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enable gradient accumulation in SDD #3462

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@arsatis arsatis commented Oct 17, 2025

Summary:
Context: gradient accumulation is still not available in TorchRec, especially for the SDD pipeline which is being used by many recommendation models.

This diff: implements a UI enabling gradient accumulation for SDD.

Differential Revision: D84915986

@meta-cla meta-cla 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 Oct 17, 2025
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meta-codesync bot commented Oct 17, 2025

@arsatis has exported this pull request. If you are a Meta employee, you can view the originating Diff in D84915986.

arsatis pushed a commit to arsatis/torchrec that referenced this pull request Oct 17, 2025
Summary:
Context: gradient accumulation is still not available in TorchRec, especially for the SDD pipeline which is being used by many recommendation models.
This diff: implements a UI enabling gradient accumulation for SDD.
Differential Revision: D84915986
arsatis pushed a commit to arsatis/torchrec that referenced this pull request Oct 17, 2025
Summary:
Context: gradient accumulation is still not available in TorchRec, especially for the SDD pipeline which is being used by many recommendation models.
This diff: implements a UI enabling gradient accumulation for SDD.
Differential Revision: D84915986
@arsatis arsatis force-pushed the export-D84915986 branch 2 times, most recently from f3c83ae to 1c720f4 Compare October 17, 2025 15:18
arsatis pushed a commit to arsatis/torchrec that referenced this pull request Oct 17, 2025
Summary:
Context: gradient accumulation is still not available in TorchRec, especially for the SDD pipeline which is being used by many recommendation models.
This diff: implements a UI enabling gradient accumulation for SDD.
Differential Revision: D84915986
arsatis pushed a commit to arsatis/torchrec that referenced this pull request Oct 17, 2025
Summary:
Context: gradient accumulation is still not available in TorchRec, especially for the SDD pipeline which is being used by many recommendation models.
This diff: implements a UI enabling gradient accumulation for SDD.
Differential Revision: D84915986
Summary:
Context: gradient accumulation is still not available in TorchRec, especially for the SDD pipeline which is being used by many recommendation models.
This diff: implements a UI enabling gradient accumulation for SDD.
Differential Revision: D84915986
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