lukedeo/keras-acgan

training failed

pipipopo opened this issue · 4 comments

plot_epoch_049_generated
The training is not successful.
generator (train) | 2.40 | 0.54 | 1.86
generator (test) | 2.34 | 0.52 | 1.81
discriminator (train) | 2.86 | 0.78 | 2.09
discriminator (test) | 2.85 | 0.79 | 2.06
Epoch 40 of 50
I use theano 0.8.2 and keras 1.0.6. I read the code and cannot find what's wrong. Any suggestion?

Can you try with tensorflow >= 10.X or Theano >= 0.9.X and a newer Keras (i.e., >=1.1.X)? I've seen no trouble there.

@pipipopo I had all black images with a similar version of Theano, up to date versions of tensorflow and keras fixed the issue

great to hear!

I am also getting black images and the model is not getting trained. Updating tensorflow and keras to the latest version didn't fix the issue. I have opened a new issue since I cannot re-open this issue.