Layer

Ksize

Stride

Nums of filters

Out shape

Input

-

-

-

(40, 173, 1)

Conv1

(3, 3)

(1, 1)

32

(40, 173, 32)

Pool1

(2, 2)

(2, 2)

-

(20.86, 32)

Conv2

(3, 3)

(1, 1)

64

(20.86, 64)

Pool2

(2, 2)

(2, 2)

-

(10, 43, 64)

Conv3

(3, 3)

(1, 1)

128

(10, 43, 128)

Pool3

(2, 2)

(2, 2)

-

(5, 21, 128)

Conv4

(3, 3)

(1, 1)

256

(5, 21, 256)

Pool4

(2, 2)

(2, 2)

-

(2, 10, 256)

Conv5

(3, 3)

(1, 1)

512

(2, 10, 512)

Pool5

(2, 2)

(2, 2)

-

(1, 5, 512)

FC

-

-

2560

(2560)

Dense (Softmax)

-

-

Nums of classes

(10)