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DCGAN is initialized with random weights, so a random code plugged in to the network would make a totally random impression. Even so, as you may think, the network has many parameters that we are able to tweak, plus the goal is to locate a location of those parameters that makes samples generated from random codes appear to be the teaching knowledg