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Added model wrappers for DeepFM and DLRM#3115

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SSYernar wants to merge 1 commit intometa-pytorch:mainfrom
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Added model wrappers for DeepFM and DLRM#3115
SSYernar wants to merge 1 commit intometa-pytorch:mainfrom
SSYernar:export-D76916471

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Summary:

  • Added model wrappers for DeepFM and DLRM. The wrapper will take ModelInput as an only parameter in the forward method.
  • Added the unit tests to cover the models' wrappers

Differential Revision: D76916471

@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 Jun 18, 2025
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This pull request was exported from Phabricator. Differential Revision: D76916471

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This pull request was exported from Phabricator. Differential Revision: D76916471

SSYernar added a commit to SSYernar/torchrec that referenced this pull request Jun 18, 2025
Summary:
Pull Request resolved: meta-pytorch#3115

* Added model wrappers for DeepFM and DLRM. The wrapper will take ModelInput as an only parameter in the forward method.
* Added the unit tests to cover the models' wrappers

Differential Revision: D76916471
SSYernar added a commit to SSYernar/torchrec that referenced this pull request Jun 19, 2025
Summary:

* Added model wrappers for DeepFM and DLRM. The wrapper will take ModelInput as an only parameter in the forward method. 
* Added the unit tests to cover the models' wrappers

Differential Revision: D76916471
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This pull request was exported from Phabricator. Differential Revision: D76916471

SSYernar added a commit to SSYernar/torchrec that referenced this pull request Jun 19, 2025
Summary:
Pull Request resolved: meta-pytorch#3115

* Added model wrappers for DeepFM and DLRM. The wrapper will take ModelInput as an only parameter in the forward method.
* Added the unit tests to cover the models' wrappers

Differential Revision: D76916471
SSYernar added a commit to SSYernar/torchrec that referenced this pull request Jun 23, 2025
Summary:

* Added model wrapper for DeepFM. The wrapper will take ModelInput as an only parameter in the forward method. 
* Added the unit tests to cover the model's wrapper

Differential Revision: D76916471
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This pull request was exported from Phabricator. Differential Revision: D76916471

SSYernar added a commit to SSYernar/torchrec that referenced this pull request Jun 23, 2025
Summary:

* Added model wrapper for DeepFM. The wrapper will take ModelInput as an only parameter in the forward method. 
* Added the parameterized unit tests to cover the model's wrapper

Differential Revision: D76916471
Summary:

* Added model wrapper for DeepFM. The wrapper will take ModelInput as an only parameter in the forward method. The forward method will return just the prediction if it's in inference mode and losses with prediction if it's in training mode. (Because training pipeline expects loss and prediction. See https://github.com/pytorch/torchrec/blob/main/torchrec/distributed/train_pipeline/train_pipelines.py#L670)
* Added the parameterized unit tests to cover the model's wrapper

Differential Revision: D76916471
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This pull request was exported from Phabricator. Differential Revision: D76916471

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