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repair broken links
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rayleizhu committed May 22, 2023
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10 changes: 5 additions & 5 deletions README.md
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| name | resolution |acc@1 | #params | FLOPs | model | log | tensorboard log<sup>*</sup> |
|:---:|:---:|:---:|:---:| :---:|:---:|:---:| :---:|
| BiFormer-T | 224x224 | 81.4 | 13.1 M | 2.2 G | [model](https://matix.li/e36fe9fb086c) | [log](https://matix.li/7b7ca227852d) | - |
| BiFormer-S | 224x224 | 83.8 | 25.5 M | 4.5 G | [model](https://matix.li/5bb436318902) | [log](https://matix.li/173324785feb) |[tensorboard.dev](https://tensorboard.dev/experiment/VQAZonmIRjasGaVDPloM5Q/#scalars) |
| BiFormer-B | 224x224 | 84.3 | 56.8 M | 9.8 G | [model](https://matix.li/995db75f585d) | [log](https://matix.li/da2bff937647) | - |
| BiFormer-STL | 224x224 | 82.7 | 28.4 M | 4.6 G | [model](https://matix.li/4e9034a91a23) | [log](https://matix.li/96e971cfb3d5) | - |
| BiFormer-STL-nchw | 224x224 | 82.7 | 28.4 M | 4.6 G | [model](https://matix.li/216749d857fd) | [log](https://matix.li/3373f282ee86) | [tensorboard.dev](https://tensorboard.dev/experiment/CD2QfxOYT6WQ05qnpWdK5A/#scalars&_smoothingWeight=0&tagFilter=acc) |
| BiFormer-T | 224x224 | 81.4 | 13.1 M | 2.2 G | [model](https://api.onedrive.com/v1.0/shares/s!AkBbczdRlZvChHEOoGkgwgQzEDlM/root/content) | [log](https://1drv.ms/t/s!AkBbczdRlZvChHNvg1b_QV_Ptw_T?e=Tbuf4l) | - |
| BiFormer-S | 224x224 | 83.8 | 25.5 M | 4.5 G | [model](https://api.onedrive.com/v1.0/shares/s!AkBbczdRlZvChHDyM-x9KWRBZ832/root/content) | [log](https://1drv.ms/t/s!AkBbczdRlZvChHQKrsNAo0PCpgWz?e=k7V8xX) |[tensorboard.dev](https://tensorboard.dev/experiment/VQAZonmIRjasGaVDPloM5Q/#scalars) |
| BiFormer-B | 224x224 | 84.3 | 56.8 M | 9.8 G | [model](https://api.onedrive.com/v1.0/shares/s!AkBbczdRlZvChHI_XPhoadjaNxtO/root/content) | [log](https://1drv.ms/t/s!AkBbczdRlZvChHWq2YS_Iwryhf1g?e=GWiMy9) | - |
| BiFormer-STL | 224x224 | 82.7 | 28.4 M | 4.6 G | [model](https://api.onedrive.com/v1.0/shares/s!AkBbczdRlZvChSf-m7ujkvx9lIQ1/root/content) | [log](https://1drv.ms/t/s!AkBbczdRlZvChSYWxeM5EmrC7-TN?e=W1q15P) | - |
| BiFormer-STL-nchw | 224x224 | 82.7 | 28.4 M | 4.6 G | [model](https://api.onedrive.com/v1.0/shares/s!AkBbczdRlZvChWYrKbWbMgqd2Ai0/root/content) | [log](https://1drv.ms/t/s!AkBbczdRlZvChWf_axjI80DMWy4X?e=uni4Z2) | [tensorboard.dev](https://tensorboard.dev/experiment/CD2QfxOYT6WQ05qnpWdK5A/#scalars&_smoothingWeight=0&tagFilter=acc) |

<font size=1>* : reproduced after the acceptance of our paper.</font>

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6 changes: 3 additions & 3 deletions models/biformer.py
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Expand Up @@ -296,9 +296,9 @@ def forward(self, x):


model_urls = {
"biformer_tiny_in1k": "https://matix.li/e36fe9fb086c",
"biformer_small_in1k": "https://matix.li/5bb436318902",
"biformer_base_in1k": "https://matix.li/995db75f585d",
"biformer_tiny_in1k": "https://api.onedrive.com/v1.0/shares/s!AkBbczdRlZvChHEOoGkgwgQzEDlM/root/content",
"biformer_small_in1k": "https://api.onedrive.com/v1.0/shares/s!AkBbczdRlZvChHDyM-x9KWRBZ832/root/content",
"biformer_base_in1k": "https://api.onedrive.com/v1.0/shares/s!AkBbczdRlZvChHI_XPhoadjaNxtO/root/content",
}


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2 changes: 1 addition & 1 deletion models/biformer_stl.py
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Expand Up @@ -216,7 +216,7 @@ def forward(self, x:torch.Tensor):


model_urls = {
"biformer_stl_in1k": "https://matix.li/4e9034a91a23",
"biformer_stl_in1k": "https://api.onedrive.com/v1.0/shares/s!AkBbczdRlZvChSf-m7ujkvx9lIQ1/root/content",
}

@register_model
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2 changes: 1 addition & 1 deletion models/biformer_stl_nchw.py
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Expand Up @@ -210,7 +210,7 @@ def forward(self, x:torch.Tensor):


model_urls = {
"biformer_stl_nchw_in1k": 'https://matix.li/216749d857fd',
"biformer_stl_nchw_in1k": 'https://api.onedrive.com/v1.0/shares/s!AkBbczdRlZvChWYrKbWbMgqd2Ai0/root/content',
}

@register_model
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8 changes: 4 additions & 4 deletions semantic_segmentation/README.md
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Expand Up @@ -14,10 +14,10 @@ See [`slurm_train.sh`](./slurm_train.sh) for details.

| name | Pretrained Model | Method | Crop Size | Lr Schd | mIoU | mIoU (ms + flip) | log | tensorboard log<sup>*</sup> | config |
|:---:|:---:|:---:|:---:|:---:|:---:|:---:|:---:|:---:|:---:|
| BiFormer-S | IN1k | S-FPN | 512x512 | 80K | 48.9 | - | [log](https://matix.li/b5be1f63c18d) | [tensorboard.dev](https://tensorboard.dev/experiment/PYUWpJDvTnSLOTVFNEPzMw/#scalars&tagFilter=mIoU&_smoothingWeight=0) | [config](./configs/ade20k/sfpn.biformer_small.py) |
| BiFormer-B | IN1k | S-FPN | 512x512 | 80K | 49.9 | - | [log](https://matix.li/c4f255bbc268) | - | [config](./configs/ade20k/sfpn.biformer_base.py)|
| BiFormer-S | IN1k | UPerNet | 512x512 | 160K | 49.8 | 50.8 | [log](https://matix.li/1c4201448950) | - | [config](./configs/ade20k/upernet.biformer_small.py) |
| BiFormer-B | IN1k | UPerNet | 512x512 | 160K | 51.0 | 51.7 | [log](https://matix.li/786bd25951de) | - | [config](./configs/ade20k/upernet.biformer_base.py) |
| BiFormer-S | IN1k | S-FPN | 512x512 | 80K | 48.9 | - | [log](https://1drv.ms/u/s!AkBbczdRlZvChSjgc05WLlcybVSL?e=CmnxZd) | [tensorboard.dev](https://tensorboard.dev/experiment/PYUWpJDvTnSLOTVFNEPzMw/#scalars&tagFilter=mIoU&_smoothingWeight=0) | [config](./configs/ade20k/sfpn.biformer_small.py) |
| BiFormer-B | IN1k | S-FPN | 512x512 | 80K | 49.9 | - | [log](https://1drv.ms/u/s!AkBbczdRlZvChSmDV-OKBxckin52?e=zw7PaD) | - | [config](./configs/ade20k/sfpn.biformer_base.py)|
| BiFormer-S | IN1k | UPerNet | 512x512 | 160K | 49.8 | 50.8 | [log](https://1drv.ms/u/s!AkBbczdRlZvChSoPnL0axfXOKP9M?e=xk5Ard) | - | [config](./configs/ade20k/upernet.biformer_small.py) |
| BiFormer-B | IN1k | UPerNet | 512x512 | 160K | 51.0 | 51.7 | [log](https://1drv.ms/u/s!AkBbczdRlZvChSscYzL_UEd8spSi?e=DXjhbY) | - | [config](./configs/ade20k/upernet.biformer_base.py) |

<font size=1>* : reproduced after the acceptance of our paper.</font>

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