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How keras-surgeon is preserving accuracy? #63

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HemaSowjanyaMamidi opened this issue Aug 28, 2021 · 1 comment
Open

How keras-surgeon is preserving accuracy? #63

HemaSowjanyaMamidi opened this issue Aug 28, 2021 · 1 comment

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@HemaSowjanyaMamidi
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HemaSowjanyaMamidi commented Aug 28, 2021 •
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Hi,
I tried manual filter pruning with Keras and after pruning there is a drastic change in the accuracy of the model when evaluated.
Later to validate the model i pruned the same filters using keras surgeon. But the accuracy is dropped by 20% where as in the above case it is 60%. So what is used in keras-surgeon to preserve the accuracy?
@christian-steinmeyer
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Did you copy the weights?

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@christian-steinmeyer @HemaSowjanyaMamidi