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[doc] performance: groups of operations by compute-intensity #14757

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merged 1 commit into from
Dec 15, 2021

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stas00
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@stas00 stas00 commented Dec 14, 2021

I found this really good summary of 3 groups of operations in transformers by their compute-intensity from https://arxiv.org/abs/2007.00072

I adapted it to be generic as it was originally written to be specific to data movements.

I think it'd make a great addition to the performance doc.

@sgugger

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Looks useful, thanks for adding!

@stas00 stas00 merged commit fdf3ce2 into huggingface:master Dec 15, 2021
@stas00 stas00 deleted the doc-performance-operations branch December 15, 2021 03:01
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2 participants