHGqtSBuvGj9ukzMAnd0HkyuQ5CYg4HFQVy7F3oayhJfpVty4Z0BnnQJddQp8Mq5OFOEAO2YfumeEPxQFh0Ohq06BztrSXXdXIYTg9qoVK0Y3jnXuvFk+va+mKF1ibzCCa3P6tK91VakY5w424r2hlW3Cp3zgDoRxeXwNb55sT2tld3pvLdYtHrw/zDrG7FaXt1jgcjg421ePUITGt9NaEABP7G9Ao1KKVZMHZVIhLo2p8eyhprTrGyEE7kAEVncAVk8QNk8IEZpJnNfxrbmIz4UyRl9qrymBVMhLu2kIR2mc6KpJNDtsniB+nNcjEKZRKhHgSEdVQfQUsYALfyi6Y4E9umRifbw3uYlkgxqFOCuv6jhMTj++mdbhif31SUV3V70CCzrHjhHYmxGO0vh4bA2H2thpxZWJNRBC0FIlR0tV7Pq2aILNY0BdmRRHOiofiBBNJuLjaGcV/n8/LGJ82YzffboHsxt2UGDTUWsVEgx2VefVxZ5ctcLmCeKVIjvYFBtZrQb/+B//46wf8Oc//3neB/MQ2YEQgkm1FasmN+rLpHjxaEtROizd9Qp8dUdTUEGst/vw/awer8bcBXbCvoYy3NM60JeDFdq2rnGMa3xiT9KNUMEAAQAASURBVHVK39HZDUda/9x0iMToCjqbDxZ3IIkmIBZwUV8uxeE21rPy9qoF//zNAaxbPGAIQV9TeV7xwXGMLZtwfE8VGpQyfDymRplUmLVX8ITKjGqFJEm5HBdfxcWMZ3rqMKEy49qsfluhuRVGpx++UCTRNX7xaAsujqzirR2idq/e1SZRYSiKwuN99fhuRounDmynyMQRCEfx8ZgaJ7szK6BLJQL0t1agv/W+s0OEZrBh9WJ82ZSkwi+XidBWXYIxlRkmZwCDXTWwuIPQ233QO/xJvqccDoWa2OuXqxXgPa0DIOw5DbAFhi8USXSEa8skCSEWzTBY1Lvw2S1WqCMV8XCgWVl07m6cx3yorXJbFHc6cDkcVJaIYXT4Uwa6ZIMozeDjMTXePNmesROrlItw/nAT3ot1ivMdvTt9IXx2az2rx2iulKOqVIxPxtcw2FWdt5vLg4SQz8Vzh5vhDoTxxaQGchEfywYXlgxOPNZbD6PTj7kNRyLwI75exV/5ErEAFQl9QUXBFAeNJdkdQSkX4emYeNXpC2F0yQRPMAKZiIejHVU5Byq1V5dixeRO64kdCEdxZWIdB1qUOXV548hl2nZ93oBgOIp3Tnds6372NZXjw9HVrAtio9OPb+9q8cLRloQ3vZDPRTjKJDZxAh43YXOms/nwaaybenxPdUohZzAczVk8GW8oaG3exLSSz+OiuVKGA81KnIn5c2fbNMmEa3N6iPhcPHkgd8elB42sCuI7d+4kfT85OYloNIquri4AwNLSErhcLg4fPlz8I3yIBIIRGt/c1cLlD6O/VVlUnh8Q427R+as/J1etMDh8+FkOgo62mhJcmVjLqSDejKSu8aIJP84b0KCU4kjH/a7xgs6R8rViCEv419nYwigSTyyiWGunmjIJ2qrlOLYnva3OvNYBtz+Mx3rrYXIF8MJAM36Y1WPN4snJu3EzdDZfIgTkxaMtePeGCi9n4du6anLD6QtvW3gqS8QwuwNJ7h5HOqowr3Xg89vrePZQajs0mmE7tZsFgiViAZ7ub8TFkZW0xY7O7kt0mzajWiFBNNYpSNXNWrd4MLxgxMvHkjdTHIo9lp2KUz6Xs43yEZ8O3F2z4dNba9Db/fjNs91orJCioVyKfY1lReE/mpx+LOqdSUKR0/tqcWPekCgUNoPL4WBfQ1miePYFI7i7ZsNIjF5RWybB/mbljh2ydK/IPa0D0+s29DUr87KVO723FpdGV/NySolz6Z8faM7qtVVIhXjpaCveH2KT63K9uNu9QXw5uYG3TnVk3UkTC3h462Q7vpvRQWP15qSk9wUjkPyCOsv+UBRSIQ/T67aEjV99uRTNlXLsby5HiURQdE52KqjNnrSTBoVUmFiDPIEIJlRmuPxhiAVcDLRXZWUD11wpw1dTGykL4kW9E1NqK54faCmIoiEV8TLyiJ2+ED6/rcHJ7u2CszioGEc2G8/z2ysWGJz+bVaQIj4XgXA05VSjXinFy8pWRGjWv394wYiqUjGO76lKfLY0Vm9ar3uGEBjsfqya3LB7g4nb5WIB2mtKsL+5PKmZtmxwobZMgpPdNfjyjgY6uy9voT0hBJ/dXkd7TWlinfupI6uz6Ycffkh8/fOf/xxyuRx/8Rd/gbIy9o90OBz4jd/4DZw+fXp3jvIhcHPRhEtjavxvbwzgif27x3/jbRqvZwtCCL68s4HqUjGeO5ybiwOHorK1t82IzbtqjdWb4Bp31pZCxOdhQeeA1uaDLxRNiMXii1m9Mr/CaNXkxrrFk2TrFU8GWjHGXCiOtuZ0gZ/XOtC9afHgUBReO9GGiyMreCfDWNDhDeHWigWvn2jb9rPKUhGWDdvdCPY1lEEq5OHD0VW8erxt24X0yzsaPH2wcdvtSrkIZ3rqcGlMjVeOtSadi4QQXJvV4+00LhtPHWjAhzdXtxnZ37hnQChCJ7h5m1FbJoXB4cvZXowQgkW9EzMaO0rEArx+oh29jWW4NmdAT2N50VIRA+Eovp3WbfubWb/YaFb+3lIRPylZT2/3JUbQHA6F7noFOmq20yuEfC7bIYoVaCqDC7dWLOhuUOTtrwywVKaqUvGOIQypcPWuFsf35NYVlIv5ePVEKz4YVuGNwfasqQxWdxBX727grVO585ApisIT+xuwpHfi4sgKXswydCef1yRfxDdKJlcAFAVUlYhxqrsGbn8Y//zNAQj5XBidfkytWXGotbIo0fbZwB/KTpAmF/MT1ob+UBS3ViyweoIQ8jg43F6ZlvPL43K2WXPRDMGXdzQolwkLOrfj6GtSpuURjy+bYXD48MbJ9h2F2Ce7a/DFpCatawLNsIVhU4UM51NcH8UCVtCuyFB38rkcnIytD0anH1/e2QDNEAy0V2Ld4sVgVzWCERprZg/UZjfCkfvNnboyCXqaynYMSQlGaNxasSQoTk8fbMR7Qyq8cqw15zRFmmHw4c1VDHbV5BxM9QsFyRF1dXVkdnZ22+0zMzOktrY214f7pYXL5SIAiMvleiDPd3fNSlaMLjK3YSeXRlfJR6OrZFZjIzTDFPV5VAYXmVJbs75/IBQhf319iWit3ryf84dZHbG6A3n/fipEaZpcndogT/2Lz8ib//4bMqEyE08gXLTH19m85KPR1aTbPhlXE2bT++ENhMlfX18iGosn68e9MKxKeow4rO4AuTCiSvk7oUiU/OW1RRKJ0mkf95NxddqfmZx+8tfXl0h40+8v6BxkZMGY8VjVJjf59NZa0m0/zOh2/HvnNuzk1oo5cewfDKvIos6R9v42T4Bcn9NnfMzNCISj5Ju7G+TCiIpMr9sIwzCEYRjywTD7+kWiNPmbH5eIyenP+jHTgWYY8lfXl0ggFEn582W9k0yuWgp6jihNk1mNjXwytko+HlslX09pEsd+a8VMNBYPWTO7yftDy2R82ZTy/MnveRlyYTj1OZcO48umgv7eQChC/uKHReLN4rNqdPjI+0PLJEoX/ve6/WHyV9eXiMHu2/G+P87ri75exRGJ3n+vL42ukq/uaIjBkXxMsxobmVy1EIZhyPtD7PtDMwy5pTKTC8Mqcn1On/RZ3g18Mra6850yIBCOkuF7BvLR6Cq5PK5OuWZsXrOMDh/5q2uLxOwq/DMbB8Mw5NKWNdwbDJP3h5bJ3IY9p8e6PK4mgXB02+1OX4j85bXFjGvN9LqNrBhzryMc3iD5dx/fIU/9i8/I//bBBPlycp3c09rTrkU74cKIatvnzh+KkL/5cSmnNcUfipC/vLZI7J5g2vtcznA92g1kW6/lPG9wu92wWCzbbrdYLPB4PEUo0R8iHTgUlRizklj36/L4GgiAPbWl2NdYVvC4rLVajisTa1kZwxtiBvCvHGstaHR1qLUC4ypzXqluWxGO0rg2p4fbH8GpvTX4k3eOQiEVYnbDDrc/jDO9dQW/RqyAxLCNk1khF8HqCSZGZ1LR/SCPdYsHp3YYy+rtPtSUSVJ2E5VyEQ63VeKbu9okSgQhBB/eXMVLR1vzFl5UlYrx/EAz3ruhiiV5AVNq645dmJYqOUJROnFMTl8InmBkx47AvoYyXBxZQaVchB/nDUl8ulQol4ngiHEjM2HD6sW4ygw+l4NTe2uSOiITKjMOt7GqaR6Xg7dOdeCj0VUc66hCUwEc0svjazh3ML3Hd0dtKS7eXEniOucKLoeDnsbyhDOIN9Y1HF4w4vLEGgwOP/7py/14YzAzXzf356VQrZBkPTZdMbrg9ofxeAGfY5GAhzdPtrPxzkdb0nqy6u0+DC8Yi2bbFg/d+erOBiqsoqTQia2we0MozzH2PB0IIdDZfZjR2BEM0+ByKHTVK3B+oCUlRShCM5hZtycmLB01JQn3lsPtlTjcXgmjw4/Pbq2DQwGn9tbuju1fga+5iM9NTETCURpTahsmVizgcijsj2kwJAIefKEIJlet8AQiGVMn88HWz8qMxo4FnWObt3w2eGRfLX6c1yfpIxZ0Tsys2/DWqY6MXWZxjDKxExhCsGJ0Y17rAMMQyMV81CgkePFIC8701uHumg2dXG7Oxw4At1Ys2Ftftk0wJxbwcHpv7TZNSDo4vCF8dnsdr51o+8kLVlMh5yN++eWX8Ru/8Rv49//+3+Po0aMAgLGxMfyTf/JP8MorrxT9AB8iNSiKQnd9Gbrr2eJ4yeBKFMedNSXY11iel3o92wXnjtoKnd2XUmiQK0okAngCmaNId4I/FMW1OT1CERqP9tQmiqFAKApPMIIXj7RAb/fh/SEVjnRU5S0c9AQi+PLOBt4+tb34aFBKobX5krhk8SCPRb0TF0bYi3y6sezNJRNeOtqS9rnbqktgj6XgHY5Z4nwxqcGj++p2VHTv9A6VSAR442Q7LgyvYGrNiv/lpYPwh6Lg89go3HSFVledAqEIjRvzBujsPrwao2wEIzScvhCcvjCcvhBc/nCSz7AnGMH/47/+iN9/pgcWVwAyET/zeZSGV0MzDEaXzNA7fGgol+GlNAJTtdmTJBDhUBReO96Gzyc18IdpdNcrdniFtuPanB77Gst25A5WlYiTAmgKhUzER09jGQwOP352uhOLeif84Sg+GV+DkM/FgWYl6pXFCdg52V2TFZfY5glias2W5KqRL4R8Lt4+3YEPhldw/nDTNhpAfONTrBjmODgUhWcPNWFGY8fHY2q8cKQ5LQ2jkOd1+8O4o7bCHrPua1BK8VhPXVaFzNWpjaTC5FBbBS6MrCatZzVlErx8rBWhCI3hBSNsniC66xXobSovyuvl9IVQmmEDmysEPC6OdlbhKNjP8/S6HR+Pr+HjMTX+P1fu4jfPdmNfgwJLehcEPA74XA4EsZALAY8Dfuy2fP42qYgHhzcUSwaV5a3LUUiFcPnCCVeauEtONhx8sZAHpz+c8meeQASTqxbYvSFQFNBRU4rzh5vA5XDw/YwORzsrobX50Fwhw956BSZUFtxaseDRntqsLeicvhC0Nm9aykdjhQwGhx8zMU1COmhtXgzdM2ak9v3UkXNB/F//63/FH/zBH+Cdd95BJMIWMTweD7/1W7+FP/3TPy36AT7EzqAo1sKpq04BQghURjc+janX26tL0NuUW3Ec99FNZa9CCMFXUxuoLBGn5EPli2yFU1vh9ofxw5weHAo401O/rTBUykVYt3gBAHXlUrx9qgPjKjMujlhxrr8xY2dyK4IxB4R0fMXaMgnmNhzoT7GudNUpUFcmxYWR1ZTx1e5AGBIhb8eFZKC9ElfvbmDV5IbZFUCDUpZV8ZOJps0QggWdEws6J9yBMOY2HLg2q4dSLkKEZpJcGFI+NiH4s6/nASAxKRDyuVBIBVBIhWitkqNUKkziUs9o7Hhkby2aq+S4p3XErIeyd1uweYIYWjCCZgiOdVYl+HWpsKh3Yk+KDRBFUTh/uBnfTWsRCEdz6uLObdgh4HLQVafY8b6D3TX4/PZ6UZKZ4sJaLofCC0dY0Zo/FEnYXwUjNKbXbBhXmUEANJRLsb9FmXeELzfmuqGz+dKeZ8FwFF9MahIWe8UAn8vB26fa8f7QCs4dbEwIsdbMHtxds27jrhcTfU3lqC+X4N0bqox2ZtkiHKUxr3VAbWInqCViPg62VuT8uAaHHyI+a+EYB0VRaKuWY8XoQntN8jku5HNxtq8+MU38cHQVpRIBTu+tLah7pzZ70FpdfGcOfyiKqTUrjE42hOhYZxXmNhyJcJUwzcAXiiIcpRGJMohEGYSjNMI0+zWw3V1jJ4wsmvDvr0zj1x7dw4qr7T4I+VyI+DwI+ZzE1yI+mzAn5HNiP+Nuu1YdaqvEzUUT1i2elMlv6SAWcBGIeT4TQrBqcmNuwwGaIZCJ+DjUtv1cGVs2oVQiQHd9GXyhKBy+EKQx27TD7ZX4cV6PkQUjHt/fkFErQQjBZ7c1OzrQHO2swuVxNWrKJCkbAPe0DqiMrh1dZX7qoAjJT9Lk8/mwssKaUre3t0MqLX7k708ZbrcbpaWlcLlcKCnJLV4zH0yv21AiFuRk5xX/cM1q7KAZgtbq7arSVDA6/ClVxMEIjUujq3hkX23OAqedcE/rAHA/zWonWN2s76VYyMvYXSGE4NNb60kpaQAbshBPNsqGRhGhGbw/pMKrxzPHB1+eWMuYgBbfUJRJhUlijk9vrePxvvodqSehCI11iwf/4M+HIeRx8Cc/O4a6csm2qOVUx/XCQHPiPgwhmN9wYMngAgVgb4MCe+oU+GJSgyf2N+CLSQ0ONCu3RR5vhdkVwNWpDShkQigkAujsPrx8bOfkqisTa3gu1unYDG8wgumYiAgAKkpEONhSgfFlE450VmHV5MaywQWlTIST3TVp/WY348LICl7foZs4smgECJKEbelgdPgxrjJvO6cy4fK4Gs8casrb0YJmGFyb1cPlD+OJAw1JG7nL42q8mKLYjo/jp9ftCEXovLvHNEPw0egq3kjR7WIIwbs/LuOVHT4X+YJmCC6MrOBsbx28wQjmtU6cP5zaFaX4z83gs1vraKkqSaKQZfMZX7d4MbthRyTKgM9jHUVaq+R5HzchBO8NqfDWqe0TOULY1ygboZnTF8KNe0aEozSOdVbltY5/emsdzx5qLLgLSAiB2uzB3IYdUZpALODiQEtFQrD4ybgaLx5pwaTaCqPDn9YNpxC8N6RCc6UMDENwam8taIYkkuSCkeT/t94WtyujKHaA5faH8Vc/LuM3z3YlNhzxn20GRVFJBXY4yuBffTiJ33lqHyiKnQTuayhLS4Gb1dhh94bwSCxYZ9Xkhi8Y2da9DUVofDejA0MInuirT3mN/G5ai846RZKFXjrQDMG7N5a3WRuOLZsQCNE7WnhuxpWJtZzWz0KRbb2W9womlUqxf//+fH/9IR4AKIpCe00p2mtKE4vPZ7fWQTMEzVVyHGxRplzUasokGF1ONi03Ovz4dkaXlf1XPthTp8Bnt9Z2LIj1dh+GF40olwpxPgtbp3QLqJDPxQtHWmBw+PH+kAoD7ZXYk6bbRzOEVaEfKczmJ348z/Q3YW7Djg9vruLFoy0ghCBKM9se2+4NYtXkgd7uQ3zfyudx0VIlx+sn2sDhsAvrrMbBcmzjKy9FQSzgoq5MivpyKRRSAeQiPjyBCNRmD1aMLnA4LB/95aMtSa9ROMpAxOfilWOt+HpqA/7Q9oU2juEFI5y+EN4+3Ymhewb0NStxoKUCF4ZX8OSBhoxdXoaQlOeebIvbgtkVwA+zOvyXWPDJP3vtUE5jTZ3dh9o0vOzNGOyqwZTaim+ntRm57L5QBN/NbHeU2AmD3TUYXjDisd76nH6PEIIJlQVqswdnempTvqaSNDG0FEWhQSlLFD3BCI27a1aMq8wA2FH9/mbljpsKLodVqmtt3m0F1Cfja3jqYOOuFMPhKA2jw4/WKjl+7T+xTkf/07O9uDanh0TIg1TIj/3PgyT2dTFDTrgcDl482opbKxZ8emsdzx1uApNmimXzBHF3zQaXPwyKYr2OnzrQULRI4+EFIwa7alJu3CmKQmsVm4q4NWVyKxRSIZ4faAbNMBhbNuPmogmNFbIkm8qdwGyJjM4FcQqAzRsCh2J1CE/3N6Xk2BLC/m2H2yqht/ti9pOF6VU24/aqBfubWW7+9Lot8dkXC3g5d9DjoTA//zsnEIzQCb1CKmwuun2hKP7HD4uJ2xuUUvRkoDuqTW5s2LxJzkblMiE2rN5t9xXy2SCmOM1PJuLjbF9d4r3T2rxgCLIqhgF2HXjxaAs+GV9LbI6/ndaiXCbCsd7cvaB/isj5zHrssccyXly+//77gg7oIXYH7GiN9WiNdzA+u60BzRA0VchwsEWZdkc6tWbFhrU4fOF04HIoZEgzhtrkxsSKBbVlErxyrK1oF77aMgneOd2J8WUzLo6w49nNQh5C2O7Ykwca0gp88kFPYzkalDJ8MKQCAOxtLMP3Mzp4Ave5ZAqpEO01JehvrUj6e3U2H7rrFSiXi+D0hxOdgs3whSIw2P2YXrfB6QslKA0//zsn8HKacbPJ6UfVJo/QcwcbceOeAaNLpqRuti8YwZVb6xhor0xQFfzhKMQCLgQ8Lt55pBOf315Hg1KWkoZANqW/ZYLG6sX4shliARf/9OV+NFXKoLP5cGl0FQqpECe6qne8cN1cNOHlLNORDrZWYFHvxKe31nD+cPO214hmCC6NqvMSclWWiGH1BHe+4yYs6ByYUttwpKMyo8irs7YUywbXjpQPEZ+LY53s+0gIgdbmw3czOgQjNER8Lg60KNOK5wa7a/DhzVW8MXj/4nltVo/exrKCuNHeYAQGhx96uw+uGI8yvgwIeBzUKCRoVMrwf3ukExRF4bHeekQZBv5QFL5gFL5QFGZXAP5YNHqmSPQ4SOyx4wX1/aKaLbJFAm7S+zvQXgmT0493f1zGkc4qVJWIEYzQmFm3QWvzAWCTvA61VeyK7Zk3GIHFHcwoyj3SUYkLI6s7FsRxcDmchNe5xuLBx2NqiARcPLK3tqjrHEMIlg0uLOicYGIUgP7Wih29iN2BcNIGr678/8/ee4fHdZ5n3r/pFQMMeu8drGCvEkWxqlCiumTHlu3YckmcZBMnzpfsxokTOxsnduJeYq9iq/fKLpFiAwmCBAt673UKpvfz/XEGhxiiU5Rj7+q+Ll4EQczgzMw573ne57mLgQfWF/BKTRe3V2V+aI68LximfcghUQWW5SXROmjnrQs9i55AuHxBKSFRrVTw/Kl2VhYkz7pGKOQydGolSoWct+t6+dKuKqpyzNy3tkCyDFXKZWwqT4+hSozYPVzsGp+W9hanU+PwzsxBFv9fxf3rChid8PJqTRdZSQbWFqdy/NogT2xdHM3JpFNTXZDMe1cHmPAEWJKb+KGTbX+XsOiCeMWKFTH/DgaD1NfXc+3aNT71qU/dquP6GB8hZDKZFBMJYiDCOxfF4jgnycCKgmTMBg0Wp4/a9lGS4rTcs/rW8YVnQ5xOxYQnEMN5auy3cbXHSmFa3Lxj7w+DtSWprChI4lB9H3q1km1Ls5DLZLx5oYeNi8iVVy3Qx3nQ6qa+24Jeo+SnR5r43PZydq7IWZA37pnWYWlT8NLZDiqzzdO6JgaNiuKMeArSTLx+votvPLKaCU+AlsEJRuxebqvKnLapuNAxNs0hYEtFBhc7xzl2pZ/ty7K52mOhedDO/eti/ZWDoYj0muUyGfeszqeuY4x36nrYU50bc3Pot7jJmmVUG44InG8bpd/qIifJyP3rClDIZRy41EtWokG64VtdPt67OoA3EKY4w8SyvKRpNyC7249Jr1rU5qksMwGdWsnLZzt5YEOsN/Pr58WI3Jvl45ZmJNA6aJ91EjGJAYubk01DlGYmTPNrngk5yUau9FgWxYGWyWTkJBslRxBfIER9t4XzbSL3OOeG7rFcJiMr0UBfNATgSo8FrVox72sRosEogzYPQzY3voAorJwsW40aJRmJBpbnJxGvV894fb9Z2809q/NQKeW8fr6LxzYXL4r7PxMCobBYVPtDeKIczIGoT7kvGEIQpvNR5XIZf/yfpwH48u4qVhQks7oo5SOnbxy41Ms9q/Pn/BmZTEZeipHuUeeiUzInw408/hAnm4ZweAIsz0+a8bMNRwTk81xPdrefi53j2D0B5DJxw3b3DPSouXCl2zLN6UirVopOIPV9DNk9rC6avQs7Hw5c7JV495MozUxAq1LwSk0X+9cXLGjT6/YHebVG1JVMrn+i48TQnMFMgVCYF053cO+afOL1ahRyOaFwhNxkI7nJxuuCSJePwjQTRWkmjl0d4NEZfNrnayYFQmHGJnyMTHgx6dWcahrmGy/Wcf+6AikFb+pTTqd4xH5vwOqWBLyf3V5OY5+VOJ2azEQ96Qn6Wa/j3wcsuiD+7ne/O+P3/+7v/g6Xa3rb/mP87iMvJU6KL+0dd3HgYi/NA3b+6dVLfHpbGYlGLfXd42hVYgdQoxT5T2qVHE1U6XsrLoDqwmQudY5zW1UGF7vGaR9yUJmdwMMbP7pCeCrUSgX3rM5n2ObhhdMdvFrTydfuW7GopJ7MRD2DVs+0m9Kk2KnfKnaUMs16ti3JZMTu5ZuPGbG7A/SOu2aNKp2ExekjQa+Riry7qvN492IvD84QyOHxh3i1ppM91aJS/92LPexfV8Cw3cPLZzspTIuLuaH7o53CG1GZncBbF3rY9Q/v8KnbS3l4Y9GCLN5WFaUwZBM7a/evK5BEms0D9mn8dIcnwAdNQwSCYdYUp077/6nRpiBasd21Kk8Skb5+rgu5XMaa4lTp8zrRMDhjStx8yE02olUpeO5ku2TM//61AZblJX0ogdWyvEReqematYi0u/0cudJPqknHw5sW3oVWyGXcpBREglatlKYAgiDQZ3Fz9Eo//iiFZnl+EhvK0nj5bCcymbipmSwoQuEIIxNehmweRuweQhFxAiAgFpNmo4ZMs4HN5RmLHne3DU2QHKeVOq+LsYCaC6JDgWJBHV2L08fJpiEMWhV3rcrFoFEhCAIXO8fQKOW3PG57Kpr6bRSkmha0CVtXksqLZzpvOjZer1Gya0UOgiBwucfCS2c6SDaJXP3JYm/Q6ibTHLsehiMRmvrttA9PIAhirPqH7ZaPO31snmHyMEk5q+8al2gsi53WdI86SY7TzujMk5sSh0al4IXTHTy8sXDOIt4bCPHK2a5pnNrMRANnWkZmbYz4AiFePNPJ/vUFUhe8KN1Ex4hDEulOCiJBpHY88m9H+cKOCt6OFrDiewFxWjXxBjX/dbyVlDgtFpefyA1rgVopRrGnmrRMePwUpMbx6KYiNCoF96yePgmbDR5/iEP1fRSnx/PY5mLsbj9ymYy7V+fhjE566qO0oalQRkN+Msx60hL08wad/HfilhG/PvGJT7B27Vq+853v3Kqn/Bi/ZYQjEQYsboLhCOkJelbkJ5Fo1Ig71imcJ5vLL4oMQmECUaXvh7kfy2RIhfa3XrtEv8XFutK0eZWvHxW0agWCIOANhLE4fbxd1xPz+gQgTqsiNV5HaryOpDitVKDmJBlp7LeRl2Kkb9zFlV6rxMtdnpfEmuLYjtKlrnHJ3ulk4xC17aNz5sd/0DjEXauuF3l6jZL81Dga+20x8ZijE14OX+7nwQ2FkphisouQnqDnkU1FtA1N8PzpDlZFb14pJh2CIDBk89A8YJfoGxqVAr1GyY5l2aSYdBy41EckEoFoV6o8a3bed4ZZz0Mbi3j1XBcbStPIT43DPSXlqm1ogvrucUw6NXcsmV1UONuSLZOJaYQlGfEEwxEutI9R0zrCsN1Dx7AjSjeRo5DLkMtlKBUy6d/X/8iRy2L55qnxOu6OejNXZItd4w87GpTJZDNOQXyBEEeu9Iuc1TULS0v7KCGTyaROFYg3/svdFs61jfKfx5r5z2PNfGl3legMQtSvOHrDW56fdMtueMFwhNr20Rj3ipxko5jM1jXOig/h7bwQdI44qOscI9GgYW91Lpe7LVRmm7naY+GeNfmEIwJnW0b4oGmI/JQ4VhWl3FJKWSgcob7bIiWHzYfJz61nzCk1OG4GMpmMFfnJrMhPZnTCy7sXexEE0YKva9TJklwzYw4vl7rGcflCKOUyKrLN3Lsm/7cSGw0ivSk9Qb/gWPtJRASBU83DPDGHBiAtQS+mtEU3xLMVtS+d6eThjYUzcvDvXJbF0SsD07rQbn+QV8528dDGWJ/e4nQThy/3T3OtGbJ5aB2c4G8erKYozRTjThSOCDg8AZ452YbLF6Rz1MljszggDds8vHdtgHUlqWhUCvKS4wiGI7x/bVAqvGdDRBD4oHEIm8vPrhU5nGkZ5p7VeZxoHGJVYTLPRcXmk05XNyIYjjAa3TBf7rZgc/n59Qdtv1VR3UJxywris2fPotV+BAbgH+Mjx7DNI4no1hSJ3bm363r4h8fWcKXHSmO/bd6L5sMgIgh4AyFePN1BnE5FvEEjcV9XFiTfdODEJG6Mt50LZ1qGGZvw8tDGIu5fV8C7F3tn9FZ1+YKM2D20D09wrm1U8p/0BkL88r0WntpZSU6ykR3LsmcVLUUEIVpQiK9vS2UG59tGOdk0xJYZ+IJuX1Dy35yK1UUpPHeqnZKMeFQKOS2Ddhr7bPNyvksy4ilON3GhY4w/+s/T7FiejdXlIy1Bz6qiFKloiwgCL5zu4H/cu4znT3dIN+iIINAz6uT1c138KioMmcSk7VqiUUuCQc2DGwr5oGGQfouLYDjCiYZBRh1eStLjeXD9/BOAhey3IhGBUCSCDHiztgejVoXV7SccEQiHBfHvSIRQRCASEf8dikQIR/99I0IRgaNX+3nmZBtfjhaAk1DIZSQYNJiNGszRvxfSxdtamcF7Vwe4a5UobHrv6iAuX5A7l2XP6yU9F0x6NXa3/5ZzWCe5xkM2DyBGb6cn6Mk06+fcuN0KvDvDWBtgTXEqb13oIT1BT/otjlCOCAJ1HWN0jzopSDNJ5+ZkKMKjm4tRymVc7BxndVGKxN/vGnHw2rkudGolmyvSPzSlA8QI7J3LFxdysr40lZfOdn6ogngqUuN13Le2gEAozGvnuvjley3cVpnBlooMNpSmf6hzdjaM2D0Loqilm/U8uKGQV2s62VKRsaCI4PeuDnDHksx51xuzUcN96wp44XTHNGchfzDMi2c6Y5oNNyLBoCEcEXB6g9J75PQGee1cFw9vKpq2VqiVimn2lm1DEzT0WXl0UxGBUIQjV/pjCmK728+7F3t5eGMR+alxLM9L4vlTHdw3ZYMQDEc4VN+HRqngkU3FKOQyLnVZJP5454hjTppN66CdCx1jkrOUIAjYXH6S4rRoVQoSjRr2rcnnxTMd3LUqd8Z4aJVCTlaiKPBuHrBxrdfG53dUzPn+/3dh0QXxjeEbgiAwNDTEhQsX+Nu//dtbdmAf46NFMByhpmWEkQkvGWY9d63Ki+nsTHJCVxel0NRv4+26Hu76CGxvQByXv1nbw761+ZRlJlCcEU9qvI6eMSdv14muGGWZCTedxJcUHSVlJc5+uk94ArxT18Oa4lRpsVAp5GSY9TN6fBq1KoxRB49JBEJhnj/VwT8+vha72z8vx+1Kt4XlebEUibUlqVzutszodvB+wyDbZrG22bMyh4OXekmO0+EPhRcsJBu0emgZnODLu6vwBsL4ghFS43UxHczj1wa5vUq8iawuSpG62HKZjAlvALVKwVf2LGHHsuvWPr5gGLvLj83tp21wArsnwIQnICmqH95YxKbydIrTTR/qnAqFI1zsHKfP4hIN/otTKM9KwKhTUZBqYsTumTch8EYIgsC5tlH6xl08tKEQvVpJUtT+bervtbsD2Nx+cRLQY8E3JXhkKlQKebRoVmM2aJjwBDjTPEy/1c3tVZm3JLCjNCOBtqGJW1KkinaNTq72WogIYvfq3jVictqrNZ3sX19Ifdc4717sZc/KnI9kTWgbmiDVpJu1wL9rVS7PnmznwfUFN5XMdSP8wTAfNA5h9/hZXZgy7X082zLCxiiNpyDNRF1nZ8z1XZBmoiDNhNsf5FTTME5vkGV5ifNyrGfDsN2DSiFfNEVHJpORnWigd9y1YPeAuRCOCNS2j9JncZFpNvD5HRWUZibQ1G9DP2inujD5ln/+V3qsMSLeuaBVKXhsczGHL/czZPPMkzDowx8MT/OAnw1GrYqHNhbx8pkO7olyfSe5vw9smN/tYsfybA5c7OX+dQXY3X7evtATwzWeCYIgIJPJuNQ1zrjDJ3mXa1QKAlPWl/rucXpGnTy+pZghm4eMBD05yUYe2FDIa+e6WF+SissfoqHXyq4VOZJ39YDFTWbi9U3ktiWZPHeqnXSzPqZIt7v9HKrvpzAtLmZCU9c5TnXUQWNVYTIXOsbYXJHB41uKee1cNyvykyieYZImCAKHL/cTp1Xx4IbCmObC7xIWvZKYTLE3MLlcTllZGX//93/Pzp07b+nBfYxbj75xlxiRKYN1pWlsmcGhwB8Mo1ZeL44rss0YNEperunkgfWFt3Qs1jY0waWucR7bIsZbVuUmUtcxxh1LsyRus2gsP8Hr57uRISqCC9MW7umZaNRgdfpm5QJPjtgf3FA4bbHaUJrGc6faKUgzzfm6w5EIL57u4P51BcTpVDT0WafFLN+IjhHHNMUwwPL8JJoH7DGbkEAoTCgcmXE0aHX5qO+y8IMDDRSnm3hqV9WsISeTC244EuFQfT9alYInthQTDEc4fLmfu6pzudAxRm37GCsKkshONODwBiRv0JKMeF443cHSvCQOXuolNzmO/esKaB200znqlGgbWpWCdLPYwZvwBDh+bYA4nYpP3laKSadifWkaFqePA5d6xe6sTEZhahxlWQnTPoOIIDD1pUQEgas9VtqHJ1DKZawsSI65Eb5wWoygVsjltA9PMGz3LDi1qW1ogtr2UdaVpLG+NI1Xajq5Z3U2z59qZ2lukvSeKhVykk3aedXyIG6UJovnlsEJnj7eCsAXdlbSMmBHq1J8aGV/RqKeC51jH+o5JkMvwgIUpsZxzw3xwb1jTqkLt6IgmZR4N8+damf/+sKbFhrOhEAozIWOsTmpAnKZjP3rCnj1nCiyu9mizOby80HTEAgCWyozZuxwhSNil3xq+EuCYeaOvEGjkni4V3tFa8VEo2bBntkgXqPvXR1YkK/wTFgf5Xp/mILY6vJxqmmYUDjC6uJUqUB9p66HiqwEluYm0j40wYtnOslM1LOxLP2WOf+4fMFFdZ5lMhm7VuRwudvCWxe6uWtV3oxr9eH6/hm1FnNBq1Lw6OZiXjzTwbYlWRy90s/+9QULomhoVQpMOhXNAzbqOsbF6cIc087UeDHRsnVoAqVcPu3eYTZqGHf4ONs6TGaiQfIe7xt3S37xDk8As0HNUz87SUV2Av/rodUxQS7n2kfZt+a6QF4mE63U3jjfxSObigmFIxy90k9EgPvXTadvdY44JMu1tAQ9Z1rEybJCLufBDYW8d3WAcadvmivR6+e7ua3q1ucX3GrcdDDH/+v4fQjmmIQ/GOZMyzAWp5/sJANrilPmFAvUdYyRbNJOG7uNObwcru/noY3TC8ebwQeNQ0QiwjRD79mCBkC8OV3psdA14kCpkLO6KGXeHf9ENCr1RtWvwxPg7boeVhWlzJk4NmB10zJgn5U2Mkkp2LUiO+aG2tBnZdDqmbEo9gXDHL3SP2faX/eok4udY9y/roCjVwZYVZRMolFLIBSmoc9G96iYfGU2aFhRIBbRhWkm7G4/Tf02wgJkJOipLkxGo1JwvGGQFflJWF1+alpH2Lk8J6age/Vcl1SgC4LAhY4x/ua5Wj6xtSSmYzzm8PHimQ5+9IdbpIU4EApP48xZnD5ORD1jb1+SRSQicOzqALtX5vBqTVcMRzwcEegeddIyaCcQEjsh2UlGKrPNeAMhGvttpMbraOizIQOW5CbO2F1uHrDh9ockH9CIIPDsyfZZuXXXX5OX964OxggNxxxeGvps3F6VybDdQ0OvdZoLx2Jgc/l560IPD6wXPZ73ry9kdMLL5W4LTp+Y+pmXbKQqN/GmCsz5AiNmQu+4i0td44TDkTm9yYEZ44zd/iCvnetm14rsBTuxzIc3zndx+5KsBTmuDFjdXO62zEitmAvdo05qO0ZJ0GvYWpkxZ7F6/NogZVkJ0qYQRGrUJPVlPlicPk43DxOKCKwvSZ13vTrTMkxavG7aVGoxONU0RH5q3KIKkEkxXdvQBIkGDZsqMqadhycaBlmenxSzERiwuDnbOoLZoGZrVeaH4pBHBIE3zncveMJ1I0bsHo5c7o8R8YIoTNOqFFTlzC1ansSkO0rvuIsBq5tQOMKPDzWytzqXwmhK30IqJ28gzC/fa+apnZXTNgwyGWhVSsn6LxiK8LfP1/K57eUUZ8SLASCBsKTfcXqD/NeJVh7eWERGtKOrVSn4xkt1fGFHBTKZjOQ4LdWFyRy90s/ulbmcaBTDfLaUZ5AYp+HApb5pa0QgFKa2fYy/f6mOJ7aUcNeqmdMZO0ccWJy+mOnJm7Xd7K3OjSn0L3db6Le42FudS+eIkwsdo+xbG+tK9H9NMEdhYSG1tbUkJcVaotjtdqqrq+ns7Fz80X6MjwSdIw4udY2jVsrZUJq+oG4WiDfJ6sLpgpUUk4571uTNyKtaDELhCK+f72ZpXuKCom+nQhHtCK4sSCYQClPXMU5N6whatZJ1JakzXsgmnSrG3xfEdJ1B68xd4RuRlWigrmMMhycwrZMnCKI37bYlmdO6S1U5ichkMg5f7mPn8lhVfE3LCOtL5h4L5qeKiudnPmijd9wlxpRGk6+W5CSyYm1STEGoUsoJhiKUZiZIo9pB63W3gMvdFv797av8+b7lM3bVDBolbn8Qg0bFyISXlgE7T//RNt67OhCjRj58uY//85VtNPRZudg1xor8ZFHUFi1kh+0eTjYNkaCPDU85cKmX26oyUCnklGTExwgBFXIZRekmqcCe5K6ebBri3966AoihDPetnV24Iyr/x2NGfHKZjL3VObxd1ztjsegNhDh8uR+9WskD6wtiFvbJTQOIQsSzLSN4/KGbOu8nfbSf2FqMQi6PdukFUuN10oZJEAR6x128d3UAfzCMXEb0s4xfmGXVAnsbAxY3dZ1jhMIRcpKN3HXDDW0mhCMiv/HG4zBoVDy+pZi3arspyUyIEXbeDFoH7aTG6xdUDIN4bQ7bPVzsHJ9xzZqKyfOjc8RBXkrcgqZdwXCEMaeX282xm2mdWok3EJYmLnMhKU7LvWvyCUci1LSOcqZlJNqYmB6G4fYHGbZ5JNrWzWIm3+jZ4PQGOdk0hNsfZHle0pzBN0adGPAztSDOSjLw4IZCxh0+3rrQg1alYNuSzJuKh+7+kLHQaQnXRbybytLITYnDFwzTMeyYNWlxbMJL77iLYbsnxr4s0aghL9nI0txErC4/Jp2aYbuHLRUZC+bqv3G+i+9/dhPtw45pm7aIIOALhPEGQrh9QZ45KXrS29x+kowatGplNDpadHK60DHGl3ZXYdQoua0qE19QfGxushFfMExZVkJMIIhGpWDn8hzCkQiv1HTxn8eauWd13jS6gkop52y002v3+DnVNCT+h0xGRoKeonQTiUYNdR1j0zrsy/KSuNxjifm9y/OTCIUj7P7mu3x6W9mCRaG/C1j0Gdvd3U04PJ0r5/f7GRgYuCUH9TFuHt5AKJogFqAgNY771y3MT/FGzLbIm3RqiVd19+q8RYt47G6xS3bPHI+N06lnLD5vhFqpkOy5PP4Q59pGsLn8xOnUrC9Nk8ZuMplMqhUc3gDv1PWysiBJCilYCHatyOHN2m4eumFRfbuul7XFKbOO5CuzzciAQ/V9MVZRFpdvzg2KwxugvsuC1eXj1x+0AeJCs7c6d9ZuljrqgTwVmYkGMsx6zreP8vLZDjyBEEM2D2/UivSTzEQDpZkJxOvVrCxI5mKnaK83OuHl8a0lyGUytlZmcLC+jz0rc/EGRN/WDLOeDLNe7Cp1W3jhdAe/fK8Zf0jkIO9fVxBTPIWjYQqTYqPqqDq5LDNhxlGrTCYjM9FAXecY//bpDTT02UhL0PP6uS6UCjmrClOmmfOfahqekS+caNSSadZztdcq2dqFIwInGsTuyc7l2THdJBBvVsEbrN52rsjm8OU+ide3UNR1jDHu9MX4aC/JTaShz8qyKSmAopfsdQvEcCRC6+AEb9eJtBKNSkFVjpncZOOM12eiUYvF6ZtxUzhk83ChY5RgKEJmooHdK3MWNeWp6xhn1SyceLlMxr61BZxuHhb55ouIcJ2KSarE1A3NQrCqMIV36noYsOpmpEUFQmFONYmertUFydOu4blw/Nog26pmngwtzUvkWq911iTHG6GQyyXaxWQAg0ohZ0tFurQWHrjYF+Mic7OQy2RkmPUMWNyzhli0DNq50mPBqFWxtTJjWtLhTIjTiqmIMyHZpGX/ugIcngCHL/cDsK0qc1F0oMZ+26KFhDdCo1Lw6KYijlzpZ8juYcjmYdeKHAYsbnrGnYw5rgfkyBCpCrnJRqoLU2alfZxsGpI21M+fauf+BdAmesddxBs0lGYm4PKFqOsciykc5TIZeo0SjUrO4cv9PLmtjMocMyvzkzjZNMyuG3zpe8ZcPLihkOYBG4fq+6LCXIGHNxaxY3k2zQN2noumrgpAfdc4XdEpYqpJx8MbRTHf1OZGIBTmlZouPr+jglVFKYQjAhvK0kmN1xGJOg419Nn41fvNDFo9qFUKlHJxbc5NNpKXYuRi1zhLoml/fRY3MsQGwpriFEYnvLxS00mqScf6srTfacs1WERB/Oabb0pfHzp0iPj46+OccDjMsWPHyM/Pv+kD+fa3v83Xv/51vvrVr/K9730PgC984QscPXqUwcFBjEYjGzdu5J//+Z8pLy+f9Xk+/elP8/TTT8d8b9euXRw8eFD6t9Vq5Y/+6I946623kMvlPPDAA/z7v/87RuPvNr9lNgjRNKCrvVa0KgWbytNvWm0+5vCSPI+QQ6tS8NiWYl4608ltVZkxo8S50Dpo53KPaCM0V0eqMsdMQ59tmhftXNBrlFIs7oQnwJmWYVy+IMlxWtZF+Uxi4IObB9YXLJryoVEpKEgz0Txgk2zGDl/uoywzntx5FN0V2WZksutFscXpI9EY+/mEIxGaB+y0D00QEcSQksmgBbVSgdsfZENZGgfr+wC4rXJ6l0KlVBC4QancO+7iVNMQa4tTeXxLCRvL0jh4qY8H1hcjIHaQ6zrGcHgDRAT46eFG9q8rYOfybMkuLjvJyMiEl4ud4wxY3dy5LJtgOELb0AQdww4ikQhatfh+hsIRUkzaaZ3Esy0j04Qy25Zk8v61gRmjkt0+UZG9c0UOqfE6OoYdLM1NZHVRCsFwhLqOMc61j6JSyFlTlEKCUcOowzsjJx5EZ4KXz3aSnxJHx/AELYN2bqvMnNWl4Eq3JaZYBbEbGqdVLYqTfORyPwkG9TTf3OJ0E6+d7572O6ZCIZdTkW2W4sx9wbDYle8cB0TRz/L8JEmUV5opJtZNFsQjdg+1HWMEgmHSzXp2rVhcETwVfRbXnIIlEG252oYmePlsJ/evy190vO+7F3vnpBDNhb3Voshu//oCqTNpd/v5oHEIQRDYXJGxaIGaOKYOzLpxLc2I59VzXQsuiKdi0tbOFwhxsmkYu8fPkM1DRZY5Rr/xYbCxLJ1XazpjNgC+QIhTzcPY3H5KMxIW5PAyFUatioGol/psMOnV7FuTjzcQ4v1rg3gDIW6rzFzQhHJqwM/NIhwR6BlzEokI/NtbV7C7xebCnuocitPj2VCatqjXbHf7MWpV0j3roY1FvHC6g0eiXr4zQRAETjYO8XjU3q26MJl3L/YyYHXHbNpEx4oOqUEkQ/RCfjTJwKH6fgwaJVsrM7C5/ZgNYnFcnmVGo1Tw2rkujFoV60pS8fhDeAMh9GoFX/nFKQC+++RG7lubj0wm441aMUlvwhPgwKU+9lbnSs2p+9YWIAgCcVoVty/JjLGyc/uC9FtcfHJrKb5gGJ1aweaKDAatbhr7bQzZPPznsWZaB+08vqVEopt1jjjYv66QtiG7lJL3bl0PYQHWFt98oMpHjQVziOXRxU3stsU+RKVSkZ+fz7/+679y9913L/ogamtrefjhhzGZTGzbtk0qiH/2s59RXl5Obm4uVquVv/u7v6O+vp6uri4UiplPxE9/+tOMjIzwq1/9SvqeRqPBbL4+ytuzZw9DQ0P89Kc/JRgM8uSTT7JmzRqeffbZBR/z7wKH2O0LcqpZLPxKMuJZmpv4oRW/Ry73x3RX54IgCLx+vptleYnz8t2ONwwiA26bI71n6vO+Wds9K494MRid8PLL95p5/9og60pSWV2Ugkopx6RTY9KrMelUmHRq4nSqBdm7PXeqnYc3FnGqaYhEo2ZRN8PmATvdow7CEYE7lmYx4QlwuduCxx9CIZdRniU6bEzt6D9/ShSIdYw48AfDLMtLwhcMczKqiF9XnCoV5J0jDtz+EEtzE3H7ghyq7yPFpGNzRbq4KEa52UM2D+fbR2MoBL5AiJfPdqLXqihIjUMhlzFk8+Cfomz+4cEGAL60uwqlXPT/LUo3oZDLaeizIghi5/NS17jEuZ4s1l462zHjKPbN2m5uX5IZY1PVb3HxQeMQD6y/7vE57vBxtdcibXom4Q+GOd82yjdfucj96wrIStTPmrRkdfl57lQ7X9pVOe+59UpUQHojwhGBl850zJsgF45EeLWmi1VFKbPG6b52rot9c1BA5oPDE+Byj4Vxhw8BSDFpOX5tkOrCZPzBMKnxOtYUpy5YzDXX76lpG5lG+5kNNpeft+tE15iF2o+1DNqxufwLdheYCb5AiFdquthSkc759jFMehVbKzJu2oXi3Yu9bCpPn5O+cai+j41lH95+rGXQzh//52nuW5tPTrJx3ghqmUyGUavEqFURp1OJrjfRP1PXsQ8ahyhONxEKR6jtGEOtFLvUM4kHFwKHN8CF9rFF2XAGQuJ6ZXX52VCWNiuvORiOcHABqXw3YsIToKnfxrDdg4zrk5bSzHgO1fdFA1jUjNi9CIJAZU4iZZnxC75Xvn6+iz0rYydzkxv2x7YUz7jx+6BxiPwUY0yzRBAEnjvVzv3rxE2byyem3D2w4Xq3+UZRYPeokzMtw3gDYXavzBFTFV1+rC4fXaNOXj/fzd2rcimNegDnphh5paZTCmwSeeSGGP1DXccYl7rGidOpJZpY66CdUESgMtuMLxjmr35Tw9LcJJblJbKmOJV36nrYuSKHuo4xdGoly/OTJK/75DgNWpWSMaeXu1floVMro3qDfEbsHlqHJiT9Tjgi0iV/dqSJQ39716I+5w+DW84hjkQ5ZAUFBdTW1pKcfGtM0V0uF0888QQ///nP+eY3vxnzf5///Oelr/Pz8/nmN7/J8uXL6e7upqho9rGXRqMhPX1mDlZTUxMHDx6ktraW1atXA/D973+fvXv38p3vfIfMzJsb9/22IAgCjf02mvrtGLVKNpbfGs/LSSxG4SuTybh/nSgQcvtDM3a7guEIr5/rYkVB8oKDDW6Fjc+w3cO5tlHC4Qj3ryugMM2EIIgUhtwUIw5PEIdXVP73jLlwegOEozehqZGtk18r5DLitCqS47Ts/cd3+dTtpSSbtFzpsRAMRwiHBUJh0eNW/DtCKPq9qWjos3G8YRCry09RuonNFemzjt4udIhOD0qFnLLMBF4628GyvCS0KgU7lmcTEcSY43Pto5Skx5MUp8UfDPPe1QEc3gB7qnNn5PFlmPWUZSZI422L08eBi708sEF0C5j0Gp78PJ3eIEcu9/HopiJCEZH3tqIgNtq1oc/GQ1F+2cqCZJblJfLe1UE8gRDZSYZZuaW7VuTw5oVuqViu6xhj1OGdxnFONmmxOP3THh+KROgZc/L0H23j/WuDs95MO0cc1LaP8vkdFeSlxPHimQ5ykoysLZnO43R6g7OOjyc3Lg191lkFOpNxrrP5ck6iLCuBlgG71AFeLEx6NVsqMnD7g9S0jHCt18qp5mGW5Sexb23BLVP9n2mZmYoyG8xGDY9sKuK1c12sK0mbVwgcCIW52Dl+01zDyc5537iLt+t6+K8TrfzlfSsW5exwIzz+EMFQeF4u88aydE43D91UIuIkzrWJ3PRDf3sXz59qZ+fy7Hm7pOFIBLcvhNMXjHqie2n3OXD7gtI6BuK5/I+vXGRvdS5P7az80Jsjg0aF2x9a1GPUSgXbl2VHg0yGOd08wqrC5Gn2XM0D9jlDfkB83Z0jTtqGJiTNQpxOTUW2mXUlqTFrRigcISKIlpTPnGyPriniWvXauS4UUVH2XEmkbl8QpUI+7X0zaFXcvTqPF8908sgNqZJObxCryyd5VE9CFnVGeaWmi90rczhwqW+aDVtynI5xh4/UeB0Wp4+WQTsqpZynj7cSjkTYVJ5ObrKRZflJBC/389CGQkozExiZ8NBvcWHUqkjQawiGI5RkxHP4ch9HrwzwxV2VEne4dXCCI1f6eWpnJW/X9ZBi0jHu9JEWr+ON812EBdGOsyDVxIQnIN3XVAo560vTePdiLx3DEyjkMsn2bdDqZm1JHm/X9VCcHo8giC5HU1P73L4QR6/2kxav50u7Kuf8nP+7sOitc1dX1y09gC9/+cvcdddd3HnnndMK4qlwu9386le/oqCggJycuTsVx48fJzU1FbPZzB133ME3v/lNSQR49uxZEhISpGIY4M4770Qul3Pu3Dnuv//+GZ/T7/fj91+/ITscjsW8zA8N0evUSmlmPJXZZh5YX3DL/R/DkVh7q4Vi14ocTjYNcbZlJIbmYHX5eKeud06+8GxYTJjGJLyBEGdbRrC5/aTF69gT5Um6fUF6x1zsWJ7N8YZB+iwuti3JWrDIEMTF1eUL0jY0AYDbH0KtVKBSyFEqZCjlcpSTXyvkKOXi3wq5TPqcwhEBhzfIQxsKSTZpGbKJi85MBbEvEKJr1BHTVU0yahl3XOcey2Uy1pemsZ40WgftfO7HJwD48u4qNpWnx6h6fYFQzKJenpXAhMfPv79zlQyznse2lEgFVHXUX3JFfhLHrg4QCIXZuyqP3jEn4YhAeVZClDfczvL8JPQaFdlRnqLd7WfA6qbf4sYXDDPu8PGjgw18aVcl7cMOZIhilYyoJZtBoyInyUj70AStQxOkJejYM0txkWnWi9Gx0RvYkM3D+9cGeGijOLpcU5TC6ebhGHssgNPNw/gCIR7ZVMwbtd2sKEhmRUEyveMuXjvXRZxOxW2V1zuJZ1qG5xQ1rShI5vlT7VRkT/fFHrZ7OHZlgIc3zj5OnfoZvHG++6YK4nAkwqUuCz1jTnRqJRvL0qjMSWRlQTKFaSZeON3O+tK0WbvTi4HbH1oQv3Qq1EoFD28s4uiVAcYc3jn9kd+p6+WuRbhEhCMRWgYnaBuaQBAE1EqRW11dkIxOrWRLRQYef4jDl/sIhiKsLEimYJHvw0w+4DMhTqfC5QstSFx3Iya9WVPjdZKeYW91Lgcu9s47wVDI5eKEa46CfdIz90u7q6jISuBQfR+haKFUlZt4U5OJDxMTrpDL2FyRIYkbXzjdQUV2gjTZ7BiemOY8YHX5aO63M+rwRp9DTkFqHNuXZs17fZ1vG5WK5F0rsjl4qZe7VuWxNDeRpbmJEvWqpnUEnVrJhtK0GIsyiHq/zzLVTDBouGNJptjlnXI/Plg/c5c7EhUKO7wBHv/eMZ7aWcnBS33S/8tk0Nhn4+9evMAXdlaSaNSwuTwdXzBMikmHUi7D4vRTlSNak+YkGVhXkkrzgJ17VuXx+vlu/uHlixSnm1AqZBSkmijJiGfbkixsLj87lmfT1G9Dq1awJNfM7VWZqKLUi58fbSLRqOEP76xgY3k6KoWcvdW5jDm8fPu1S5xsGpasPDuHHRys7+MP76zgao+VJbmJXOgYY1VRCsXp8fzVb86Jn5VCjgxxU3HPtw7y5d1VUhLn77UP8X/8x3/w+c9/Hq1Wy3/8x3/M+bN//Md/vOBf/vzzz3Px4kVqa2tn/Zkf/ehHfO1rX8PtdlNWVsaRI0dQq2dfBHbv3s3+/fspKCigo6ODv/7rv2bPnj2cPXsWhULB8PAwqamxi7NSqSQxMZHh4eFZn/db3/oW3/jGNxb82j4KhCMR5DIZySbtR2aGP5Op9kKwpSKDi53jHLvSz/Zl2TQP2GiIpqUtlksIIk+qedAeE4YwEyKCaMPWMeyYdVFrG56gOOpecHtVJh3DDlEYsa5gwR0TpUJOvF5N6+AEB/5mLw29VjqGJxbcGRIEgVdqOtkdjb6c9Co90zzCyaYhluUlxnRHDlzqY+8Nz725In2abY4vGOaDqLXO49EOW4ZZT8uAnTOu6xu4/zreSnGGCX/oesfa7Qvy7sVe7lubzzt1PTG/64cHG1hbnMIf7V0q0R6CYZFTLJPJWFEgdnh+9V4zb9eJzzHu8GHSq8lONEhJe6/UdPI3D1ZTELWAikSTjoZsHs40j+AJhLC7/fyvk+3sXpGDSaeib9xFZqJ+2nmztiSVt+tEztvVXivdo46YTnJxRjxNAzasLh+JRi3hiMAb57soy0qgKlokK+UyguEIKoVc4nFOeAIcudJPOCKwpSJjQVOSzRXpnGwciqEANfXbaB2089g8CYGTkMtkCLCoYqpzxEF9twUZYid+ajjE+fY+NpWlY9CqeGxzMWdaRqiPWpLdrE9w54jjpqweQeyI7VieTX33+KzBPs0DNjIT9XMWdoIgWvI19tsIhiMo5DJKMhK4e1XutHPEFwxLNlb3rM4nEi2+6jo7MRvU4kZxnk22wxtALpdNE1rOhrKsBFoGJyjPSljQz8N1Ss3qopSYYt2kV5NsEjnzk44rN4OIIPDSmU6JkvNB4xD3rsmX9CaTnu4r8pMWvVn4sJDJZKwqSmFVUQqN/TZePNNJXoqRQEgUkXYMT0iTtQSDhopsMxvKFsf7BRi0edgYve5TTDridGo6RxzSJnGy4wlIUxa7J0CiUcP6KM84FI7MeR6kJehZW5zC23U93LM6n+YBO/kpcdL1Nmmr6PYHkQGFaSY2l6dTlpnAmMMr+aVDVMgbFsgwG4jTipt0mUzGubZRKTm0ecDGY989SnG6iQ1l6fSMu/jRwQYe2VTEPavzUKsUrMhPoqZ1hHGHj4I0E8vyEjnVNMyzJ9swRJ/3Wq+Vrz9zng1laWyKekh7AyGW5Cbyy2PNvFHbTfeoeO2vLEimfdhBMBTB5gti0Cr5u4dXk5NswOEN8q1XL3KyaRi3L8i6klQ+d2c5WWYDZqOG8qwEXqkRg0L8oTBv1/Wy7iNOuPwwWFBB/N3vfpcnnngCrVbLd7/73Vl/TiaTLbgg7uvr46tf/SpHjhyZM/L5iSeeYMeOHQwNDfGd73yHhx9+mNOnT8/6mEcffVT6eunSpSxbtoyioiKOHz/O9u3bF3RsM+HrX/86f/Znfyb92+FwzNupvpXISTZSlZNIZqJeVEw7fVQXJn8or8ob0TJo5+4PoXCuLkzmao+FXf/wDvevK+DhjTcf4pGbYuTyBcusBfGA1c2F9lHCEYFleUnsXzd7x7xv3MXSKR2oonQTaQk6XjrbyR1LMhecXPR+NLFNLpOxNC8Jg1bFKzWdC3LyeLuul/WlaSSbtGQnGekfd5GbEseWSrFjcq3XyktnOshKMpBq0pGWoJu2EKuVCgRBIBiOMOEOcKp5CJlMxtaKDMxGDa+f72LfmnyePy3GaE5SacTkMQd6jZKdy7MlGsVLZzt44y938eq5Lu5clo1eo8ThCfDOxV72ryugKsdMTesI4YggWY3p1cpoYSJg1Cp5dHMxWUlGTDoVgVCELRUZKOQyPP4Qr0QFPTLg2NUBspOMyGUykuK0JMVpqcwxc/zaIAq5jE/eVko4EqEgzcSw3UN9t4XIlE5UklFDbkocobDAsSv96KIFz43YszKXF890cHe0Y3Kjp2ZSnOjEMFUUF69Xc8/qfAasbh7/3jFA3ABplHJyU+LISzFO6+JnJxk51zaKLxhGq1JwulnsoCyW916UZqJj2DHnRtTi9FHTOoI/GCY/1cS+Nfkz0iE8/pB0zshkMjaVp+P0BnmrtpvijHhJpLkY1HdbFu1tfCNW5CeTatJNC/EIhMJc6rLMSJUYtnm40ivy62VAXkocOxZAJbgR8mi64uqiFGwuP0evDoiUn1kStQCOXRlgz8qFr+1Lcsy8eq5rwQWxN8rX31s9s9/rxrI0nj3ZTn6q8aaaCZNWkDuWZ0trgMcfigbcyCRbxnBEoL57nIs1naiVctaVpC0oNfFW9GIigkD/uItBqxutSs6zJ9tpGbSztzqXJ7eVfeigmmGbh7SE2NeypSKd5061k51kmHYeGTQqiWNrcfp4/9og//7OVR7ZWMSbtd0oFXL0GiWG6GZLr1Zi0KrQa5RkJYm2Z4fq++gbd1GZY+a1c+IkPcWknabJeaO2m7tX5THh8fPcyXYejLo/CIIYP/8Ht5cyYHXzzMl29qzMYcITQKdWcLJxiFGHF2vUSSkvxUhFtplIRMCkU/E3z9aiVsqRy8TX8HZdL3+8dwlH7B4O1vfROjjB57aXc6XHyis1nTQP2NlSmcFnfnScvdW5DFrdPH28la/fvxJfMEQgJN5nzraO8Bf7ltPUb+fFMx1sLEujb9zF+XYx0nlPdS4lGQmoFDKeO9VOaWYC5dkJvH6+m6NX+rlndT53LsviXNso25dm8bMjTbzxW/YhXigWVBBPpUncKspEXV0do6OjVFdXS98Lh8N88MEH/OAHP8Dv96NQKIiPjyc+Pp6SkhLWr1+P2Wzmtdde47HHHlvQ7yksLCQ5OZn29na2b99Oeno6o6OjMT8TCoWwWq2z8o5B5CVrNDfn3HAroVYquGNpljR2eulMB/mp18MEPgwiEeGmFmAQvU3PtY+ilMu4b20+m8rTaei1YXP7ERD5uCD6d2Ynibnmcy168kkl1BS4/UHONI9IyWl7b4ibXszrMmpVPLGlmAOX+ui3uOdV0I9OePGHwjEWRoVpJgwaJc+fauehjUWzHst7VwcoyYiXkqPKMuM50zIiCS5k0QK7LCuBZ0+2840X63hyWxnjjm5ufBu6Rp3c/U8H+It9y9lbnTttYZfJZDywvoDnT3VI6X/vXRVH+ElGDS+e6eThTUV0DE9QmGZCq1ayf10BL9d0UZAax5jDywPrC7A6/XSPObl3TT6BkLjY/+CAKKr7P1/ZJjmLtA7aKc2IZ0luImMOL8+famdlYTJ1HWM8FF3ogRhxHlwXi9xeJW5I3qztZvuyLF45KwZ2TLUnmjTJ7xxx8POjTQB86vZSLE7fjNa7Na2jPH28lX//zKZpbh4pJh1jjtiCuHvUSW37KMkmLT/9wlYsLh+rClPwBUL0jrvETrb/utWUQasiPyWO26syOVzfh0wGBakmluQuzPR/KpbkJvL2he5pxZkvGKamdQSL04fZoOGOpVlz+rrONsaO04nxs9d6rbxwup1dK3IWTF8KhSMoZNwSLnJmooH71hbw8tlOdi7PJjVeJ1Ilohtwu9tPfbcFu1ucaqTF66Vu962C2ajh7lV54lSp28LLZzuJ14td48kNn9XlQ69RLoqqJZPJ0KoUeAOheb13LU4f717s5cENhbP+rEwmY/fKHA7V9y86cATgYH0fq4tSYorblQVJXOoaj7muFHIZqwpTWFWYIolTTzYNERdNkpxNm7JYxoQgCIzYxQQ2m8snvcasJAPrStLQqOS4/SEe3VREnE7FyaYh/MEwq4tTbzptr6ZtZFpoikwm465VedGp2OwbV5VCjtXl598+vYHecRd7VuYSDIu2keKfKG97wovHH8LtD+HyBaVY+v2RAtYUp1KRnTDjZzzJr000atm/vpAXT3ewb20+DX1W1kXvQ1mJBnatyOY7b17mYuc4w3YP+9cVsKVS9HG/d00+Na0j7Pv2QdIT9OxZmcOow8uaohRkiOvHf3x2E7842sSK/GS+tKuKMYeP3jEnXSMOPr2tjB8faiAYiqCUyzDpVFxz+Xl8czHfeu0Sn91ezsFLfVRkmylMMzFk8/Dzo018bns5vzjWzCMbi4gIonf9Xz9znuwkA/euzuNk0zBdo04yEvT0j7s43TJCZqIBlULODw828GZtN0/tqpIodr9rWDSH+O///u/58z//c/T6WNshr9fLv/zLv/A//+f/XNDzbN++natXr8Z878knn6S8vJy//Mu/nNFFQhAEBEGI4fLOh/7+fiwWCxkZ4gh3w4YN2O126urqWLVqFQDvvfcekUiEdevWLfh5/7sxdezUMezg5bOdJMVp2VyRflO2NW5fcNGBA6FwhHNtowzZPGQlGtgXTbGyu/1c6Bib1U5rwCoGAzi914sMATFAIytRLJYNWhVyuRhZLI7Hneg1IiVisXzk2dZvmUzG3upcrvZYZkzhkh4vCBy53D+js0Bagp67VuWJO/0N08NKalpHiDeoY7pHBq0KT+C6MMXhCXCicZBQWGDH8mwSDGpc3iB3r46NIA2GIzx3sp291blYnD4a+mxS12/Y7pFugGqlgvvW5vPK2U7uWJpFMByRhCMPbCjgf792id5xFw9tLOKN810gk/HrE2Kc8Bd3VXLs6gAl6fE09tkYnfASEQQ2l4vXz56VuRy50s+VHhl3LhM5aXevziMYjtA75kKnUfKnvzrDp24v5UzzMOtKUjFoVWhUCvzBMAJw8FIvSXFaie4QjkTEEbVGxQPrC3jhdEeM2EQmk6FRKWgesPPsn2zn6JUBNCo5SUbttFFqbfso96zO4zZvBr5ASBTPyEWKR15KHKnxOmrbxQ1xQ5+Vhj4beSlGHtggTjN6x5zSe65VK2NCTibh8gXpGXPymw/aePdiL8vzk4gIYhQ3iLSMeL2aBING+tuoVc64YVXIZVIYwNRIao1KwbqS1AWnvw1aPXOKg5bkJkqq+zidWhrHzoXa9jFW38Lxpl6jFEM8LvTQN+5CEASOXRlAJhO79Mvzk27a/QBEqkPcAgpoeZTys6IgWYwVbxjE4xfHxdd6rdy7Jm/e57gRm8rTOdU0PGdUe9eIQ/JZnm+TkRSnRatS0G9xLSpt7oPGIXKSjNNoLkXp8bx0piOmIJ4KjUohWRY6vAFqWkdweYOkmHSsLVmcU4nV5aN1cIIRu0f6XlqCnqoc84wd8VfPdXH36jzitCpJ0BuOCNS2j3KubYTsxJnFr7MhFI4gCMzYoIjXq8lKNMSEAk3F1V4rrYN2Ho6msXaNOpnwBIjXq6U/Mz2mud/GF3ZUkJVkIBwRSDRqONEwiC/aCEg16ajMMUtBG5PQqkVf4J8daeTolQG+sqeKi9EIdrNRy8ayNJLjxNTYmtYRBODHhxqxuwMYdSrRRSLRQJxOzSdvKyUtXsd/HmuOvg9dXOmxsqE0jT/51RnuW5vPiN3L2dYRjDoVPWMu7G4/oYiA3R0gJ9nI3lW5/MHtpchkMinIZHJTNnk/F72Q7ZxvH6Vj2MH60jTS4nX86FAjafE67liSxTejQs6fPbWVDxqHMOlU/OPjaznbMsxLZzo41zb6+9shnopvfOMbPPXUU9MKYo/Hwze+8Y0FF8RxcXEsWbIk5nsGg4GkpCSWLFlCZ2cnL7zwAjt37iQlJYX+/n6+/e1vo9Pp2Lt3r/SY8vJyvvWtb3H//ffjcrn4xje+wQMPPEB6ejodHR187Wtfo7i4mF27dgFQUVHB7t27+cM//EN+8pOfEAwG+cpXvsKjjz76O+8wMRsmE77GHWL3QSGXc1tVxqLcJ+q7LazIX5iF2OiEl7Mtw0QEWFeSOk3ElGDQMOEJzPhYg1Y1Y5EBYmE4YBVjQF2+ID8+1MgPDjTw5LYy9q3Nv6nkI7cvOK+B+tK8JDITDTx7sp27V+VN4yAfbxhka2XGrAtyvF7NwxsLefFMJ/euuS4gvBp1oJjNSmow+loNGiV3LhOpDOfaRlhTlIpKKeetCz3SuFoQRLuv+9bm8/61AfatLaCp38azJ9tYX5pGx7BDEjT6AiGxox0M88n/eI/Pbi+XgjgE4PRkKpE7II2G5dFO9O1VmbQM2vnx4Uau9Vr59LYy4vVq/MEwEUGkEmxfmkXr4AT/8FIdZ1tHCAugUshYnpdEdWEyChnsW1uAzeXnVLPILfMEwvzNc+dZW5zK7pW5MSNEi9MveV8btCr2R4viRzaJRfGkDdukUE2tlLNvTT6dIw6eO9XOzuU5JMVpOFjfR3qCnh3Ls3njvOgPu6IgmVA4wqWuceo6xlDIZfzoUCPjTh+V2eZp6VURgXnpL73jLq712ritMoOcJANhQWBzebp0sw+GIzg8AezuAKMOL21DE7j9wVk7a8+fbucnhxv5ws5KluUmzkn/mQ3X+qwSb3s2qJUK7lmdT++4i2dPtnP7ksw5i+hBm3tRXuCzweMP0TE8QfeYi0gkgicQ5q0LPexYnk28Xs3GsrSbtkabip4x17S4+fkQr1eztzqXjmEHv3yvmQsdY8jlMorSTFTlmBdkxQhzr3kAl7rGGZ0QOaML/Wy3RT1hF8pJv9gpppLONqlIMekYnfDOS4sw6dSSxd6ktVYwFJaivafC6Q3SOmSn3+KWWsdmo5bSjPhprg8z4WqPhbwUo3SvWpEvdrJXFiRLguF+y8whJrPhXFRMNxvWFKfywukOClPjpPMuHBF4p66HDLM+xm5x5/LsaNz6dAvGYDjC2xd6yEk28lCUWrGuJE3k7zp9MfqS0aiP+z+/Xk+iUUMgquWQyUS6hjfq3OELhLmtKjPGrvJP7l7GcyfbeGxLCbXto5RkxOMPhdFHlBSnx7OxLI366MTj9qpM9lTn8IujzdLU0xcMszw/iTidaD33ia0l/OxIE49tLqZjeIKX/seORVFUZDIZFdlmfvKFrbQO2nnv2iDvXR3gkU1F+INhqnLNqBRyJjwBrvZa+U00WGpTWZp07/ldxaJXodkEIJcvXyYxcfEjw9mg1Wo5efIk3/ve97DZbKSlpbF161bOnDkTI4praWlhYkJU/isUCq5cucLTTz+N3W4nMzOTnTt38g//8A8xdIdnnnmGr3zlK2zfvl0K5phPLPj7gGSTlvvWFuANhDjRMIjbH2JDadqCOLKjE95phe1URASBuo4xusecpJh07JlhXD8VqfE6Ruwe0hYYYABIqmmDRsnJpmGe/so2jjcMsqUyg+MNg/gCYRRyGWVZCRSnxy+oYzBVUDcXJjuWb17ooSwzXrLUGnN48QXD5MwzutOqxe7XS2c7ua0yA28gzGA0ISkUjjBs99BvcTPm8BIR4EcHG1iam8if37s8Jhxi0OqRFOdFaSbJueP1893csSRLWrgEQaAi20x5VgKvne/mp4cb2b0ih8J0E1qVgqxEA/6Q6F2pkMuI16nZUpnBkct9/OyprdS2j7GnOodXznbxzMk2/uC2UuRyGQ/96xH+5sFqNpen8+S2Mika9EeHGqlpHcHtC5Jo1BCv16BUTLU4EgiEIgTDEZQKOb5gmD6LS4wglst45oNWIgJsKEvn2FVRWb8kJxGTXs3IDTdpo1bFvrX5vHC6g/KsBMYcvhjxXE6ykT6Lm6L0ePJT43j1XBe/ONrMv/zBeskqrjgjnvbhCcoyE1AqxICLMYcPq1Mc2SrkshnHdhFBQD7LeXW1x0Jjv53K7AQe2VREU7+NsqwEyrPMPHeyjf3ROHOVQi7xpOdCIBTm8OV+tlRk4A2ERCcT/8wpYPPBG1h4pHRuspHHthRz/Nogl7rG2b0iZ1rhZ3f7FxyffONxtA876B51SladWrWS4nQTe1aKv+eF0+1S9Pfy/CSJ11uWlcCSHPNNU7/6xl3cuWzh/rihcISzrSMM2z0UppqkmNmqHDMdww7eudhLOCKQoFdTXZg8byFWkBoXI9qaxPvXBtCpldPCWeaDTCbjjqVZHLsyMGfnGUTqktXlm9MZY2N52rx0gRuRGq/jntVix7xrxMFvTrTx7Kl27O4A8XqV2OCI8tMXqxdx+4M0D9hjgkMqss08f6qdZXlJ0vqenWQkO8mINxDiVDTEZFleEmUzNFVA3MjNdS8DuHt1Lm/V9fDQhiLGHF4OXepj98rcac5DaqWCVJOO3nFXDH2jZ8zJyaZh7l6VO+28WF+axsnGIS53W1ge3UCkxutIN+v52wer8QbC5KfGSTakNa0j7FtbwNK8JO5enSd5Nhenm6IULy9ZSQb2/uO7PLShkC/uquQnhxq5fUkm717sxekN8rk7y8lLMfKvb14hGI7wya0l0r33Wp+Ny90WNpSmMTLh5Uu7q/jE1pJbIswvzUygJCOe7UuzePdiL8FwhK//5jy5yUac3gDff/ca1YXJWJ3+3/liGBYRzGE2iwvVpLHx1DczHA7jcrl46qmn+OEPf/iRHezvEn4XgjnmQzgS4WzLCEM2D5U55ll9UwVB4LXz3exfN32htLv9nGwaJhAKU70I+6JJ3uliTNaD4QgHLvYSr1ezNTrSvdZrRYApkbvRRLdhB5Go2Gt5ftKsyWFvXehmb/V0NfpcqGkdkSJ9nz3ZzqObi2csvsORCE5vEIc3iNMbiH4d4F/fvALAF3ZWopDLUMjFTPjsJAMp8TrkMhlvXehm14oczraMMOrwkpccx6qiFN6s7eb+KZ/Duxd7OXqlny/srJRuAGeahynOiMfi9HG110q8Xs3p5mFWFiRL47r24QnuXpVHbccYd6/KY8Tu4ckfHkcpl/HUrkpON49wqWucr961FKvTh1wuwxcQC//vvHkZEOkTPz7UyIbSNB7YUIjTG6BjWHR2eO18FxtL07nQMcq+tQWEIwLn2kb4xot1APzp3UspyUggJ9nAa+e6SDRqMWpVjDt93LNaPJ5rvVYc3iA/OdzI7pU5FKaZmPouH6rvo33Ywee2l5Mar2N5fhIJBo1USO6tzuWDhiEmPH7GHD6K0k3Y3KIAZVVhCmdbR1iel0Rd5xh6jWjHNRk2UpoZz3tXBwiGI1J3HqB9aAJ/KCxdK4IgUN9toW1ogiW5iTFj1lejgkqZTIYvEOKls50LclURBIGzrSMMWN3sXJ7DhNuP1eVnRUEyzQN2rvZYSDfr2ViWtqDzVhAE3qjtXnSkNIjj7cP1/SzPT4qxf3v3Yi+3V2XOWWRPLX7D0eJXp1ZSlGYiLzVuxpH1qaYh0hP0FGfEx4S1CIJAy+AEDX1WSf2/EIHXVLxR270gAaDV5eNU1EZqQ2matCE9fLmPTeXTfcHtbj91HWNMeIMo5DKqss0UpZumFRQRQeD1c13sj3YTI9GAoYps86zF20Jw8FIv1YUps74fkwLjhQg6X4vSExYToesLhjkX5bPH69X0WdwkGNSkJ+g/VJDKC6c72Lcmb9p0YMjmoWXAPmsEuCAIUWrDBElxGjaVX6cJDtk8dAxPzOubLQgCNa2j/ODgNe5bk8/+9YWzNlgEQZCoHJEofU6lkLNtSWbMOfDmDUKxY1f6yUw0UJFtZsTuoabtehjSG7XdrC5KweULMmh1s21JFo39NuQyyDAb+KBxkB8caKAgNY5P3V6GQi7jhTMdLMkxszw/ma8/c44v767C4Q2Slajn26/VkxqvozLbjEIu49jVAZJNWnKSjHxlT9WiaDe3Gs0DNkYnfDQP2AhHBB7ZVPShqFE3g1sezPG9730PQRD4zGc+wze+8Y2Y6Ga1Wk1+fj4bNmz4cEf9MW4pFHK55PvY0GfjpTMdZCYaWF+aFnPxD1jdZE/pIguCwLU+G80DNhL0Gu5cNregZyaolQoCociCLaWa+sVd7O6VsaKfJbmJvHC6XSqIFXI5VTmJUsHi9gW53G3hbHT3mZYgFk6TN7WFCAUFQcDjD+HwBpnwBFDIZQzbPez+5rtsqcjg3Ys90rh7qshNIZcRF025i9OqSEnTEadTYXH66Rt3IZeJv391YUqMGG/qezRp29U2NMHef3wXIKZDaXf7aeiz0dxvo3nALjk2NA/Y+fYn1vHQhkKOXhngz+5ZxuHL/exZmcvPjjSKCUImHRqlnDPNw/RZXDyxpYTEOA1JRi1VOWaykwwM2Ty8eKaDp3ZW8vTxVrZHE6jWlqRysXOcJ7aUUJxu4s+fPsuXdlVidfm5658O8KVdleg0CvQalXRDVijkfGKrGN95rc9KSryWF06Ljg81bSNUFyZzqWucpn4bFdlmguEIHzQOsWtFNklGLXcuy5I+t+5RJxqVgrEJL/5QhIpsMxc7x5nwBBAQI6b7xl3cszqP7CQjx670U10oWhMNWt38+ztXudAxxpPbynh4inF+x/AEt1VlolYq2L0yF1c00c+gUbFtSaakxBcEgbrOcTpHHCzPT5pGrQiGI6LP5hS+8d2r8nj5bBcPb5x9LN4x7OBc2wgbStMkr2Obyy995uVZCZRnJTBodfP6+W6M2liP5JnQZ3GTc5M3vESjlkc3F3OhY4yXz3aypzoHvVqJxx/bcfYGQnQMO+gecxIOX+/8FqWZ2L0yZ0EF1rDNg8sXlASEpRkJoigzMwGZTCa99kAozLlWUeCVaNSwoSz9pm3jJiEIAk0Ddhp6rZiNGnauyJn2nF5/aEZ6VYJBIzkQhMIRGvttvH6+GwFIj9exslD0P5bLRO9xfzCMTAYvnelk+7KsBcd8z4Ydy3N4/lQ7j28pnnZe2Vx+TjYO8cim2YOqpmJjWRpnmofnTQyddKDoiV6Ha6N89nAkwtt1vexbk0/b0ATPnmxjb/X0Lul8ONc2wrK8xBnP6wyznrOtI5KDy42QyWQsy0tiWV4S4w4xVEhADEk51zbC3avyCEcijDt8jDp8jE14cfqmT15CYfFnXL4gb9f1xAQxyRB51clxWlJMWkoyxA30oNXNHUuzFjR13b5M9D4ORUQR56Obi7C7/djdAXKTjXzmh8cB0Tf+zdpuIoLAjw818kd7l3DH0iwiEYENZekcru/jQucYf7RnKdf6rHz9mXN8cmsJoxNeXjrbyf98aBWPbynmWq+VAaubUDjCG3+1+0NfM7cK5VlmyrOYFlTyu4gFd4gnceLECTZu3IhKdevUv7+P+H3oEM+EAYubmraRmBvtuxd7uWNJJuGIwKnmYZzeIEtyxa7GhxmrXOu1olTI57Qj8vhDvHOxh/yUuFnN+xv7bQRDEWn8NBeGbR4u94h2TYFQhF++18yf37scb2DudCW9Rkm8Xk2cThROXOgY40L7KKuLU1ArFdy5LGtB3boLHWMYtUo0SgVDNg/rSlOpbR9jwOom0ahhY5mYnvXWhW7uWZ2P2x/k/WuDBEMR0hP0jDq8hMMR9q3NRyGX8+KZDrZWZHC118qO5dl4/KJQzBsIYTZqiNOpaOyzsaUig79+9jwAX71rKf/+zlW+sLOSnx5uBJDUwXetyuWdul7peB9YX8Cnt5XF0F9sLj89Y05OtwxzrdfGiN2D2x8SC9c4LZe7LXxxVxU9Y07+5Q2xm/yFnZUsyTFzqL6PpXlJdA47eOFMB5+5o4wEg4ZnPmjjfz4kilh/cOAaSXFatlRkcFtVBm9e6GHXihxejIrpvIEwBy/18fDGQt660MNtVZm8daGHRzcVYXX5ef/aIL98r5m1xSmSD6/V5ef50x18YWclCXo1lTlmLneL18yw3cOeqBfv6+e7Zuykjjm8HL82iD26ITJqVayaw9bwbMsIuSnGaRzc3jEn1/ps09wB7G4/Ry73k5NsnMatnBq5fSPsbj8nGodAELitKnPGwuPgJbGb+2F5uN5AiAMXe2nos1GYZiLeoJb8YHVqJYVpJvJn6fzOh1A4wgunO2L4sKI3dxcPbpjOz5zEuMPH2ajlXEV2ApXZM1MqBEHgzSmc+0n4g2FON4s2lRXZZqrmoGRMRpsvBsM2D5e6x/EFwmhUCnKSDHSNOrG7A+xfX7DoQJPZ0D3qpHfcFVNUTFobLtbrfbYYdUEQaB92cLXXilwGy/OmexS3DtoJhiNSQyIQCnPgUh8pJu2cYTZTYXf7Od4wOOdEw+kNcrxhYMETxmA4wi+ONvH6+W7uWZ1HfmpctJiNWlhqpota3zjfxa6Vubx+rmtaIwZELca408e4w8exqwMcvtzP53dUoNcoWZKTSHaSYdYOcUQQaB2coGXAxo8ONUobx0mRbYJBzdErA+I0qyiFsswErvRYCIQidAw7qMwWva2T47SMTHj55XvN7FieTaZZz9PHW3k8SiFz+YK8UdvNZ7eXo1EpuHd13keSUfD7jlveIZ7EbbfdJn3t8/kIBGKFBL+N4vBj3Dyykgw8kFQYE0bw7Ml2qSO0ueLWRUFXRf0YZyuIa9tH6RlzcVd13pyj2cpsMy+cbmdZXuK8F3u6WU8wHOF8+yhalXiTGJ0QrcQWWjAcvNRLUbqJJKOGksx4ZMh46UwnlTnmGeOpJ+EPhukacUicuLrOcYJhQRorjjt8UnrW23W9+IMRNCoF25ZkYtSqqOscY1VhMgaNiudOtrM0L4nsRAPpZj3n20dxeAK8WdvNgxuLOHCxlz0rc/j50SYOXOpjXUkaX9hRgTvqN2rUKonTqvhfD6+iZ8yFyxekujBZEnPcuUwUxn1+x/QITbNRg9moYcUU39rRCS+tg3b+/Z2r7FtbwPfevsLWykwe2ViEQatix7JsHvzOYQDWlaRh0Kp4amcl25dlca51lJEJLy5fULJP6xl3sSw/SercaFUK9q8v4F/fvMKEJ8Cjm4o41TTMDw82SO4yd/3TAb68u4oHNxSgVcnJMBtQKuRUFybzTl0P967JQ6OUc1tVJu9fG2BdSSoJBg0un+jFW5QeL3aBojZug1Y3gzaPpASXy2W8fLYTgO98asOcHt+zCc5yU+KY8AQ40zzMxvJ0guEIR6/0Iwiwb23+jLz7yBwJkQkGDfvW5OMLhjnRMIjTG2RDWVpMIe4LhhdVDE9G/Y5MeLA4fUSE6zHlHn+IU83DWF1+PnlbKdWFi/cungnvXOxlb3VuDM9UJpNh0Cpx+WaPyk42ablndV6UUmHn1XNdM1IqrC5/jMXeiN3DmZYR5HJZjOBxNtxs+lq6Wc8ec67Ugf75kSYa+23ctSqXY1cHANHtINGoITlOS7JJi0mvXjTfNj81jqu9oi1dgkGM5n35bCcPbyxcVDEMokXgVK7zsN1DbfsowVCE4ox47ouGecyElsEJdk/xaFYrFYvqFguCwDt1vTw8T0c7TqdCqZBLITtzYVLctroohbQEPSlxWgZtHlYXxc3anfcGQpJd3oMbCnn2ZDsPbyq6wQFCSVaigYZow6EyR0x3kyHycifdIIxaFUvzkvD4Re2O1eVHLoOSzATuXp0PUS/sEw2DlGeJgvKIIGA2qNm/vpATDYNYnD4GrG7uWJKFwxPgn1+vZ8zh46ENhSzNSyQtXoc6GuG8tzqXZ0+1U5Aax6e3lfGl3VVzvj8fY+FYdIfY4/Hwta99jRdffBGLxTLt/8Ph8AyP+r8Pv68d4kkIgsDFrnHquyy8eKaDncuzY8RnWrWSTLOezEQDiUbNTe863zjfNc0v2O72c+BSHytu4C3OhZZBO25faNYbdCgcoaZ1hCG7h5wkI2uKU1DI5aK/7dIs3r3US2GqiVVFM9sOQbTLVNvNktxEitLjaRm0IwiClCB3pcdCQ5+NO5dlzWiH9cb5Lu5Ymi05KDi9Qd67NhDTtXJ4Ahy90s9PjzSRFq9j39p8lNGIyx8ebGBLRTrL8pIIhSP89Ijo+zhpWfaLY808vLGIFJOWHx4UPYF//cd3cLZlGLc/xNPHW3loQyEvne2UusNf2VPFgYt93LUqlzMtI3x6WxkRQaA0I/6mP1NfIMT/fuMyS3MTef50O5vL03m7rpc/u2cZDm+AXxxtJk6n4p5VeTx7qp0v764iN9nI9w9c4/51Bexcns3RKwNsqcjg269d4kLHmLSo/yj6up7cVsbtSzJ5s7YbfdSO7c3abuRyGTlJRpzeIDuWZ3Mo6gNs1KhYW5JK37ioSD/ZNMRfP1CNxenDFxDXpN980MaEJ8BTOytJMWnJSjSQYdajVStx+4K8eq6LpXmJKOVyBKCh18qGsrRpzgVOb1BKG5wNx68N8l8nWtm9Moc7l2XNeVNvGxKTuRZyLYQjAjVR/vGyvETKMhN4s7Zb6mwKgoAzWvCOTnhFr+YbnsOoUZKWoCc1XkdSnFaiTzm8Ad44383WygxG7F4MWiXXeq0szUua0aJqobgSdVuZyfLL5QtyqmlowYmPIG48a1pHGHP4SIoTKRUNfVZSTDrGHT46hidIjddJEbQLwbDNQ/eYc9Gc2O5RJ5e7xwlHBArTTDQP2IkIAklxWuL1ataXphEMR7A6fVK3cdKNYup4XiaDBL2GZJM2KsjUTCt0J4vgRzYV8fypdu5alXdTwkd/MMx/vHuVZXlJuH1BUuNFa7WF2HXONmGZPL4DF0VLxY2zJMsdbxgkPyVuQfexYDjC6+e7ZuxmT6JnzMmppmHuiorbukedjDt9rCxI4kSDKE7bvjRrmnPQwUu9bCxLl0TKbn+Q12q6YiLs/cEwr57rYlN5OrnJRoZsHrpHndM2wna3nz/9P2cYtHr47PZy9q3Jj7Gpm8ptP982Ss+Yk9R4HYnRTVrPmJMDF3tpH3bw1buWsrEsjSOX+0lL0JNo1HDkcj8H6/v41O2lPH28lS/vrqIqx3xLQ7n+b8dH1iH+i7/4C95//31+/OMf88lPfpIf/vCHDAwM8NOf/pRvf/vbH+qgP8ZHj3AkwplmUVm9siCZojQTz/7Jdi50jJFp1rM02gH1BUIM2jw09tuwumJ9n7UqBRlmPZlmA0lxcxfLq4tSudA+xoayNARB4ETjEE5vgAc3FC5q9FqWmcALp9tZWZAU8/vGHT5ONw8RjlrAzSSmMGhVPLShiMZ+G8+dEiOCb1wgI4LAK2c7WV+aJjlKJMdpaeq3QVS4viwviaocM0evDBAKR2KSs/rGXcTrNTF2YnE6FQaNkmG7B6NWxbEr/aiUCvauykOpkEtUgG1VYoKdO5rKtbYklUtd4/zgc5tpjaY3vVHbzbK8RDQqBduXZeH0BrF7/NS0jvCjQ4385X0reOvru1ErFXzuzgoASSQ5OXa80aj+ZqFVKyX6w6QA8LPbK3j+VDuHL/ejkMu4b00+fRY3ILoaHL06QL9F5Lf97EgTb13ower08eXdVfzmgzZMOhUFqSa+tm85/lCEvBQjn/r++9xelUm8Xs19/3wIo1bJp24v43+9cAEQuzwjE15ePtvJqsJkbG4/WpWCUYcPly9E+9AE964R7fqOXenns9vL8QVCOL1B9qzMkbqqFqePA5f6eHhjESN2DxaXn5UFySzJMXO2ZYTzbaPcsTRL6jKebR1mww2FUyAUFmNnR0SxZ8ugnQGrG6VcjM2tzDZTMssmJByZ3dniRijkYgKdwxvgzdoevvrLM+J/yGRSlzdOqyItQUdZZgKJcZoFdSMni+FHNokBM/Vd4+xbW0BVTiKXuy3Ray95RrvEOZ/XE6B92DGjYBfE7prLF1pUfLVGdZ17P+bwcri+jx8ebKAqx8yTd5THuBYsFB0jDkozF1Zg9I27uNglFsF5yUbuil7PNa0jLM9PYsDqZn1pGl2jzqi/eT5pCfo5HXcigoDd7cfi9NM+PEFtu59w5PpWZvIru9vPnm++y+d3VHC+bRRfMLTooAylQs7RKwMkGbXcvTpvweLFcERgrk9oMjCiY3iC5061s2dlbsw6O2L34A2EFtzUUSnkZJoN9Iw5p21KJ8VtaqU8hludnxpHXecYq4tSuGNpFoFQmPeuDuALhrlzWTZGrYpwJILbH4qxGjNoVOxemcur5zp5cH0hYw4fh+v7uH9dgRQOk2HWU9Ma65Qw4Qnw1oUe/vkT6znbMszmigwO1fcRigisL0mN4Ro7vUGC4QgC8E+vXmJJbiJ/eGcFu1bkUJaZgMsXpN/i4u9fqkOtVLC+NJV/fOWi5PLRN+7ilb/YectoOB9jOhZdEL/11lv813/9F7fffjtPPvkkW7Zsobi4mLy8PJ555hmeeOKJj+I4P8aHhD8Y5kSjOHLdWJYumbBf7rGQFKdl14ocTjYOcb5tlLUlqWijnMEbLYTgerHcPGDD4vKLKrPogqRRiqPsrEQDiXEaspIM1LSNMGzzcOzqAFsq0qWEtsViVWEKdZ3jVBcmU99loWNkgiSjlt0rc2c1jp96j50sSg7X96FTK7l9iRjDHI6I/MbtS7NibloJBg02dywlSCGXs2tFDna3n9fPd1OYZmJVYTIfNA7x+BYxuCMiCNhcfoajxvSf+v77LM9P4g/vrKAwzYRCLkOnFu25nthSzDMn2/n1iVY+d2c5aoWcT33/fQD+18Or6Bp18q1XL/GJrSXIo3G8+//3YSqyEojTq3mztofX/3LXTXk030roNUo+s72cz2wv52TjEBaXj+MNg3zq9lL+8jfn2LVCFCU19NkA0d/TFwzzw4MNXOgYw+MP8e3X6vny7ip+eLCBVYXJFKTGEY5EqGkdZf+6AjxR3vTnd1QQCgusLU7lROMgT+2spCAtjiOX+2nos/F3D6/mSkkqFdlm/vNYMy2Ddv5471KUchlOX5CSjHhePtvJXavycPqCnGsd4bGok4hKqZB4szKZjI3l6YTCEd6/NojbH2THsmyc3iBatYIrPRa6RhySP3N5VgJ3r8oTLdQiER7ZWMS400d1YQpNU4RYxekmqnISpU6UmFw18+YwFI7Qb3HTNerAMSXIJk6rojLbzKduLwVg1/Lsm+YQTy2GJzd4U2us5flJLMtL5GLXOC+cbmd1USpFC7AyFASBty70zDseX5qXyNVe65x0pNkw5vDh8Yf45G2lrC9JpX14gvahCRRyGZXZZgrTTQvaEIw7fWyMm707PGTzcKFDpBVkJRnYW50bs6Efc3gZc/hYX5qGSiGne9TJ0txEMs16nj3Zxj2r8+akEshlYnJZolEr2XHdCLtb5MmD2AjYXJ5Oskm36CRBQRAIhsLcvTqP968NStOW+Qqt7lEn+anzf+5F6fHkpcRx4FIvZoPoAiEARy738/jWkkUd68ayNJ4/3RFTEI87fBy81Mv2ZdlSYuZU6KaIQifFs95AiKNX+sWQH6WCTVG+czAcwR8M4wuE8QfDJBo07P7mu3zmjnIej665N2Jy89Y8YOdqr4VHNxdL50JSnJZ71+RLoVVPH2/leMMg/mAYs0HD8vwkNpWno1GKgvf3rg5gd4ubn+wkA73jLloHJyhIjSNBr2HXCtEH+d8+vWFWl6iPceuw6BXUarVSWCiKIEwmE1arFYDNmzfzxS9+8dYe3cf40HB4Axy/NogwgyjH4QnEdDS3VGZwoWOM4w2D3D6HCnnOYjkYZsjqpmXQjsXpY8ju4dWaLn52pImndlZS322hvns61WYhEASBHx1qZGluIp/eVjbnKG02qBRy7lqVx4DVzfOn2llfKqqu967KnTbWVshls3ILEwwaHt5YxHtXB9j9zXcpTjdJ76VMBmaDhvQEPetK0nhkYxGeQAiry0dTv016Hd958zJP7aykMC2O4nQTXn+YLSsyCIQi+IJhEo2igK133EVVjpkfHWrkaq+VT91eikGr4tWaTqkr/LuEyc3W5Gj14Y1FKBVyvrx7CV2jTn5+tImtFem8d22Qr961lL9/dDUKuZxwJIJCLmf3yhzs7gD13ePkJsdxunkYhVxG65DoN37wUh8PrC/gUz94n7tX5fJ2XS+ZiXrS4vXRwmWMnx9t4g/vrJBuMC2Ddr7/7jXS4nU8uKEQrVrJo989CsC7/99eqahQKmQEozzrSSgVcrYvy+Jar5X9/yLypIOhCGuKU7h7dX5MQTJJu3lgfSEalYILHWOsKU5lSW4iS3ITEQSBjmEHb1/oJixAVqIejVIMG7G6fHSNOBmwuqXzTqGQk51kkBw0JuEPhnnxTAePbynGH4zwerSgXSwNxukNTiuGAYlrPfl8MpkY81tdkCwKTk+Psq4kbc5u39ErA9xWlTHvJKgsM4GXznYsqiC2OH0cvdJPaWYCj24upqFPvA9NUi+C4QhN/TberO1GEMQAjpUFydMmQxJm6FCP2D3UdowRCIbJMBvYtSJnxmstHBE4dKmPx7aIxV5OspFjVwdYkptIUpzo4vH6+S6W5yUtusM+ifrucTqHHXx2ezkZZj27V+RwsL4Pk04l8loX8bmLvt96FHI5dy7LxhcIceRKvxS6M9t60jJol1xo5oNSIeee1dfDc8adPh7aULRo7rRMJmN5fhL1XeOsKEjmTPMwNrc/htpwIzaUpnG2ZVhyBgGxSL5ndT51nWP89TPneXJbGQatEoVcjjaaHqdRKRhz+KLHL+Ot2m5ADBqZTNnLTTZKa4pOrYi9B8lkkktNRBCwunysLkrBqFWiUytwegP0W9zE6VSolApMejWrilJ4/9ogL54RNzp/vHcJ3/rEOl443c5LZ8VkwYN/s/djodxvCYsuiAsLC+nq6iI3N5fy8nJefPFF1q5dy1tvvUVCQsJHcIgf42YwOuHlVNMQOo2SHcuzZ+wgnm0dmcaHWl2UQkOflYOXehfF65uEVqUgM9FAz7iLYDhCfkoc+9cVEKdTEQxHSI7Ts7E8fdFdjd5xFycbh9ixPBtBEOizuGgbmkAmg8I0E+VZCQsuDMMRcTypUyv54s9O8vjmYk41DVOSEU9pZnxMt+7GcjgQCnOlx0rfuAsQaRF7q3OJCAK+YJjcZDFmdHLhD4YjpCbo2FiWxrsX+3h0UxHXeq38yd1L6R51EopEaBmwR7sZYnd4/zoxXOWrvzzNX963AovTh9moZf+6AvJSjHz37av86d1L+R/3Lv+dK4ZnwmTog0aloDwrgX/9lGjPeKOif/J9VysVpMbrpLSsG0WZf3r3MgA+c0e5xH+/0DGGOxpq0T48waayNLyBEOVZCfzhnRWS68a5thEEQSAQCrNtSSZmg4Y3znehUsrZFOWcBqIdYoc3wMXOcawuPzLE8+yJLSUIgkCCQc2lLgsqhTxm4nGicYgNpWnSxKI0M4HmAbv0GmQyGcUZ8RRnxEeL0S5+HU1y+v8eqKYgNY4VBclzXh8RQeDls53sX1+AQi5Hr5GzriSV968NcscCCxYQi+HXznXFxGRPItmkY9zpm8aVl8lkrClOZXVRCjWto5xrG2VjWdq04JruUScqhXzB/qcJeg02l3/2gjWKYDjCkcv9yGXwwPpC6dzKMOtp6LVJlm4qhVyy5gKxu3qpaxx7dOJTkBZHVU7itGJ9zOGltn0MXzBMqknLncuy57WvOnipl50rcqTPTKNSEAxf31SpFHIe2lDEycYh+i3uRX1GoXCEt+t6yE2Ok/yNJ3/HvjX5DFjcPHeqnQ2laQv2iG/ss8VoMbTRYtHm8vNGbTfpCXo2l6dPK8ICofCCIpwjgkDvmIvmARv+YJgJT4B36npJMmpjGjCTmKnWU8jl6NVK9Brxzz+9eoltSzK5c1k2G+cJ3TAbNdhnSA08fm0QmQze/KvdvHy2k7tXxToyNPbbSDFpeenPd3C2ZUTSCFicPhr6bFhdPkbsXl4918UXdlRQmZNGKBpEBJBp1jNoddNvcdNncbFreQ4mvRq3PyjR1mpaR7jvnw8B4qa2KN1EQWocj28uxu0P4Q9FOFzfh9sX4gef2/xxIfxbxqIL4ieffJLLly9z22238Vd/9Vfcc889/OAHPyAYDPJv//ZvH8UxfoxFoHvUSW37KMkmcXQzV/Soyxec0VGiKicRnVrJa+e6uG9t/oIuSsmyp8eCSimqwFNMOl4808Gnt5XxzsVe9q8rYMDq5tWaTlLidWypSJ9XIR0KRzhY34dRq+LxLcXX4zHbRrh/XQERQaBrxBGNF42gVMgozZyeZOcPhrnUNc6QzYNcBuXZZvatzSder2Z1cQoGjZK2oQneqeslIgioFKLfMYLAsN1Dfdc43kAYtVLO0rwkVhUmI5PJJA/fN2q7eWhDocjzqunEpFNzW2UGA1Y3eSlxJEZz6e/6pwPcszqPT2wtweMPUZwez08PN9Ix4mBrZSa3V2Xy6rkuEgxqSjPiefNCN039dkDMkD/ROBTT0fx/GUqFnMe3xI5gxx0+Wgft/ODgNZbmJfGTw41kmvVkJRrISzZyudvChCdI+/AEX71rKe9fG2RvdS7Ddi/PfNDG0Ssi39Dm8mPUqqguTJa4w+ImMYfOEYf4nElGatvForAgzURGgh5/MBxTmCzLS+Tls51SQWxx+qhtH8UTCGPUipHdWrWSlQVJ1Hdb2FyRPm8X7c3a7hjPZoCCNBM94y46hicWJLZx+YK8fn7mYhigJCOe1sGJGcWjIBbGG8rSWFeaytmWEc62jrC5PJ3MRAP+YJgzLcM8trl43uOYxJaKdI5cGZD4kjPhQscYnSMOdizLnlY4mw0abG7/LI8UJzrbloiFqCAIdI44RY/YsMj3fv/aIOGIKIbbtiRzwRSk5gE7ZqNmQTzcLZUZdAw7eOF0O/evK5h3Mztk83DsSj933RAnL5chdSKzkgw8trmYMy0jXOq2sGdlzrzH7vAGZqRvmI0aHtpQRO+4ixdOd8S46sylvfcHw7QO2ukadYo/J5ORl2yUrACfO9XOW1/fzfOnOti9cuYu+40IhSN4AiE8/lD0mg3w+vlu0hL0NPZZ0WtUlGXGk51snPF6mRpTHQiFee1cN6sKk6UN0+1VmRy+3C8Vva2DdvotLmkT7vQGpQlJUpyWZXmJvHd1AJlMbBoVppkYtLq5FOWSA5xuHuZyt4X96wpYXZTCuNNHRBCIRD2d24YmSDXp+It9yynLTOBc2yh/81wtj20uZv/6Ql4608GJhkG+vLvqpicJH+PDYdEuEzeip6eHuro6iouLWbZs2a06rt95/K65TFzrtdLYb5vWoZwN4w4f13qts6YBAQxa3ZxsGuLBDbNb+zg8AU63DEvF3dK8ROl3X+u1EgxHWFmQzOvnu7hnynh52ObhZPMQSUYtWyszZizcWwftXOgYk8QZ/mCYY1cH2FudS9vQBL1jzpixGIgLacvg9SS7nxxu5BNbSzAbNazMT54WkHGhY4yMBP207/uDYZ4/3c6zJ9tZVZjMn9y9bNpNb+rr6xiewO4OSC4WdrefI1f6+cXRZrZWZlCVY8Zs0BCOCPhDYXRqJd969RIAT+2s5CeHG9m2JJO0eB1PbC35vej8/r7CFwhx//8+xKqiFGrbx/jDOyvITTZyrc9Kx7ADlULO/esKYnyvB61uGvps7FieTUQQePUG/9zL3Ra+9usayQ90EjLgnbpeQuEId63OI8moiW7AxGL2zdputi3JIk6nEiNk6/tFSscsnbjj1wbJSNTPmnz2wul27l6VJwmBZoLLJ3aGb6RJTMUk9WOhvrzhiMCppiFGJkSR2789uXHR9o2v1HRy39qCaZu9Qaub4w2DVBemzOlpvtCkukkEQmGOXhng6JV+APaszOWOpVkL3mx6/CHeutDNI5umF/5v1HbP6gk7ORnYsTx7VqHdyaYhXL4gu1bkTFvLTzUNUZFtnmYl5/YHOXipjwyzng2lM7s8wNxOEVNxrdfKtajTCog861WFKVJY0JjDC4gTnbLMBPJT46a9d5e7LcjlMpbmJuLwBnj7Qk9MDPtcEASBo1cG0KoUOLwB1pakcri+n0c2FeEPhmkZnKDP4pKSktLNesqzzMTr1fiDYprlupJUDtX3sW9t/rTz8UzLMIlGDSqFgpaoeHkSV3ssaFQK0hL0HLs6gEGjZFs0KvmuVXm8cKqdJ6Lxx4GQ6Jve2G+LRsXLqC5Iwer20z3q5AcHrmHQKPmD20tJMmq50DnGkpxEJjwBfn60idVFKSjlMmraRjnwN3sXTSv5GPPjI3OZuBF5eXnk5eXR39/P5z//eX72s5992Kf8GAtERBA43zYqcUxvTNOaC+faRuYd3WUmGrhzWTbPnerg4Y2F0s0zIghc6hqne9SJUatiS0XGNEFGMBzhWq+VR6NdorJMMZVq0loq3aznoQ1FjE54eaO2mwS9mq1VmagUcnzBMO9e7CXTrI/pAPaNu8hLEUewJRnxOLwBzrWNsK7kOu1DGe3sJhg0HL82KHn8+oNhZpJIm3QqHN4AWVwviEcnvBy7OiByDg0a7lyWzYnGQbz+EJsrMqSuQ0OfVboZFqXH8+KZDkoy4qltH2XCG0SnVlKRnYBWpSAigM3tpyonkfou0cj/51+8jas9Ft6s7eHXf3zHoqNqP8bNQatWEhGgKM3EvdFwlLahCe5YkkWGWc+2JVnUto9S0zrC+tI0IoLA+9cGeSwqmpTLZMTpVEx4AsTr1Ti9Qa70WHjhz+7kyOX+mKKs3+ISvY4DoWn+riN2D3qNUhojp5h03L8unxdPd3DvmukirMvdFrRqxZwxwPetLeDlaIT0TEWHewHFMLDoUa1CLnbSBqxu+ixuTjQMMmmSIJfJyEzUU5Aah9kwuyvNqsIULnaOSQE9vkCIg/V9xOvVPLq5+JYVCuGIIAk/ty/NQi6D25dkYXf7eeF0O2uKU2cVtk3FWxdio3qnItGoweryz+h/HKdT8fjWEt6p6yE7ycjKKX7f3kCIN853s6ooZdZjSI0Xu583PrdBo+KB9YV0DIu83duqMqcFx3gDoQV3v5fkJlKZY+alMx388r0WHoxOwBL0GipzzGyah7oQjoipfpOTAnFqlsk7F3u5ex7HG7df5LZvLhdF2G9d6CbFpOOuVbk8f7qDRzYVUV2YLFE/BEFg2O7lYucYjihd4keHGnn9nIGHNhZytkWkSglcTxoVBEGKmv9SNC1u8hSLCKIF5GfuKOO+tQVoVAqEaLdXjG3O4tjVAVLjdTT129m9ModQROD+dQW0D01wrm2EJbmJ+AIh3v7rPbx8tpN9a/J552IvBy/14fIGWV+axs7l2bj9IVbkJ/GNR9cs6HP5GB8dPnSHeBKXL1+murr6Yx/ijwhTO8TBcERa0NcWp06zpFkIXqnp5IH1sydETYXLF+TVmi42lKXR2GclHBFYUZA8o6huEm9d6GFLRbp0Uw9HBN660D1rZ2Lc4eNE4yA/O9LEJ28r5b61+dOK7KNX+llfmhbz/eMNg6TF66RCOxiOcPBSHwaN6CIxYHEzbPdQXZjM2ZYRhmweyrPNLIkmVg3bRW/J9aVp+INhDtb3oVcruWNppuRjPHnTC4YjnGoaYtzh49cnWnlqVxXhSERaYCe9gf9o7xLuXJbNhfZR8lPjqGkd5d41eWIe/ekOnj7eCohj4vWlabxZ28N/fHbTgj6Lj3FrcO+3D/LY5mLevtDDuNPHV/YsobowmQvto1JXtK5jDIc3QDgiUJltjrFQElXrA2xbkhlTYDb125jwBFhfmkZ91ziDNg97VuYwbPdyLZo2OInnTrXz8MaiaV21UNRvdlN5usTN7R1z0tBvY88CeP0DFjfX+qzTfJInvZbnK4Yn8cZ50TJsvuK4d8zJmZYRqnLMLM1L4vXzXeyb8rhwJMKAVbzObG6/VJFoVAryop60k0XaS2c7eHB9Iaeahxmb8LJrRc6c3e6Y452nQywIgkS72FKRIX2eNz6upnWEfoubPStn/92nmoZIS9DPWrT2W1yM2L1z+p6DeI4N2z3src6lfdhBXccY+9bmz1m02t1+6rstcwqfI4LA8WuDuHzBGJpCfdc4CQbNrJPGQChM29AEHcMOIoJos5adZORKj4UEg4bMRH1MA2IuHKrvY2VB8rSN/tUeC05fcNZku45hB7Xto9y3Nl9yTplM9oSZXVGmQhAEDtX3cb5NjJNfW5zKlsoMye8ZxA2fDPg/77egVSvZuTw75jjfqO2me9RJYVocvmCYdSVpOL0B5DIxxfJqr5V/f+cqy/OT2L40i7LMBN652MOK/GTGHV6ONwzR2G+T/NUPXOyla9TJQxsKWZaXxL+9dYU7l2Vx9MoAz/zJ9o8pcB8xfmsd4o/x24M3EOLdi734gmG2VKTPyu+bDwMW94x2NVMhCAIjE14a+2w4vAFsbj9f+cUp/unxtfMu8v0WFwaNMqbDpZDLiMyx9UowqFHIZVLM5geNQ9O4fG5/aFqRfHtVJm9d6CZOp8LuDtAQLQQmf3d2kkFS+k96FDf123i5ppNUk46Vhcli0ELzMAM2N7tW5Mw66lVGI31HJ7z4QxGGbB4+sbUEjUpBx/AEf/NgNYNWN2uKUvjlsWbeqO3my7urmPAEuOdbB/ns9nKqC5NRKeT4QxGW5Jj5/549T/U87+fHuPXISTKgUsj5xiOrmfAGiNep+f6717jUNS4VcgLXg0K+vLsKOsRkKp1aiUmv4tcnWjlc38cf37WUYZsHmUyGSafmdPMw710dYMfybGkMm2HWc63XyqDVTWaigcvdFpbkJs54I1Qq5DyyqYh3L/Yy4QmQnWTgbOsoD29c2AY2K8lAz7iTpn6btFFcbDEsHrOBIZsnZiMwFRanj/euDpCVaIhxuMg0Gxi0eaTupEIuJzfZSO4NwjtfIETPuIuTTUN4o+EpvzjazC+ONvOdP1jPlhk8xeeCSiEnEArP+PqaB+xc6hpndVHKjBSHqVhfmoYvEJIiiTfdIDAbtntw+oJsnqOLnGE2cKlrnFXMfW2vKhIt+XZ/810+eVspn1iALVm8Xi2Fe8wGuUzGHUvF1LPXz3dTlG5iVWGKlBA5CYcnQGO/jWG7BxniuVeSEc/e6twYGlufxcV9awtoHrDz/Kl29q7KnZMSM+EJEAhFZpx6Lc1L4vi1QVoG7THTDiE6iZHLZNJkcSaYdGruX1fA86c6pqXL+YJhXq3pZEtFBjuWi5ZlpZnxvFojbjCnNo9qWkfYtiSTgjSTuAEtSycrycCRy/1UZptZX5JK6+AEG8vTOdEwyD+/Xs+uFdlsqcigIirWTYrTsKY4lSe+dwxfMEx2kpENZelEBNhaKf5cfbcFk17UhATDEZ4+3kJeqpFP3FYqecZ/jN8NfFwQ/57gzdpuTjYN8we3lWLSq2kbmmDCHSAlXodJp1rUiPNC5xh7VsZ2j8IRge5RJy2DdgIh8eaUFq9nVZFo9/RqTSfv/PUeGvpsvHC6gz3VMxeOgiBwouG6J+9UJMdpGXN4pxXyU8UjWpWCbUuy8IfCHLkscvsmOZY3whsQwxdAxmd/dIJleYk8uqkYlfL6Qi6TyaapmCuyzZRmJlDbPsqf/PIMA1Y3+9cViFG7oci0kICIIHC2RUwHW1WYzJriYnRqJbdVid3Byhwz13qt7K3OZcIT4A++/z5f27ecp3ZWsiwviTMtw2wqT0cpl/HVX55hbUkqGQl6/vI35/jE1hJ+E3UZ+Bi/PQzZxJCAL//iFCB6Pv/j42t4p66Xe6Pq/RONoo+y2aghTqtic0UGgiDgCYSo7xKFPhOeAJ0jDtLidUQE8fxPS9Dx0lkx6nvgfBc5yUaW5CSyfVkWz37QxiObi2kesM1YmAmCgMsXYtwhCoKePt7ClR4rf3r3Ui50jJFg0BCvV5NgUM9Z2G4sS+fls51kJhpQKmS8UrO4YhigNDOe+i7LtILY7Q9y9HI/Oo2S+9cVTOP/L8lN5GTT0LRx/Y3QqpWUZSZIRVFd5xhf2FmJ3eVn3Onj9fNdgEgFqMhOICvRMOc6lxavY8TujXG8GLC4OdU8RElGwqJEflq1+Nq6R50i/aAyk6wkA+FIhKML8NOdrwEQjghc7Byjd9xFgl7NZ+4ooyDVxEtnO6JJm6mzdg0Xs9ab9Goe3ng9lOj4tUH0aqXkyGLSqanMNrOuJHXW5x2d8JIcpWeUZyVQmBbHO1Grw9m6xYejvN3ZcPsSUTxsNoiCRG8gxGvnuhbslmHUqnhwQyEvnu7goY2F6NRK6T5y//oCiaMfiQjiZmxzMaeah6nrHGf3ihyUChm94y4pmfChDYW8eq6LS4fHuX9dgdT5P9U8TOugnTGHjz+5eymCAJ0jTn58qJHvfWYjb9b20FvTyed3VNBvcdM54uBHBxukpFCA/esLMGjE1MdtSzJZe0f5vE2lj/Hfg48L4t8T3Lsmn6W5iahVCnYuz8bi9DPm8HKpcxyH93q3YHINVinkpJi0pJh0pMRrpQVCNGUXx/xXeyySMlgmk5GfGsf2pVnTrHXEIAIlSoWc5flJlGclcOCSGNF5oz3PicYhcTw1w+K6qjCZU82xkbcnm4Zw+4KSCfqk3VNWooF71+Tj8Yc43jCILxjmpTMdqBRygtGCXatWUpxu4raqDPzBMIFQmJR4HaebRZEfiHZOgVCE7lEnw3YPI9GwDLlcRl5KHPdFF+28lDj0aiWNfTask2r1qF/wm7XdfGZ7OQ9Eba4moVTIMBs1/MV/1QBiIt6VqMeyJxDiJ9EF8ZuPraGp3ybazpm0lGUmEKdVSl0YlUJOQ5/1Y+P13xIEQcDtD2HQqvjc9nKW5iXS2GfjwKU+kdN+vot4vYZHNxfzxvludq/I4WzrCPVd4yzPT6KmZQSlQs7//uR6TDoVzYN2vIGwJD6yXfHz0p/vwKRTIwgCveMujl0dIBAK4/aHuPufDvDl3VW8XdcTk0Y2ecUYtSpSTFrSE/RUZJlZmpvE1spMJjwB7G4/HcMO7B7/NL/kqVHAJp2avBQjX/rZSVYWJvNHe5YsyDJrKhIMGiY8150bguGIlPq1Y3kOes3Mtw+9Rok3EFrw7xEEgQOX+khL0LF/XQGvnuuSHCFApGw19du4EO3QK+RiF7M43RRTjGeY9fRb3OQkG7G6fBy7OkBavJ6HNs7ufxsIhef0Sc5PjSM3xciJhkHqOsfwBsLsqc5dGJ95BjbiiN1DTesIYYHo5lrkS797sZeVhcmsLUmld9zF6+e70KmVbK2crs+AGeUQM8IXDHO5e5wBq4chm5vuMScjdg/71hbM2GSYCY19thiBqVqp4P51s3eLO4YnyEk2zrv5um9tPs+ebGd1UTIXO8e5b23BrOfUTMROvUbJwxsLefFMJ7nJRlz+4LQwjcJ0E50jDorS49lSkYHHH+LgpV5+eqSJT24tEX2qoz/bb3FT2z7G0txEBqIpmz870kSGWc8/PraWOJ2K8+2jAAxY3Ry53M+vT7SSm2zEFxSDPUoy4lldlMJPDzeyviSVMYePnlEnT+2s5H8+tOpjG7XfcSy4IN6/f/+c/2+32z/ssXyMebA8XxQQvFLTxQPrC8RxVM7MPxsIhRlz+BhzeGkbmpBuUJM8V48/xKbyNO5alTcvf+lEoyhOm4RGpeC+tQV0jjh49mQ7O6L8qwlPgAm3f9podBIGrQp3tFD1+EO8UdvN6hvEI8lxWsYdPqm7JCAgl4HV6cPq8mM2aKZ5J797sZddK3IYnfDQM+aUrHMigsDRK/3857Fm/vNYM//0xNoYTmQgFKZ9aEK0vDnbwc7lOTEJXMM2D4FwhAl3AK1KybsXe4lEBMadfl4804HHH2JPdS5/fu9yVhUl89h3j0miv3cv9vH4lmIyzQYOXOrjfPsYpZkJjDt8ePxBfn1C5BEXpMahVsrpt7g/Loh/S/j1iTY+t72cIZubc22jFKabUCjkOL1BXjrbye1VmVTmmHmnroefHG4kLV5HOCLwXydaafiNjZ9+YSv5qXE0RPn0e1bm0tRv46UzHexbmx9jZ+gNhLE4/dImTh2dXiSbtKwtTp3VFjEiCDx/qp396wuwufw09ttYXZQyL9Vp8rFDVg+vne9i3OnjUtc4h+r7Yn5GICqEM2pJNmlJMWmJ16tnvGELgsDp5mGG7B7uWJI1o1BsJiwkjtkfDPNKTSdbKzMkz+JUk5YRu0dyYDBqVawpTmVSchQMR2gfmuDApT7CEXFTkJ1kpDQjnp4xJ0N2D9qoT+98Rdmg1TNvJzsUjiCXyWgfnuBQfT9alVyKylYp5WQk6MlMNJBs0sYUYzKZjHBEICII1LSMMDLhJS1ex57q3GnHZdKpcHgCUvhDbrIRty/IicYhPP4Qa4pTYsb9szWfBUFgwOrmSo8Vf1D0DV6el8TqolReON3O3zxYTU6SkeMNoifvQnyW7Z6Z/aFn6hYLgsC5ttEZu/H+YJiBqE+vzeUDmYxxh5ev/vIMX9pdJbl9iO9d7GMn71szvf7WITvPnGzji7sqOXCxl4psM/mpcchlMpbmJvHWhW6K0uMJRwTqOsYIRQSMWhVKhRyTTs3mCjGN8rXz3bz19d28dKaTe1bncbFrnL97eDV9Fhd9FhdN/TaeP93BrhXZbCxL42dHmnhyWxlpCTq+/Vo9X9xVSV3nOH9wWylf2l0173n1MX73sGBR3ZNPPrmgJ/zVr371oQ7o9wX/naI6m8vP23U90VHMwnPNTzUNAWJSUVKcFovTR3qCnrUlqbN2SYLhCG9d6GH/upnFcOGIWHQKgoDV5efBDYVz3oTerushPyWOa73WGcUjTm+Q2vZRSjLiOd8+ik6tZHNFOj2jTvQaFZ6oI8A9a/LFbnE4wlu13ZJp/bsXe1mWl0jzgB2by8/qohTahifYVJ7OudZRPIFQdGQm5/DlPlYXpZBo1BIMR3j+VDuPRxOQgmExzvnxLcU09dtw+0KsLUmlbWiC+u5xrE4/hWkmnN4APz3ShEGjZE91Li+f7eSJLSVUZCfw86NN5KfE0To0wbYlmTx7sp2NZWmcaRlhb3Uu717s5e8eXj2twP8YHx2u9Vr5H0+f5Qs7KwmHI/ziWDNbKtLZt7YArUqB0xukddDOXavyONk0xDt1PfzZPcuJ06l46WwHbYMTbKpIJ9GgITVBjyoa2TxZiPz8aDM1rSN8cVclIPKNy7MSyIn6pT5/qp0Ho+PZPStzZ+zSCdHgjduqMiUO5ktnOnhoAS4yNpef4w2DaFQK1pemcrp5mDituG7cKKQKhSNYXeKkadzhm5GX+sODDWytzOCTt5XOutGdCfOJt0AMwTh0qY/71xXEiNd8wbBEoVoIBEGg3+Lm6eOtnGwa4lO3l7I0N5GKbPOcPuwgTqiqcszTUionfdWv9IjhK+tL07jQMUZ5luiWMxla5A+GGbZ7GLC6GXf4Ygq1nx5uRKdWRGOl00ifYzNztdeKXq2cMRI7HBG40CG6CU3SKd6u65GEgL5gmCvdFgasYlczK9HAsvykmEJ3UuCWYFBz4FIf+9bk4/AEOHZ1gLho2t1s79VCbNqaB2xc6rJg0qlIjdchl8sYtnkITZmAqJVyshINZCcZMEc1Hs+cbOfOpVnUdoxKormZ3pszzcOUZSZMswkdtnuobR8jN9mIQi6jNDOexn4bPaNOIgJo1QpqWkbYXJGB3eNnY1k6WYkGalpHyE+JQyaD4w1D/PK9Zv783uVkmPU4vAHeuzpAhtnAyoJkvv7MObITDTy6uZiuUQdJcVqSjFqu9lp4u66Xv7p/RcxE42P87mGh9dotc5n4fw3/3T7EvmCYV852St3Z+XCoXvSnXBZVgU8ucEM2D+fbRwlHBKoLkqfdwN6/NkBVTuK03xERBPrGXbQM2vH4Q7xS08XohFcUH82ByZ3+F3ZUxHB9peeNiDSFv9i3nG1LrnuCvl3Xw64VOagUciY8Ad660MO2JZm0DNhZkismTl3qGsfuCfDTw408ua1MUim/cb5Lcg6wunwcqu+nKsdM+7AjptC3OH2cbBrivrUFvFLTyZ3LsqW43Ddquxm0uilOj+fOZVm0DzsYsnkYc3h5N9oh0agUfO7OCtJn8RaNCALeQIja9jHWFKWg1yg/HqH9FjEZ2/r5HRX87EgThWkmtlZm8EHjEDlJBk40DvHFXZWEwgI/P9rE3upcdq/M4e0LPSSbtNy/roD3rw2yb00+zQN2vvrL04Bo2SRD5GtOjvb/Yt+KaZ65FzvH0ahEW8BAKMyLZ0R7tBvH72/WdrOyIDmGC3u+bZTUeN2sBebohJeTTUNScaNWKjhU38eG0jTidCqePdnOw5uK5o1RvvH9+qBxiDitCrNRQ4Jezcby9AXZdk16/E71dp2Khj6ruLG9Ifp6Eq+e65p1E34jfIEQb9T2sDQvkZYBO/vW5tM57KCx30Y4IqDXKFmRnzSj5++NfsFz+aq/WtPJ/vWFnGwaIn0Oh4nJ1/8f71xj0OZmQ1navLzg3nEX4w5fTILcjD835qS2Y4yfHWli+9IsSjLi0agULMtLnJVjPWz3cKXHIk3OXq3p5L51BdLrGnN4OX5tkHSznk3lscEwbl+Q0y3D0mNvhJga6uZarxWnN8gv32vmrlW53L+2gAyzfs4NyfvXBihOjycn2Uh993g0Dj015md8gRBvXujh4Y1F1HWMEQxH/n/23ju8rfs837+xAWJwgXvvKYkSKWpvWcuSbMuWV+I4cdw4sZ2mSdPsfNM0aTOapHWbOHHi7Hhv7S1Zg1qkRIp77w0Sg9jr/P44ICxasuufm7SNjfu6eOkSSYDAOcDB+3k/z/s8Yd2vxxfgpfNvvYeePyu+xmcfv90t+jL/6lgrCpmUhzYUU5ASTWl6LE6PP2yNdqxhCKlUjIhWK2Tsqe3n0NVBFuUauXt5Hr3jNvJTonnubBdXekx8fF0Rr13sxer0cuDrW//LcKkI//tEXCY+4KgVMu5bJWocyzPj3vHiLAgCr1/qY35W3JwEq9ntzJTYKG5bnB0e8qjrmcSgUbK8OIkopRyTzU1itIYZl4+2YTMjoS4EEgmZRh0ripOxOX0o5TLidCri9eqbPpZZneD3PrKE7nErbl+ABdnGGzoiTQPT/OCBJQyaHBy4MsDG+WlolHICgWD4wzw6Sskd1dn8ZO81zraNcf/KfDITdCzKNRKjVSGXSlhdmsLRa0P4AgL7avtJioli0uYSuwYKGf/whwskxWje+oASxG00tzfAbd8/xB1Lcjjd8paX6pTNzeuX+ti2KBOX18/glJ09l/v52JpCHlhbyNnWMeL1qncshkGc/NaqFO9qlxThL8Pnf1tDy5AZgLOtY5RlxJJh1OH0+LE4PDy8oZji9NiwhjElNgqvP8CUzc2RhiGMelFS8PPDLbi9AZKiNTy0vli0ZfIGWFWagi8QZNLq4tePruVE4zAOty88POPxBeges4a7vEq5jI3z0zh0dXBO0XikYZCS9NgbopCr8hN45ULPDQXx0JSd8+3jGA1qbrsumTIQFJhx+TCEFnS3Voo7Eu81uOJs6yhymZS/u3Uer1/q444lOUzb3WENcXFaDKXpse+4oFPKZeHh3LdzsmkYpVz2rl3HBIM6nDT2brSPWKjvNbGjKpsolRyrw8u4xRWOxwZxCLChd4qa9nEEINOoY15mXFhTHRTgSvcEgyY7eo2S1SUpN9itDUzOhM/JqpIUnj/bRXq89qaLg9kO/6c3l3KkfpBdS3MZmJzh9Uu9qBQyVpekhM/LLDFaJd1j1nd8nrNa9Pq+qbB+uGlwmrxkA1EqOUa9+h3lLsevDYc9tAEWZMdzrW+KipD/cYJBw+7lYkLdSzXd5KdEsyhHTOJsHbZQkhY75z5tLi/1vVNM292AKFdZPy8Nry9AvF5FWpyWmvYxbq3MQvcOBfG03Y3D4w8f04psI4euDjBoss957e+rG+DWSvH9UZmXwLm2sbCW/7WLvdxxnbf3mrJU3mweoSQ9lpq2MdRKOVsXZSCVStCq5MzLjMPh8bOvto9AUOCpo62sKU1he1UWcpmUv//deXZUZXFHdQ4laTGsKk3hpZoenjvbRXVBIh9bU0hyTBS/O9nOLz616j1HZUf46yFSEP8VI5VIuGNJDicahzHbPVQXzF1dB4JBXqoR9XnXT4pnxOsYnHLM2QKVSSWiTi8/EYvDw4nGYX56sDmscdWqFRSnxVCVlzDnwuv1i+lxHwldcJ8720VesmFOl2E22asqL4HsRD1DU3bRa7R1jNZhM1sXZoRX2Z2jVm6vzqYi24jd7eNIwxAKmZShUGre1IwbQQCtWi4OwqnkxOhUmO0e6ronqQw9vr7JGXwBAbPdw/C0g1Gzk52LswkKAi+e6+ZPn1vPm82j4QJBEATahi1c6prE7QvQOmRmTVkqq4qSiNGqONMyyrN/t0Gc1j7TRXlmHL9/fB3nO8ZpGphm1OzgG3ct+rOf4wj/fdqGLeFiGCAnpHtcWZzMU0dbeWxLGV979hKPbi7lx3uucWtlJlaHl7zkaL79Uh3bFmWSFqdFEMTABZ8/QFFaDGaHh8X5iVztNXGqeQSPL8CG+eLW6fp5aVzsHOdU8whry1I5eHUgvM0+S3JMFAkGNdf6p5ifFc/pllFS3qHzKJVIiI5SYnF4iNGq6B6zUdczSVqcll1Lc2/oPF7oGGdZ4VtSnBitiuQYDW3DZorfVuC8naMNQyRGa8KDVLNbiHE6NbdWZoXfK69eFAu8ZYVJN9UVixraYPi97Q8Eee1iLwtz3orQfScW5ye+q2wiEBQ4cGWAeL1qjlvH/Ow4zraOzdFaa1UKlodCJGY7mseuDWF3+/nNiTYsDg9ry1Jv6E5ez5Ve05xY6Z2Ls3njUt9N7cH21Q2wtkwMBEqP1zFgspOZoCczQY/T4+ds2yhWp5cFWfHhiF6dWoHdPXcQURAEOketNA+aEQSBrAQ92xZlMuPyotco8QWCLCtMwh8McrxxGI8vQIZRDPqYXRjNDjlffz3OSxZtyCpy5najRe1yPu0jFl44101FTjzDU3YWZMfTODAdLth1agUV2UaMhrnn/Eq3OJCWFBNFbpKB/XX9ZCXqqcy90VHh0NXBG4KkNldk8NzZLm6rzkarUtDYP0VesmGOLHBFcTJHG4bY/eOjfGxNIZe6JsSY5dDPnzwkfmbduyKfeVlx+PxBojUK1s9L45kzXdy7QvT9Pt8+DhDepZRLJQQFgd4JG1d7TfziSAv/tq+Rb+2uZE1pCv6gwI/3NOD0+iNpch9gIgXxB4D189LCgzObFqQjkUjE7aSabm6tzLphIKI4PYazrWM31QRaHB7OtI7iCwjcXp1NSVosNpeX1aUpN9UGv3axl9ur3xpUW1+exsnG4XCksj8Q5MWabjbMS5uzZSmRSFhVmoLJ5ua5s92sK0slNS4KIfSzoCAwFIrlHLM42XO5n/Q4bdjw3+H2caxxmN3Lczl4ZYBdS3NpH7Fwz0+OAfCt3ZXcUZ3NgSsDvPalzQyYZvjBa1fx+oN8fsd8oqOURKlE+6Epm5vzHROkx2v51C0lLCtMYsTsoCovgdruSaxOL7882spD64tEz+FxG3KZlDdq+3j1Qi9/+Oy6d4xgjfC/T3FaDJ/eVEp1fmI4ovtvt80DCGvPZ8NXZqU14Z8vyaF33Manf3mGj6wqYNruQadR8PGfngQIF6KvXuxl1Ozk8a1lCII4eKpTKxg1O7njh4e5Z3keTo8Prz+AXCZFLpOgkElZlJvA3to+hqcdGPVqSjNicfsC+APB0Jcg/hsMkmnU86lfnOauZbnkJOrZvSz3HTu0I9OOG5LElhQk8cK5LrIT9OHAg+sRBIE9tf2UpsfOKcrT47QMTdnDQ28SiYSS9FhK0mNxe/3UtI9jdnhIiY2aMyhYkBJN15iNotQYrE4vey73saPqxgS+m6FWyPC8zUVjljGLk2MNQ2xemHGDhaNWpQg7zNwMSWhnS62QcaRe1C+nxope5WMWJ1V5CTdsgQcFgaDAnO9HqeRU5iVwtnU07G8OUNM2Rk6iPtyAWJRrZH9df/haG6WSs2lBBoIgcK1/mpfP9xCvV7GiOBlBEAgEBVqGzHSOWsPHcOfiubKSN5tHubUyE4lEwusXe9m9PC+8cBiYnGF/yL1ELpOGO+JvJ0olx+H23TR4JD/U0HjhXBdnWsdoG7awa2kuOxdnv2shOG51hRceKoWMXUtzaRqY5sWabm6tzAwXtpc6J6jMS7hBTiGRSNi1NJeXa7rZtTSX1mELdy/Pw+Lw0DZsCTsEgThrMjzt4N4V+URrlUglEup7TfzTvVUMmhyUZ8bRNDDNv7x6leqCRBwePzMuL7f+y0FurczkY2sK0WkUbKnIYE9tHycaRYvF1iEzvzjSwt9tn4c/EOTbL9Vx2+JsfIEgT316dUQe8QEnUhB/QFiYY6RvYoaXL/SwaUEGey73vePQnValuMEWqWvUytU+EzFRKm6Zn45aKef1S72sLU8NJwPlJBmous4/8VTzCJW5CXNsgZJjo7jcPYnF4UGtkPFiTc9NY2hnMRrUfGRVPicah/n3/ddIiY3itYu9SCVQkBrD9qpsxixO5mXGYdSree5sFyuLk6ntMbG5Ih2Tzc3z57p56mgrn98+j9e+tFns1vkD/OfBJvbXDeAPBAkKYrfEaFBzqmkYIfT4n9jfyMMbitm9PBepRMKJxmEW5RpZVpTESzXd3L+6gINXBliQHU//pJ28ZAMapYyFOfF0jtk49I1tER3wXwF3vEc96s3ISTJw+Ju3AjBld2N3+/ntY2s51TzC9qosjjYM8Yl1RUza3GxdKFrpeXyB8Ie20+NHo5TRNzmDPyDgCxe7QXwBgas9Ji50TvDo5lImrK6wFZ9MKhbN8tDXmMWJ1elFKZeyMLSlfTOaB6cpTr95F3h7VRZ76/rZvWxudy4QFHjlQg/Li5LChe8sFTnxHGkYuuH7IFofzkbAD0872F/XT1AQr0eFKdEcvDqAQialtnuSe1fm///SMCfob5RNnGkZvam91vVIpXM702+noW+K/skZ7l9dQG3XJCmxUWQYdQya7OytFR9/Za4x7OrQNDDNvMwbHWDEgt/KqNlJSmwUbcMWfIEg5df9rlwmJSDc6LghkYia1QXZ8Zhsbn53sp1XLvRidnhYVpjEHdU3TwiccflQKWTh5kRmgo6uUWu44z7biXZ7/dz2g8Pi9To0JqTXKClIiSYtXsvyomRq2se5ZUE6/kCQjlErXaNWgoKAVCIhL9nAimIx/GlRrpGrvSbGLU6WFSW943G92ekoz4wjP9nA3rp+ClKiKUiJZmjKTnXBWyEzgiDg8gYwOzxYHB6iVHLu+OFhbluczRuXejFEKSlJe8sruW3Ywr99YjlJ0RoOXBlgRXEy8Xo13eM27lyai0w6Sb9phgGTnT/+7XpOt4iab38gSHV+AplGHYfrh/jNiTYudU6wpCCRnnFbON3U7Qvw7/saWZhj5IUvbHxPC7gIHwwiBfFfMb5AEJPNzbjVyYTVhcsboGvUxtPHjvI3G0s4dm2YKKWchGg1iQYNRoM6fCGVIHZvz3eMM2Zxkp8czV1L3+o4WZ3esHWUQaNk9/I82oZFc/cN89Kwu30Eg8JNtz43LUjnX9+oJ8Oo4+7lee86hBMICtT3icNw1/qniY5SIvCWjZJMKmHQZCc7UR+2v/rqM5cwzbjxB4LkJRtClmsuBOCnB5s43jjMZzaXhrss3kCQp4+18aXbFvCLIy0Iob9r1Gu4a1kcafFa3rgk+lE+daSFb9y5CJfPj9sXYOt3D3B7dTa7l+Wyv24Ak83N9sosPr6uKFIIf8hoHpzm0NVBdi3N4XL3JOfaxvj9qQ5++vBKClKimbC6ON0yGi4QTzYPU54Zx/6vbWV/Xf9NQwzquifZuCCdx7aWc7lr4h0lAv5AkJbBaQ59YxtWp5fnz3Wzrjz1ptZOzYNmdi+7eaqdVqWgODWGKz2m8ACX1x/gpZoeNldk3LANDrN64Jt3a68nLU5LWnUOgaAQlpE8d7aLTQvS2b0sF48vgFwqec/vm8X5CZxoGmHbokzsbh97a/upzk+8qRPD9RSlRtMxYg2n9M0iCAKH6gcx6tXhHYGKnHgO1w+SYdSFvwLBIFd6TNR2T6JTK2gfsfDYlvKb/q3NFRk8c7qTjfPTaR0y33ThVZoeQ8uQ+aa2ilanlzdbRshPjuah9UXoNUqaBs0kRmtuWoidbBqeE/9dnZ8YlqnNHld/IMhL53t47Uub2VvbH971sDm9dI5ZudprwuX185sT7VicHtQKOQUp0dxamRkudt1eP23DFu5cmkvT4DR3L89jeNrB65f6iFLJWVOaOsczeMble0fHI7VS9Fx/4Ww3X/7jRR5YXcAbl/vm/I5GKSNWqyJGq0IqlbCqJJkYrZJAUCyWZbK3XjftIxa2hx7r7uW5/OpYK3su9/OJdUXsCd3vzw41c3t1Nhc6xvnVsVbKMmLFYB3g54dbyIjXkhIbRU6inp8daubBtYX8/lQH87PikcukEVnEh5RIQfxXgjhMMMWtlZlhvZRcKiHBoCExWkNRagzNg2Z8/iB6jYK0OC3LipJwevxM2lwMTzuo75vCFxA/2J483MKTh1v41t2VcwrhWWZ1jddTnBZLdJSK77xUR8eolce2lLG3tu8G03Sz3cOZ1jF2Ls7iSChtToKomcxK0CEgTlXXdU8iABXZ8VQuTSAjXvTfTI6Non9yhv1XBggEgjwV8ntUKmTkJun5w9+u4+XzPcilErrHbJgdok/mv+9r5JMbirl7eR6BoMC6slRWlaQQDApkJegwzbixuXx4fEF+c6KN2xZnc+uiTBoHpqnOT+TNlhFAtPkRP4T9rCtPJUop51r/NJM2F7csSL9hKzrCB5vXL/WGXzOzDhUPri3kofXFNA+a6Rm30dg/RYxWxdCUg85RK7Xdk+ysygpvSQeCwg1dwtruSdxefziiOFaromPEEtaVXs/+un5urRTdEGK0Kj6yKp9j14bpHLGypuytIJyRaTGW/d2KznlZ8bx6oYeC0ILzlQs93Fad/a5RvLM+uW8fBrsety9A8+A0A5N2JBJxW3626Ji2e+gas2F3+256W7VSRpxOHR7MNWgUqJVy3L4Ajf1TtI9Y2bUk5z2FixSkxLCvrn9OQez2+nn1Ym84cW4WpVyGLzD3AiaTSlmcn0hlXgIvn+9hf90AOYkGbmbIJJGIRe3Hf3qSb+2uxOnx3xAuUZQaw2sXe+cUxG6vn6PXhpFJJWyvzEKlkLHnsji06/EFONk0jNPjZ/28tHBh7PL6EWBOg0EikbC8KJnz7eMsL04WZyRqutlRlUWUSk5hanT4NWWIUlKWEce4xYVaKRelAP4gdy69MWjkcP0gWyoy0KoVTM+Iw3NpcVruXJqLzSXatfkDQVaWiF3kt3fRp2bcNA1MY3Z4kAAalZwN89NQyqVIJBKq8hJuupjrHrNi0Cj52p2LePGcKJ2YdeY5YxtFIZeF49QFQUAhk7J5QQYapejYk5WgJz1ei06twDTj5ui1IR7dXMqTh1uI1apYX57Gd++rBsTrfLRGQX5yNJV5Cdy3Mj/S5PiQEymI/0pYVpSEViVGNG9bmDFHfxUUBPbX9ZMRryMnUU91fgK1PSZmXD70GgVZCfo5pu4XO8f56q6FWJ1eNEo5r1/qA8TJ7oW5RrQqBVMzbowGNRaHh4a+KabtYmJVUrSGhTlGPrK6IHRBTJnzOEfNTk63jPDGV7ZwuH4wPLQWCAqMW5zU9Zh48lAzRoOaB9cWsqwwOezFqlHKwlKOtDgtA5N2xqyibuxqn4mlBUniJLhaQSAooNfIeWJ/IwBf3LmAZYVJ/Pp4G3cuzeH1S31srsigfdgc1kueahZ9mPfX9ZOXZKAgJZrvvXaVjhEr8zLj+H+7KzFEKVlTmspdPzqCRiljTVkqr1zoYWGOke/ct/gGv9IIH1xev9TLnsv92N0+dlZlcccSMQznkU2leHwBtGoFMVolmxak0z9p51zbGM+c6eSZM538+yeWz9FnlmbE0TxoDm+nX+6awOuf+/5ZXpzMC+e6yDDq5hQ9zYPTpMZp58wCSCQSblmQHo4W3lGVjV6j4HzHeDh98d3YVpnFV/50gZL0WB5cW/RfhjPM6ulnu98gDu12jlrpGLESCAqoFDLKM2LDDgXPne3i6c+sYc/lPnKTDVS8S8Ht8vqZnvEwbXczYLIz4/IiCOKOjU4t58G1RTT0TZGTpH9HR4VZZFIJwev8b4enHZxqGmHX0pyb7lbF61SYbO453XFbSPO8YX46xWkxKGTSGzrOIBZ+NucgD28oJifJwJlWMUhDKpVQlBoTXnTIQp7pUgmcaBzB7vaxcX76TX2oVQoZWxZm4vUHONk0gsPtY215Khc6JuYEJM2SnaintnsSrz/Ansv9bLiuiK7Ijuel8z1kJeg50TSM1xdg3bw0JEi40DHO/Kw4Xg0FPV2/qNJrlOHXryY0azHbATZolOyoysIXCHK2dRSTzc3Tx9v4wo75XOgcR4I4gFmeGTdn2LJpYJrqgkQKUqI50jDEwKR9jge7zemlttvEPStEOU9ZRiyNoUJ7dWkKDrcYnAPg9QWI06lYXpyM3e2jMCWaFcXJHLgywJf+eIFtizLJTtDRMWIl06hj15IcHtlUOue4zRbwmQnv7JUd4cNFxIf4ffI/7UPc0DdFdJQSQ5SCQ1cHWVKQSF5yNHa3j9cv9nLLgnSSYqJ441IvO0Ir/9cv9c6ZwAbCF87lRclhX81Zxi1O6vum6B6z8cblPh7eWIxRr2Z+Vnz4wnapcwKdRkFpeiwXO8eRSiTh6ey+iRmu9JrC+rdXLvSwa4l4oRUEgbNtY1gcXjKMWvRqJfF6FZe7Jplx+9Cp5cTp1Lg8fqYdHoJBIew32T1mxR8USI/Tkpmg46cHmzhcP8T68lSK02P5+aFmtldl0Tcxw79+bOm7flgKgoDV6eWJ/Y3E6VQkxURRkhZDQ/800VEKfnpQ7D48vrWMfbUDVOTEs2lB+hzLuggfTNy+AD872ER+SnR4Wr0kPZYDVwZ4dEtZuDM167V9pnWUa/3TPHJLCdmJBkrTY7jaO0Vukp4Jq4u2YQuJ0RpWFCcjk0p47WIvu5bmcrlrAl8gyPKiG3canB4/e2v7w0WBw+3jwJWBdw3lmC2EUuOiMNs9LCtKYipUXE7bb4x4nuVnh5pZkB3PynfY8dCpFcTpVcTr1MTpVRyuH6Iq10jToBmPL4BMKqEgJZrC1OgbdKWi3EBOcVosXn+AVy703jS97N04XD9IVoKOhr5pdi/PZdTspG9iBlOoY4kgoJDLyErQkZ2on7Nlf7h+kJUlybQMmjHNuNlSkfGO1wWHx8eZltGwC0jLkJnmwelw0t2sjdrbz8Hs4v+uZXnUtIvBEbN650AwSPuIlc4RC0FBHFY+eHWQ3cty5wSuXM+ey31hKcf1eP0BfrznGqeaR3hsS9kcra4giAsAjz/IU0dauGtZLklvu+9Z7/fnPr8hvKA/1zZGQUo0idEa+iZmaBkyh+3/nj3Tyb0r3/LHnra7qe+dmrMYcnr81PeaGLO6mJ5xh/2AF+UYKc+Mu+mxfvsAdsuQmZZBM7eFrNOePdPJPSvy5gxvz3oLt4Z+d8fibI7UD4bcNny82TLCzw+LASj3ryogPzma1iEzKbFRWBweOkat9E3M8PNPrYp0fz/ERHyIP6DE6dTctzKfmvZxHv3VWZYUJPKpW0rCBauAaNGkUsgozYiboxW80mPC7fWHu1Kpb5se9wfEYjE7Uc9D64sRBHHbMy7UmbI4PIxanNxWkA2IU+unW0Zp7J9CqZDRPWabMwxSlhFL86CZ9HgtB64MsKQgiVUlKQxPOxiZdpCXbAjr4dqGzXzuNzUAPLyxGKVcxqWuCZ481Mwjm0pRyqU89vRZVAoZv/jUKnKTDKgUMoamHOxcnM2j/0UgyCyzW87furuKP73Zwa+Pi0by4raonh89uIwj9YNIQ04Xdy7NfU/BJxH+evH6A3z7xTrM9lD6oNPLnUtzKEqNwTTj5sG1hWQl6Pjy7RX4AkHmZ8WTEhuFxxfgs1vLebNllNwk0blhwuZiaWEiSTFRzMuKFx1SavtRyCSi5VbrKDKp9KbFMIjvtwXZ8ZxvH2dZURJ7a/u5/Sa6VJvLy6DJztCUA7cvgEIu5dsv1pEUrcEQpSROpyIrQc/CHONN3WEOXh3g959dR9PANAUp0XN2kEBcONrdfqZm3Eza3DQPTvPUkRZ864vCqX7vhNsXoHfcNsdzuTLXSE372Ds+77dz7NoQGUYdxWmi60b7sIWS9Ngbttk9vgADJjs1beM4vf7wANmM28+uHx7hizsXsGFe2rsWQ1qVAqc3QFAQOFw/SKxWNWfoUCKRkBitYczsDKfN9U/OUNc9yd3L85BIJCzKNXK2dYzNFWKAhUwqpTQ9ltL0WGxOL8+d68Lq9IqWkBMzxOvV7xjSMYsgCNT3TdExYuGWBelkxGvx+APcuTR3jsQhEAxyolGUe0mA0vTYObMdgiBQXZDE8WvDYSndpM0Vln5lJ+pxeHycah5Br1GwKNc45/7jdGqm7R56xm00D07jCwhEKWVUZIvDx8+c6eLrdy6iJF2Mpn851JFenD/XonPWQWiW0tD5fPZ0J4cbBvm7W+fTMz4THjr1+YPIZJLwHMfaslTGLU4SozX88c0ODFFKlHIp96/MZ115KtcGpnn5fDd1PSbuX5lPlErOyaaRyOBzhPdMpCD+K8PtC3CudRSzQ4xZLU6LYcBkp6FviqaBaU40jYQy3OMoz4jl5fM9lKTH0DFiZcblZc11oRCVeQkcqOsHoKZ9nJTYKO5cmsvVXhPzs+JIjxcnmJ8728XSwiTOt4+za2kOY2Ynphk3UzNi3Os/v3IFIKQpFu9PIZeiVsj4/mv13Lsij4+uKQxPmMfrVDQNTAOilvh8+zipcVF85Y4KEqM1YiegKguz3cPUjBuH28e8wiQeXFtI+4iVCx3jPBXScfoDwfdcDL+dj64p5O4VeXz26XOsK0+la9TKd16qw+r00jlq5ccPLntXzWSEv34mbS4++sQJHlhTiN3t47WLvfzggSVMz3hYmGvE5w9y/78fB+D/7a5kYY6R/VcGyE82UJYZR2aCnntXann9Um9Yc3/9cJPHFyBep2LM4uSPpzsBMdnujct94YCFKJU8tPujJFqjJMOopXPUyhuXeslJ0tM6JAbiXB+Dq1cryDDqWFOagjoUoKNRykiM1mBxeG86wDVL95gNrUpBckwUSdEanjvbRVK0Zo4Vm0QiQa9RoNcoyE7U81JNNy98YSMnGoexOb2o32WRePDKAFvfllBXmBpD6+W+sI/yu3GicZjkmChKQxKFimwjL5zrojgt5obCRqWQhd0LZukctXK4fhBAdPZoDL5jl1xAtHh77kwnr1/s5Tv3Lb5hcQCi/+0bl/u4c2kunaNW2oYt3LHkLZmBVqXAcRO7t7qeSfonZvjEuiKSozXcVp1D/+QMb1zqRS6Thh0S3k59n4n2YQsLso3csyKf5sFplhYmYYhSil3T5Xlh2VzHiBWlXMpPH16J0+PHNOPmaq+JTRUZREcpCQpi0Mzu5Xn0Tczw/dfqOdU8IgYeBQUCwSBCyIWnaWCax7aU0THyVkiI1x/kV8daWV2awhd3Lpij4z5+bYh1ZanoNArqQpKakvRY0fHofA9JMWL63ci0g4yQdtvjC9A+YqF3YgYEUWozNeOhrke8vVYlRy6TopRJMTtEf31jaAFhtntoGTTzQk03f7OxhEyjnmBQYNrhwenxc+eyXEoz4kiMVvPjPdfYcV0KYYQI/xURycT75H9aMvGHUx1c7TWxfl4qK4qTGZpyIJdJaRoQJ4Cv9pow2z3MuH1sW5RJ88A0vRMzONw+/ni6kw3z0qjKS8Dh8RO87pQ/eaiZbYsyeXxrebhj8calXnaG/H4FQaChb4ov/+kiAJ/ZXEpKbBTxOnVIY+ylZciM2e7h3pV5yKRSBEHA7Qvwwrlu9tX189mt5ZgdogZZJpWSm6TnlfM9FKXFkBGvY2lRElKJJByjOmF1caJpBJfHT0FKNN3jNp4728WDawvZV9fP9IyH3z2+Ltyt+XMQCAbpHRfTqBRyaWTC+EPAwasD/Pu+Rn74wFJGzQ6UchmlGbH0jNv49ot1APzd9nmsKknhaMMQK4rFLfgTTcNc7JwISydm301vNo/QPGgOL9BkUglpcdpQuI2MfXX9ZCfoUYRs00Ds3jk9fmwuH1anF5vTy+CUnX11/YxMO3l4YzHV+Ymkxmnf1bLsxZpudi3JQS6Tiq4tDu9NExG9/gAvn++ZM0Dk9PjZc/nmIRMAp5pGSIvXUpASTVAQePZMF3csyb6pq0DvuI3haccNswUguuK8eK6b+1e98/DSm80jxGhV4VCQWXrGbUzaXDd16pjF5fVz4MoAaXFaKnKMvBnqeHp8AdaVp73j7RxuH1995hK+QDCsjZ1FJZeSFq8jI17LubYxjAY1Vqf3plHG++v62TA/XfRQ9gXYWytajc0+lzcu981JCvT4ApxrG2Pa7iErQcfwtIPcJAOtQxbmZ8XN0Swfrh8ML34sDg97Q3HGZoeHCx3j3F6dgyAIYVmO1x/gcP0Q4xYnI2YnFdnxBENDnbM7C1+5owKdWoFUKmFqxs3e2n5ah8w8sKYwvLjzB4I8d7YLpVzGmrIUjjUMsXF+OsmxUYxMO2geNId3+V672HuDy8asrOQ3J9p5YE0hOrUcpVxGUWoM2Yn6cEhGTqIel9fP+Y5xtldmYYhS4vYF2Ffbz13LcrnSY8Lq9LCuPI0XzokLgnGrixfOdXPgygAFKdHhx/HkoWYW5hiRSuBrdy6aYwsa4cNJRDLxASMv2YDD48MfEFDJZbQOWbhnRR6BQJAfvl7PiuJk1s9L441QF2bSJursxqwuAOQyCUkxGorTYsOFbyAoEAwKzMuM4+XzPeQkittcIHaiz7SOYnP6WJAdzyObStm8IJ19dQPo1AryQzZTl7snuGtpLlMzHg7XD7FtUSbTdg8Hrwxwe3U2cTrVnKSktmEzvz7exrX+aUoz4pi0udhfN0BWgo6OEQsXOjSMW5009k9R12PirmW5lKXHsmlBOs+e6eJnf7Pyph2c/y4yqfS/TM+K8NdP27CFQZOdH+1p4As75vPJDcVM2lz82z5xOPPRzaWoFDJ2VGVh1KuRSiREqeQIiEOn87LiGLM4WVuWSl6yIfxaDASD2F0+FuUmsLok5YYwnBfOdbNzcRYapZyDVwfon5whK0GPRCJBq1agVSuQyyS0DE6jUyv49j2LGTLZmXZ4MNs97/qa7x6zkpWgC3cMK7KN1PeaeLN5ZM6OEMDe2n52VM31uI1SyakuSORU0whr3za01TpkRi6ThDuwUomEu5bl8lJNN/etzL9huLemfZz7V928sFbIpCwvSuJM6xirS28smM+0jmKIUt5QDAPkJhmo7Z68aXAGiMl8Q1MOti3KJEolZ8blQykXpSmdo1ZeudDD7dXZN73twauD/OM9lYyanbi8gTle625fgOEp0aHn6LUhWocsPLq5lH2hIebsRD3RoV2kimwjDX0m4nVqLndPsqMqa04xppJLcfsCYbmJSiEL63JPNA7z88Mt5CSKaXS9EzO4vAFS46JIMGjE2ynlorNC6Hk9+J8n0WsUPPXp1YDY1Z8d3lPIpCHf9k6mZjxU5SWwvjyVQFDgSMg3++i1IW6vFoNn6npMbK/MojgthnGLiza5hcLU6LBjRV3Igu7+1QUcbRiiaXCaUbOTj6wuuOm5dnn91HZNMmlzEQjtbLi9frQqOVV5CXNkaGMhf2OAtHgt++sGyEzQMWSys2WhuPCYlxXHxY5xNn9nPyuKknjtUh/JoQHXTKP42i9KjWbG7eOe5XkoFTIudIyjVUVKnAjvnUiH+H3yvzFUp1MrmLS5+NYLtYC49Xqxc4K67kk+s7mUGZePP53u5KOrC7i9OgeLw8PVXhNRKjlLC5O42mti0iYOmESp5NT3mtBrFOGBsc5RK7890UZdjxhTev+qfOJ0aoKCwBuX+sKr/4ud4/zqaCtymZSv3LEQtUKGUiGlpn0cry+AVCphR1UWMqmUmvYx8pOjGbe6aBk0k59sYGjawZL8RC51TbBzcTY2l5enj7VyuH6IzRXpfHR1IVd7TeEtsqePt/Gtuyvfs/4wQoSbca1/it+eaGfLwgzRwkqAXxxp4dHNpZgdXmJ1YrzxkoKkcLdrzOzkeOMwhigluUl6rvaYuG+VOHA0GwUrCaV6ba7IwBCl5LWLvXNiaa8fRAWxK/xiTTebKzKI0aoYmXZwrn2MeJ2aVaUpKGRSTjWPsCArnliditruSSasLrYuvHEwTBAEnj/XHX4c11Pfa8LqfEsmVd9rAolYuN2ME43D5CYZyE4Ui++pGTdvtoyy6yYaZrPdw5GGIe5e/pZl47FrQ5RnxP2XOzf76vpZWpA0x9Whpn0MlVxGZd6NMb+zTFhdNPZPhVMwZ7937NoQVXkJc+zqpmbctA1bwjrZqRk3B68McMeSnDnuH6eaR0iNjQrf9tWLvWycl3aDVGrWIm/c6mLXkhz8QYHhKQd9EzNYneLuVzD0evrcrfPCA2rX0zgwTZRSPsdHeWrGzfHGYbISdIxZXCjlUjKNOgpSohmzuBiZdjBucfLk4RbuXZFHvF5NlEqOQaPkF0daCAqCeF0OdX/lMin1vSZykgwsKUgkJ1HPG5f7WFeexsErA/z2ZDuf3z6PzAQ97cMWpBLRJ3hzRQbdYzZcXj/lmXG8camXJw+38O17qsiI13GqeYSkGA0ur59AUODnh1sAwrshEuDYtWGitUoW5hjRKGVU5oqF70s13WxZmMmJpmG2Lcqkpm2MCZuLwpQY5mfF8cblPm6vzsHh8dE1amPAJDqnTM14wrswcpmUMbOTF2q6SYrRcPvibGQyKX98swO3N8Ajm0p48lAzQQEeuaWEp4628tQjq8Ov5QgfbiId4g8YNe1jvH6pjx98dAkfXyfaJOnVYvTkJ9cX843nLrFxfjr7vraVVy/0MmF1ciXUYW0btjA87WBVSQpOj59D9YMkGMQUqOr8RA5cGRBN82USKvPE5LnZLcJgUODJwy1ERymRhjrLEmBwykFRagwWhwePP4DbG+BE4zDNg2Ye21LG/roBBESph93t42u7FnLPijw8vgBDU3aSY6PQquTs/N5B7ltVwJqQZ3D/pJ2zraM8dbSVRzaVYnZ4wilhESK8H4KCwJH6Qf5tXyOf2VzK4frB8Ov0Rx9bKkYlBwVuW5zN5a4JTreMIpEQ2mKGkvRYfn+qnbZhC49vLeda/zSJ0RpumZ/G/rp+HB4/mysywlrQnEQ9naNWClKisTg8jJgd3F7wVlEpkUi4vTqHnd8/xPbKTCpyjOxakjtnyMoa8tYG0fJseMrBc2e72LUkZ47Wd7ZrejMJQkWO2Ck+3TJKRU48PeO2Oa4yb2ddeaqoJ47RIJNKOHBlgPtX3bwDGKtTsawwkYNXB0O7Qm48vsB7kjFtXZjBc2e6+MjqAiQS0f5LIZO+azEMkBitweryiUOEMglHG4aQSCTcsyLvhs6v1x9EKX/re/F6NbuX5/HKhR7WlImBJq1DZmRSyZxCentlJi+f75nzvC90jCMIsLIkhWv9U3SOWikMbfnPFlw2l5c9l/pYW5aKQibl1Qs96DQKqvMTw5rpjHgt9b1T5CUbcHv9HGkYEiOOQ1KXPZf72LowkzebR3B6/CzOTyTTqGNvbT/PfG4DRxpE54w4nZqjDUP8071VXO2dYn15Klq1ArfXz08PNfNmyyipcVoa+6foGrNyNOQFr1Ur+NiaQpYUJDFhc3G5e5K67kke2VTKgMmOzeXFoFFwtGEobLMpCDBqcfKHNzsoTY/lhx9byrX+Kb73kSUMmmbCEpDmwWn21vYzaXOxvCiJDfPSUMpltA1byE7Uo9eIVplSCeEFWvuIhTt+eBiXN4AvECQmSkV+soGtC0UHicLUGOQyCRXZRq71TyGXSfjmXYtIiRU/m7YuysDu8hGjVTI87eCh9cUMTTnw+oMYDepIMRzh/zeRDvH75H+6Q/zkoWbq+0z0T9pJjNZQmBLN2bYxVpUko1LIOHZtONxBuNQ1weUu8UKXm6gnPV7Htf4plhQmhlfgl7omudQ5wbZFmfzNxpKwmfyrF3q4Y0kOL5/vYX3oonbgygAxWiVGg5pFOUZeONfN1kWZDJjsuL2izndvbT+3LEjnYsc426uykEok4Qv+mNlJapwW04ybp460sGFeGkWp0XSO2jh6bYjPb5/Hv+1rZPeyXF4638Ndy3J5cG3hTafjI0R4r7QOmXn2TCeXuiZZVZJCamwUa8tTqWkbY1/dAB9bW4jXHwh3u2a7UbM2VY9vLSfBoCY1TkvTwDQWh4clBUkoZBImbG4mrC6e2N/IjqoscpMMlGfEkmHUIQlZSN23Mp9nz4i2UXKphP5JO82D03j9QWRSCW+2jLK2LBVfIMj68tQ5w2ZvXOoNJ4zN4vL6efVCL+vKU0mN0xIIBnn5fG/You3tCILA1IyHPbV9vHCumy/smI9eo0CtkKNWylArxC+NUvy/KqR9nfUl316ZdVOf3Otp6JvC4fExMGnnrmW5cyQU78aAyU7XqDVcKM1aLL7T8/D4g7i9fkw2N3//+/PsXpbL5oUZJBhuPtzXPzmD2eG5oRsuCAIHrgygkEtxuP03TZbrGrUybhVdGM61jaGUS8PWkoIg8OrFXu68bmHRMWKhvm+K26uzOXj1Le91m8vLpc4JbE4vWrWCJQWJnGoeITpKidnh5Za3+RBfb7t2uWsCh9tPWryWSauL5cXJBIJBnj/bTV6ygaAgsLwoGYfHx/FrwxSniemDs1HiTo+f7VVZ2N0+HvrZKTZXpFOYGkOsVoVEAj1jNjYuSOdS5wS3VmZS0zbOd0PD0b97fB39kzOkxkZxumWUBdnx+AKiVKN33IZEAjuqxFjlbZVZ7KvtJy1OS3F6DLVdkyzMMXKscYgEg4ZBk50H1hQCMDRlZ9DkYFlREt1jVi51TTI/K47a7kkMGiUqhahTvtJtIjNBR1aCnj2X+5hx+chM0LGqJIWuUSt2tw+L08v3Xr3K4vwEyjPi+O3JdnZUZfFm8whuX4Dnv7DxHZPzInz4iHSIP2BU5MTzxuU+Ns5P49i1YXZUZVGYGs3xxmH6J+3hbaJNC0TJwZKCxPA22LdeuEzXmI0H1hSyoiiJTQsysDq8LMyOp7ogkYNXB9Ao5awsEf1SJRIJu5bm8PPDLfROzPDwhmK8/iBnWkf52jOX2LUkh1PNI0h4q3j4/keXoFbIKM+M41zbOAMmezha9o1LvawqSebg1UFurcwkKTqKKbuHo9eG+NGDy7jcOcHK4mSONAzN8cqMEOH9IhYPXRSlxlCaEcf8rDi+8LvzvFDTza8+vZrEGA1LC5Oo753i8a3lWJ1edi7ODg+55STpkcukVOYmYHF4EASBe0MF7v2r8slM0BMIBnH7AuxakiOmtA1Mc6XXhCCAzx9ky3cPcNeyXPaFnFeyE/VsnJ8entIPBAV2VGXh8QU41SyGNawpTcUQpbhpYalRyrl/VT4Hrw4yanFitntYV55KIBhkZNrJoMnO5KxHb4h4nYp4nYq7luUSCAoUpETj9gZw+wI43D6mZtzh/7t9foIC/O5kO8BN9Zez3ZPr+9Gz14C3J7S9HYkk7IqGRMIcz+/rEy/f7rMrkYjWbWqFDIdHjFS3OL3UtI8DojZ3Vuoxu4gWO8RvLainZty0DpmZCh2f/zjQRFVeAlKpBMl1zytaoyQhWk3HiKg1L0iNpjL3rc61RCJBIZPi8QVQyqUcbxxGJZeFJTIapSycVmfQKNkYkndM2938eE8Dl7omub06m0W5xhuS767/X3ainufPdvG9167y6U2l4ahjhVzKt16o5ZMbiufEFJdlxPL41nK0KjkyqYTdy3P5m5+/ic3l4+efWsXe2n40ChlP7G/E6vTy6OZSLA4PrlCn2uMLcPfyPIKCQG33JD892MSjW8oYMYvuKJ+6pQSXx88fT3eKjyckqThUP8R371tMvF6U1jk8PgxRSlJioviPA004PX4MoaJfrZTznweaeGBNATmJhrDMp2vMxm2Ls7G7ffz2RDt7a/t5bEsZDX1TnO8Y50pIwjc7m9I7McPjW8t5dHMpOrWCH77RwCfWFXGqeYR/vKeKtDhtpBiO8L6IdIjfJ//THeJJmwu5VEq0VknzoJkZl5dvv1jHJ9YV8duT7WyuSOdw/RCrSpIpzRBX3XXdkzy6pYx1ZamcaBomSiXHHxCwODxsW5TJ8LQjNIwQQ//kDJ/6xWlA1IVJgAOhi8+Xb68gN8nA5a4JpuweyjNiWVGczIWOCSZtou6tMDWGzlErL9Z0MzTl4FO3lKBWyMgw6rjQMY5MKmVeZhxKhZQv//EiWxZmMGF1oVUpONM6GtF7Rfiz4nD7+MZzl3F5/fROzPD1Oxdhd/tYX55Kfd8Uey73Uddj4gcPLKEi20jjwHTYfkqjlFOcFsPxkBfu1d4pdi3NQSGTMjLtoGXIzMb56dS0jZGVqJ/jjTtpc3Gpc4JRs5OXzvewvTKTDKOOvCQDJemx4UJ3Vt9/vfuBLxDk1Qu9/OZEG4Wp0WypyAgPJL2d1y/1MTzt4BPritBpFKTERJFh1GE0qOc4pPgDQV650MM9K/Jv0BS/HV8gyEs13awrT+N0yyh3Lcv9L71ya9rGUMildI5a33P07WyyZjAoMOP2o5BJwnrqd0MIOVzcuzKPF851h+Ujs77HvRMzYYeIXx1txRCl4J5QoRqnV1OcFkOCQYMvEOTglQGMejUqxVu6ZUEQsLl8TFhd/OnNDi50TsyxdEyK1pCdoEcqlXC118TUjJvlRclzrltNA9NolLLwXMaE1UVN+xgSxKATf1AgSiUnL8lA27BFTORDLPif2N/Ip0Npaka9mgXZ8bx8oQelTMr6eWmkxmk52jBEaXosJ5uGuX91AQdCz8Pm8pJo0HCkYYjjjcM8uLaQMYuTw/VDfG3XQv7l1at8/c5FDJrsaJQyti3K5KmjrWLoy7Jc7liSw9nWUbRqBb5AEIvDi1GvFhdMvgCtQ+awA0VpRizX+qd5saab6vxEyjJiCQoCgaDAL4+28vDGYpYXJmM0qDnRNMzWUOreG5f6ePp4Gw+tL0anlrOiOJkYrSrsLnS8UYyynrZ7uL06m6u9U/j8QfGzL/TeS4oRdwS0KgU/eL2eh9YXcXv1e4v0jvDhJdIh/oBx/dbgbOTkrLb27hV5bP3uAR5cW8jvT3WQHBNFYUo0k1aXGGEa6rBkGnUcuDLA4fohNEo5Bo2C0y2jzM+OJzpKyfc/uoQZl48Bk53bq7Px+ALcuSyXVy/08oPXT/PJDcVsmJfG8cZh/m3fNR7eWMKyoiR+cbgFT2iYbtuiTNLitEglEuZnx/PcmU5eudALgEGjICdJfDG6PH56x2fYuTiLb9y16H/4aEb4MNAyZObz2+eRk2TgWt8UTx9vC8fqxunULClIZMzs5LXxXhRyKW3DFuK0KjYvzKC+10RAEPjsr8+Rl2SgOj+BrEQ9qXFarvVPMWF1MWx2sLw4mWm7m4udE7g8fowGDRvmpXGlx8TTn1nDmy2j7KjKpnfcxoErAwSCAjq1glGzk9KMWHF7+7pAiTidisq8BAqSDWxZmHFTV4RzbWPctzKfqRnRe1ghkzI/O/6mtmzHG4fZME/sUlbkGKnvM3GqeeQGSzanx8/L53u4rTqb6Cglq0qSOds6+o7FM8DZ1lHUStE1ICU2KiwBeTdcXj+vnO9h4/x0YnQqTjUNs2F+OofrB1GHXBfeyfLwZNMIq0tTkEml3F4txrPfuzIftUJGSXps2KZs3OKka9RK3+QMXn+QqryE8HUH4GqPiYU5RjKMOs60jlLfa6IiFDctXhNH+MjqAlaWpFCVl0CsTkVQEJi0uuibnKFt2MKzZ7r4+LoiGvqnRI9do47UuChSYqPEhoXbR+eolQSDhm2LMlHKZbxU083u5Xm8camXBdnxYYeJoCDwx1MdgFiUa9UKFuTEo1criNer2RGSQVzunsRkc4c1uVu/e4CH1hezIEtLe5MFlzfAqpIUshP1KGRSFDIpX9y5gH959Sob5qXxz69cYXtlJvvqBnixpod5WXF8Ycd8vP4AvzjSwumWUT69qZRfHGnh8a1l/GhPQ9gz+/Pb56NWyviHP1xgS0UGJekxPPXIaur7TOQkGmgdMhOUiNd4qURC48AUK4pT8PqDXOqcoH9yhs0VGWEphEGj5FzbGBanh1fO99I/OcO68jSyE8SUx39++Qr5KdGUpsfys0PNPHJLCS+d72FtWSqtw2YA9n9t63uW6ESI8F6IFMQfAKQSCZ+6pYR9df1UFySSEituV5WkxeDy+tn9o6MAPLC6gE9vKiM3yUBukoGLnRNc6JwgN9mATCphX20/2Yl6cpMM3PmvR8L3b3GKISASRB9Ts92D3e3HqFdz8MogZ9vGyAvdxzOnO/nstnn8aE8DJWkxfGXXQmK0Kjyh7PmvP3uJe1bkYXV6ee7zGyKm6RH+ImjVCn7z6FoeevIUD28spn3EAoBUKg5jJUZr+OQG8fvzs+K40msKDx/Ny4ojKVpDUVoMHl+Q9fNS6Ry1sre2P7zN/cB/nGBFURKvSnuJ1SpZXZoyZ5t2xOxkeXEyG+alcezaEJsrMsK2fn0TM/xoTwM7F2fx8bVFYdeD2Q7oN+9aRMugmfYRa9iZAsRu7+uX+igL7dDMak6nZty8frGXlFgxBGH2PWV1esMDRrNUZN9YFE/b3RyoG+DuFXlhS7DUOHFwKRAM3rQoP9M6SpRSHu6upsfrqO2exO72vaPv62jIsePOZbloQoOBHl8AhUzK9sosRs1Onj/bFY6lv55xixNfIEiGUUzVjArZd51uGZ1j4TY87aCmbYzP75jPqxd6uXNpDrXdk1zunqQkPZbyjFiGpuxUF4ia4FUlKZxqHqGxf4qyzDheOd/DksIkMo06MhP0HK4XNcFSiYSkmChkUindYza+fHsF5ZlxJBjUTNrcDJrsNPRP0Tpk5ti1YR7fWj4n7W7Q9FYi6NZFmbx2sU+0zQwKvFQjzmQkRGtYVy5qys+3j3OxY5xzIVkIEI4Or8w1Mj8rnhVFSUil4mDls2e6UIcG9J4928XaslRONY+gVSt46Yu3YNAo+dLtFQB8dts8/IEgp1tGEQSBP5zr5rv3Lubrd4qNiVld9Y6qbIA53smHv3krI9MOPvEz8X11tGGI/kk7f79zPhvmpSOXSti5ODss1WseNHN7dTZ3Ls3FEKUkPU7H8JSDxFwNRoPY2TY7PKL3cmY8k1YXPeM2zrWPI5FIqM5PpDo/Abvbz/ysOOp6Jvn5p1a9o3Y8QoT/DhHJxPvkf1oy8V7oHLXy+NNnmZcZh8vrZ1lhEpV5CZxqHsFkc7OsKAmLw8uvjrVy9/I87luZz9GGQXwBgeK0GL76zEW0KgU/enApp1tGsbl8GDQKfn+qg0e3lHG+fZyrvSa+esdClHIpf3izg4W5Ro7UD7KsMJn+yRk6Rq38y/3VtAyZsbvFbvOVHhMri5OJ0Sp5YE3hf7k1GiHCnwur08vdPz7KpgXp5CcbGDDZCYY0vrlJep462soXdy5g/bxUXrnQy+rSFM6E5AISieSG4Tar08uxa0P88mgrO6qyWFqYRGWucc7CbtTspHvMGg6nON0ySlqclrxkgxg60zjM7uV5tI9Y6Bm3ceuiTCQSCfvr+lmYYyQ1JMF47mwXdy3LRSGTMjXjZn/dADsXZ4XfP9cPYQEMTM5Q0z5OaUYs87Pieammm9uqs286nNrQN4XZ4SEvyUBN+zh3Lcu5ofCdsLpoGpgOdzJnOd0yik6tCEfCz+L2+tl/ZWDOwNks9X0mBk12bq3MmtMBfvvxFQSB8x3jjJqdbF0oegoHBYHnznSF7e6u50jDICVp4jDjwOQMl7sn2RVKkLvWP4VaIQu7SLQMmXnhbFdYCiGTSsJfxxuHqe+d4rePrQ0f/9nHt2VhJiqFjHGLk5NNI+xenoc/EORIw2C4aATRtk4hkzJtd5ObZKB9xEqsVsmKkhT21fZzx5KcsATlWv8U/oBA27CZTQsyMBpEeUJdzyQquYxJm5s4nYq6nkkyjXq2LMzgVNMwG+en89rFXryBILlJBr736lU0Shm3V+eQl2zguy9f4cG1hTSEnCD+UgFDs++re1bksbe2nwfWFPLUEXE49ZMbikmL0zJucaJUyEiL0+L0+JmwupiacfPS+R4euaWEBdnx5CVH88alXpYViTMkWxdmcOzaEMuKkmkamGZqxs2fTneytiyV8szYOcc7QoT3SkQy8SGkICWaw9+8NezX2D5i4Y+nO6nIiScjXsdvTrRhcXjZXpmJVAJ3/PAwq0qSudQ5QW6SgeSYKCrzEvjkk2+SHKPB5vLhDwQpSInm9Uu94ThYtVLGtf4peidmSI/Xih84EugYtfLA6gK+9uwlHt1SxpUeE49uKeOruzQYNJEI5Aj/80RHKfnJx5dxtGGIVy70Mm518cimUp460kJlXgJ7v7qFF2t6aBk0U5ASTXJMFMuLkm9I3bI4PJxoGkGjlHFrZRZKuZQdVdl0jFh4/lw3i3KNFIUKr4udYtrWLKtKknnubBcKmYTzHRPcvSIPqURCaXosOpWcl873kJ0gyjGuL8a2VGRw6Oog2Qk6usZsfGR1/k27tbNkJujJTNDTODDN5u/sB8Twh+uH2a7n54dF39Zv31OF1x9Eo5x734nRGqbtnnDQA4i+vTFRSipybvQyVivlpMRG0T1mC3vtCoIYBBGjVb6nYkYikbC8KFm0h7w6QHJsFA63/x2lFLfMT+eZM11U5RlpH7GGi2EQpWWvXewlK0EfToRbU5aKSiHDoFGwulQcSPT4xJTKQECgrmeSC50TJOjVVOUnsKo0hTOto5Smx3K2bSx87mRSGV5/EEEQ8PqDvH6pl8X5ieQmGXjjch/zsuKZlxXP1Iybv/9dDV1jNhRyaXgY0eMP8PSxNlaXplDTPgaAw+Pndyfbub06m9TYKGwuL1anl9wkPf/8yhUa+qYAcffjj0daWF+eyqObS+kcFZM8v31PFXu+sgWVQvaOdnl/LqKjlGypyGBvbT9Oj5/cJH04/lwpl/KjPQ1U5yfy+e3zeP1SH1sWZjBucZJh1LG+PBVfQMDq9IV3XGK0SuL1Ku7/9+PsWprD1V4TTx5q5qH1Rbzx5c1zrAYjRPhLEekQv0/+L3aI3wm724fbGwDElf3wtAMJsLw46V0/YM2hD0OZVELLoJlfHG1h47w0nj/XzaqSZBr6prhjSQ6/P9XBd+5dTHKMhsy/QIpchAj/XTZ/Zz+f3FDMr4+3cWtlJh0jVuZnxZEUE0XPuI1DVwd5fGsZCQYNKbFReP1BmgensTl96DQKtCo5a0PFFMztzgqCwJVeE12j1nAAzoZ56YyYHYxOO7G6vDhDxc7DG4pvGACatUl8fGvZnMJVQNwmT4rW8JOPL58jfXj7YwCxQ3s6lC45PO0gJ1FPYrTmppZmbzaPIJdJGbe6WFqQyLX+KVxe0Yu8JC2W3GQDUokY6Xulx8QtC9I52TRMnE590yS58GMWBJ4728V9K/PDQ4JLC5PecWB2z+U+bq3Muunw3rjFyR/f7OTotSHuW5lPvH7uztLssboQCie6f1U+sW/bffrZoWaiVHL+YecClhQmMmZxMWp2YtAoaBqYZltlFi/XdLOzOpsTjcPcFoqsn7C6qOuZxOXx89TRVqrzE/jkhhJ0agU6tRyVQkb7iIXhKQejFhe3V2eHpSKzEc0tQ2Ya+qYoSYuhY9SKzx9k19IcXF4/++sGkMukxOlUxGpVVBck8sK5blaXpnC5awKjXs2+KwPUdU9yz/I8kmOjeO1iL2vLUkmL16JRyjjTIhbSNpeXf7p38Tuek78Ub1zuw+0N8JsTbQB8a3clz5zpZG15KhNWF3q1EkOUImxr+OTfrCIv2cDe2j52VGXT0DfFl/54ARDDNFYUJ1PTPo5UKqF5YJr52fFzFpYRIrxfIh3iCGHEi7h4sTYa1HOSkt6N6+NnV5WmsCqk1VtZkkKcToXPHyQpRvMX70ZEiPDf5U+fW89HnzjBhnlpFKfFYNSraeibIkaroio3IRSZm4XJJhZMtd2TvHS+B4AnHlpBcVrMO963RCKhMlcMtJl1aolSyck06liYa8SgUTBpc2PUqxm3OFlTlhqOru0esyGTSlhTmsqiXGM43GPWc/grd1QQo1XRNDCNacYdKnAT58ggxi1OatrHkcukrCoJTe5f6mXn4myaB6d56Xw3ty0WpROzqZMl6TEUp8VypGEQvUbJloVispovEKRtyMzey30IgEGjZNBk59DVAdLitMzLeudiePZYrC5N4dWLvTg9fm6rzn7X3aHEaA2TNhfJMWKghyAINA2aaRsykxCt4XPb55GXbEAhl6JXK1hdmjJHnnKmZZRbF2VSlWtEIZeFBwIlEokYuBIIYnP5iFLL2Vc3ENbhPraljHGri9u+f4jPbC7F7Q2QlaCnf9JOcoyG7jEbbm8gHEYUr1eHmwl2txgOYrK5ebGmm0c3l3K8cRiAWK2KJw81Mz3jZmGOkftW5jM0ZScgiJZ3t//gMEkxGn772Fr21w2wuSKDhr6pcCSxWinjyUPNpMdpWZRnpK5bfJ5P7G+kuiARvUbB9169yuNby9FrFDy8seS/dAL5S9E5aiU1NoqPhgJWZtw+usZslKTHkhSt4enjbTywppBfP7qGrjEbE1YXL5/v5kTTCIGggFohY21ZKnqNAoVcyrm2Mc53jJNg0FCRY7xp2l+ECH9JIh3i98lfU4c4QoQIohft/f9+nE9vKuXg1QH6J+383fZ5bJiXxqGrg+yoyuJKr4mecRtGvZjkqJSL1oG94zbykqNZmBOPRCIJd2dnu8M9YzbyU6KRSSX4AwKtQ2bWhny4QSzcSjNiidWp2Hu5j9zkaPRqBdf6p9i5OBuvP8C+2n52Lc1l0GTnTOsodyzJwR8QuNw1EdbxjlucXOycCG+5P7S+SJR5FCfPcZm4Xptrc3rZc7lPDJpoH2fTgvRwQW5zebnYMcEtC9LnHCuH20fzoGi19ezZLuAtO8b/CqvTy59Od/KxNYXoNAokgFIuJTVOS1qcljidKlzUDprsTFhdzMuK42zrGFMzbsoz48KOEfBWJ7xvYiacUBarVbG3tj/sRDD7fGd/Z8vCDC6G/M1nQuEUq0tTqMiOx2RzE6dXYbZ7UcjFgb76XhOvXOihddjCo1vKWJyXEHYUkUklzLhEf93ZIcdAUOC5M53kJhtIiYkiJ8mAIAicbBrhB6/Xk59sYNOCdJBIwkX441vLmLS6KUyNZmjKwd66fu5enofPH+RXx1pZX55KcXosZ1tHaR+28KlNpWF9OYhhHb5A8P9UhP3m7+wXpT31gwBhp6NPbiimY8TC4vxErvSIQ5yPbCpFIZPQNix+Xy6VkBIbxWsX+5iXFYfN6eXp4218977F4SCUCBH+HEQ6xBEiRIhwHfF6Nc98bgMfeeI496/Mx+MbRq9W8I3nLtPQN4XHF2BRrpHdy/J4+XxPOPWrKi+BqrwEOketvHy+h6QYUVJxumWUcYuTihwju0N+t82D02hVYoDGsWvDdIxYWFuWyrTdHe7+rihO4XuvXaVpYJpHt5RxqnmE5BgN/qDAvrp+FDLpHE/fGbcPECUR3eM2/EGB6RkxWjcQFJi2e8L+tFkJOhweP1EqBYIgMDjloHXIjE6j4NO/PMPaslTOd4wjlUByyLvY5vJicXjCXWgQO9yl6aIjw8MbislNMtAzYeOupbnv6gzj9Qd44Vw3L39xE0evDYUdCjy+QNjD2TwbC4xov/jbkJRkXXnaDbKQ68lO1JMer+Xl8z389mQ7X769guyQREunVmBzeclK0AHJfOkPFxiadtAxYmF+VjzFaTE4PX7+40BT+P62LcrE7fVT2z2BacbNLQvS+eiaQjpHrVidXlJio2gdMnPPinwAXqrpJtOoQ6dWcLh+kE0VGSQY1LxwrpvsRD1HGoaI06l4bEsZFTlGTjePoNcouHt5HoYoBU5PgBdquvn0plIUcikmmxuL3cOzZ7vChWRQgGWFSfzwgaU3HOf/i0XioW9s4z8PNrG0IJGrvSa8/iA5iXqsTi9nWsdQymUUpkZTlBqN1xcAZNy5NJdXLvRw7Nowj24u5ei1Iabtbup6TPziU6vmWORFiPA/SaQgjhAhwocGo0HNP99fzYs13YxZXBgNYtjCpM0VStry0zQwTU6SHq1KgT5UaBk0SnKT9Li8fk41j7C/boA7l+awa0nunCJOJpUQFETpwC0L0umfnOG5s130jNuQy6R4/EHidSq+c+9ijjYMsrMqK7wVf7RhiAGTnUe3lLEnlG6HIPDk4ZbwFvPCHCPLCpN47mwXr31pM4euDnDHkhw8vgDNg2bq+0xhzabD4yPDKEbe+gNBNEo5drePZYVJxIfkGy+f72FvbT+nmkf4xp2Lws4YsyEdG+alUds9yYLseJJjo3j1Yu+cwbXrEQQh7GWs1yhI0KsZmJwhM0GPSiEjJ8kwp9ixOr28camP5UVJqJVyTreMkBKrpTLPeFNnjKAgcLZ1DLVSTIZLitFwtm0Ul8fPk6Hn/JnNpWQYddy/Kh+r08u41cW41UXbsIXVpSkUpkTTMWrFENKFH7gyQJRKTkl6LENTYqywUa/m2LUh/u63NfzNxhJMNjfxehU7F2fzyoUeqvISiI5Skhitwe0TZzO2fPcAH1tTiEIm5WeHmnlofTHPn+smVqdi15IcBEHAL4ihIV5/gLzkaP75/mrqe03cMj+dU80j3F6dzWc2l93wvP8vI5FI+Ntt8wBRUyyVSOidmCE7Uc+tlZn4A0F+ebSVB9cWEhTgt0da2LQgnU9uKEatkKFUyFhVkkLvhC3iKxzhf51IQRwhQoQPFVV5CbQPW0QP1jc7uGd5HotyjaTHa3nyUDN1PSYe21LG8JQDjz/AfT85xic3liCTQFlGHFlGHV/dtZDEaI1oDWV3kxanZXF+AjKplEBQLHzGLU6aBqaRSaWcaR0jN8nAkoKkORp+iUSCxxfgao+Jf/3YUi51TVCVl0CcTh3WEX98XRG5SXoqskVnhwsd41TnJxKlkhOjVTFqdpISG8WiXCMOt48v7JjP8JQDXyDI1IwbqVTC2eYx1pSmoFHJ+d3JduRSKSqFjK0LM8mI14q2V6Gup06t4JULPdy2OBtDlBJ/UEAuk5IWp6U6P5HXL/Vxe3X2DUXxgSsDrC5NCWuGV4bcNe4z6m743eEpB6dbR7lvVT6XOifICYWeDE87OFwvWkGmxUWxKBSb3D1m5WLnBGtKxaGy2WG/tWWp7K3t51t3V9I2JIZT6NQK+iftbFuUyR9Pd/K7k+28/uXNYe9jQRC4+8dHOd0ySn6ygcEpBwq5jNcu9qKUSynLiEOjlJOfbCDTqKNt2MxUqKtd2z3J70918EgoTlmtEAOPALRqOYvzE0XfYqm4qNi9LDccbf3Q+qLZs87XQ048L53v4Ys7F5CbbGDXda4mf43M7gbsqMoKexUvKUhkQXY8dT0mojUK7g8NW378p6eIjlKyr26AR7eURcKZIvyfIKIhfp9ENMQRIvx10zZsYV9dP0cbhliQHc+2hZn0TNgwaJTctSyXhr4pfn+qneZBM69+aRNalYKOEQtTMx6WFCby2sXesOfuoMlObfck++v6Mc24+djaIhINaqryE1ErZOy53Mf2qiyu9proHZ8hTqfCNOMmK0GHyeZm66JMpBKJqCWuG2BJQSInm0a4c2kOGqWcPZf7WFKQiCFKyYHrvH5ngx3uWZHH/isD5CTqKcuIC9vGWRwefnqwmTOtozy0vgi1Qkb7iJXjjcNhreas/tbjC/CPL9ZypcfEa1/aTJRKLCBnXRNm6Z+coaFvao7Dxfn2cbRqOfPfNnTXPWZl0uae43TRPDhNz/gM2ytFfawvEGR/XT+3V88tCIem7NS0j/Pr422hoUdxyEoA5FIJ/3GgifR4LX+/cwF5SQb2XxmgINnAH97s4Fr/NCVpMSTFRHH38twbgj5sTi///MoVBCAlRkyYu2VBOs+e6aRrzManbikhOSaKlkEzq0pTmJpxc7xxmEyjjpZBM1EqOYtyjRSmxjBosjNpc2PQKPj2S3X4Q4XwU0dbuX9lPlKphM5RK/JQctzscf0w4Pb6mbC5udAxjlIuRatSEAgGKU2PJVqrIjoqYscZ4S9PREMcIUKECO9CcVoMxWkxfHHnAmraxvj2S3X8zcYSfnWsleONw3xmcymrSlL47n3VvHqxl93Lcqntngy7qijlUtxeP2qlnOTYKNRKGZV5CdR2TRIMChSnxYaT30BMlKzMTWBRjpFzbWP8+rhoV/XYljL2zUokgKeOtPDUkRa+sGM+LYNm4vVq1pSlsudyHwqZlB2Ls3B7/djdfuxuH75AkC3fPcDfbitHIhGLr/Md4/gDQSQSCbuX54acGmRER6koSInm73fOp3nQzHdfvsKZ1lECAihkEpYXJbGjKou9tf3kJOpZnJ9ww3HLStATDOmdt1dm0TFiwe3zs6zoRnu3vORoroSiklUKGTVtYwSCAjuq3rLTUsikBAVuSMWbDnVlH1wrhvnIpBI2zk9HJhUXDld7TSjlMlwePweuDPDUkRa+fuciti7MZHtlFg6Pn/11/TcUwwCGKCUapZzMBB0nGoeZtLmJ0SpxePx4/UFahyxYHV76TXbMl/tQhVLg5DIpE1YXOxdnc6lzgpfP95Bh1KJSyGganKY0PZb2EQsefzD8t/50upPnP79xjmvPhwW1UnRbme2iR4jwf5lIQRwhQoQPPcuLk/nstnJaBs2iL2x+AhaHF38wiN3tIylaw87vH+Jbd1cyaXMRr1eLrg1tY+g1SvomZ9g4P42tCzN5I7aXbZVZvNk8gtXpZU2pGJHs9QdEJwW7m5K0WD6zuZS8JDE9b7b7eaRhiG/dXcmYxcWqkhSm7W6mZjxc6TXxp9OdgKilNRrU6FQK0SNZrSAxWoPd7UMhk+ILBBmaspNp1JEap0Uhk6JTy0mOieJS1wR7Lvfj8vqJ0aroGrMCooxgcV4SNR3jLCtMojpf4Hz7OI88dZr+STtxWhUKuSizUMqlqOQydCoFn/31WRZmG7lnpZjeJpNKbpBHbK7I4EjDEDKphIz4m1u3VeUaqes2UV2QiMvrZ19dPwXJ0dy9PI/6XhMxWhVRKjkvnOticX4igyY7n9xQgkQiSkikUgkvf3ETz57p5NWLvXx6Uym/ONLCG1/Z8o7n/Ku7FrLz+4f4+Dqxc36yeYS0OC13LMnG5fFzsWuCQ1cHuWd5HvF6FefaxshPjsbh8dM9ZsPjCxAUBP7f87UAPLyhmHlZcbQMmfndyXYeWl/Mb060cdey3A9lMRwhwl8bkYI4QoQIEYBNC9LpHLFSkGIgIVrDP79yBYCMeB2do1aKUkX/4o4RK1Mz49R2T3Kxc4IdVVncvyqfON1bw3UKmZSN89PxBYL8/mQ7L53voaZ9nE/dUhK2UOseszIvK54YrYof77kGEti9LJesBD2Hrg7g9QeI1aqo655Eo5TxuVvnsaQgkWPXhslLig5rkdtHLPzxb9fTNDBNy+A026uyuWd5HrdV59A7buNvf3MOrz/I7dXZ5CdH8827FtE1ZsPrD/DVXQtpH7ZQnhnHP71UR/e4LRxnHKWUk5tkoDwzjrLMWLz+IF5fAI8/iNsX4ErvJB0jVqKjlJxvH8frD+IPiJ3R69PxJBL46cFm5mfFsbIkhZ6JGbQqOQkGDQkGNUaDmswEPZe7J1ErZbQPW7i1MissLchPieZCxzgb56dz38p8ntjfyMFQkArAsWvDdI5aEQSBolDX3x/ScasVNw7nzaKUS4nRKlErZEzaXNT3TqGWy1i0MgGjQc1L57t55nMbONk0zG3VOYxbnDyxv5G6HhNef4AdVVmUZcYiCwVJKOVSbpmfzsXOCSasLpweH7uW5vDA6ohPe4QIfw1ECuIIESJEAJRyGZ/bPo/bv3+IVaUpfHpTKRKJuHW/cX4a2xZlMjLtwOHx4fEHqMxLYGGOEaNBDPkwO7yoFTIsTi99EzM09E8RCARZlJuAxx9Ao5DTNzHDtf4pGvqmqGkfF/+wRMLRa0MAFCQbqO81YXF4uecnx/j0plI2V2QQpZLz2sVe4vVq7lmRx4nGYUbMDvKSRB9cgPLMOBKjNTxzupNLXRO4fUEyjTre+MoWXr3Qy8KceB791VlS46LINOq50DHOY1vK+NmhZnYvy6UyL4Gdi7OozEtAEOBowxB/v3MB+2r7idGqwtHJfRMzXO6a4J7l+eQlGchK1GN3+dg4P/2mx7Vz1Mq37q6kb2KGzRUZqBUyHG4fkzY3w9MO6vum8IXcCJJjNOxakkNd9yQZRh1p8Vp0agUOj5/WITP1fVPctjiblSUpKGRS5mXFYXV4+dquhZxoHCZKJWfTgnRmXD42hBYe74TV6UWCBKVcykPri0kwaNiyMIN9tf0caRhi19IcPP4AMVoVX33mIhXZRr66axEnGocoSI1hf90AL5zr5pV/2ATAgmwjO79/iDuX5jAwqSFGq+JC53gkdjhChL8SIkN175PIUF2ECB9cfnWsFa1Kzu9PdVCQEs36eWkcvzZE15iNRzeXsq0yi1fO93DvynxeONfF3cvzkEgkXO6a4BvPXQbg94+vIzk2CkEQ2FPbT5ZRh9PjZ8ruRi6T0tg/TVaCnlidkvR4nRjmUZbK2dZRvIEgI9NOUmOjSIvTUpmXwNFrQ2yvzCIQFBi3ODl2bZhnznTy8MbisE2ZBOidmOHAlQHuX5kf3qqfdTp4dEsZHSMWjl0b5tA3toXlDR954jjV+Ymkx2v55dFWPrGuiN3L88TY9iEzUomErAQdB68OkhStYXlREgKwt7af2xZnc6FjHIVMSmXeXM3xrH3b/asKcHh87L3cz70r82843gevDlCQHM2FzgnuW5mPxeFh0GRnxOzE6w/w88MtVOUlsKQgkTidiqSYKM63izrpgpRoHB4fTm+Ap46I9muf3lTKn0538Mo/bL7p+fUHgjz6qzMo5TKq8hJ4bjZ8ZHMpEomEnx1qZsO8NNbPS6Nr1MpvT7bz4NpCNEo5vzjSwiO3lGBxennhXDcfX1fE7062U5YRy7/cXx0pgCNE+D/Ge63XIgXx+yRSEEeI8MFHEAQudU3w/56v5Qs75uP2ikNXTx9vI9Oo47bqbBxuHw19UyzIjqcsIw6VQobbF2B4yk4gKFCZl0DbsIVgUOAHr9dz38p8bluczanmEaRSMclsVvMK8LvH19E1aqUoLYZ4vYrjjcP8eM81olRyPr6uCKkEkqKjiNEqudw1SVAQuHNpblhi8MqFHnYuzubl8z1smJeGzemld2IGfShC+mrPJDKZlNMto6wqSaYix8h/HmjisS1lnGsfo753ise2lCEIAkgkSCUSfnqwiU/dUsKWhRloVWIM/NCUnTGLi6pQEXyyaZjEaA1lGXHh4/fGpV7WlKUSoxUL8+4xG4MmO2vLU8O/c/zaEKlxWkrSYxm3OLnaawpHSYPocjEvM46a9nHuW5mHxeFl1OzkNyfaaB40c9eyXD66uoArPSZ8gSAzLi9jFhevX+xl/9e33fS8PvrLM1TkxPNKyNZuVnstlcDK4hQa+qcoSInmuTOdJMZEcf+qfA5fHUSrVvDE/kZ2L8tFKpWgUyv49fE2nnpkNdmJ+j/jKy9ChAh/LiIuExEiRIjw30QikbCkIIlD39jGr4618trFXtaVp/HZbeUoZGIc8S+PttAxYmVhrpGuMSvBoMDkjJuq3ATaRyw8+J8nAfjcrfN4YHUBC3ONfPP5y3SOWrknlHDX2C8WodFRSn51tIVz7eM8vKEYtVKG1eHl1spMchINOD0+1pWnkRit4Y3Lfdy5TLRfe7mmm80LM8RhN7UChUzKHUtyuO37hwCxM+z0+sMxwgUpovPCrD9yUrSGUYuTT6wrYmSBk6r8BHRqBRc7JugZtwGixdv1dIxY53SE15WnceDKAJqQ9rhz1EqCQRMuhgHykg30T87QM24jN8nAmZZR4g3qcFRzUkwUcpmU4SkHafFazraKXsG5SQZ0agWvX+pjaUES9X1TfP3ORZxtHaUyL4HHfnWW4WlHWAKya0lOOGHu7QSCAt3jNlaWiBHIgiCQGK3BoFHg9Pp56MlTAKEFwjixWhXJMRqePt7GkoJEPramkOFpB8cbh3nyb1Zxd+gcRogQ4a+bSIf4fRLpEEeI8OFkb20/QUHgyUPN/N32edicPjYtSOdM6yhlGXH8275rdI5aeWh9MUsKEjnTOkrrsIUVRUn8x4Em8pIMbK/KwuLwsKQgicefPsOdS3N56XwPZRmxZCfqcXr85CUbeOZ0J3+3fT7ZCWIcbnlmHCebhqlpG2PG7ePxreWiswMS9tX1c7pllLuX5xIUZofGVLQMmdGrFWQl6AkEg0zZPbQPW9CpFbxxuS8cG1yYGs268jSmZ9yMWVwUpESzpCARrVouFr+5RvZfGSArQU9VXkLYv/jtvHqxl6q8BM62joYt6q5HEAReONdNUowGnVpxQySxIAg8c6aLylwjE1YX5ZlxdI/ZGLU4OXhlgN6JGb5x1yIW5ydy+OoApRlxtA1b8AeCLM5PoLZ7kt7xGQ7VD3L4m7fe9Bz+04u1TDs8tA5Z+Mzm0nC638MbitFpxGNV3yt2nFNjtfxoTwMPri3kZNMI87Pi8PiDfHHngj/DqylChAh/aSId4ggRIkT4CzDrobujKovfn2zn+XPdKGQSnjrailQCP3pwGS1DZuwuH488dZpv3rUIrUqO2eEFoDg9hif2N/LIplIe/dWZsFzigTWF/PHNDipzExgzT+MPCCjlMiwOD/90qoPhaQePbi4lKMC59nGio5SY7R4CgkAgIDBqdmKacWNxeqnMTaAsI5ZJmxuZVEKCQcOjvzrDrqU5+ANBjjcO87VdC5FIxC74Q+uLKM+Mo2d8hvMd4wxNOVhelESGUUdN2xilGbGolXLuXJpLy5CZ5892MWCyM2CyY3V6sTo82FyiJ7JMAn/z8zfZUZXFnst9Nz2G/ZMz/PZkO49uLr3p73SMWPjjmx2sLROlFfkp0VTlJ5ARr8NoUKOSSzl0dSBcyD62pQyZVMInn3wTgNurswHRok56k5hpqVRMpFtRnExanJbPbC7F6w9SkWPk8afPcssC0e/40NVBtlRkcMuCdKbtHnRqBY9tLb/pfUaIEOGvm0iH+H0S6RBHiBABRLnDF/9wgX+6t4oBkx2XJ8AzZzrZtTSHQ1cG2VSRzuuX+vj+R5dQlhEbHoB7J2xOL1995iIb5qfz1JEWHt1SxtUeE6UZsSwpSORy1yTrylPx+oPUdk+wqiSFfXUDrC9PZcLmQqdS4AsEaRqcRq2QcaJxhB1VWawtT+X5s10o5FLWlKbywH+cAAjLDOL1Kn7z6FoudE5QkR2P2xvgzZZRfnOijS/uXIDL6wfEpLirPSbOd4zzvY8sITpKSXSUEkOUAqVcxtSMmEw2bfdw/6r8OWEbIA7avXium1sWpHO+feyGLvOAyU5t1wQBQQgFXViRAPOz4mkfES3i6ronkUolTNncJERryE3SU5oeyx9OdRAQBB5YU8jPDjZRkBLNrZVZvJ1AUGDbPx9g26JMDlwZ4JFbSjh4dZABk52HNxTzdCg05V8+Uk3rkIWeMSvpRh0PrS9+n6+SCBEi/G8RGar7CxMpiCNEiDDLD1+vx+sPcKZ1jNS4KFYWp3Dw6gCLcox88bYF/2UR/E70TczwyFOnuWNJDgkGNb882kpJekzYUuynB0VN8E8+vozS9FgE4I1LfdyxJIdRs5M/nGrnRNOIOCQHnGwcpnXYwuNby1lblsqJpmHKM2IZnnaiVctxuP2Y7W52hJLYBkx2Xj7fwy8/vTqsBTbZ3JxtG2VBVjxjFtcNCXUv1nSza0kONpc3FD+dO+fnb1zuY3VJCrE6Uc4xZXOzqjQl/Hzr+0zctjibAZOdMYuTJQVJBIICJxqH+dGeBkrSYti9PI+KnHiONgxx2+JsDl4d5In9jXzptgXE6FR87ZlLrCpJYWjKzi8eWX3DcXV7/dz2g8M8uLYwPATYODBNvF5FgkHDxc5xJiwuMhP0vFjTzd6vbnnf5zBChAj/u0QkExEiRIjwP8SOqizOt4+jUyuIDel2716e998euMpO1PPyFzfx88PNtA6ZeWB1ASmxUQxPO1HIpfz4wWX0TswgCPD6pT4E4PDVQbz+AAkGDf9wewW3VWcz4/KxOD+RaI2Sf0iJpqF/isP1g/RNzjDj9LJ1USYWh5em/mmePduFyxtgaWESSwuTWFWSQsugmeXFyfgCQQ5eHeD+VQXIpBJqeybx+o3hYrF7zEamUYdcJiVOp6Y8M47TLaOsDhW8naNWEvTqsB1caXosp1tGaR0yo5TLaB6c5rbF2UhwULlWAABFIklEQVQkErIS9FzqnKAqL5HjjUMEggK/+swahkx2shP1PHWkhcP1Q0gkEqQhBcOoxUViyJfZ7PDQOzHDE/sbWZRrZGGOEafHzy+PtjAy7eSB1QWUpMdyuH6Q443D3L8yH68/yNefvUR1fgLeQJDG/ql31CFHiBDhg0WkII4QIUKE/yYl6bGUpMeyYX4aBo0SAWFOct1/B71GwZdur+BS5wTffP4yD28o5pkznTy4tpAZl49AMIhGKUMuk+APCPRNztA9ZkOjlGO2eyhOi+WVCz2UZsRidnhIi9eSHBvF6ZYRfnWslfxkA9mJeqK1KtbNS6Nn3IZSLqVt2ExyjIaU2CjOt48B8PrFXnYuzkYWqkBvmZ/OsWvDbFuUGbaou3fFW4uAotQYxsxOOkYsZCfqudw1MWfQzuMLkBit4XO/OQeI8o29tf3MSnSfPt7G08dFycaSggRitSoudU4QCAosKUjirmV5tA6Zsbt9vP7lzZxsGmHQZOffPrGcQCDIv+9rJD1ey3dfvsKiXCNXekxIgB2Ls/jj6U5S46L47NZ5ZBp1aFRicEp1fgJ6jZLjjcORYjhChA8RkYI4QoQIEf5MZCX85bxoqwsSefHvb+G7L9chk0rQqhU8dbSFUbOTzRXpPLKpFK1KgVQq4bbF2bh9AWraxpi2e0iO0bCvdgCZVMKJxmGm7R5WFCdz+Ju3hkM15mXGMTRlZ3tVFovzE7E5vRy9NkRQAK8/yOH6QRZkxxMdpQw/plkZhcXhoXPUSlVeQjjsY5Y1Zam8fL6H/XUDVOYlsLe2j2DIwk0hl5GTqOdjawpRKWQsyI4PH0OvP4DF4cXnD5KTqKd5wMy0w8OvjrUSr1dx74p8pmbc4dARpVyKIIghJPetzCdOp2Jo2sGJxuGwTjo/2UDXmI2y9DjidGpSYqOYtrvxBwUkQF3PJOMWF4/cUhL2dY4QIcKHg4iG+H0S0RBHiBDhfwNBEPjlsVYudkzwd9vn0Tcxw4riZM60jiKTSrA4vOyoymJqxs3UjIcpu5uOESsHrgwA8ODaQpYUJJGZoEMhEwfeTjYNkxQTxaDJzsqS5HD4htnuobZ7kp/sbSAoiH7GEiBWpyIpWkNitCYcKw0SbqvOZmTawfC0g2m7J/yYx8xOXr3Yy+duncfmivQ5g3Yur59j14bZXpnJvroBitNiKEiJ5sWabrZUZOALBDnfMc72yixONY+QYFDTNmxhdWkKgYDAhc5xDBolSTEazHYPKbFazneMs3VhBuc7xkmP0zI148bs8JKfbOAPb3bQPGjm4+uK0KrkHAhZuX1iXRFKhYynjrTw0dUFPHO6k0ORDnGECH/1RIbq/sJECuIIESL8b2FzefnBa/UIQF33JJ/cUIxGKaO+d4qzbWM8tL6YsoxY4vVq4nQqLA4P5zvGkUmllKbH4PQGGJicwR/q1MqkEloGzfRNzHD38jzMDg8SCcREqZiXFUesTsX+un52VGUTFATMdg8TVhfjVhc2p5efHWomKVrD/avySY3TkhanJU6nCneLX73Yy46qLOp7TQxOOdhemRnWHR+7NkRlbkJYV3ykYZA3LvVx38p8StJjUcilnG8fZ8ziJNOooyQ9FqfHzz/84Tw+f5Cv3LEQjz/AL460YHF4eXRLGf5AkF8ebWXbokyyE/XhQJIv315BrE7FmMWJyebmtsXZ7KvrZ9OCDI40DJKVoEcQBA5eHaS2ezIimYgQ4QNAZKguQoQIET6gqOQyarsnub06m9sXZ9M1ZsWo17GqNIWv37WI5850kZOoR6tW4PT4OXptmPtXicltz57p4q6lOczLfCti2R8IEgj5E0ulEu5YcmPgxmzrRCqREK9XE69XU5wWw57afp56ZDWdo1YyE3QUpcbMuZ3L60chk6CQSVmcn0hhqpeXz/ewpCCJvGQDFoeXWJ2KUbOTy10T+ANBusZsSKUSWobM+PxB2oYtHLgywGc2l9I3MYNGKSfBoEEplxFvUJMSE8WWigy0agXzM+PIMOqYcfmQSiTcMj8dqQQ2zk9nz+V+fvB6PY9tKUOjlLP7x0fZtiiTmvYxJqwufn+qg/xkA7dX5zA/K/4vdv4iRIjwf49Ih/h9EukQR4gQ4b3yxP5GYrUqnjnTyb0r8nj+XDe3V2fz+qU+HtlUij8QZPey3Bv0t+/E15+9RFaCjrVlqfROzPCTvdcAeHxrGQUp0WQa9bxyoYd7V+bz/Nkudi/LRa0U+x9Oj5/XLvZy/6r88N9rGTIzZnayfl4a59vHcfv8rCtPm/M391zuY+fi7PD/BUFgz+U+FmQbyU4Udb97a/tYkBVP5nVa6sP1gywtTJqjPRYEgbOtY/ziaAvp8Vqq8xNJiYmiKj8BpVzG8LQjLAUZszi52DHOrZVZPHe2i11LcrjSayI1NorsRD0v1vRwtdfEg2sLyTTq2VfXz4TVxUdXF6BVK3jxXDcSCSQY1Hh8AQJBgdWlqXSOWpFJJfRO2FhXnsbRhiHi9SpK0mN54Vx3ZKguQoQPCO+1XpO+408iRIgQIcL7IigIXO6a4CP/fpwv/fECB64M0Dw0zUdXF4S1tfF6NY9sKiUQCPKHUx185ZmLbP7Ofv74Zgfn28ff9f6NejVjZief/fU53F4/T39mDf9yfzVbF2YiCHD02hDtIxa2/8tB4vVqZtw+ZnsfUSo5a8tTOXh1EBCt0AZNdtaHvI2XFSWRHq/jlQs9BII375cIgsAbl/uoyHmrGAbYXpnFxa4Jxi3O8HGwubxzimG3L8CbzaOMW12Y7R6So6OQSSVM2ly0D1vwBYKkxWkZMTtwuH2caBxmx+Js5DIpO6qy2PWvR/jX1+tpGjSzr24AfyBIQ98UNe3jXO6aYNLm4sCVAc62jXG0YRCHx8efTncyanaCRIJKIeMjTxznTOsophk3Z1vHeOA/TqBTy2kdtvCpX5wmPV475zFHiBDhg0+kQ/w+iXSII0SIcL59nL7JGZ453cnfbCzmycMt3L8qn2fPdLGlIoPU0EDXwhwj//hiLbdWZhIIChy6OsjG+WkcuzZMRryWwSkHq0tTsDq9JBo09E3OMGF1cf+qfHZUZYWH0IKCGFDxr2808NOHV9I5aiVKJWdoygGCQFJMFHa3D4kEMVLZ6aUqLwFBANOMO6x7UCpkTM94cIdsz2bjqK/HZHNz6OoAdyzNQatS8MblPm5bnB0uhhfmGG/qqhEUBJ4/28W2RZm0DVtIiY0iw6jjWt8UXWM21EoZSwoSSTCIQ3DX+qdYU5ZKUBDoGbPRNmLBHwhyumWU5kEzn9xQjEohA0EgSqXgSs8kMVoV8Xo11fkJ1PdNsakigzMto9R2T7IwJ57S9FiGph2Upsdy4MoAa0pTaRkyc8uCdDpGLHz21+d4YHUB96zMZ19tP+nxWo40DAFQkR3Pfxxo4rePrSU1TvsXfPVEiBDhf4KIhjhChAgR/kJMzbj5yp8uYnf72Dg/ndursxmedvKfn1xBXY+JXUtz2FGZxa+OtVLTPk7HiIXHt5bx04PNpIWKrNMtowCkxEYxOOUgPzma35xo4+GNxRy9NsSywiQmrC62/fNBPr6uiN+dbGfTgnSONAzxyKZSHn/6LLcsSKcg2UBt9wStQxb+9Ln1JBg0WJ1ejjcO87E1hbxwrpt7V+bPefwOj4/fHG9jX52oy33jUi8SiYS0eC35ydFERykxGtTctTyPV873sGG+2D0WBIHXL/VRmWucI4u4HqlEwt3L83jubBfNg2aWFCRS12NifmYcdy7NmSMLiQ0N/M3eLj8lmmitkjOtYyzOT6R50IwEyErQsSArHolEQpxedLhIjdPy04NN7K8bIBAUUMilnGoeoSgthtoeE78/2c7aslQe3VKGSiGjZcjMtf4p2octHPrGNlqHLbx+sZfeiRn8QbEAL0mPYW9tP9++pypSDEeI8CEjUhBHiBAhwntEEAS2fPcAuUkGcpMMnGoeITFaTfuIlaMNQ8TpVASCAq9e6GXQZOcLO+ZTkR2PVCpBJpVSlhHLfSvz+cZzl/H6gwBc6ppkVUkyXn8AEAtDEIvFotQYHlxbiD8Q5AcfXcLl7kke2VSK1xfgb7eVI5NK2LIwE7cvwPc+soSXanq4a1ku+2r72b1c1CSXpMfSPDg9J6K4ZXCa+1cVsCDbSGl6LEaDmkBQYHjaQV33JDMub/g55yUbOHR1kAmri1f8QRaHgiu6x6xM2z1M2z14fOJjv367sWfcxtVeE/My49Cp5TQPmZm2e8hO1JNgUN+gl+4es3GlZ5J4vTrcsY6OUoY7zS+f7yHBoCFaq2Tc6uJ0yyibKzL4yKoCjjQMkZ2o598+sRyb08vwtAO3L0Dz4DRHr4kpd2MWJz/a08CWigz21vbj9gX49fE2AB5JKQVgSUESRakxLMo1/plfOREiRPi/TqQgjhAhQoT3gC8QZPu/HOSrdyxk2u4mRqviVPMIWpWCpQWJ3L0sl288dxm3L8APHliC0+Pn2TNd7K3tZ315KieaRgCI1arQKGW4vGIRuTDHyJnWMfKSowGI16l5bEsZO6qy2Fvbz+9PdXD/ynwGTHZePt8DwGe3lVORbeRKr4ma9jHKMuKQACXpMdzxw8PsWpJDy5CZ9Dgd87PieP5cNymxURxtGKY4LYZ7Vogd4/lZcVzpMbF+XhoyqYRMo45Moy78nAVBoH/SzrFrQ5xpHeN44zBOj5+sBB3xejVpcVrmZcaFB/aux+ML8OU7FvLiuW42LkhHo5QzZnbSNWblfMd4WL7x5OEWLnZOsHF+OnddN1gYFISwhrk4LYbkGA0nm0b43mtXAfj0plI6Rix0IDpZfOVPF6nIiefja4uoyI5HIZOSFKMhSqVAJpUgAR7dXEqCQcPRa0Mo5TKeeGgF/ZMzHK4XJSz3va2THiFChA8PEQ3x+ySiIY4Q4cPDs2c6mbZ7cHn9VOYm8IPX6wExqKJl0Myp5hF2L8slNU5Ly6CZoCBwvHGYW+anM2V3c6XH9K73v6Uig0P1g9y3Mh+Tzc3Ra0PsXpbLuvI0UuOi2Ffbz53Lcnmppod7VuTh8QWoaR/j9Ut9tA1beHhjMTq1gsKUGJoGptiyMJNRs5PhaQfjFidPHW0F4IcPLGVeVly4Cw3w2sXeG2zWAkGB+j4T/RMzqBQyitNiaB404/YFiNEqsbt8rClLJV5/83jq4WkHPeM2VpWk4PEFeOFcN3cuzUGrVsz5vebBaS50TGC2e6jMM2Jz+cI/k0sl/MeBJj6zWezeRkcpKcuI42TTMAkGDUkxmnDX+2TTMKNmJ4WpMUzNuPnJ3mtsrkgnPzmanx1qpiAlmq/fuYhLXRMkRWvYc7kPq9NLeWYcr1/q48u3V7C6NAW5LDJnHiHCB41IMMdfmEhBHCHCBx+nx883nruE3e1jS0UGl7omyU3SszDHSM+4jd3L83j1Qi9dY1bmZcbh8Qd56kgLt1dnEwgKqBUyXgp1dd+Nu5blkhitYXVJCvvq+nnjch+f3lQa8tIFpzeAyeaiOC0Wp8dHUBDdIkrSYjjfMU4gKLC8KJnsRH3YHk0QBC52TjBoslOeGRd2e2gZsiABFmTHk5Oo5/VLfdyxJAdBEOgas9HYP4VEIqEiO56cJPHa9lJNN7dVZ7O/boCdi7MIBAXebB7F6vSypiyFBINmzvN56Xw3u5bkIpOKhbfHF+DFmm7uWJKDLlQUtw1bGDDNsGlBBp2jVoanHKwtTw3fx97afhr6TCwpSGLj/DQkEgk17WOkxmrJTtRzuH6Q3CQDWpWcpsFpNs5P5+En32RFcTKbK9JpHjTjDwTxB4KkxGoxOzz8ZO810uO03Fadzc8ONfO328rZuihzzgIhQoQIHywiBfFfmEhBHCHCBxeb08sD/3GCpYVJZBh1eHwBVpem8OM9DfROzPDo5lJ6JmY4dHWQ79y7mPwUAyebRnB5A0QpZaiVcp7Y3whAUoyGcYvrHf/W1oUZeP1iKMYn1hVx17JcDlwZYHtVFlKJhM5RKy/VdPNmyyh3L8/j4+uKwoXm1V4TMVFKshP1nG4ZxeX14/EFmJcVz8XOCarzE8hLjmba7qZ5wMyq0hRA7AA39E3RO2Hjl0dbyU82sGFeGvkp0ZRnzu0gd45amba7WVKQxNCUnUGTg2VFSQBhN4gpu5vVJSkkxUQxNSN2xG9ZkD7neXr9AZ4/KxbF4xYnnWNWti7MDP/8bOso8Xo1Jemx9E/O0DMu+gMPTzk42TzClooMTjYNs3t5Hv5AkGm7h58dbOJC5wSPbCpFKoGfH27hc7fOw+Lw8PtTHexcnEVZRhzfe/Uqj24pIxAIIpNJef1SL1+5Y+ENISIRIkT44BFxmYgQIUKE94jN6cXs8PCLIy3IpBJ8/iC7luRQXZDISzXdnGsfR6OU8fNPrWLP5T42zE/HdrGXwpRoFHIpxxuHefpYGw+sLkAmk/LE/kbUIalBfd8U1QWJXOqcYOfiLPZc7gcgP9lA15iNc21jfGxtIQ6Pnzi9ij2X+3ixpofucRuZRh15SQa+smshZZlxlGfE8cK5Lm5ZkE6CQUP/5AwLFmcjkUhYUZzM4fpBnjzcwvKiJB7eUEJqXBQAKoUMT2hoT+wEWxkwzSCRSMhO0JNh1LG2PJU43VwJhBDyU57V1qbH67jQMRH+uVwmZf28NAIhl4bTLaOcaBrh73fMp2vUijcQxOsP4PMH8fgCJMVouOtHR4jVqvjm7kWMWZzE6VQo5TJWlqTw2sVeYrUqzraOcf+qfCasLoam7USp5HzkieNkxGtRKmTIpBLidWrUSjkKmRQEAZlMxsMbipHLJKiVch7fWs6K4iRerBE79IGgwFNHW3lsSxn/+cmV4U51hAgRIkCkII4QIcL/IQJBgbruScoyYlErZWH/3T8HQUFg5/cOsXt5Lnsu97E4P5GTTSPctzKf58528a3dlWEbtZONwzx7tgu9RsF9qwpYkB1PhlFMRXuxphuby8c9K/IozYhFLpPi9gZ49u82cL5jHJ1awUdXF+Dw+FHKpdT3TVGcGkOmUYcypFHdtiiT5JgoFuaIbgbry9MIBgVWl6RwrHEYl9ePyeamMCWaorQYvL4AaoWMvGQD2Yk6jjQMIZdK8fiCXOqcYGTagUwmpSI7nke3lHHL/HQaB6a43C0WrxqlnD+d7sTm9CKRSChMjWZHVTYOtw+1QsbminReONfNxvnpJEa/JX842zbGyuLkOY4QcToVUzPuOfphmVTKssIk9tT20zNu4+ULPWyvzEKtkKFTyVHKZSjkUpRyGT3jNrz+IFKJhL6JGa70mPAFguH7evCnJ6nIiUd3WYxnzkkysDg/EZkEcpMMdIxa2bowi5q2ce5alsvCnHhWlqQglUi444eHAVHb3dBn4qcHm3hgTSFLC5N46kgLTz2yek6QSIQIESLMEimII0SI8H+CCauLn+y9xtVeE3KpBH9QIDtBj8Pjw+H2kxgtBlZ8Yl0Rz53t4rUvb37P2k9/IMit/3IQgCs9JuxuP15/MOzv+/IXN/H6pV42zksjwaBmbXkqdy7LRQJkGnV0jVn/v/buPDqqKtH3+K8qlXkeSUIqJCRAgABhNoAoAmFSEe229dGoNCJcB5xakdfOV4W+aoutjbO0rfiC2o3YyiCiDEKMCIQhEAhDSCUkBAgkJJCxzvsjUJeSQaSJEc73s1atRfbZZ9fe2ZD6cbLPPuoYFyLHgSOqqqmX1WLRwvUONTY69caSrZowOEWr8kr1t0W5SowK1Mge8fpgRb7GXt5ON1yWqKhgX32StUsF+5uWW+zcV6l3v87Tfw3rJKch/fbFJYoK9pUhaXCXOIUFeKt9TIi8PT20OMeh95fnK9UeqroGp5zHV7ltKi7X0k3F+u+beuv6y9q6xrqh4ODxh180LWuoqW/U7K/zdKCyRsPS7G43tn2zuVjD0uzysFp104BkfZK1SwNSohUb5q+a+kbtrzimyzvGuH0v+6VEa8mGIreHeeTsPqD8kgqN6hkvH08PXda+lb7cUKSrUmPd9vPNKz6k9Pat1DY6SP9es0c3X57smsPa+kZ9krVLkzI6KczfW2WVTctMooJ9XXW6tAlXqxA/XTN9kWJC/fTImO7qlRSlJRuKVFVTr7kPDNGSDUUK8vVUp7hQ+XjZ9N32fbqic4z+eG03BfpyVRjA6RGIAfyiDMM4ZQ9ap2FoXvZurd/dtBtDw/Httgr2H5HU9GCGE3/eXlKhDq1DNOKZBVrwpxGnXEU2DEMVR+v0xdpCxUcEqMHpVHVtgyTJ18tDbVsF6YrOsQr193Lt/vD15mJVHK3TByvyNby7Xd0TIxQW4K3i8mq9uWSLvDw9tHC9Qxnd4jSse7wWry/U6N4J+iRrl/46ob827SnXVV1ay2Jpulra6DT0x2u7KTt/n1ZuLdUtV7TX6D4Jyi+pUE19o36TnqSubcIVFeyrrUWH1Og0VHLoqCzH+zJrUa4u7xijLvGhx8OgodoGp0Z0t7t2QvhMBbpnZKqytu3TwvWFyuhml4fVoiA/Lx05Vq9gPy+VVRzTlxuKdMuV7TVhcIrrIR2eHlZVHK2Tp83DtWWa1WLRb9Pb6l/Zu9U76X+fAPdjPp4eqq1vlGEYOlrboC/WFSqldYh+2y/JVScq2Ff/5/JkLd1YrFzHIQ3u2lpWi0UbCg7qxn5JslgsGtotTp9m79b1l7XV4epafbZmj264LFGGpNXbSnVjvyQ5DlTpX9m7VFfv1OIcR9ONil42vXhrusqramUYhj5Ysd01Nyu2lOjtpXlqFeyrTvZQfbN5rx77TQ8N+FGoB4AfIxADaDaHqmqVuWqH6hqc+mpjkTrEhmhTYbm8bVY5DemGyxKVuWqnEiIDXYH3hEGpsfrm+N69e/ZXucpX5ZVKktrHBGtTYbliQ/3lZbMqyM9LB4/UaPyry1Tf6FSrYF91SwjX0k3Fmnpdmu4ZmaoFawu1YF3T09lmzMvR3SNSlRQdpB6JEaquqdekjE4a1i1O9Y1OHaiskaeHVZ8fD9ajesYra9s+dYwLkSQt2VCkrm3CFBnkq0BfT93w/Je65Yr2CvD11KxFueoSH6aJQzuqY1yoGhqbHnoxpGtrFR2s1sTXlkuSXpnQX1f3bCNfL5vSEiOU6yjXVamtdfT4cotO9jDV1Dfqsd/2VKtgPy1cX6hreiWorqFRjU5Dvl42XdWltcoqjinz2x0a0DFaof7eOlRVK8eBKu3aV6n/c9JV2Gt7J+ifWU1bt329qVgjesTrZLUNTnW2h2ri6yskSRaL5ONpk4+Xh3y9bPL18pCPp02RQT566qO16tomTNf2TpCPp4erDYul6T841uOht7i8Wh+u3KHYUD91sofJkFRb1yBvTw/Fhvnrtle/Ub8OrXTboA7ysjW1U13TdHOg40CVPKxWZa7arroGp+s/UqH+3sp1lGt/5TH1T4lWckzTHs5hAd66fXCKluXuVXxEgP71UMYpW70BwOmwy8R5YpcJ4PT2llfr799sU22DU99t36dRPeO1btcBTbgqRY6DVTpa26CYUD/9dcFmDU+zKz4yQE6nobePPzXsXI3obtfC9Q51igtVkK+nvssv05CurVV5tE6eHlat2rZPk4Z2lIeHVbMW5UqSnr/lMhUeqNKx2gZ1SwhXfkmF/rpgsyTp39OGq7beqW/zSjSie7wOV9fq3z/s0fWXJWrxeoeuv6ytqmrqlVd8WH/59wYdPFKrq3vGq1tChGJC/fRJ1i4lRwcpOsRP5dW1ahMRoKkfZKtDbIgGdorRW19t1cge8Ro/qIMWb3DosnattGJLiXKLDmni4BR5WC3Kzi/T20vz9NDobrJaLPpsTYG2Fh/Wm5MHyh4RoNzCclXVNKimvkGd7WFu630Nw9CKLSXaUnRIpYeOakjXOPVLaSXJIqtFrjBZdLBKy3JLJMNQ+9gQlR4+6nrCnLfNqoSoIH23fZ+8bE3LKOrqG3WsrlFH6xpUU9egY3WNytq+T59k7dLkjE7y8fJQz7aRrr6s3FKizvGhCgvwkWEY2lp8WFsch/TWV1s1sFOMuiWEy+v4emJvm4ee/OgHDe9uV7uYYDmP/2bgxNKTB6/tpnYxwfoka5cSWwXKw2pRdU2D5q7aqW17Dyu9fSt1bxuh+d8XyJCh/RU1GtUzXu1igjUotbVrNw4A5sW2a82MQAy421J0SAvXFerLDUW69cr2em/ZdnW2h6pvu1Z69+s83Tuqi2srsrf+6wr9sHO/YkP99MTcH9ye5DY8za7y6lp9n1+miCAfhfp7K7+kQsnRQbJ5WDW6d4LrwRhTr0tz/XlyRiet331A2fllevkP/ZRfUqmMbnFanONQkK+XjtTUKSEyUMty9+rztYWaOKSj0ju00rpd+9U7OUqrj+8kcaiqVld0jtWKLSX6bXpb2Tysmr+mQCO62+V0Gpq/pkA92kZqU2G54sL8tWf/EXWyh2pb8WElxwRr5dYSfbZmjy7vGK2re7bRxj3lslqk6/omaovjkPZVHNPBIzUKDfBWXUOj3v4qT8PT7OqX0koL1zmUtX2fbhvUQVf3bKP9lcdUcuiofL1schw4IkPS/DUF2lt+VPeO6qKGk25GO+Efy7fryLF63T0iVVZL0+OUDcPQyT/p/7YoV72TI3XnsM6KDvVzW4u9fvcBedmalmU0NBrqlhDu1n5VTb0WrXeo3fEdNhIiA7V2137tr6yRh7UpfHvZPHS0tkGGYSglLlQdW4fosx/2KDLQR07DcC1hWLOjTOGBPsorPqxuCeFqHeavxTkOhfp762BVjawWi/7y742Smp4yN2vxFv3f67ur6GC1PG1W+Xnb9M7Spr9bAzvFsJ8wgFOw7RqAX8yIZxYoMSpQ1uNX5E6sS/X38VR4oLcmZ3SSn7dNL9yarthQP32wIl8b9xzUmL6J+n/3D9b3+WVq2ypIXp4emrUoV/dd3UURgT76elOxPD2sumNoRwX6eurFzzZqTF+LuiWEa3/lMaUlhuv2ISnytnmodbi/Qv29dfeIVG1xHNKrCzfr1YWb9e5dV6p1mL/+lb1bkUG+ign114I/jdAXawu1t7xa9Y2GwgK8lZYQro17Duq9Zdv13rLtunNYJy3P3avIYF+1jQrUXxdsVniAt67plSBvTw99s7lY0SG+8vb00OuLt2j78ZvKbuqfLHt40zZmH67coXnZu9UuJljB/l7aXXZEX6wtlCS9/If+ahcTLB9PD9XUN+rxzB/053F91aNthDrbQ7VofaF8vGwa3KW1dpdVypDkNKQ2EYGqqWtUbKif0o7vUnGCYRg6VtegjG52LVxfqJsGJJ8SEtfsKNNfbkuX40CVDENuxxsandq+97Dr0c6Z3+445cl2n/+wR2P6Jsrb00NzV+1Qp7hQ1413jU6nbvrLV6o8Vq+7hnfW5R1jFRrgrfpGp2xWi/qlRGtTYbkWrCvUiO527dpXqd7JUUqMCtSHK3coJtRPUcG+SogM1LOvrtON/ZI09bo0rd5WqmN1jeraJkzP/Wu9hne3q/TwUfVsG6m5DwxxLbUAgPPFFeLzxBVioMm9767SkK5xsnlYdKCyRks3FesPV6Xo4JEaDT1+o9OJK8N3Du8sqSloHatr0G2DOkhqeqCC1HSVNyk6SF+sLdSy3L36TXpb+XrZ9P7y7Rre3a4BKdFasaVEw7vbFRXsqxc/26gOscHqlRylxTkOLdlQpMkZnWTzsKimrlHB/l5qaDRU19Doeo87h3VyLR9YtN6hnfsqde+oLooL91ebyEAt2VCkuoZG3dgvybXTwrd5pfpgRb4620M1LM0uTw+r68r0U7/rpaqaevl62WSRtLGwXPOydys5Oki3XtlB2/Ye1qbCcm0oOKjHftND+yqOqba+UbGh/po+b70kaXTvBM1fU6DO9lDlOg7pruGdtWtfpRaud2jC4BR1bROudjHBqm9o1BfrCnXDZW21LHev/L1t6p0c5ZqL1dtK1TqsaRylh4/q262luuGyRNd4K4/WaemmYteT6T5cuUM3pLd1rQFetL5QvZOjXFuqFR2s0q59RzTw+AM9srbtU3igt9off6BFXvFhHatrcG0ft7mwXJVH61ReXashXVpr9bZ9Kq+qVenho7JHBKhbm3DVNTS6lqpclRqrlLhQSdKu0kotynFoVM94pSVE6Nl/rlPfdlFqHxOs91fk65pebRQZ5OMK6wBwLrhCDKBZ1dY36r/eXClDhqpq6vX3b7ZJku4a3lnz1xRoc2G5/LxtSksI1+2DUxTi7y17hL9SWoeq0Wno+r6Jqq6p11cbi+Rtsyo+MlBRwb7y97bpN+lNgc/Py6abL09WkK+nBqW21serd+rLDUVKig7Snv1Vrl0pBnaK1dCucfL3tsnP26ZhaXb9+4c9uiq1tRqdhhbnODTuivaqqWtQbJi/K0QaktrFBMtxoEpd2zRddQ7191JaYoSWbmrakuxwda1C/L30yJg0xUcEaN2uA3pv2Xb917BO+vT7Aq3bdUDz1xS4tnCbMjJVv01vq1Yhvnosc83x7b88FBHko+fnb1BNfdMDMuIjAjS8u1179h/R5sJySVKu45CGdovT9zvK1CspUrcN6qBjdQ1qe3z97L9zHBp+fOeHKzvHas2OMi3P3asrOseq0WnIcaBa/TpES5KiQ/zUJzlSn68t1DW92sgwDH2+do9+k960RZvFYtF1fRM0L3u3buqfpMPVdXIacttf+MSDOOoaGlVVU6+yymOup9RJUkrrEM1dtUNpCeEqr6rV9pIKXd83UZ+tKZCPl02DUmOVtX2f3vpqq6wW6aHRaYoN81PH4yE40NdLnh5WXZUaq3/V7NakjE6KCvLRf3+yTld2jtXaXfvVPyVasyYOUFJ0cHP9VQYArhCfL64Qw6yW5+7Vc/9ary7xYdpUWK4AH09V1dRr3MB2slgsGt7dri83FCmjW5wWrivUlamxyi+p0KDU1lq4vlCJUYHatKcpLDsNQ4O7xMnP26ZGp6GF6wsVFeSrY3UN6hgXKqfT0NJNxfL29FBYgLf8fWxq2ypIa3fuV219o/qlRGt/ZY1KDx1VeVWtrr8sUbtKK5VbdEgyDLUK8ZPjYJWGdbMryM9LkpTrKFeu45BGdI/XVxuLNKZvojYXluvgkRrtr6zRdX0SZPOw6rM1BeqeGOHaAuxYXaOWb9krm9WqLzc0rUv+Nq9UN/VPkrenh75YVygfTw8VHaxW7+RIrdmxX7/rl6S5q3dqVM94fbG2UD2TIrV2537XU+qGd7dr0XqH2/c3LMBb5VW1mnpdmjrEhijY30vzsnfrik4x2nn8ccYn21xYrqKDVfLz9lRSdJBan7TvryRt33tYe/ZXycfLQ7Gh/kqKdv95VVB2RDtLK3SwqlZj+iY2PfntJIera7V62z4dqqrV7/onubZ9O2H3vkoVl1dr174jGjswWR7Wpu9dx7hQrdlRpn4dorWh4ICu7tVGC9Y5FBXsI6vFokanofpGp6KCfTXlnVVKaR2iVsG+amh0akSPePVKijxlez4A+Lm4qa6ZEYhhRlnb9unJj35wfT0sLU6Lc5rC75cbilxXSe8Y2lGeHlYdrW3Q7JO+lppu6JKkW65of9oHJWwpOqRvNu/V3SOallccOVav95Zt1/A0uyvM/W1Rrnq0jVB6+6arlSu3lmjjnnLXOY4D1Zq/psDtnJMdq2vQu19v0/DudiUfP/71pr3aUtS0XEFqeqDFO0vzNDmjk2u3gr8tytXIHvFKjAp0HU9LDNf+ihrdMbSj2sUEu11hPReGYejh97/Txj3l6tk2Qmt3HdDtg1P09tI8V1+OHKvXP5Zv153DO+t0Gyfs2ndEC9YVusb/Y2t27Fd2ftkZj//9m20K9ffW6D4Jpz3+6sKmcbdtdfqnvL26MFdjL2+n0AAv19d920UdD7XSe8u269Yr20uStjgO6evNe3XX8M7626JcpSWGKzrET/df3fVs3yYAOC8E4mZGIAYAAPh1O9e8Zj3jEQAAAMAECMQAAAAwNQIxAAAATI1ADAAAAFMjEAMAAMDUCMQAAAAwNQIxAAAATI1ADAAAAFMjEAMAAMDUCMQAAAAwNQIxAAAATI1ADAAAAFMjEAMAAMDUCMQAAAAwNQIxAAAATI1ADAAAAFMjEAMAAMDUCMQAAAAwtV9NIJ4xY4YsFovuu+8+V9mkSZOUlJQkX19fRUZGavTo0crLyzvnNidPniyLxaKZM2e6lSckJMhisbi9ZsyYcYFGAgAAgIvJryIQr1mzRm+88Ya6du3qVt6zZ0/Nnj1bW7du1eLFi2UYhjIyMtTY2PiTbc6bN0/fffedYmNjT3v86aefVklJiet1zz33XJCxAAAA4OLS4oG4qqpKY8eO1VtvvaXQ0FC3Y3fccYcGDhyohIQE9ejRQ88884wcDocKCgrO2mZxcbHuuecezZkzR56enqetExgYqOjoaNfL39//Qg0JAAAAF5EWD8R33XWXRo0apSFDhpy1XnV1tWbPnq3ExETZ7fYz1nM6nRo3bpweeughde7c+Yz1ZsyYofDwcHXv3l3PP/+8Ghoazvr+tbW1qqysdHsBAADg4mdryTfPzMzUunXrtGbNmjPWmTVrlh5++GFVV1erQ4cOWrJkiby8vM5Y/89//rNsNpumTJlyxjpTpkxRjx49FBYWptWrV2vatGkqKSnRX/7ylzOeM336dD311FPnNjAAAABcNCyGYRgt8cYOh0O9evXSkiVLXGuHr7zySqWlpbndBFdRUaGysjKVlJTohRdeUHFxsVatWiUfH59T2ly7dq1GjRqldevWudYOJyQk6L777nO7We/H3n33XU2aNElVVVXy9vY+bZ3a2lrV1ta6vq6srJTdbldFRYWCgoLO4zsAAACA5lRZWang4OCfzGstFog//fRTjRkzRh4eHq6yxsZGWSwWWa1W1dbWuh2TpLq6OoWGhurtt9/WzTfffEqbM2fO1AMPPCCr9X9XgjQ2Nspqtcput59x7XFubq5SU1OVl5enDh06nFP/z/UbDAAAgJZxrnmtxZZMDB48WJs2bXIrGz9+vFJSUjR16tRTwrAkGYYhwzDcrtSebNy4caesRR42bJjGjRun8ePHn7EvOTk5slqtioqKOo+RAAAA4GLWYoE4MDBQqampbmX+/v4KDw9Xamqqdu3apblz5yojI0ORkZEqKirSjBkz5Ovrq5EjR7rOSUlJ0fTp0zVmzBiFh4crPDzcrU1PT09FR0e7rvxmZWUpOztbgwYNUmBgoLKysnT//ffr97///Sm7XAAAAODS16I31Z2Nj4+PVq5cqZkzZ+rQoUNq1aqVBg4cqNWrV7tdyd22bZsqKirOuV1vb29lZmbqySefVG1trRITE3X//ffrgQceaI5hAAAA4FeuxdYQX+xYQwwAAPDrdq55rcX3IQYAAABaEoEYAAAApkYgBgAAgKkRiAEAAGBqBGIAAACYGoEYAAAApkYgBgAAgKkRiAEAAGBqBGIAAACYGoEYAAAApkYgBgAAgKkRiAEAAGBqBGIAAACYGoEYAAAApkYgBgAAgKkRiAEAAGBqBGIAAACYGoEYAAAApkYgBgAAgKkRiAEAAGBqBGIAAACYGoEYAAAApkYgBgAAgKkRiAEAAGBqBGIAAACYGoEYAAAApkYgBgAAgKkRiAEAAGBqBGIAAACYGoEYAAAApkYgBgAAgKkRiAEAAGBqBGIAAACYGoEYAAAApkYgBgAAgKkRiAEAAGBqBGIAAACYGoEYAAAApkYgBgAAgKkRiAEAAGBqBGIAAACYGoEYAAAApkYgBgAAgKkRiAEAAGBqBGIAAACYGoEYAAAApkYgBgAAgKkRiAEAAGBqBGIAAACYGoEYAAAApkYgBgAAgKkRiAEAAGBqBGIAAACYGoEYAAAApkYgBgAAgKkRiAEAAGBqBGIAAACYGoEYAAAApkYgBgAAgKkRiAEAAGBqBGIAAACYGoEYAAAApkYgBgAAgKkRiAEAAGBqBGIAAACYGoEYAAAApkYgBgAAgKkRiAEAAGBqBGIAAACYGoEYAAAApkYgBgAAgKkRiAEAAGBqBGIAAACYGoEYAAAApkYgBgAAgKkRiAEAAGBqBGIAAACYGoEYAAAApkYgBgAAgKkRiAEAAGBqBGIAAACYGoEYAAAApkYgBgAAgKkRiAEAAGBqBGIAAACYGoEYAAAApkYgBgAAgKkRiAEAAGBqBGIAAACYGoEYAAAApkYgBgAAgKkRiAEAAGBqBGIAAACYGoEYAAAApkYgBgAAgKkRiAEAAGBqBGIAAACYGoEYAAAApkYgBgAAgKkRiAEAAGBqBGIAAACYGoEYAAAApkYgBgAAgKn9agLxjBkzZLFYdN9997nKJk2apKSkJPn6+ioyMlKjR49WXl7eObc5efJkWSwWzZw50628vLxcY8eOVVBQkEJCQjRhwgRVVVVdoJEAAADgYvKrCMRr1qzRG2+8oa5du7qV9+zZU7Nnz9bWrVu1ePFiGYahjIwMNTY2/mSb8+bN03fffafY2NhTjo0dO1a5ublasmSJPv/8c61YsUJ33HHHBRsPAAAALh4tHoirqqo0duxYvfXWWwoNDXU7dscdd2jgwIFKSEhQjx499Mwzz8jhcKigoOCsbRYXF+uee+7RnDlz5Onp6XZs69atWrRokd5++2317dtXAwYM0CuvvKLMzEzt3bv3Qg8PAAAAv3ItHojvuusujRo1SkOGDDlrverqas2ePVuJiYmy2+1nrOd0OjVu3Dg99NBD6ty58ynHs7KyFBISol69ernKhgwZIqvVquzs7DO2W1tbq8rKSrcXAAAALn4tGogzMzO1bt06TZ8+/Yx1Zs2apYCAAAUEBGjhwoVasmSJvLy8zlj/z3/+s2w2m6ZMmXLa46WlpYqKinIrs9lsCgsLU2lp6RnbnT59uoKDg12vs4VyAAAAXDxaLBA7HA7de++9mjNnjnx8fM5Yb+zYsVq/fr2WL1+u9u3b68Ybb1RNTc1p665du1Yvv/yy/v73v8tisVzQ/k6bNk0VFRWul8PhuKDtAwAAoGW0WCBeu3atysrK1KNHD9lsNtlsNi1fvlx//etfZbPZXDfOBQcHq127dho4cKA++eQT5eXlad68eadtc+XKlSorK1N8fLyrzT179ujBBx9UQkKCJCk6OlplZWVu5zU0NKi8vFzR0dFn7K+3t7eCgoLcXgAAALj42VrqjQcPHqxNmza5lY0fP14pKSmaOnWqPDw8TjnHMAwZhqHa2trTtjlu3LhT1iIPGzZM48aN0/jx4yVJ6enpOnz4sNauXauePXtKkr7++ms5nU717dv3QgwNAAAAF5EWC8SBgYFKTU11K/P391d4eLhSU1O1a9cuzZ07VxkZGYqMjFRRUZFmzJghX19fjRw50nVOSkqKpk+frjFjxig8PFzh4eFubXp6eio6OlodOnSQJHXs2FHDhw/XxIkT9frrr6u+vl533323brrpptNu0QYAAIBLW4vvMnEmPj4+WrlypUaOHKnk5GT97ne/U2BgoFavXu12U9y2bdtUUVHxs9qeM2eOUlJSNHjwYI0cOVIDBgzQm2++eaGHAAAAgIuAxTAMo6U7cTGqrKxUcHCwKioqWE8MAADwK3Suee1Xe4UYAAAA+CUQiAEAAGBqBGIAAACYGoEYAAAApkYgBgAAgKkRiAEAAGBqBGIAAACYGoEYAAAApkYgBgAAgKkRiAEAAGBqBGIAAACYGoEYAAAApkYgBgAAgKkRiAEAAGBqBGIAAACYGoEYAAAApkYgBgAAgKkRiAEAAGBqBGIAAACYGoEYAAAApkYgBgAAgKkRiAEAAGBqBGIAAACYGoEYAAAApkYgBgAAgKkRiAEAAGBqBGIAAACYGoEYAAAApkYgBgAAgKkRiAEAAGBqBGIAAACYGoEYAAAApkYgBgAAgKkRiAEAAGBqBGIAAACYGoEYAAAApkYgBgAAgKkRiAEAAGBqBGIAAACYGoEYAAAApkYgBgAAgKkRiAEAAGBqBGIAAACYGoEYAAAApkYgBgAAgKkRiAEAAGBqBGIAAACYGoEYAAAApkYgBgAAgKkRiAEAAGBqBGIAAACYGoEYAAAApkYgBgAAgKkRiAEAAGBqBGIAAACYGoEYAAAApmZr6Q5crAzDkCRVVla2cE8AAABwOidy2oncdiYE4vN05MgRSZLdbm/hngAAAOBsjhw5ouDg4DMetxg/FZlxWk6nU3v37lVgYKAsFktLd+eSU1lZKbvdLofDoaCgoJbuDs4T83hpYB4vDczjpYF5/HkMw9CRI0cUGxsrq/XMK4W5QnyerFar4uLiWrobl7ygoCD+wV8CmMdLA/N4aWAeLw3M47k725XhE7ipDgAAAKZGIAYAAICpEYjxq+Tt7a0nnnhC3t7eLd0V/AeYx0sD83hpYB4vDcxj8+CmOgAAAJgaV4gBAABgagRiAAAAmBqBGAAAAKZGIAYAAICpEYjRIq699lrFx8fLx8dHMTExGjdunPbu3XvWc0pLSzVu3DhFR0fL399fPXr00D//+U+3OgkJCbJYLG6vGTNmNOdQTK255rG8vFxjx45VUFCQQkJCNGHCBFVVVTXnUEzt585jQUHBKf/OTrw+/vhjV73THc/MzPwlhmRKzTWPhYWFGjVqlPz8/BQVFaWHHnpIDQ0Nv8SQTOl8fq5KUlZWlq666ir5+/srKChIAwcO1LFjx1zH+Xw8O3aZQIt46aWXlJ6erpiYGBUXF+uPf/yjJGn16tVnPCcjI0OHDx/Wq6++qoiICH344Yd64okn9MMPP6h79+6Smv7BT5gwQRMnTnSdFxgYKH9//+YdkEk11zyOGDFCJSUleuONN1RfX6/x48erd+/e+vDDD3+RcZnNz53HxsZG7d+/363szTff1PPPP6+SkhIFBARIagrEs2fP1vDhw131QkJC5OPj00wjMbfmmMfGxkalpaUpOjraVX7LLbdo4sSJeu6555p9TGZ0Pj9Xs7KyNHz4cE2bNk3XXHONbDabNmzYoNGjR7u2Z+Pz8ScYwK/A/PnzDYvFYtTV1Z2xjr+/v/GPf/zDrSwsLMx46623XF+3adPGeOmll5qrm/gJF2Iet2zZYkgy1qxZ4zq+cOFCw2KxGMXFxc3Tcbg5l3n8sbS0NOMPf/iDW5kkY968eRe4dzhXF2IeFyxYYFitVqO0tNRV9tprrxlBQUFGbW3tBe0vTu9c5rFv377Go48+etZ2+Hw8O5ZMoMWVl5drzpw56tevnzw9Pc9Yr1+/fpo7d67Ky8vldDqVmZmpmpoaXXnllW71ZsyYofDwcHXv3l3PP/88v9r7hVyoeczKylJISIh69erlOmfIkCGyWq3Kzs5u7mGY3rnO48nWrl2rnJwcTZgw4ZRjd911lyIiItSnTx+9++67Mvil5C/iQs1jVlaWunTpolatWrnKhg0bpsrKSuXm5l7wfsPducxjWVmZsrOzFRUVpX79+qlVq1a64oor9O23355Sl8/HMyMQo8VMnTpV/v7+Cg8PV2FhoebPn3/W+h999JHq6+sVHh4ub29vTZo0SfPmzVNycrKrzpQpU5SZmalvvvlGkyZN0nPPPaeHH364uYdiahd6HktLSxUVFeV2js1mU1hYmEpLS5ttHGb3c+fxZO+88446duyofv36uZU//fTT+uijj7RkyRLdcMMNuvPOO/XKK69c6K7jJBd6HktLS93CsCTX1/x7bD4/Zx537dolSXryySc1ceJELVq0SD169NDgwYOVn5/vqsfn409o6UvUuHRMnTrVkHTW19atW1319+/fb2zbts348ssvjf79+xsjR440nE7nGdu/++67jT59+hhfffWVkZOTYzz55JNGcHCwsXHjxjOe88477xg2m82oqam5oGO9lLX0PD777LNG+/btTzkvMjLSmDVr1oUf8CWquefxhKNHjxrBwcHGCy+88JN1H3vsMSMuLu4/GpfZtPQ8Tpw40cjIyHArq66uNiQZCxYsuDCDNIHmnMdVq1YZkoxp06a5lXfp0sV45JFHztgnPh/dcVMdLpj9+/fr4MGDZ63Ttm1beXl5nVJeVFQku92u1atXKz09/ZTjO3fuVHJysjZv3qzOnTu7yocMGaLk5GS9/vrrp32/3NxcpaamKi8vTx06dPiZIzKnlp7Hd999Vw8++KAOHTrkOt7Q0CAfHx99/PHHGjNmzH8wOvNoznk82fvvv68JEyaouLhYkZGRZ637xRdf6Oqrr1ZNTY3rRh+cXUvP4+OPP67PPvtMOTk5rrLdu3erbdu2WrdunetGWJxdc87jifl4//339fvf/95V/rvf/U42m01z5sw57fvx+ejO1tIdwKUjMjLyJz8Qz8TpdEqSamtrT3v86NGjkiSr1X2Vj4eHh+vc08nJyZHVaj3lV/A4s5aex/T0dB0+fFhr165Vz549JUlff/21nE6n+vbte179MqPmnMeTvfPOO7r22mvP6b1ycnIUGhpKGP4ZWnoe09PT9eyzz6qsrMz1c3TJkiUKCgpSp06dzqtfZtSc85iQkKDY2Fht27bNrXz79u0aMWLEGdvl8/FHWvoSNcznu+++M1555RVj/fr1RkFBgbF06VKjX79+RlJSkutXN0VFRUaHDh2M7OxswzAMo66uzkhOTjYuv/xyIzs729ixY4fxwgsvGBaLxfjiiy8MwzCM1atXGy+99JKRk5Nj7Ny50/jggw+MyMhI45ZbbmmxsV7KmmseDcMwhg8fbnTv3t3Izs42vv32W6Ndu3bGzTff3CLjvNSdzzyekJ+fb1gsFmPhwoWntPvZZ58Zb731lrFp0yYjPz/fmDVrluHn52c8/vjjv8i4zKa55rGhocFITU01MjIyjJycHGPRokVGZGTkKb+ex4VxvvP40ksvGUFBQcbHH39s5OfnG48++qjh4+Nj7NixwzAMPh/PBYEYv7iNGzcagwYNMsLCwgxvb28jISHBmDx5slFUVOSqs3v3bkOS8c0337jKtm/fblx//fVGVFSU4efnZ3Tt2tVt+661a9caffv2NYKDgw0fHx+jY8eOxnPPPcf6qGbSXPNoGIZx8OBB4+abbzYCAgKMoKAgY/z48caRI0d+qaGZyvnOo2EYxrRp0wy73W40Njae0u7ChQuNtLQ0IyAgwPD39ze6detmvP7666eti/9cc82jYRhGQUGBMWLECMPX19eIiIgwHnzwQaO+vr45h2Na/8k8Tp8+3YiLizP8/PyM9PR0Y+XKla5jfD7+NNYQAwAAwNTYdg0AAACmRiAGAACAqRGIAQAAYGoEYgAAAJgagRgAAACmRiAGAACAqRGIAQAAYGoEYgAAAJgagRgALmEFBQWyWCzKyclplvYtFos+/fTT/7idxx57THfcccc51b3pppv04osv/sfvCQAnEIgBoJncdtttuu6661q0D3a7XSUlJUpNTZUkLVu2TBaLRYcPH27Rfp2stLRUL7/8sv70pz+5yqqrq3XTTTcpJiZGN998s44ePeo69uijj+rZZ59VRUVFS3QXwCWIQAwAlzAPDw9FR0fLZrO1dFfO6O2331a/fv3Upk0bV9nMmTMVEBCgL7/8Ur6+vpo5c6brWGpqqpKSkvTBBx+0QG8BXIoIxADQQpYvX64+ffrI29tbMTExeuSRR9TQ0OA6fuWVV2rKlCl6+OGHFRYWpujoaD355JNubeTl5WnAgAHy8fFRp06d9NVXX7ktYzh5yURBQYEGDRokSQoNDZXFYtFtt90mSUpISHALnZKUlpbm9n75+fkaOHCg672WLFlyypgcDoduvPFGhYSEKCwsTKNHj1ZBQcFZvw+ZmZm65ppr3MoOHTqk9u3bq0uXLkpJSTnlivY111yjzMzMs7YLAOeKQAwALaC4uFgjR45U7969tWHDBr322mt655139Mwzz7jVe++99+Tv76/s7Gz9z//8j55++mlXEG1sbNR1110nPz8/ZWdn680333RbdvBjdrtd//znPyVJ27ZtU0lJiV5++eVz6q/T6dT1118vLy8vZWdn6/XXX9fUqVPd6tTX12vYsGEKDAzUypUrtWrVKgUEBGj48OGqq6s7bbvl5eXasmWLevXq5VZ+991364033pCnp6dmz56te++91+14nz599P3336u2tvac+g8AZ/Pr/R0aAFzCZs2aJbvdrldffVUWi0UpKSnau3evpk6dqscff1xWa9P1iq5du+qJJ56QJLVr106vvvqqli5dqqFDh2rJkiXauXOnli1bpujoaEnSs88+q6FDh572PT08PBQWFiZJioqKUkhIyDn396uvvlJeXp4WL16s2NhYSdJzzz2nESNGuOrMnTtXTqdTb7/9tiwWiyRp9uzZCgkJ0bJly5SRkXFKu4WFhTIMw9XmCQkJCcrPz1dZWZlatWrlau+E2NhY1dXVqbS01G2pBQCcDwIxALSArVu3Kj093S3o9e/fX1VVVSoqKlJ8fLykpkB8spiYGJWVlUlqusprt9tdYVhqunLaXP212+1uwTU9Pd2tzoYNG7Rjxw4FBga6ldfU1Gjnzp2nbffYsWOSJB8fn1OOWa1Wt7GdzNfXV5LcbrYDgPNFIAaAXzFPT0+3ry0Wi5xO5wV/H6vVKsMw3Mrq6+t/VhtVVVXq2bOn5syZc8qxyMjI054TEREhqWnN8JnqnE55eflZ2wWAn4M1xADQAjp27KisrCy3ELpq1SoFBgYqLi7unNro0KGDHA6H9u3b5ypbs2bNWc/x8vKS1LT++GSRkZEqKSlxfV1ZWandu3e79dfhcLjV+e6779za6NGjh/Lz8xUVFaXk5GS3V3Bw8Gn7k5SUpKCgIG3ZsuUnRutu8+bNiouLcwVqAPhPEIgBoBlVVFQoJyfH7eVwOHTnnXfK4XDonnvuUV5enubPn68nnnhCDzzwgGv98E8ZOnSokpKSdOutt2rjxo1atWqVHn30UUk6Zc3tCW3atJHFYtHnn3+u/fv3q6qqSpJ01VVX6f3339fKlSu1adMm3XrrrfLw8HCdN2TIELVv31633nqrNmzYoJUrV55yA9/YsWMVERGh0aNHa+XKldq9e7eWLVumKVOmqKio6LT9sVqtGjJkiL799ttzGvMJK1euPO2aZAA4HwRiAGhGy5YtU/fu3d1eTz31lFq3bq0FCxbo+++/V7du3TR58mRNmDDBFWjPhYeHhz799FNVVVWpd+/euv32210h9XRrciWpdevWeuqpp/TII4+oVatWuvvuuyVJ06ZN0xVXXKGrr75ao0aN0nXXXaekpCTXeVarVfPmzdOxY8fUp08f3X777Xr22Wfd2vbz89OKFSsUHx+v66+/Xh07dtSECRNUU1OjoKCgM47j9ttvV2Zm5jkvBampqdGnn36qiRMnnlN9APgpFuPHi8YAABetVatWacCAAdqxY4dboP01MwxDffv21f3336+bb775J+u/9tprmjdvnr788stfoHcAzICb6gDgIjZv3jwFBASoXbt22rFjh+69917179//ognDUtPyjjfffFObNm06p/qenp565ZVXmrlXAMyEK8QAcBH7xz/+oWeeeUaFhYWKiIjQkCFD9OKLLyo8PLyluwYAFw0CMQAAAEyNm+oAAABgagRiAAAAmBqBGAAAAKZGIAYAAICpEYgBAABgagRiAAAAmBqBGAAAAKZGIAYAAICp/X/BtRdcqtlFoQAAAABJRU5ErkJggg==", + "text/plain": [ + "
    " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Analyze the optimized mesh\n", + "edge_c, _ = tricon(tria_c, None)\n", + "\n", + "circumcenters_UTM_c, nlinktoosmall_c = small_flow_centers(\n", + " vert_UTM_c, tria_c, edge_c, \n", + " removesmalllinkstrsh=0.11, \n", + " conn=None\n", + ")\n", + "\n", + "vert_c = reproject_node(vert_UTM_c, get_utm_crs_from_crs(crs), crs)\n", + "circumcenters_c = reproject_node(circumcenters_UTM_c, get_utm_crs_from_crs(crs), crs)\n", + "\n", + "# Visualize\n", + "fig, ax = plt.subplots(figsize=(8, 8))\n", + "\n", + "ax.triplot(vert_c[:, 0], vert_c[:, 1], tria_c[:, 0:3], color=\"steelblue\", lw=0.3)\n", + "\n", + "ax.scatter(circumcenters_c[:, 0], circumcenters_c[:, 1], \n", + " color=\"red\", s=5, zorder=5,\n", + " label=f\"Circumcenters too close for Delft3D FM execution ({nlinktoosmall_c} links)\")\n", + "\n", + "ax.set_xlabel(\"Longitude (°)\")\n", + "ax.set_ylabel(\"Latitude (°)\")\n", + "ax.set_title(f\"Optimized Mesh: {len(vert_c)} vertices, {len(tria_c)} triangles\")\n", + "ax.axis(\"equal\")\n", + "ax.legend();" + ] + }, + { + "cell_type": "markdown", + "id": "21ea6cb0", + "metadata": {}, + "source": [ + "---\n", + "\n", + "## 6. Bathymetry Interpolation\n", + "\n", + "Interpolate the elevation values from the XYZ data onto the mesh vertices:" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "id": "c1fef7e0", + "metadata": {}, + "outputs": [], + "source": [ + "from pymesh2d.geomesh_util.interpolation_mesh import interpolate_from_xyz\n", + "\n", + "# Interpolate bathymetry onto mesh vertices\n", + "z = interpolate_from_xyz(lon, lat, zdat, vert, method = \"nearest\")" + ] + }, + { + "cell_type": "markdown", + "id": "059f0af1", + "metadata": {}, + "source": [ + "---\n", + "\n", + "## 7. Export to Grid Formats\n", + "\n", + "Finally, we export the mesh to various formats. Here we use:\n", + "- **NetCDF** format (ADCIRC-style 2DM for D-Flow FM)\n", + "- **GRD** format with boundary conditions" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "id": "075f4ebc", + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "from pymesh2d.geomesh_util.grd_util import adcirc2DFlowFM\n", + "\n", + "# Export to NetCDF format\n", + "adcirc2DFlowFM(np.column_stack((vert, z)), tria, \"XYZ_grid.nc\")" + ] + }, + { + "cell_type": "markdown", + "id": "5757d4f5", + "metadata": {}, + "source": [ + "### Identify Boundary Conditions\n", + "\n", + "Classify mesh boundaries as open (ocean) or land based on depth:" + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "id": "45cd8d4b", + "metadata": {}, + "outputs": [], + "source": [ + "from pymesh2d.geomesh_util.border_util import identify_boundary\n", + "\n", + "# Identify boundary types (open ocean vs land)\n", + "edge_tag, edge_open, edge_land = identify_boundary(vert, tria, z, zlim=15)" + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "id": "c2315f2e", + "metadata": {}, + "outputs": [], + "source": [ + "from pymesh2d.geomesh_util.grd_util import export_to_grd\n", + "\n", + "# Export to GRD format with boundaries\n", + "export_to_grd(\n", + " \"XYZ_grid.grd\",\n", + " vert=vert,\n", + " tria=tria,\n", + " z=z,\n", + " crs=crs,\n", + " edge_tag=edge_tag,\n", + " edge_open=edge_open,\n", + " edge_land=edge_land,\n", + ")" + ] + }, + { + "cell_type": "markdown", + "id": "6eb7cc9e", + "metadata": {}, + "source": [ + "### Visualize Final Grid with Boundaries\n", + "\n", + "Display the final mesh with boundary classification:" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "id": "3fb7ef1d", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
    " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from pymesh2d.geomesh_util.grd_util import plot_grd\n", + "\n", + "plot_grd(\"XYZ_grid.grd\", show_boundaries=True)" + ] + }, + { + "cell_type": "markdown", + "id": "0746626f", + "metadata": {}, + "source": [ + "---\n", + "\n", + "### References\n", + "\n", + "- **pymesh2D Repository**: [https://github.com/GeoOcean/pymesh2d](https://github.com/GeoOcean/pymesh2d)\n", + "- **Original MESH2D**: Darren Engwirda, *Locally-optimal Delaunay-refinement and optimisation-based mesh generation*, Ph.D. Thesis, University of Sydney, 2014 - [https://github.com/dengwirda/mesh2d](https://github.com/dengwirda/mesh2d)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "work", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.14" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +}

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