Pre-trained Models
We maintain a list of pre-trained uncompressed models, so that the training process of model compression does not need to start from scratch.
For the CIFAR-10 data set, we provide following pre-trained models:
| Model name | Accuracy | URL |
|---|---|---|
| LeNet | 81.79% | Link |
| ResNet-20 | 91.93% | Link |
| ResNet-32 | 92.59% | Link |
| ResNet-44 | 92.76% | Link |
| ResNet-56 | 93.23% | Link |
For the ImageNet (ILSVRC-12) data set, we provide following pre-trained models:
| Model name | Top-1 Acc. | Top-5 Acc. | URL |
|---|---|---|---|
| ResNet-18 | 70.28% | 89.38% | Link |
| ResNet-34 | 73.41% | 91.27% | Link |
| ResNet-50 | 75.97% | 92.88% | Link |
| MobileNet-v1 | 70.89% | 89.56% | Link |
| MobileNet-v2 | 71.84% | 90.60% | Link |