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Support custom policies for activation checkpointing with FSDP #18045

Merged
merged 7 commits into from
Jul 14, 2023
Merged

Support custom policies for activation checkpointing with FSDP #18045

merged 7 commits into from
Jul 14, 2023

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carmocca
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@carmocca carmocca commented Jul 10, 2023 •
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What does this PR do?

Fixes #18007

cc @Borda @tchaton @carmocca @justusschock @awaelchli

@carmocca carmocca added feature Is an improvement or enhancement deprecation Includes a deprecation fabric lightning.fabric.Fabric strategy: fsdp Fully Sharded Data Parallel pl Generic label for PyTorch Lightning package labels Jul 10, 2023
@carmocca carmocca added this to the 2.1 milestone Jul 10, 2023
@carmocca carmocca self-assigned this Jul 10, 2023
@carmocca carmocca marked this pull request as ready for review July 10, 2023 15:52
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github-actions bot commented Jul 10, 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/fabric/strategies/fsdp.py, src/lightning/pytorch/strategies/fsdp.py, tests/tests_pytorch/deprecated_api/test_no_removal_version.py, tests/tests_pytorch/strategies/test_fsdp.py.

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

These checks are required after the changes to src/lightning/pytorch/strategies/fsdp.py, tests/tests_pytorch/deprecated_api/test_no_removal_version.py, tests/tests_pytorch/strategies/test_fsdp.py, src/lightning/fabric/strategies/fsdp.py.

🟢 pytorch_lightning: Benchmarks
Check ID Status
lightning.Benchmarks success ✅

These checks are required after the changes to src/lightning/fabric/strategies/fsdp.py, src/lightning/pytorch/strategies/fsdp.py.

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

These checks are required after the changes to src/lightning/fabric/strategies/fsdp.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/strategies/fsdp.py, docs/source-pytorch/advanced/model_parallel.rst.

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

These checks are required after the changes to src/lightning/fabric/strategies/fsdp.py, tests/tests_fabric/strategies/test_fsdp.py, tests/tests_fabric/strategies/test_fsdp_integration.py.

🟢 lightning_fabric: Azure GPU
Check ID Status
lightning-fabric (GPUs) success ✅

These checks are required after the changes to src/lightning/fabric/strategies/fsdp.py, tests/tests_fabric/strategies/test_fsdp.py, tests/tests_fabric/strategies/test_fsdp_integration.py.

🟢 mypy
Check ID Status
mypy success ✅

These checks are required after the changes to src/lightning/fabric/strategies/fsdp.py, src/lightning/pytorch/strategies/fsdp.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/fabric/strategies/fsdp.py, src/lightning/pytorch/strategies/fsdp.py.

🟢 link-check
Check ID Status
check-md-links / markdown-link-check success ✅

These checks are required after the changes to src/lightning/fabric/CHANGELOG.md, src/lightning/pytorch/CHANGELOG.md.

Thank you for your contribution! 💜

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This comment is automatically generated and updates for 60 minutes every 180 seconds. If you have any other questions, contact carmocca for help.

@carmocca carmocca force-pushed the carmocca/act-ckpt-policy branch from 120c3c4 to ae7a86f Compare July 10, 2023 16:20
@carmocca carmocca force-pushed the carmocca/act-ckpt-policy branch from bfe4b60 to f1f6e02 Compare July 11, 2023 01:04
@awaelchli awaelchli mentioned this pull request Jul 12, 2023
Closed
@mergify mergify bot removed the has conflicts label Jul 14, 2023
@mergify mergify bot added the ready PRs ready to be merged label Jul 14, 2023
@carmocca carmocca merged commit 2f657ae into master Jul 14, 2023
@carmocca carmocca deleted the carmocca/act-ckpt-policy branch July 14, 2023 18:00
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Reviewers

@justusschock justusschock justusschock approved these changes

@awaelchli awaelchli awaelchli approved these changes

@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

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

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@carmocca carmocca

Labels
deprecation Includes a deprecation fabric lightning.fabric.Fabric feature Is an improvement or enhancement pl Generic label for PyTorch Lightning package ready PRs ready to be merged strategy: fsdp Fully Sharded Data Parallel
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Milestone
2.1
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Support custom policies for activation checkpointing with FSDP
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@carmocca @awaelchli @justusschock