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Move inference_mode logic to the loops #16704

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Merged
merged 4 commits into from
Feb 10, 2023
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@carmocca carmocca commented Feb 9, 2023

What does this PR do?

Part of the trainer.py cleanup

cc @justusschock @awaelchli @carmocca @Borda

@carmocca carmocca added refactor loops Related to the Loop API trainer pl Generic label for PyTorch Lightning package labels Feb 9, 2023
@carmocca carmocca added this to the 2.0 milestone Feb 9, 2023
@carmocca carmocca self-assigned this Feb 9, 2023
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github-actions bot commented Feb 9, 2023

⚡ Required checks status: All passing 🟢

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🟢 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, 3.8, 1.11, oldest) success
pl-cpu (ubuntu-20.04, lightning, 3.9, 1.11) success
pl-cpu (ubuntu-20.04, lightning, 3.10, 1.12) success
pl-cpu (ubuntu-20.04, lightning, 3.10, 1.13) success
pl-cpu (ubuntu-20.04, lightning, 3.8, 1.11, oldest) success
pl-cpu (windows-2022, lightning, 3.9, 1.11) success
pl-cpu (windows-2022, lightning, 3.10, 1.12) success
pl-cpu (windows-2022, lightning, 3.10, 1.13) 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/loops/dataloader/evaluation_loop.py, src/lightning/pytorch/loops/dataloader/prediction_loop.py, src/lightning/pytorch/loops/epoch/training_epoch_loop.py, src/lightning/pytorch/loops/utilities.py, src/lightning/pytorch/trainer/trainer.py, tests/tests_pytorch/trainer/flags/test_inference_mode.py.

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

These checks are required after the changes to src/lightning/pytorch/loops/dataloader/evaluation_loop.py, src/lightning/pytorch/loops/dataloader/prediction_loop.py, src/lightning/pytorch/loops/epoch/training_epoch_loop.py, src/lightning/pytorch/loops/utilities.py, src/lightning/pytorch/trainer/trainer.py, tests/tests_pytorch/trainer/flags/test_inference_mode.py.

🟢 pytorch_lightning: Azure HPU
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pytorch-lightning (HPUs) success

These checks are required after the changes to src/lightning/pytorch/loops/dataloader/evaluation_loop.py, src/lightning/pytorch/loops/dataloader/prediction_loop.py, src/lightning/pytorch/loops/epoch/training_epoch_loop.py, src/lightning/pytorch/loops/utilities.py, src/lightning/pytorch/trainer/trainer.py, tests/tests_pytorch/trainer/flags/test_inference_mode.py.

🟢 pytorch_lightning: Azure IPU
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pytorch-lightning (IPUs) success

These checks are required after the changes to src/lightning/pytorch/loops/dataloader/evaluation_loop.py, src/lightning/pytorch/loops/dataloader/prediction_loop.py, src/lightning/pytorch/loops/epoch/training_epoch_loop.py, src/lightning/pytorch/loops/utilities.py, src/lightning/pytorch/trainer/trainer.py, tests/tests_pytorch/trainer/flags/test_inference_mode.py.

🟢 pytorch_lightning: Docs
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make-doctest (pytorch) success
make-html (pytorch) success

These checks are required after the changes to src/lightning/pytorch/loops/dataloader/evaluation_loop.py, src/lightning/pytorch/loops/dataloader/prediction_loop.py, src/lightning/pytorch/loops/epoch/training_epoch_loop.py, src/lightning/pytorch/loops/utilities.py, src/lightning/pytorch/trainer/trainer.py.

🟢 mypy
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These checks are required after the changes to src/lightning/pytorch/loops/dataloader/evaluation_loop.py, src/lightning/pytorch/loops/dataloader/prediction_loop.py, src/lightning/pytorch/loops/epoch/training_epoch_loop.py, src/lightning/pytorch/loops/utilities.py, src/lightning/pytorch/trainer/trainer.py.

🟢 install
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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/loops/dataloader/evaluation_loop.py, src/lightning/pytorch/loops/dataloader/prediction_loop.py, src/lightning/pytorch/loops/epoch/training_epoch_loop.py, src/lightning/pytorch/loops/utilities.py, src/lightning/pytorch/trainer/trainer.py.


Thank you for your contribution! 💜

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@Borda Borda changed the title Move inference_mode logic to the loops Move inference_mode logic to the loops Feb 10, 2023
@mergify mergify bot added the ready PRs ready to be merged label Feb 10, 2023
@carmocca carmocca merged commit c35fee9 into master Feb 10, 2023
@carmocca carmocca deleted the refactor/inference-mode-loops branch February 10, 2023 15:31
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4 participants