I'm training the CNN classification tasks with PyTorch on the CIFAR10 dataset.
- Python 3.6+
- PyTorch 1.0+
Model | Acc. |
---|---|
Alexnet | 88.48% |
VGG16 | 92.64% |
ResNet18 | 94.03% |
ResNet50 | 93.62% |
ResNet101 | 93.75% |
MobileNetV2 | 94.43% |
ResNeXt29(32x4d) | 94.73% |
ResNeXt29(2x64d) | 94.82% |
DenseNet121 | 95.04% |
PreActResNet18 | 95.11% |
DPN92 | 95.16% |
Resume the training on the terminal with python main.py --resume=True --lr=0.01 --epochs=200
you can try running this programe on the terminal