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Rework tests to compare trainer checkpoint args #29883

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merged 4 commits into from
Mar 31, 2024

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muellerzr
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@muellerzr muellerzr commented Mar 26, 2024

What does this PR do?

Follow-up to #29255, noticed that this fails on multi-GPU since there is logic involved on the batch size, which we need to bring back in because train_batch_size is the total batch size, or train_batch_size // n_gpu.

I also noticed it would print out a list of warnings, which can get messy, so condensed the logs down to a single one for users.

Fixes failing CI on accelerate main (tested locally on two GPUs)

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We should potentially use warning_once as well?

src/transformers/trainer.py Outdated Show resolved Hide resolved
train_bs_args = training_args.per_device_train_batch_size
train_bs_state = trainer_state.train_batch_size // max(1, training_args.n_gpu)

if train_bs_args != train_bs_state:
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good catch

Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com>
@muellerzr muellerzr merged commit 3b8e293 into main Mar 31, 2024
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@muellerzr muellerzr deleted the muellerzr-rework-warning branch March 31, 2024 02:19
ArthurZucker added a commit that referenced this pull request Apr 22, 2024
* Start rework

* Fix failing test

* Include max

* Update src/transformers/trainer.py

Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com>

---------

Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com>
itazap pushed a commit that referenced this pull request May 14, 2024
* Start rework

* Fix failing test

* Include max

* Update src/transformers/trainer.py

Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com>

---------

Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com>
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3 participants