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Wuziyi616 committed Aug 9, 2021
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Expand Up @@ -25,7 +25,7 @@ We implement PAConv and provide the result and checkpoints on S3DIS dataset.
| Method | Split | Lr schd | Mem (GB) | Inf time (fps) | mIoU (Val set) | Download |
| :-------------------------------------------------------------------------: | :----: | :---------: | :------: | :------------: | :------------: | :----------------------: |
| [PAConv (SSG)](./paconv_ssg_8x8_cosine_150e_s3dis_seg-3d-13class.py) | Area_5 | cosine 150e | 5.8 | | 66.65 | [model](https://download.openmmlab.com/mmdetection3d/v0.1.0_models/paconv/paconv_ssg_8x8_cosine_150e_s3dis_seg-3d-13class/paconv_ssg_8x8_cosine_150e_s3dis_seg-3d-13class_20210729_200615-2147b2d1.pth) | [log](https://download.openmmlab.com/mmdetection3d/v0.1.0_models/paconv/paconv_ssg_8x8_cosine_150e_s3dis_seg-3d-13class/paconv_ssg_8x8_cosine_150e_s3dis_seg-3d-13class_20210729_200615.log.json) |
| [PAConv\* (SSG)](./paconv_cuda_ssg_8x8_cosine_200e_s3dis_seg-3d-13class.py) | Area_5 | cosine 200e | 3.8 | | 65.33 | [model](https://download.openmmlab.com/mmdetection3d/v0.1.0_models/paconv_cuda_ssg_8x8_cosine_200e_s3dis_seg-3d-13class/paconv_cuda_ssg_8x8_cosine_200e_s3dis_seg-3d-13class_20210802_171802-e5ea9bb9.pth) | [log](https://download.openmmlab.com/mmdetection3d/v0.1.0_models/paconv/paconv_cuda_ssg_8x8_cosine_200e_s3dis_seg-3d-13class/paconv_cuda_ssg_8x8_cosine_200e_s3dis_seg-3d-13class_20210802_171802.log.json) |
| [PAConv\* (SSG)](./paconv_cuda_ssg_8x8_cosine_200e_s3dis_seg-3d-13class.py) | Area_5 | cosine 200e | 3.8 | | 65.33 | [model](https://download.openmmlab.com/mmdetection3d/v0.1.0_models/paconv/paconv_cuda_ssg_8x8_cosine_200e_s3dis_seg-3d-13class/paconv_cuda_ssg_8x8_cosine_200e_s3dis_seg-3d-13class_20210802_171802-e5ea9bb9.pth) | [log](https://download.openmmlab.com/mmdetection3d/v0.1.0_models/paconv/paconv_cuda_ssg_8x8_cosine_200e_s3dis_seg-3d-13class/paconv_cuda_ssg_8x8_cosine_200e_s3dis_seg-3d-13class_20210802_171802.log.json) |

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