25.08: Add NGC release testing
#1554
Open
Conversation
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
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 <[email protected]>
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
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
No description provided.