| Input | Operator | t | c | n | s | 
| 
 | Conv2d | - | 32 | 1 | 2 | 
| 
 | bottleneck | 1 | 16 | 1 | 1 | 
| 
 | bottleneck | 6 | 24 | 2 | 2 | 
| 
 | bottleneck | 6 | 32 | 3 | 2 | 
| 
 | bottleneck | 6 | 64 | 4 | 2 | 
| 
 | bottleneck | 6 | 96 | 3 | 1 | 
| 
 | bottleneck | 6 | 160 | 3 | 2 | 
| 
 | bottleneck | 6 | 320 | 1 | 1 | 
| 
 | Con2d 1 × 1 | - | 1280 | 1 | 1 | 
| 
 | Avgpool 7 × 7 | - | - | 1 | - | 
| 
 | Con2d 1 × 1 | - | k | - | 
 |