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Update readme.md
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iamhankai authored Sep 11, 2022
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Expand Up @@ -19,16 +19,16 @@ python -m torch.distributed.launch --nproc_per_node=8 train.py /path/to/imagenet

- Pretrained models

|Model|Params (M)|FLOPs (B)|Top-1|URL|
|-|-|-|-|-|
|Pyramid ViG-Ti|10.7|1.7|78.5|[[BaiduDisk]](https://pan.baidu.com/s/1Vrr-oXQeUFujaHKMC5sXIQ), Password: chae|
|Pyramid ViG-S|27.3|4.6|82.1|[[BaiduDisk]](https://pan.baidu.com/s/10MWZznvPIvGAiBtnwj7TRg), Password: 81mg|
|Pyramid ViG-M|51.7|8.9|83.1|[[BaiduDisk]](https://pan.baidu.com/s/1N3nviACOrY0XBC0FKoDL6g), Password: prd3|
|Pyramid ViG-B|82.6|16.8|83.7|[[BaiduDisk]](https://pan.baidu.com/s/1b5OvPZXwcSwur2nuDAzf5Q), Password: rgm4|
|Model|Params (M)|FLOPs (B)|Top-1|BaiduDisk URL|Github Release|
|-|-|-|-|-|-|
|Pyramid ViG-Ti|10.7|1.7|78.5|[[BaiduDisk]](https://pan.baidu.com/s/1Vrr-oXQeUFujaHKMC5sXIQ), Password: chae|[Github Release](https://github.com/huawei-noah/Efficient-AI-Backbones/releases/tag/pyramid-vig)|
|Pyramid ViG-S|27.3|4.6|82.1|[[BaiduDisk]](https://pan.baidu.com/s/10MWZznvPIvGAiBtnwj7TRg), Password: 81mg|[Github Release](https://github.com/huawei-noah/Efficient-AI-Backbones/releases/tag/pyramid-vig)|
|Pyramid ViG-M|51.7|8.9|83.1|[[BaiduDisk]](https://pan.baidu.com/s/1N3nviACOrY0XBC0FKoDL6g), Password: prd3|[Github Release](https://github.com/huawei-noah/Efficient-AI-Backbones/releases/tag/pyramid-vig)|
|Pyramid ViG-B|82.6|16.8|83.7|[[BaiduDisk]](https://pan.baidu.com/s/1b5OvPZXwcSwur2nuDAzf5Q), Password: rgm4|[Github Release](https://github.com/huawei-noah/Efficient-AI-Backbones/releases/tag/pyramid-vig)|

- Evaluate example:
```
python train.py /path/to/imagenet/ --model pvig_s_224_gelu -b 256 --pretrain_path /path/to/pretrained/model/ --evaluate
python train.py /path/to/imagenet/ --model pvig_s_224_gelu -b 128 --pretrain_path /path/to/pretrained/model/ --evaluate
```

## Citation
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