25.08: Add NGC release testing#1554
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aybchan wants to merge 29 commits into25.08-develfrom
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This meant that ~40-80GB GPUs would run >4 parallel jobs.
Add `GKE` `MaxText` train ([example run](https://github.com/NVIDIA/JAX-Toolbox/actions/runs/15744603099/job/44379358307)) and `NCCL` test ([example run](https://github.com/NVIDIA/JAX-Toolbox/actions/runs/15744603099/job/44378422712)) workflows with reusable composite action for managing `xpk` job lifecycle (launch, logs streaming, clean up, artifact upload). Patches on `xpk` address the following identified issues: - AI-Hypercomputer/xpk#476 - AI-Hypercomputer/xpk#488 - AI-Hypercomputer/xpk#490 - AI-Hypercomputer/xpk#491 - AI-Hypercomputer/xpk#492 Cluster create with `xpk` ([example run](https://github.com/NVIDIA/JAX-Toolbox/actions/runs/15591134618/job/43910254644#step:5:1)) - added as a separate [workflow](https://github.com/NVIDIA/JAX-Toolbox/pull/1481/files#diff-801fc28cafbf1e0fa0ea521355fa8a1c9e6c01dcb8b1083c47f66e2ead4d560a) for demonstration purposes (will not be operational in the CI) --------- Co-authored-by: Olli Lupton <olupton@nvidia.com>
Upgrade werkzeug to avoid vulnerabilities in 2.0.3. To be able to do that, google-cloud-aiplatform needs to at least >= 1.90.0 (refer to https://github.com/googleapis/python-aiplatform/blob/v1.90.0/setup.py#L51)
This helps CUDA forward compatibility work when spawning processes over SSH, as those processes do not see environment variables set by the container entrypoint that handles forward compatibility. `/usr/local/cuda/compat/lib` will only exist if the entrypoint detects that forward compatibility mode is enabled.
They just so happened to get upgraded on July 31st together, but - orbax-checkpoint 0.11.20 has issues without internal checkpoint testing - pip-tools 7.5.0 will cause `ValueError: '/opt/maxtext/requirements.txt (line 1)' is not in the subpath of '/opt/pip-tools.d'`. I'm guessing something is not quite compatible with the Python 3.12 we current have in the base container. Theoretically, `-r ../maxtext/requirements.txt` should work, but since we are using a specific version of pip. Let's play safe at this point and use 7.4.1
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