Layers Type No. of Neurons (Output layer) Kernel size Stride Padding No. of Filters
0-1 Conv. 72×3 [3 3] 1 1 32
1-2 Max_pool 36×2 [2 1] 2 0  
2-3 Conv. 36×2 [3 3] 1 1 64
3-4 Max_pool 18×1 [2 2] 2 0  
4-5 Conv. 18×1 [3 3] 1 1 128
5-6 Max_pool 9×1 [2 1] 2 0  
6-7 Conv. 9×1 [3 3] 1 1 256
7-8 Max_pool 4×1 [3 1] 2 0  
9-11 Fully_connected 1280        
  Fully_connected 20        
  Fully_connected 2        
Output Softmax &Classification