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Accuracy of ResNets baseline model on cifar100? #8

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cupwater opened this issue Mar 12, 2020 · 1 comment
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Accuracy of ResNets baseline model on cifar100? #8

cupwater opened this issue Mar 12, 2020 · 1 comment

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@cupwater
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cupwater commented Mar 12, 2020

I'm confused about the accuracy of baseline model on cifar100. In the paper, validate top1 accuracy of ResNet38 is 68.54, ResNet74 is 70.64 and ResNet110 is 71.21. I followed the settings in the paper, but I get a much different result, e.g. 71.11 for ResNet38, 74.26 for ResNet74, 76.34 for ResNet110.

@cupwater
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I have found the difference that in your code, both ResNet74 and ResNet110 use BasicBlock while Bottleneck is used in my settings.

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