image = np.zeros((img_size ** 2, 1))
for i in range(img_size):
    if (i % 100 == 0):
        print("Percent Done: " + str((i/img_size) * 100) + "%.")
    for j in range(img_size):
        input = createInputVec(z,i,j)
        image[i*img_size + j] = G(input).data.numpy()