bioinf-jku / TTUR

Two time-scale update rule for training GANs

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Some times get Imaginary component

AmberCheng opened this issue · comments

Hi, thanks for your wonderful work. I have met a value error recently. However, sometimes it happens, but if I rerun the code, it disappears. I wonder how can I solve it? But I am not sure why it happens.

If it's related to calculate the FID this can happen if you use less than 2048 samples, better use 5000 or more.

If it's related to calculate the FID this can happen if you use less than 2048 samples, better use 5000 or more.

@mhex emm, I have set the number more than 2048, I will try a number more than 5000

If it's related to calculate the FID this can happen if you use less than 2048 samples, better use 5000 or more.

@mhex I have tried more than 5000 images to get the fid. I got the error that "ValueError: Imaginary component 815360134.861496", also I have printed the max and min of the covmean, they are (819473682044121.4-175735031.80444336j)(-519572693219721.6-221167776.40625j).