| Type | Filters | Size | Output |
| Convolutional | 64 | 3*3 |
|
Convolutional | 64 | 3*3 |
| |
Convolutional | 128 | 3*3 |
| |
MaxPooling | 128 | 3*3 |
| |
3x | Convolutional | 128 | 1*1 |
|
Convolutional | 256 | 3*3 |
| |
Convolutional | 256 | 1*1 |
| |
se_module | 256 |
|
| |
8x | Convolutional | 256 | 1*1 |
|
Convolutional | 512 | 3*3 |
| |
Convolutional | 512 | 1*1 |
| |
se_module | 512 |
|
| |
36x | Convolutional | 512 | 1*1 |
|
Convolutional | 1024 | 3*3 |
| |
Convolutional | 1024 | 1*1 |
| |
se_module | 1024 |
|
| |
3x | Convolutional | 1024 | 1*1 |
|
Convolutional | 2048 | 3*3 |
| |
Convolutional | 2048 | 1*1 |
| |
se_module | 2048 |
|
| |
| Avgpool |
| 7*7 |
|
Droupout |
|
|
| |
Linear | 1000 |
|
|