Hey im currently working on a GAN for generating new Data on Heavy Rain Events.
I have a Datasets of 77 Heavy Rain events from Aachen, Germany as 24x19 Matrices.
Basically i have it set up and running.
Here is my Code so far:
https://github.com/Co3Adriano/GAN-/blob/master/HRGAN_Final_linear.py 2
while my in input data looks like this for example:

after 18000 iterations
my output Data looks often more like 
and after 30000iterations

it looks  more like a overall distribution than single heavy rain events
Is it because my generator topology is to “linear” ?
Is it because i have no labeling on my Dataset?
Since im new to Python and Pytorch, i am grateful for every tip and addition to my Code.
Thank You in advance