Table 2.
Input | Operator | Expansion Factor |
No. of Output Channels |
Repeating No. | Stride Size |
---|---|---|---|---|---|
224 × 224 × 3 | Conv2d | - | 32 | 1 | 2 |
112 ×112 × 32 | Bn | 1 | 16 | 1 | 1 |
1122 × 16 | Bn | 6 | 24 | 2 | 2 |
562 × 24 | Bn | 6 | 32 | 3 | 2 |
282 × 32 | Bn | 6 | 64 | 4 | 2 |
142 × 64 | Bn | 6 | 96 | 3 | 1 |
142 × 96 | Bn | 6 | 160 | 3 | 2 |
72 × 160 | Bn | 6 | 320 | 1 | 2 |
72 × 320 | Conv2d 1 × 1 | - | 1280 | 1 | 1 |
72 × 1280 | Avgpool 7 × 7 | - | - | 1 | 1 |
1 × 1 × 1280 | Conv2d 1 × 1 | - | K | - | - |