| Type/Stride | Filter Shape | Input Size |
| Conv/s2 | 3*3*3*32 | 224*224*3 |
| Conv dw/s1 | 3*3*32 dw | 112*112*32 |
| Conv/s1 | 1*1*32*64 | 112*112*32 |
| Conv dw/s2 | 3*3*64 dw | 112*112*64 |
| Conv/s1 | 1*1*64*128 | 56*56*64 |
| Conv dw/s1 | 3*3*128 dw | 56*56*128 |
| Conv/s1 | 1*1*128*128 | 56*56*128 |
| Conv dw/s2 | 3*3*128 dw | 56*56*128 |
| Conv/s1 | 1*1*128*256 | 28*28*128 |
| Conv dw/s1 | 3*3*256 dw | 28*28*256 |
| Conv/s1 | 1*1*256*256 | 28*28*256 |
| Conv dw/s2 | 3*3*256 dw | 28*28*256 |
| Conv/s1 | 1*1*256*512 | 14*14*256 |
| 5×Conv dw/s1 5×Conv/s1 | 3*3*512 dw 1*1*512*512 | 14*14*512 14*14*512 |
| Conv dw/s2 | 3*3*512 dw | 14*14*512 |
| Conv/s1 | 1*1*512*1024 | 7*7*512 |
| Conv dw/s2 | 3*3*1024 dw | 7*7*1024 |
| Conv/s1 | 1*1*1024*1024 | 7*7*1024 |
| Avg Pool/s1 | Pool 7*7 | 7*7*1024 |
| FC/s1 | 1024*1000 | 7*7*1024 |
| Softmax/s1 | Classifier | 7*7*1024 |