Issue with layer of convolutional blocks in GAN generator

First of all thank You a lot for the response. Well, I am trying to implement a generator for MIST digits generation from the InfoGAN paper ([1606.03657] InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets). The proposed architecture is following

So I thought that treating every FC entry as a Linear layer is a right thing to do.

Not sure whether I answered your question…