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Performance of the proposed ShuffleNet-Light model on an Android mobile device.
| Model | 1 FLOPs | 256 × 256 | 300 × 300 | 400 × 400 |
|---|---|---|---|---|
| ShuffleNet | 80 M | 50.2 ms | 54.4 ms | 54.4 ms |
| ShuffleNet-Light+Inception-v3 | 60 M | 34.5 ms | 35.9 ms | 35.9 ms |
| ShuffleNet-Light+AlexNet | 220 M | 40.8 ms | 45.4 ms | 45.4 ms |
| ShuffleNet-Light+MobileNet | 120 M | 47.7 ms | 50.7 ms | 50.7 ms |
ms: milliseconds, 1 FLOPs: floating-point operations.
