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[TinyViT] Use pytorch amp to reduce training time #107

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merged 5 commits into from
Jul 27, 2022
Merged

[TinyViT] Use pytorch amp to reduce training time #107

merged 5 commits into from
Jul 27, 2022

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wkcn
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@wkcn wkcn commented Jul 27, 2022 •
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Machine: 8 * V100
CUDA 11
PyTorch 1.11

Model Acc@1 (torch amp) Training Time (torch amp) Acc@1 (apex) Training Time (apex) Paper
TInyViT-21M-1k 83.2 1d11h 83.1 1d20h 83.1
TinyViT-11M-1k 81.4 1d7h 81.5 1d9h 81.5
TinyViT-5M-1k 79.5 1d7h 79.4 1d9h 79.1

Acc Error: 0.1~0.2

@wkcn wkcn merged commit 680976f into microsoft:main Jul 27, 2022
@wkcn wkcn mentioned this pull request Dec 29, 2022
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