[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.
Related issue number
Checks
git commit -s
) in this PR.scripts/format.sh
to lint the changes in this PR.method in Tune, I've added it in
doc/source/tune/api/
under thecorresponding
.rst
file.