WGAN-GP produces black images

[ali-ehsan]

It seems like just running the WGAN-GP on MNIST dataset (without changing anything in the code) results in black samples produced by the generator after 9 epochs and the samples remain black in the upcoming epochs (the critic loss stops to decrease as well). The samples are visible before 9 epochs.

Epoch 0:

Epoch 9:

Epoch 41:

How can this problem be fixed?

Thanks

[nd39]

Hi ali-ehsan
Did you solve the problem of the black images because i have encountered the same problem.

[ckissane]

I found the fix/issue:
Issue #573