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Update README.md
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iamhankai authored Jul 29, 2022
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Expand Up @@ -66,6 +66,15 @@ To train CMT-Base on ImageNet-1K on a single node with 8 gpus:
python -m torch.distributed.launch --nproc_per_node=8 train.py --data-path /your_path_to/imagenet/ --output_dir /your_path_to/output/ --model cmt_b --batch-size 64 --apex-amp --input-size 256 --weight-decay 0.05 --drop-path 0.25 --epochs 300 --test_freq 100 --test_epoch 260 --warmup-lr 1e-6 --min-lr 2e-5 --warmup-epochs 20
```

### CMT on ImageNet-1K Classification

| Model | Top 1 Acc. | Log | Ckpt |
| :------------------- | :--------: | :------: | :------: |
| CMT-Ti | 79.0% | [github](https://github.com/ggjy/CMT.pytorch/releases/download/release-v1/log_cmt_tiny.txt) | [github](https://github.com/ggjy/CMT.pytorch/releases/download/release-v1/cmt_tiny.pth) |
| CMT-XS | 81.8% | [github](https://github.com/ggjy/CMT.pytorch/releases/download/release-v1/log_cmt_xs.txt) | [github](https://github.com/ggjy/CMT.pytorch/releases/download/release-v1/cmt_xs.pth) |
| CMT-Small | 83.5% | [github](https://github.com/ggjy/CMT.pytorch/releases/download/release-v1/log_cmt_small.txt) | [github](https://github.com/ggjy/CMT.pytorch/releases/download/release-v1/cmt_small.pth) |
| CMT-Base | 84.5% | [github](https://github.com/ggjy/CMT.pytorch/releases/download/release-v1/log_cmt_base.txt) | [github](https://github.com/ggjy/CMT.pytorch/releases/download/release-v1/cmt_base.pth) |

## Citation

If you find this project useful in your research, please consider cite:
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