intended to resemble those that were in the training distribution the other model is the discriminator the discriminator is not really necessary after we finished the training process at least not in the original development of generative adversary works there are some ways of getting some extra use out of the discriminator but in the basic setup we can think of the discriminator as a tool that we use during training that can be discarded as soon as training is over the role of the discriminator is to inspect a sample and