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Avoid expensive iter() call to dataloader in dataloader checks #18415

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merged 5 commits into from
Aug 28, 2023

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awaelchli
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@awaelchli awaelchli commented Aug 28, 2023

What does this PR do?

Fixes #18414
Minor improvement on #17007
This only covers the case when the dataloader is not a combined loader.

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cc @justusschock @awaelchli @Borda

@awaelchli awaelchli added bug Something isn't working data handling Generic data-related topic performance labels Aug 28, 2023
@awaelchli awaelchli added this to the 2.0.x milestone Aug 28, 2023
@github-actions github-actions bot added the pl Generic label for PyTorch Lightning package label Aug 28, 2023
@awaelchli awaelchli marked this pull request as ready for review August 28, 2023 10:01
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github-actions bot commented Aug 28, 2023

⚡ 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/trainer/connectors/data_connector.py, tests/tests_pytorch/loops/test_loops.py, tests/tests_pytorch/trainer/connectors/test_data_connector.py.

🟢 pytorch_lightning: Azure GPU
Check ID Status
[pytorch-lightning (GPUs) (testing Lightning latest)](https://dev.azure.com/Lightning-AI/72ab7ed8-b00f-4b6e-b131-3388f7ffafa7/_build/results?buildId=171620&view=logs&jobId=47e66f3c-897a-5428-da11-bf5c7745762e) success
[pytorch-lightning (GPUs) (testing PyTorch latest)](https://dev.azure.com/Lightning-AI/72ab7ed8-b00f-4b6e-b131-3388f7ffafa7/_build/results?buildId=171620&view=logs&jobId=3f274fac-2e11-54ca-487e-194c91f3ae9f) success

These checks are required after the changes to src/lightning/pytorch/trainer/connectors/data_connector.py, tests/tests_pytorch/loops/test_loops.py, tests/tests_pytorch/trainer/connectors/test_data_connector.py.

🟢 pytorch_lightning: Benchmarks
Check ID Status
lightning.Benchmarks success

These checks are required after the changes to src/lightning/pytorch/trainer/connectors/data_connector.py.

🟢 pytorch_lightning: Docs
Check ID Status
docs-checks (pytorch, doctest) success
make-html (pytorch) success

These checks are required after the changes to src/lightning/pytorch/trainer/connectors/data_connector.py.

🟢 mypy
Check ID Status
mypy success

These checks are required after the changes to src/lightning/pytorch/trainer/connectors/data_connector.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/trainer/connectors/data_connector.py.


Thank you for your contribution! 💜

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Good idea

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Good idea

@carmocca carmocca merged commit d77132b into master Aug 28, 2023
@carmocca carmocca deleted the bugfix/fast-check-dataloader branch August 28, 2023 13:49
@mergify mergify bot added the ready PRs ready to be merged label Aug 28, 2023
Borda pushed a commit that referenced this pull request Aug 28, 2023
lantiga pushed a commit that referenced this pull request Aug 30, 2023
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prefetch_factor*worker datums thrown away because of _check_dataloader_iterable
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