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Train Reels LearnedVM as a residual boost#449

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kaiwenw wants to merge 1 commit intofacebookresearch:masterfrom
kaiwenw:export-D27264221
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Train Reels LearnedVM as a residual boost#449
kaiwenw wants to merge 1 commit intofacebookresearch:masterfrom
kaiwenw:export-D27264221

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@kaiwenw kaiwenw commented Apr 9, 2021

Summary:

  • add option to train as residual boost (on top of prod vm score)
  • net builder for MLP for better configuration of MLPScorer
  • filter out slates with 0 scores (ostensibly from precision problems); these caused nan problems in training
  • add option for orthogonal weight initialization

Reviewed By: czxttkl

Differential Revision: D27264221

Summary:
- add option to train as residual boost (on top of prod vm score)
- net builder for MLP for better configuration of MLPScorer
- filter out slates with 0 scores (ostensibly from precision problems); these caused nan problems in training
- add option for orthogonal weight initialization

Reviewed By: czxttkl

Differential Revision: D27264221

fbshipit-source-id: 96663cf3b18be96c1885126ad3df50f41b49d778
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This pull request was exported from Phabricator. Differential Revision: D27264221

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This pull request has been merged in 211e9eb.

xuruiyang pushed a commit that referenced this pull request Sep 20, 2025
Summary:
Pull Request resolved: #449

- add option to train as residual boost (on top of prod vm score)
- net builder for MLP for better configuration of MLPScorer
- filter out slates with 0 scores (ostensibly from precision problems); these caused nan problems in training
- add option for orthogonal weight initialization

Reviewed By: czxttkl

Differential Revision: D27264221

fbshipit-source-id: 0c53893a155c29229efafed9f459f6e950dbcf12
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2 participants