Pathology-GAN
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Choice of channel size progression
Regarding the progression of channel size through the synthesising network, you have chosen a non-geometric progression of 256 > 512 > 256 > 128 > 64 > 32 > 3 channels.
Aside from the practical implications of outputting to 7 x 7 x 1024 channels on the second dense layer, is there any other rationale to this choice? Or conversely, is there any downside to this decision?