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DCGAN default setting in cifar10 not working

Open ToTheBeginning opened this issue 7 years ago • 2 comments

After run about 15 epoch, the generator seems to collapse to a parameter setting where it always emits the same point.

Did anyone run the script successfully?

ToTheBeginning avatar Dec 04 '17 08:12 ToTheBeginning

Setting the imageSize from 64 to 32 breaks the convolutional layers, because the kernel sizes don't fit anymore!

samiede avatar Nov 09 '18 13:11 samiede

you can change the kernel size = 2 for final layer of the discriminator and kernel size = 1 for generator. This will work for imagesize = 32

rajaswa avatar Dec 19 '18 18:12 rajaswa