Layer

Ksize

Stride

Nums of filters

Out shape

Input

-

-

-

(40, 173, 1)

Conv1-1

(3, 3)

(1, 1)

32

(40, 173, 32)

Conv1-2

(3, 3)

(1, 1)

32

(40, 173, 32)

Pool1

(2, 2)

(2, 2)

-

(20.86, 32)

Conv2-1

(3, 3)

(1, 1)

64

(20.86, 64)

Conv2-2

(3, 3)

(1, 1)

64

(20.86, 64)

Pool2

(2, 2)

(2, 2)

-

(10, 43, 64)

Conv3-1

(3, 3)

(1, 1)

128

(10, 43, 128)

Conv3-2

(3, 3)

(1, 1)

128

(10, 43, 128)

Pool3

(2, 2)

(2, 2)

-

(5, 21, 128)

Conv4-1

(3, 3)

(1, 1)

256

(5, 21, 256)

Conv4-2

(3, 3)

(1, 1)

256

(5, 21, 256)

Pool4

(2, 2)

(2, 2)

-

(2, 10, 256)

FC

-

-

2560

(2560)

Dense (Softmax)

-

-

Nums of classes

(10)