tgan
tgan copied to clipboard
training procedure of WGAN
Hi, excellent work! I have a question that in origin WGAN paper and its code, in one iteration discriminator is trained several sub-iterations before generator is trained, but that's not the case in your code on weight clipping method. So is this method tried and it is useless?
Sorry for replying late (I took some holidays until today). Anyway, thank you for your interest. Shortly speaking, there is no special reason to update a discriminator before a generator (this seems to have occurred through trial and error). Although we thought that there would not be a problem if you could change the order of updating, we have not tested it.