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Modify torchrec code to use reduce_scatter_v and all_gather_v #568

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@YazhiGao YazhiGao commented Aug 5, 2022

Summary: This change adds a new PooledEmbeddingsReduceScatterV which uses _reduce_scatter_v and _all_gather_v in c10d for performing row-wise and table-wise row-wise sharding.

Differential Revision: D37735264

Summary: This change adds a new `PooledEmbeddingsReduceScatterV` which uses `_reduce_scatter_v` and `_all_gather_v` in c10d for performing row-wise and table-wise row-wise sharding.

Differential Revision: D37735264

fbshipit-source-id: fa8265094daf1ffea98241eca0b7872fafe77b2d
@facebook-github-bot facebook-github-bot added CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed. fb-exported labels Aug 5, 2022
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This pull request was exported from Phabricator. Differential Revision: D37735264

aashaka added a commit to aashaka/torchrec that referenced this pull request Aug 17, 2022
…h#568)

Summary:
Pull Request resolved: pytorch#568

This change adds a new `PooledEmbeddingsReduceScatterV` which uses `_reduce_scatter_v` and `_all_gather_v` in c10d for performing row-wise and table-wise row-wise sharding.

Reviewed By: YazhiGao

Differential Revision: D37735264

fbshipit-source-id: 8b5b7830f180a757a42fa3db0cfbc33ec962ae92
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