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Published 20 hours ago • verified publisher icon LynnHo

A problem for your DCGAN architecture

Open RayGuo-C opened this issue 2 years ago • 1 comments

Hi, - Your work is really interesting. But I have found there is a problem for your DCGAN that I didn't understand. You generate noise twice when train discriminator and generator for each iteration, like the blue lines in the following picture. In soumith code (includes some official DCGAN code), he only generate noise once: https://github.com/soumith/dcgan.torch. Could you please tell me the reason?

image

RayGuo-C avatar Sep 23 '21 10:09 RayGuo-C

@RayGuo-C Because G and D training are separated，they don't need the same noise input.

LynnHo avatar Sep 25 '21 02:09 LynnHo