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[Nemo1] Generate sharded optimizer state dicts only if needed for saving #2004

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[Nemo1] Generate sharded optimizer state dicts only if needed for saving

[Nemo1] Generate sharded optimizer state dicts only if needed for saving #2004

Triggered via pull request December 2, 2024 20:32
@ananthsubananthsub
synchronize #11451
ananthsub:debug-ckpt-oom
Status Success
Total duration 29s
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ubuntu-latest pipelines will use ubuntu-24.04 soon. For more details, see https://github.com/actions/runner-images/issues/10636