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The result is biased #41

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haozhihui110 opened this issue Feb 13, 2020 · 1 comment
Open

The result is biased #41

haozhihui110 opened this issue Feb 13, 2020 · 1 comment

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@haozhihui110
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Hello,
when reproducing the FD-GAN code, use the command line given in your github, the only difference is batch_size = 16 instead of 256, the final result is only 70.9%, what is the reason for this, it is batch_size The value is too small? Or is there some other reason?
Thank you

@yxgeee
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yxgeee commented Mar 1, 2020

Yes, the batch size would affect the final performance, since the training of batch norm layers in the network is critical for optimal performance.

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