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[train] Update Torch default timeout_s to use Torch's default timeout #45501

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Why are these changes needed?

Previously the default was hardcoded to 30 minutes. By defaulting to None, it will use Torch Distributed's default value. For NCCL, this will be 10 minutes (see torch.distributed.init_process_group).

This should help reduce time to detect hanging NCCL training jobs from 30 minutes to 10 minutes.

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Signed-off-by: Matthew Deng <matt@anyscale.com>
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stale bot commented Feb 25, 2025

This pull request has been automatically marked as stale because it has not had recent activity. It will be closed in 14 days if no further activity occurs. Thank you for your contributions.

  • If you'd like to keep this open, just leave any comment, and the stale label will be removed.

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