We need three loss functions as below. 1. Discriminator input : noise Loss : | output - 0(false) | Topology : generator + discriminator 2. Discriminator input : real data Loss : | output - 1(true) | Topology : discriminator 3. Generator input : noise Loss : | output - 1(true) | Topology : generator + discriminator