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Implement unlift_and_swap function #2477

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@angelayi angelayi commented Oct 9, 2024

Summary:
Implement a new swapping API which does the following:

  1. Takes an exported program and torchrec serializer
  2. Constructs torchrec modules based on serialized metadata stored in the exported program
  3. Unlifts the exported program to a normal nn.Module
  4. Partitions out nodes and swaps them out with calls to the torchrec modules

Differential Revision: D63683421

@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 Oct 9, 2024
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This pull request was exported from Phabricator. Differential Revision: D63683421

Summary:

Implement a new swapping API which does the following:
1. Takes an exported program and torchrec serializer
2. Constructs torchrec modules based on serialized metadata stored in the exported program
3. Unlifts the exported program to a normal nn.Module
4. Partitions out nodes and swaps them out with calls to the torchrec modules

Differential Revision: D63683421
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This pull request was exported from Phabricator. Differential Revision: D63683421

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