Input_size

filter

kernel_size

Pading

Pool_size

strides

Output_size

32 × 32 × 3

32 -> 64 -> 128 -> 128

5 × 5 -> 5 × 5 -> 3 × 3 -> 3 × 3

Same

3 × 3

2

2 × 2 × 128

64 × 64 × 3

32 -> 64 -> 128 -> 128

5 × 5 -> 5 × 5 -> 3 × 3 -> 3 × 3

Same

3 × 3

2

4 × 4 × 128

80 × 80 × 3

32 -> 64 -> 128 -> 128

5 × 5 -> 5 × 5 -> 3 × 3 -> 3 × 3

same

3 × 3

2

5 × 5 × 128