Discriminator

Input

-

-

4 × 28 × 28

Conv1 (Batchnorm1/LeakyReLU1)

32

3 × 3/1 × 1

32 × 26 × 26

Conv2 (Batchnorm2/LeakyReLU2)

32

3 × 3/2 × 2

32 × 12 × 12

Conv3 (Batchnorm3/LeakyReLU3)

64

3 × 3/1 × 1

64 × 10 × 10

Conv4 (Batchnorm4/LeakyReLU4)

64

3 × 3/2 × 2

64 × 4 × 4

Conv5

128

3 × 3/1 × 1

128 × 2 × 2

Flatten

-

-

1 × 512