qdm097 / mnist-wgan Goto Github PK
View Code? Open in Web Editor NEWA C# WGAN.
A C# WGAN.
The generator seems to be getting stuck
Critic and generator have the same RMSE displayed.
Residual errors are being calculated AFTER errors are backpropagated.
The size of the output matrix and input matrix do not correspond. Hope to fix this quickly.
Basic descent function is nonfunctional. I've added in a test method to have the network operate as a traditional CNN, but even this fails, even when operating stochastically.
All of the layer types appear to function in isolation (including batchnorm layers), but when I try to stack them bad things happen (NaNs). Need to find and resolve the underlying bug.
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