| name | type | Input size |
| Conv block1 | conv | 299 × 299 × 3 |
| conv | 149 × 149 × 32 | |
| Conv padded | 147 × 147 × 32 | |
| pool | 147 × 147 × 64 | |
| Conv block2 | conv | 73 × 73 × 64 |
| conv | 71 × 71 × 80 | |
| conv | 35 × 35 × 192 | |
| Inception Block 1 | 3*Inception | 35 × 35 × 288 |
| Inception Block 2 | 5*Inception | 17 × 17 × 768 |
| Inception Block 3 | 2*Inception | 8 × 8 × 1280 |
| maxpool | pool | 8 × 8 × 2048 |
| FC | linear | 1 × 1 × 2048 |
| softmax | softmax | 1 × 1 × 1000 |