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Simplify enabling CPU offload in FSDP #15832

Merged
merged 11 commits into from Dec 7, 2022
Merged

Simplify enabling CPU offload in FSDP #15832

merged 11 commits into from Dec 7, 2022

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@awaelchli awaelchli commented Nov 26, 2022 •
edited by github-actions bot

What does this PR do?

A UX improvement for enabling offloading without needing to import extras from the FSDP library.

Before:

from torch.distributed.fsdp.fully_sharded_data_parallel import CPUOffload

strategy = FSDPStrategy(cpu_offload=CPUOffload(offload_params=True))

After:

strategy = FSDPStrategy(cpu_offload=True)

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@github-actions github-actions bot added the pl Generic label for PyTorch Lightning package label Nov 26, 2022
@awaelchli awaelchli added refactor fabric lightning.fabric.Fabric strategy: fsdp Fully Sharded Data Parallel fun Staff contributions outside working hours - to differentiate from the "community" label labels Nov 26, 2022
@awaelchli awaelchli added this to the v1.9 milestone Nov 26, 2022
@awaelchli awaelchli self-assigned this Nov 26, 2022
@awaelchli awaelchli marked this pull request as ready for review November 26, 2022 10:38
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github-actions bot commented Nov 26, 2022 •
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⚡ Required checks status: All passing 🟢

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🟢 pytorch_lightning: Tests workflow
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pl-cpu (macOS-11, pytorch, 3.8, 1.11) success ✅
pl-cpu (macOS-11, pytorch, 3.9, 1.12) success ✅
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pl-cpu (ubuntu-20.04, pytorch, 3.10, 1.13) success ✅
pl-cpu (ubuntu-20.04, pytorch, 3.7, 1.10, oldest) success ✅
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pl-cpu (windows-2022, pytorch, 3.10, 1.12) success ✅
pl-cpu (windows-2022, pytorch, 3.10, 1.13) success ✅
pl-cpu (windows-2022, pytorch, 3.7, 1.10, oldest) success ✅
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pl-cpu (ubuntu-20.04, lightning, 3.8, 1.13) success ✅
pl-cpu (windows-2022, lightning, 3.8, 1.13) success ✅

These checks are required after the changes to src/lightning_lite/strategies/fsdp.py, src/pytorch_lightning/strategies/fully_sharded_native.py, tests/tests_pytorch/strategies/test_ddp_fully_sharded_native.py.

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lite-cpu (macOS-11, lite, 3.7, 1.10, oldest) success ✅
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lite-cpu (windows-2022, lite, 3.7, 1.10, oldest) success ✅
lite-cpu (macOS-11, lightning, 3.8, 1.13) success ✅
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lite-cpu (windows-2022, lightning, 3.8, 1.13) success ✅

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install-pkg (ubuntu-22.04, app, 3.10) success ✅
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install-pkg (ubuntu-22.04, lite, 3.10) success ✅
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Borda
Borda approved these changes Nov 28, 2022
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awaelchli and others added 2 commits December 1, 2022 18:53
@awaelchli @Borda
Update src/lightning_lite/strategies/fsdp.py
78dc79b 
Co-authored-by: Jirka Borovec <6035284+Borda@users.noreply.github.com>
@awaelchli @Borda
Update src/pytorch_lightning/strategies/fully_sharded_native.py
fb50fa2 
Co-authored-by: Jirka Borovec <6035284+Borda@users.noreply.github.com>
@mergify mergify bot added the ready PRs ready to be merged label Dec 6, 2022
@mergify mergify bot added has conflicts and removed ready PRs ready to be merged labels Dec 6, 2022
@awaelchli awaelchli enabled auto-merge (squash) December 7, 2022 02:17
@mergify mergify bot added ready PRs ready to be merged and removed has conflicts ready PRs ready to be merged labels Dec 7, 2022
@awaelchli awaelchli merged commit 2debd1c into master Dec 7, 2022
@awaelchli awaelchli deleted the feature/fsdp-simplify-offload-api branch December 7, 2022 02:55
justusschock added a commit that referenced this pull request Dec 9, 2022
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- [Commits](microsoft/playwright-python@v1.27.1...v1.28.0)

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carmocca added a commit that referenced this pull request Jan 4, 2023
@awaelchli @Borda
@tchaton @lantiga @jerome-habana @pre-commit-ci @akihironitta @aniketmaurya @nohalon @ethanwharris @rlizzo @dependabot @stekiri @carmocca @justusschock
Sync debug branch with master (#15983)
2ef2097 
* Simplify enabling CPU offload in FSDP (#15832)

Co-authored-by: Jirka Borovec <6035284+Borda@users.noreply.github.com>

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* Remove unused
* Update document link and address comment

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Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>

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* ENG-627: Docs for CloudCompute Mount Argument (#15182)

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@carmocca carmocca carmocca left review comments

@Borda Borda Borda approved these changes

@justusschock justusschock justusschock approved these changes

@williamFalcon williamFalcon Awaiting requested review from williamFalcon williamFalcon is a code owner

@edenlightning edenlightning Awaiting requested review from edenlightning

@tchaton tchaton Awaiting requested review from tchaton tchaton is a code owner

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