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Sync module states during non-fit #17370

Merged
merged 8 commits into from
Apr 15, 2023
Merged

Sync module states during non-fit #17370

merged 8 commits into from
Apr 15, 2023

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carmocca
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@carmocca carmocca commented Apr 14, 2023 •
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What does this PR do?

Using DDP, we only wrap with DistributedDataParallel with trainer.fit.
Since the wrapper normally takes care of synchronizing the parameters and buffers, this was missing during evaluation.

This is not a big bug because most use cases will load a checkpoint during evaluation.

FSDP doesn't have this issue because we always use its wrapper.
Fabric doesn't have this issue because there's no logic around fitting vs non-fitting

cc @Borda @justusschock @awaelchli

@carmocca carmocca added bug Something isn't working strategy: ddp DistributedDataParallel labels Apr 14, 2023
@carmocca carmocca added this to the 2.0.x milestone Apr 14, 2023
@carmocca carmocca self-assigned this Apr 14, 2023
@carmocca carmocca added the pl Generic label for PyTorch Lightning package label Apr 14, 2023
@carmocca carmocca marked this pull request as ready for review April 14, 2023 01:59
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github-actions bot commented Apr 14, 2023 •
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⚡ Required checks status: All passing 🟢

Groups summary

🟢 pytorch_lightning: Tests workflow
Check ID Status
pl-cpu (macOS-11, lightning, 3.8, 1.11) success ✅
pl-cpu (macOS-11, lightning, 3.9, 1.12) success ✅
pl-cpu (macOS-11, lightning, 3.10, 1.13) success ✅
pl-cpu (macOS-11, lightning, 3.10, 2.0) success ✅
pl-cpu (macOS-11, lightning, 3.8, 1.11, oldest) success ✅
pl-cpu (ubuntu-20.04, lightning, 3.8, 1.11) success ✅
pl-cpu (ubuntu-20.04, lightning, 3.9, 1.12) success ✅
pl-cpu (ubuntu-20.04, lightning, 3.10, 1.13) success ✅
pl-cpu (ubuntu-20.04, lightning, 3.10, 2.0) success ✅
pl-cpu (ubuntu-20.04, lightning, 3.8, 1.11, oldest) success ✅
pl-cpu (windows-2022, lightning, 3.8, 1.11) success ✅
pl-cpu (windows-2022, lightning, 3.9, 1.12) success ✅
pl-cpu (windows-2022, lightning, 3.10, 1.13) success ✅
pl-cpu (windows-2022, lightning, 3.10, 2.0) success ✅
pl-cpu (windows-2022, lightning, 3.8, 1.11, oldest) success ✅
pl-cpu (macOS-11, pytorch, 3.8, 1.13) success ✅
pl-cpu (ubuntu-20.04, pytorch, 3.8, 1.13) success ✅
pl-cpu (windows-2022, pytorch, 3.8, 1.13) success ✅

These checks are required after the changes to src/lightning/pytorch/overrides/distributed.py, src/lightning/pytorch/strategies/ddp.py, src/lightning/pytorch/utilities/distributed.py, tests/tests_pytorch/overrides/test_distributed.py, tests/tests_pytorch/utilities/test_distributed.py.

🟢 pytorch_lightning: Azure GPU
Check ID Status
pytorch-lightning (GPUs) success ✅

These checks are required after the changes to src/lightning/pytorch/overrides/distributed.py, src/lightning/pytorch/strategies/ddp.py, src/lightning/pytorch/utilities/distributed.py, tests/tests_pytorch/overrides/test_distributed.py, tests/tests_pytorch/utilities/test_distributed.py.

🟢 pytorch_lightning: Docs
Check ID Status
make-doctest (pytorch) success ✅
make-html (pytorch) success ✅

These checks are required after the changes to src/lightning/pytorch/overrides/distributed.py, src/lightning/pytorch/strategies/ddp.py, src/lightning/pytorch/utilities/distributed.py, docs/source-pytorch/api_references.rst.

🟢 mypy
Check ID Status
mypy success ✅

These checks are required after the changes to src/lightning/pytorch/overrides/distributed.py, src/lightning/pytorch/strategies/ddp.py, src/lightning/pytorch/utilities/distributed.py.

🟢 install
Check ID Status
install-pkg (ubuntu-22.04, app, 3.8) success ✅
install-pkg (ubuntu-22.04, app, 3.10) success ✅
install-pkg (ubuntu-22.04, fabric, 3.8) success ✅
install-pkg (ubuntu-22.04, fabric, 3.10) success ✅
install-pkg (ubuntu-22.04, pytorch, 3.8) success ✅
install-pkg (ubuntu-22.04, pytorch, 3.10) success ✅
install-pkg (ubuntu-22.04, lightning, 3.8) success ✅
install-pkg (ubuntu-22.04, lightning, 3.10) success ✅
install-pkg (ubuntu-22.04, notset, 3.8) success ✅
install-pkg (ubuntu-22.04, notset, 3.10) success ✅
install-pkg (macOS-12, app, 3.8) success ✅
install-pkg (macOS-12, app, 3.10) success ✅
install-pkg (macOS-12, fabric, 3.8) success ✅
install-pkg (macOS-12, fabric, 3.10) success ✅
install-pkg (macOS-12, pytorch, 3.8) success ✅
install-pkg (macOS-12, pytorch, 3.10) success ✅
install-pkg (macOS-12, lightning, 3.8) success ✅
install-pkg (macOS-12, lightning, 3.10) success ✅
install-pkg (macOS-12, notset, 3.8) success ✅
install-pkg (macOS-12, notset, 3.10) success ✅
install-pkg (windows-2022, app, 3.8) success ✅
install-pkg (windows-2022, app, 3.10) success ✅
install-pkg (windows-2022, fabric, 3.8) success ✅
install-pkg (windows-2022, fabric, 3.10) success ✅
install-pkg (windows-2022, pytorch, 3.8) success ✅
install-pkg (windows-2022, pytorch, 3.10) success ✅
install-pkg (windows-2022, lightning, 3.8) success ✅
install-pkg (windows-2022, lightning, 3.10) success ✅
install-pkg (windows-2022, notset, 3.8) success ✅
install-pkg (windows-2022, notset, 3.10) success ✅

These checks are required after the changes to src/lightning/pytorch/overrides/distributed.py, src/lightning/pytorch/strategies/ddp.py, src/lightning/pytorch/utilities/distributed.py.

Thank you for your contribution! 💜

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@carmocca carmocca mentioned this pull request Apr 14, 2023
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Borda
Borda approved these changes Apr 14, 2023
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@mergify mergify bot added the ready PRs ready to be merged label Apr 14, 2023
@carmocca carmocca enabled auto-merge (squash) April 15, 2023 02:11
@carmocca carmocca merged commit 97a6186 into master Apr 15, 2023
@carmocca carmocca deleted the carmocca/module-states branch April 15, 2023 02:35
Borda pushed a commit that referenced this pull request Apr 24, 2023
@carmocca @Borda
Sync module states during non-fit (#17370)
9ffa6fa 
Co-authored-by: Jirka Borovec <6035284+Borda@users.noreply.github.com>
(cherry picked from commit 97a6186)
Borda pushed a commit that referenced this pull request Apr 24, 2023
@carmocca @Borda
Sync module states during non-fit (#17370)
e0d493c 
Co-authored-by: Jirka Borovec <6035284+Borda@users.noreply.github.com>
(cherry picked from commit 97a6186)
lantiga pushed a commit that referenced this pull request Apr 24, 2023
@carmocca @lantiga
Sync module states during non-fit (#17370)
2af135b 
Co-authored-by: Jirka Borovec <6035284+Borda@users.noreply.github.com>
(cherry picked from commit 97a6186)
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@awaelchli awaelchli awaelchli approved these changes

@Borda Borda Borda approved these changes

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

@williamFalcon williamFalcon Awaiting requested review from williamFalcon

@edenlightning edenlightning Awaiting requested review from edenlightning

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

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bug Something isn't working pl Generic label for PyTorch Lightning package ready PRs ready to be merged strategy: ddp DistributedDataParallel
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@carmocca @awaelchli @Borda