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Can't reproduce the results in the table3 #32

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sherylwang opened this issue Jan 8, 2020 · 2 comments
Open

Can't reproduce the results in the table3 #32

sherylwang opened this issue Jan 8, 2020 · 2 comments

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@sherylwang
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sherylwang commented Jan 8, 2020

Hi, thanks for providing the nice code.
I've tried to reproduce the results in table3 with "bash scripts/table_3_rcifar10.sh wrn_28_10".
The highest test acc is 87.42% among twice trial, which is much lower than the result in the paper.
My tensorflow version is 1.14, ray0.7, cuda10.0, cudnn7.
What would be the reason for the low performance?

@arcelien
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arcelien commented Jan 8, 2020

Sorry, that scrupt actually reflects the main results in table 2, not the ablation in table 3. I will rename the scripts which were named according to an old version of the paper.

In table 2, a result of 87.42% acc or 12.52% error is better than the reported 12.82% error for rcifar10 and wrn28.

@sherylwang
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Thanks for your prompt reply. I've checked the reproduced result with the reported result in table2, it indeed matched the performance. @arcelien

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