I am trying to train on some 1 dimensional data (675 samples, its very expensive to get more) and trying to match the distribution seen here:
There are labels from 1-3 as to associated with the noise. After 2000, epochs, I generate 675 samples and the distribution doesn't look too swell. In addition, there is a odd spacing at $x = 1$ between [0.3, 0.5] as seen here:
Here are the losses:
Architecture (Top is discm, Bottom is Gen):
Any ideas :/ ?