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xn6o/CIFAR_Resnet18
CIFAR_Resnet18 is a machine learning model from xn6o. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as mit.
Reference: [1] Kaiming He, Xiangyu Zhang, Shaoqing Ren, Jian Sun Deep Residual Learning for Image Recognition. arXiv:1512.03385
Downloads · 30 days
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From the Hugging Face model README
torchvision.datasets.CIFAR10
Reference: [1] Kaiming He, Xiangyu Zhang, Shaoqing Ren, Jian Sun Deep Residual Learning for Image Recognition. arXiv:1512.03385
| Model | Learning Rate | Batch Size | Epochs | Accuracy |
|---|---|---|---|---|
| LeNet | 0.0001 | 128 | 154 | 64.21 |
| LeNet | 0.001 | 128 | 182 | 74.09 |
| ResNet18 | 0.0001 | 128 | 185 | 92.77 |
| ResNet18 | 0.0002 | 128 | 186 | 93.82 |
| ResNet18 | 0.00025 | 128 | 192 | 93.96 |
| ResNet18 | 0.0002825 | 128 | 192 | 94.24 |
| ResNet18 | 0.0003125 | 128 | 187 | 94.15 |