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huggingface / transformers Public

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XLA train step fixes#17973

Merged

Rocketknight1 merged 21 commits intomainhuggingface/transformers:mainfrom

xla_train_step_fixeshuggingface/transformers:xla_train_step_fixesCopy head branch name to clipboard

Jul 1, 2022

Conversation Commits21 (21)Checks Files changed

Merged

XLA train step fixes#17973
Rocketknight1 merged 21 commits intomainfrom
xla_train_step_fixes

Commits

Commits on Jun 30, 2022

Copy inputs to train and test step before modifying them, as this breaks things
Rocketknight1
committed
Add XLA tests, fix our loss functions to be XLA-compatible
Rocketknight1
committed
make fixup
Rocketknight1
committed

Commits on Jul 1, 2022

Update loss computation test to expect vector of per-sample losses
Rocketknight1
committed
Patch loss for TFLED
Rocketknight1
committed
Patch loss for TFAlbert
Rocketknight1
committed
Add a tf_legacy_loss config flag that enables old loss functions
Rocketknight1
committed
Stop using config.get() because it's not a dict
Rocketknight1
committed
Skip loss computation test for RAG because its loss is very strange and I'm afraid to rewrite it
Rocketknight1
committed
make fixup
Rocketknight1
committed
Add XLA-compatible RAG loss
Rocketknight1
committed
Fix dtype of loss mask for TFAlbert
Rocketknight1
committed
Fix test for XLNet too because it overrides the default one
Rocketknight1
committed
make fixup
Rocketknight1
committed
Fix config test
Rocketknight1
committed
No more depending on GPU NaN behaviour
Rocketknight1
committed
Add test, avoid potential zero division
Rocketknight1
committed
Fix test item assignment
Rocketknight1
committed
Fix loss computation masking test
Rocketknight1
committed
make fixup
Rocketknight1
committed
Fix dtype bugs
Rocketknight1
committed

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