TABLE 2.
The length/number of convolution kernels and pool size of max-pooling layers in each residual module.
ResNet module | Kernel length | Kernel number | Pool size |
1 | 16 | 32 | 1 |
2 | 16 | 32 | 2 |
3 | 16 | 32 | 1 |
4 | 16 | 32 | 2 |
5 | 16 | 64 | 1 |
6 | 16 | 64 | 2 |
7 | 16 | 64 | 1 |
8 | 16 | 64 | 2 |
9 | 16 | 128 | 1 |
10 | 16 | 128 | 2 |
11 | 16 | 128 | 1 |
12 | 16 | 128 | 2 |
13 | 16 | 256 | 1 |
14 | 16 | 256 | 2 |
15 | 16 | 256 | 1 |
16 | 16 | 256 | 2 |