CIFAR10 with PyTorch
Pytorch implementation for CIFAR10 classification.
Accuracy
| Models | Acc |
|---|---|
| VGG16 | .9387 |
| resnet18 | .9525 |
| resnet34 | .9555 |
| resnet50 | .9521 |
| resnet101 | .9572 |
Issue
Multi-gpu training is implemented, but not yet tested.
Memory issue when evaluating.
Model in this repository use more channels than original residual network.
Reference
Model files are the copies of [https://github.com/kuangliu/pytorch-cifar]