Table 3.
Mobile net model hyper parameters.
| Input | Type | t | c | n | s |
|---|---|---|---|---|---|
| 2,242 × 3 | conv2d | - | 32 | 1 | 2 |
| 1,122 × 32 | Bottleneck | 1 | 16 | 1 | 1 |
| 1,122 × 16 | Bottleneck | 6 | 24 | 2 | 2 |
| 562 × 24 | Bottleneck | 6 | 32 | 3 | 2 |
| 282 × 32 | Bottleneck | 6 | 64 | 4 | 2 |
| 142 × 64 | Bottleneck | 6 | 96 | 3 | 1 |
| 142 × 96 | Bottleneck | 6 | 160 | 3 | 2 |
| 72 × 160 | Bottleneck | 6 | 320 | 1 | 1 |
| 72 × 320 | conv2d 1 × 1 | – | 1,280 | 1 | 1 |
| 72 × 1,280 | avgpool 7 × 7 | – | – | 1 | – |
| 1 × 1 × 1,280 | conv2d 1 × 1 | – | k | – |