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Error for unsupported precision types with ModelParallelStrategy #19902

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merged 6 commits into from
May 23, 2024

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@awaelchli awaelchli commented May 23, 2024

What does this PR do?

Adds error handling if user passes precision="16-mixed". This would require a sharded gradscaler to be configured, but we opted for not supporting this at the moment. precision="bf16-mixed" (bfloat) is still supported, as it doesn't require a grad scaler. Other precisions such as bitsandbytes are also not allowed (they don't compose with this strategy) by design.

cc @Borda @carmocca @justusschock @awaelchli

@github-actions github-actions bot added fabric lightning.fabric.Fabric pl Generic label for PyTorch Lightning package labels May 23, 2024
@awaelchli awaelchli marked this pull request as ready for review May 23, 2024 14:56
@awaelchli awaelchli added the feature Is an improvement or enhancement label May 23, 2024
@awaelchli awaelchli added this to the 2.3 milestone May 23, 2024
@awaelchli awaelchli requested a review from lantiga May 23, 2024 14:56
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github-actions bot commented May 23, 2024

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A comment on making the error message simpler to action

src/lightning/fabric/connector.py Outdated Show resolved Hide resolved
@mergify mergify bot added the ready PRs ready to be merged label May 23, 2024
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codecov bot commented May 23, 2024

Codecov Report

All modified and coverable lines are covered by tests ✅

Project coverage is 59%. Comparing base (7874cd0) to head (37e53fe).
Report is 1 commits behind head on master.

Additional details and impacted files
@@            Coverage Diff            @@
##           master   #19902     +/-   ##
=========================================
- Coverage      84%      59%    -25%     
=========================================
  Files         426      421      -5     
  Lines       35247    35156     -91     
=========================================
- Hits        29621    20752   -8869     
- Misses       5626    14404   +8778     

@awaelchli awaelchli merged commit 896c2a6 into master May 23, 2024
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@awaelchli awaelchli deleted the feature/model-parallel-16-mixed branch May 23, 2024 17:43
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