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training procedure of WGAN

Open chmxu opened this issue 6 years ago • 1 comments

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?

chmxu avatar May 02 '18 15:05 chmxu

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.

rezoo avatar May 07 '18 02:05 rezoo