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How to fold batch norm in Conv2D #39

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tu1258 opened this issue Oct 11, 2020 · 2 comments
Closed

How to fold batch norm in Conv2D #39

tu1258 opened this issue Oct 11, 2020 · 2 comments

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@tu1258
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tu1258 commented Oct 11, 2020

So I would like to fuse batch norm in Conv2D before doing full integer quantization. Is that doable? I've read the article on https://qiita.com/PINTO/items/865250ee23a15339d556 but didn't find the information. Maybe someone here could help me, thanks!
@PINTO0309
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PINTO0309 commented Oct 12, 2020 •
edited

It appears to be automatically merged at quantization time.

Before

before

After

after

@tu1258
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tu1258 commented Oct 12, 2020

Much thanks to @PINTO0309 !

@tu1258 tu1258 closed this as completed Oct 12, 2020
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@PINTO0309 @tu1258