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add DTensor to VLE and fix 2D sharding group in EBC #2626

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iamzainhuda
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Summary:
Adding DTensor state dict to VLE, this is identical to EBC DTensor path.

Future work of this diff is to consolidate the logic of EBC/PEA/VLE state dict into one parent class because of their significant similarities

A revert diff removed the 2D sharding logic in embedding bag collection mistakenly: D66800554, this diff adds it back in

Differential Revision: D65555595

@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 Dec 10, 2024
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This pull request was exported from Phabricator. Differential Revision: D65555595

iamzainhuda added a commit to iamzainhuda/torchrec that referenced this pull request Dec 10, 2024
Summary:

Adding DTensor state dict to VLE, this is identical to EBC DTensor path.

Future work of this diff is to consolidate the logic of EBC/PEA/VLE state dict into one parent class because of their significant similarities

A revert diff removed the 2D sharding logic in embedding bag collection mistakenly: D66800554, this diff adds it back in

Differential Revision: D65555595
@facebook-github-bot
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This pull request was exported from Phabricator. Differential Revision: D65555595

Summary:

Adding DTensor state dict to VLE, this is identical to EBC DTensor path.

Future work of this diff is to consolidate the logic of EBC/PEA/VLE state dict into one parent class because of their significant similarities

A revert diff removed the 2D sharding logic in embedding bag collection mistakenly: D66800554, this diff adds it back in

Differential Revision: D65555595
@facebook-github-bot
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This pull request was exported from Phabricator. Differential Revision: D65555595

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