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Global gradient clipping for 2D DTensor #2389

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Summary: For DTensor based gradient clipping, in the 2D or nD parallelism case we don't know the specific dimension for FSDP, to avoid potential accuracy issue, we always do global clipping.

Differential Revision: D62609765

@facebook-github-bot facebook-github-bot added the CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed. label Sep 12, 2024
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This pull request was exported from Phabricator. Differential Revision: D62609765

Summary:
Pull Request resolved: pytorch#2389

For DTensor based gradient clipping, in the 2D or nD parallelism case we don't know the specific dimension for FSDP, to avoid potential accuracy issue, we always do global clipping.

Differential Revision: D62609765
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This pull request was exported from Phabricator. Differential Revision: D62609765

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