Layer

Structure

Output size

Input

—

$300\times 39\times 1$

Conv1

$3\times 3,\text{Stride}1$

$300\times 39\times 64$

BasicBlock 1

$\left[\begin{array}{l}3\times 3,64\\ 3\times 3,64\end{array}\right]\times 2$

$300\times 39\times \text{64}$

BasicBlock 2

$\left[\begin{array}{l}3\times 3,128\\ 3\times 3,128\end{array}\right]\times 2$

$300\times 39\times \text{128}$

BasicBlock 3

$\left[\begin{array}{l}3\times 3,256\\ 3\times 3,256\end{array}\right]\times 2$

$300\times 39\times \text{256}$

Avg_pool

—

$256\times 4$

Dropout

—

—

Dense

$1024\times 64$

64

Dense

$\text{64}\times \text{100}$

100