ResNet-50 2X acceleration
we've released pruned ResNet-50 2X model:
resnet-50-cp.caffemodel, resnet-50-cp.prototxt .
Different from VGG-16 3C 4X, this model only used channel pruning algorithm.
| model | Speed-up | Top-5 | Top-1 |
|---|---|---|---|
| ResNet-50 | 2X | 90.8 | 72.3 |
| ResNet-50 | - | 92.2 | 75.3 |
Feel free to test them and leave your comments.