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)

Dropout

-

-

-

(10, 43, 64)

FC

-

-

2560

(2560)

Dense (Softmax)

-

-

Nums of classes

(10)