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Refactor scaler to util #3142

Merged
merged 3 commits into from
Oct 8, 2024
Merged

Refactor scaler to util #3142

merged 3 commits into from
Oct 8, 2024

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muellerzr
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What does this PR do?

This PR adds a new func to utils.modeling in the form of get_grad_scaler.

There's a few times when we need to repeat some of the logic for grad scalers for backward compatibility etc (see #3132) and also easier to have typos (https://github.com/huggingface/accelerate/pull/3116/files) so instead keeps one reference and refactors to its own func.

I debated on making this a class, but a functional getter similar to the one for mixed precision seemed ideal

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@BenjaminBossan @SunMarc

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@BenjaminBossan BenjaminBossan left a comment

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Generally LGTM, thanks. Just one small comment and the question whether the function should also be used in benchmarks/fp8/ms_amp/ddp.py and benchmarks/fp8/ms_amp/non_distributed.py.

src/accelerate/utils/modeling.py Outdated Show resolved Hide resolved
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@SunMarc SunMarc left a comment

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LGTM ! +1 on @BenjaminBossan comment

@muellerzr muellerzr merged commit fb68cb9 into main Oct 8, 2024
27 of 28 checks passed
@muellerzr muellerzr deleted the refactor-scaler branch October 8, 2024 15:07
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4 participants