Comparison about optimization of loss that composed of four batch sizes, L1 0.0 loss, L2 0.5 loss, 100 Z latent size, and Vanilla-GAN using Fashion-MNIST dataset. i) AdaDelta, ii) Adagrad, iii) Adam, a) Origin loss, b) Smooth loss, c) Correction loss.