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Fix retrieval of batch indices when dataloader num_workers > 0 #10870
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tchaton
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LGTM !
awaelchli
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Borda,
carmocca,
justusschock,
kaushikb11,
rohitgr7,
SeanNaren and
williamFalcon
as code owners
December 1, 2021 22:07
awaelchli
commented
Dec 1, 2021
carmocca
approved these changes
Dec 2, 2021
rohitgr7
approved these changes
Dec 2, 2021
Co-authored-by: Rohit Gupta <[email protected]>
Codecov Report
@@ Coverage Diff @@
## master #10870 +/- ##
=======================================
Coverage 92% 92%
=======================================
Files 177 177
Lines 16567 16579 +12
=======================================
+ Hits 15206 15218 +12
Misses 1361 1361 |
awaelchli
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Co-authored-by: Rohit Gupta <[email protected]>
lexierule
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Co-authored-by: Rohit Gupta <[email protected]>
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What does this PR do?
Fixes #10782
Please see my comment here #10782 (comment) for a detailed answer where the bug comes from and why we need to change the way we use the
IndexBatchSamplerWrapper
. In short, the way a PyTorch BatchSampler retrieves the batch indices differs betweennum_workers=0
andnum_workers > 0
in theDataLoader
, and our prediction loop needs to account for that.Does your PR introduce any breaking changes? If yes, please list them.
No.
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PR review
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Did you have fun?
I made sure I had fun coding 🙃
Part of #1 (it's a lie, this is just here to avoid noisy GitHub bot)
cc @Borda