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DCGAN is initialized with random weights, so a random code plugged into the network would deliver a very random impression. Even so, while you might imagine, the network has millions of parameters that we can easily tweak, plus the purpose is to find a setting of such parameters which makes samples produced from random codes appear like the coachin