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fix: Replace RemoveDropout lowering pass implementation with modified JIT pass #1589

Merged
merged 2 commits into from
Jan 25, 2023
Merged

fix: Replace RemoveDropout lowering pass implementation with modified JIT pass #1589

merged 2 commits into from
Jan 25, 2023

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gs-olive
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@gs-olive gs-olive commented Jan 12, 2023 •
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Description

  • Remove existing dropout removal lowering pass implementation due to bug
  • Use adapted Torch JIT dropout removal lowering pass to resolve bug where nested dropouts resulted in invalid graph
  • Existing removal process left artifacts in graph which caused an internal assertion error
  • Add two regression tests to catch nested dropout bug

Fixes #1587

Type of change

  • Bug fix (non-breaking change which fixes an issue)

Checklist:

  • [ x ] My code follows the style guidelines of this project (You can use the linters)
  • [ x ] I have performed a self-review of my own code
  • [ x ] I have commented my code, particularly in hard-to-understand areas and hacks
  • [ x ] I have made corresponding changes to the documentation
  • [ x ] I have added tests to verify my fix or my feature
  • [ x ] New and existing unit tests pass locally with my changes
  • [ x ] I have added the relevant labels to my PR in so that relevant reviewers are notified

@gs-olive gs-olive self-assigned this Jan 12, 2023
@github-actions github-actions bot added component: core Issues re: The core compiler component: lowering Issues re: The lowering / preprocessing passes component: tests Issues re: Tests labels Jan 12, 2023
@gs-olive gs-olive changed the title fix: Replace custom dropout-removal lowering pass with JIT pass fix: Replace RemoveDropout lowering pass implementation with JIT pass Jan 12, 2023
@gs-olive gs-olive changed the title fix: Replace RemoveDropout lowering pass implementation with JIT pass fix: Replace RemoveDropout lowering pass implementation with modified JIT pass Jan 20, 2023
@gs-olive gs-olive force-pushed the remove_dropout_bugfix branch 3 times, most recently from d84905f to f8385b6 Compare January 23, 2023 22:40
@gs-olive
fix: Replace dropout lowering pass
ae8b569 
- Remove existing dropout removal lowering pass implementation due to
bug
- Use Torch JIT dropout removal lowering pass to resolve bug where
nested dropouts resulted in invalid graph
- Existing removal process left artifacts in graph which caused an
internal assertion error
- Add regression test to catch nested dropout bug
- Update tests to remove testing for `feature_alpha_dropout` and
`feature_alpha_dropout_`, which are not removed by the JIT lowering pass
and can be added in later
@gs-olive
fix: Adapt torch JIT pass for removeDropout
8698045 
- Adapt JIT pass to remove dropout to accommodate multiple dropout
schemas
- Include additional test cases to verify new removal code
narendasan
narendasan approved these changes Jan 25, 2023
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LGTM

@narendasan narendasan merged commit b2b6871 into pytorch:main Jan 25, 2023
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@narendasan narendasan narendasan approved these changes

@bowang007 bowang007 Awaiting requested review from bowang007

@peri044 peri044 Awaiting requested review from peri044

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🐛 [Bug] Error when compiling Punctuation BERT model
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