Reproduction of EfficientNet-lite from TensorFlow with PyTorch framework.
| Architecture | # Parameters | GFLOPs | Top-1 / Top-5 Accuracy (%) |
|---|---|---|---|
| EfficientNet-lite0 | 4.652M | 0.385 | |
| EfficientNet-lite1 | 5.417M | 0.600 | |
| EfficientNet-lite2 | 6.092M | 0.860 | |
| EfficientNet-lite3 | 8.197M | 1.383 | |
| EfficientNet-lite4 | 13.007M | 2.553 |