Open Access
Table 2
Detailed parameters of the TLCA-MobileNetV3 network.
| Input | Operator | Exp size | Out | CA | NL | Stride |
|---|---|---|---|---|---|---|
| 2242×3 | Conv2d,3×3 | – | 16 | – | HS | 2 |
| 1122×16 | bottleneck,3×3 | 16 | 16 | – | RE | 1 |
| 1122×16 | bottleneck,3×3 | 64 | 24 | – | RE | 2 |
| 562×24 | bottleneck,3×3 | 72 | 24 | – | RE | 1 |
| 562×24 | bottleneck,5×5 | 72 | 40 | √ | RE | 2 |
| 282×40 | bottleneck,5×5 | 120 | 40 | √ | RE | 1 |
| 282×40 | bottleneck,5×5 | 120 | 40 | √ | RE | 1 |
| 282×40 | bottleneck,3×3 | 240 | 80 | – | HS | 2 |
| 142×80 | bottleneck,3×3 | 200 | 80 | – | HS | 1 |
| 142×80 | bottleneck,3×3 | 184 | 80 | – | HS | 1 |
| 142×80 | bottleneck,3×3 | 184 | 80 | – | HS | 1 |
| 142×80 | bottleneck,3×3 | 480 | 112 | √ | HS | 1 |
| 142×112 | bottleneck,3×3 | 672 | 112 | √ | HS | 1 |
| 142×112 | bottleneck,5×5 | 672 | 160 | √ | HS | 1 |
| 142×160 | bottleneck,5×5 | 960 | 160 | √ | HS | 1 |
| 142×160 | Conv2d,1×1 | – | 960 | – | HS | 1 |
| 142×960 | Pool,14×14 | – | – | – | – | – |
| 12×960 | FC | – | 1280 | – | HS | – |
| 12×1280 | FC | – | 5 | – | – | – |
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