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improved fx graph for inference batching #2052

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Summary:

  • try to unwrap everything into tensor based graph.
  • regress some kjt operations into tensor based operation
  • introduce rw specific batching logic graph.

Differential Revision: D55298261

@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 May 28, 2024
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This pull request was exported from Phabricator. Differential Revision: D55298261

YazhiGao added a commit to YazhiGao/torchrec-3 that referenced this pull request May 28, 2024
Summary:

* try to unwrap everything into tensor based graph.
* regress some kjt operations into tensor based operation
* introduce rw specific batching logic graph.

Differential Revision: D55298261
@YazhiGao YazhiGao force-pushed the export-D55298261 branch from 4881a0d to c0acb15 Compare May 28, 2024 21:52
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This pull request was exported from Phabricator. Differential Revision: D55298261

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This pull request was exported from Phabricator. Differential Revision: D55298261

YazhiGao added a commit to YazhiGao/torchrec-3 that referenced this pull request Sep 17, 2024
Summary:
Pull Request resolved: pytorch#2052

* try to unwrap everything into tensor based graph.
* regress some kjt operations into tensor based operation
* introduce rw specific batching logic graph.

Differential Revision: D55298261
@facebook-github-bot
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This pull request was exported from Phabricator. Differential Revision: D55298261

YazhiGao added a commit to YazhiGao/torchrec-3 that referenced this pull request Sep 18, 2024
Summary:
Pull Request resolved: pytorch#2052

* try to unwrap everything into tensor based graph.
* regress some kjt operations into tensor based operation
* introduce rw specific batching logic graph.

Differential Revision: D55298261
Summary:
Pull Request resolved: pytorch#2052

* try to unwrap everything into tensor based graph.
* regress some kjt operations into tensor based operation
* introduce rw specific batching logic graph.

Reviewed By: tissue3

Differential Revision: D55298261
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This pull request was exported from Phabricator. Differential Revision: D55298261

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