This directory contains trained model for ImageNet using AS-ResNet.
| Model | Top-1 (%) | Top-5 (%) | Params(M) |
|---|---|---|---|
| w32 | 64.1 | 85.4 | 0.9 |
| w50 | 69.9 | 89.3 | 1.96 |
| w68 | 72.2 | 90.7 | 3.42 |
Deploy files are only valid for a inference. Batch normalization (BN) layer is merged with scale layer for the fast inference.
Do not forget to add BN layer for the training.