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pppppM committed May 4, 2022
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4 changes: 2 additions & 2 deletions configs/distill/cwd/README.md
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Expand Up @@ -15,12 +15,12 @@ Knowledge distillation (KD) has been proven to be a simple and effective tool fo
### Segmentation
|Location|Dataset|Teacher|Student|mIoU|mIoU(T)|mIou(S)|Config | Download |
:--------:|:---------:|:---------:|:---------:|:---------:|:---------:|:---------:|:------:|:---------|
| logits |cityscapes|[pspnet_r101](https://github.com/open-mmlab/mmsegmentation/blob/master/configs/pspnet/pspnet_r101-d8_512x1024_80k_cityscapes.py)|[pspnet_r18](https://github.com/open-mmlab/mmsegmentation/blob/master/configs/pspnet/pspnet_r18-d8_512x1024_80k_cityscapes.py)| 75.54 | 79.76 | 74.87 |[config]()|[teacher](https://download.openmmlab.com/mmsegmentation/v0.5/pspnet/pspnet_r101-d8_512x1024_80k_cityscapes/pspnet_r101-d8_512x1024_80k_cityscapes_20200606_112211-e1e1100f.pth) |[model](https://openmmlab-share.oss-cn-hangzhou.aliyuncs.com/mmrazor/v0.1/distill/cwd/cwd_cls_head_pspnet_r101_d8_pspnet_r18_d8_512x1024_cityscapes_80k/cwd_cls_head_pspnet_r101_d8_pspnet_r18_d8_512x1024_cityscapes_80k_mIoU-75.54_20211222-3a26ee1c.pth?versionId=CAEQHxiBgMCPxIKJ7xciIGU1N2JhYzgzYWE0YTRhYmRiZjVmMTA3MTA3NDk1ZWNl) | [log](https://openmmlab-share.oss-cn-hangzhou.aliyuncs.com/mmrazor/v0.1/distill/cwd/cwd_cls_head_pspnet_r101_d8_pspnet_r18_d8_512x1024_cityscapes_80k/cwd_cls_head_pspnet_r101_d8_pspnet_r18_d8_512x1024_cityscapes_80k_20211212_205711.log.json?versionId=CAEQHxiBgMDZ_oOJ7xciIDJjYzIxYTYyODYzMzQzNDk5Mjg1NTIwMWFkODliMGFk)|
| logits |cityscapes|[pspnet_r101](https://github.com/open-mmlab/mmsegmentation/blob/master/configs/pspnet/pspnet_r101-d8_512x1024_80k_cityscapes.py)|[pspnet_r18](https://github.com/open-mmlab/mmsegmentation/blob/master/configs/pspnet/pspnet_r18-d8_512x1024_80k_cityscapes.py)| 75.54 | 79.76 | 74.87 |[config]()|[teacher](https://download.openmmlab.com/mmsegmentation/v0.5/pspnet/pspnet_r101-d8_512x1024_80k_cityscapes/pspnet_r101-d8_512x1024_80k_cityscapes_20200606_112211-e1e1100f.pth) |[model](https://download.openmmlab.com/mmrazor/v0.1/distill/cwd/cwd_cls_head_pspnet_r101_d8_pspnet_r18_d8_512x1024_cityscapes_80k/cwd_cls_head_pspnet_r101_d8_pspnet_r18_d8_512x1024_cityscapes_80k_mIoU-75.54_20211222-3a26ee1c.pth) | [log](https://download.openmmlab.com/mmrazor/v0.1/distill/cwd/cwd_cls_head_pspnet_r101_d8_pspnet_r18_d8_512x1024_cityscapes_80k/cwd_cls_head_pspnet_r101_d8_pspnet_r18_d8_512x1024_cityscapes_80k_20211212_205711.log.json?)|

### Detection
|Location|Dataset|Teacher|Student|mAP|mAP(T)|mAP(S)|Config | Download |
:--------:|:---------:|:---------:|:---------:|:---------:|:---------:|:---------:|:------:|:---------|
| cls head |COCO|[gfl_r101_2x](https://github.com/open-mmlab/mmdetection/tree/master/configs/gfl/gfl_r101_fpn_mstrain_2x_coco.py)|[gfl_r50_1x](https://github.com/open-mmlab/mmdetection/tree/master/configs/gfl/gfl_r50_fpn_1x_coco.py)| 41.9 | 44.7 | 40.2 |[config]()|[teacher](https://download.openmmlab.com/mmdetection/v2.0/gfl/gfl_r101_fpn_mstrain_2x_coco/gfl_r101_fpn_mstrain_2x_coco_20200629_200126-dd12f847.pth) |[model](https://openmmlab-share.oss-cn-hangzhou.aliyuncs.com/mmrazor/v0.1/distill/cwd/cwd_cls_head_gfl_r101_fpn_gfl_r50_fpn_1x_coco/cwd_cls_head_gfl_r101_fpn_gfl_r50_fpn_1x_coco_20211222-655dff39.pth?versionId=CAEQHxiBgMD7.uuI7xciIDY1MDRjYzlkN2ExOTRiY2NhNmU4NGJlMmExNjA2YzMy) | [log](https://openmmlab-share.oss-cn-hangzhou.aliyuncs.com/mmrazor/v0.1/distill/cwd/cwd_cls_head_gfl_r101_fpn_gfl_r50_fpn_1x_coco/cwd_cls_head_gfl_r101_fpn_gfl_r50_fpn_1x_coco_20211212_205444.log.json?versionId=CAEQHxiBgID.o_WI7xciIDgyZjRjYTU4Y2ZjNjRjOGU5MTBlMTQ3ZjEyMTE4OTJl)|
| cls head |COCO|[gfl_r101_2x](https://github.com/open-mmlab/mmdetection/tree/master/configs/gfl/gfl_r101_fpn_mstrain_2x_coco.py)|[gfl_r50_1x](https://github.com/open-mmlab/mmdetection/tree/master/configs/gfl/gfl_r50_fpn_1x_coco.py)| 41.9 | 44.7 | 40.2 |[config]()|[teacher](https://download.openmmlab.com/mmdetection/v2.0/gfl/gfl_r101_fpn_mstrain_2x_coco/gfl_r101_fpn_mstrain_2x_coco_20200629_200126-dd12f847.pth) |[model](https://download.openmmlab.com/mmrazor/v0.1/distill/cwd/cwd_cls_head_gfl_r101_fpn_gfl_r50_fpn_1x_coco/cwd_cls_head_gfl_r101_fpn_gfl_r50_fpn_1x_coco_20211222-655dff39.pth) | [log](https://download.openmmlab.com/mmrazor/v0.1/distill/cwd/cwd_cls_head_gfl_r101_fpn_gfl_r50_fpn_1x_coco/cwd_cls_head_gfl_r101_fpn_gfl_r50_fpn_1x_coco_20211212_205444.log.json)|


## Citation
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2 changes: 1 addition & 1 deletion configs/distill/wsld/README.md
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Expand Up @@ -27,7 +27,7 @@ effectiveness of our method.
### Classification
|Location|Dataset|Teacher|Student|Acc|Acc(T)|Acc(S)|Config | Download |
:--------:|:---------:|:---------:|:---------:|:---------:|:---------:|:---------:|:------:|:---------|
| cls head |ImageNet|[resnet34](https://github.com/open-mmlab/mmclassification/blob/master/configs/resnet/resnet34_8xb32_in1k.py)|[resnet18](https://github.com/open-mmlab/mmclassification/blob/master/configs/resnet/resnet18_8xb32_in1k.py)| 71.54 | 73.62 | 69.90 |[config](./wsld_cls_head_resnet34_resnet18_8xb32_in1k.py)|[teacher](https://download.openmmlab.com/mmclassification/v0/resnet/resnet50_8xb32_in1k_20210831-ea4938fc.pth) |[model](https://openmmlab-share.oss-cn-hangzhou.aliyuncs.com/mmrazor/v0.1/distill/wsld/wsld_cls_head_resnet34_resnet18_8xb32_in1k/wsld_cls_head_resnet34_resnet18_8xb32_in1k_acc-71.54_20211222-91f28cf6.pth?versionId=CAEQHxiBgMC6memK7xciIGMzMDFlYTA4YzhlYTRiMTNiZWU0YTVhY2I5NjVkMjY2) | [log](https://openmmlab-share.oss-cn-hangzhou.aliyuncs.com/mmrazor/v0.1/distill/wsld/wsld_cls_head_resnet34_resnet18_8xb32_in1k/wsld_cls_head_resnet34_resnet18_8xb32_in1k_20211221_181516.log.json?versionId=CAEQHxiBgIDLmemK7xciIGNkM2FiN2Y4N2E5YjRhNDE4NDVlNmExNDczZDIxN2E5)|
| cls head |ImageNet|[resnet34](https://github.com/open-mmlab/mmclassification/blob/master/configs/resnet/resnet34_8xb32_in1k.py)|[resnet18](https://github.com/open-mmlab/mmclassification/blob/master/configs/resnet/resnet18_8xb32_in1k.py)| 71.54 | 73.62 | 69.90 |[config](./wsld_cls_head_resnet34_resnet18_8xb32_in1k.py)|[teacher](https://download.openmmlab.com/mmclassification/v0/resnet/resnet50_8xb32_in1k_20210831-ea4938fc.pth) |[model](https://download.openmmlab.com/mmrazor/v0.1/distill/wsld/wsld_cls_head_resnet34_resnet18_8xb32_in1k/wsld_cls_head_resnet34_resnet18_8xb32_in1k_acc-71.54_20211222-91f28cf6.pth) | [log](https://download.openmmlab.com/mmrazor/v0.1/distill/wsld/wsld_cls_head_resnet34_resnet18_8xb32_in1k/wsld_cls_head_resnet34_resnet18_8xb32_in1k_20211221_181516.log.json)|



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4 changes: 2 additions & 2 deletions configs/nas/darts/README.md
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Expand Up @@ -22,8 +22,8 @@ Dataset|Unroll|Config|Download|

Dataset|Params(M)|Flops(G)|Top-1 Acc|Top-5 Acc|Subnet|Config|Download|Remarks|
|:---------:|:---------:|:---------:|:---------:|:---------:|:---------:|:------:|:------:|:------:|
|Cifar10|3.42 | 0.48 | 97.32 |99.94|[mutable](https://openmmlab-share.oss-cn-hangzhou.aliyuncs.com/mmrazor/v0.1/nas/darts/darts_subnetnet_1xb96_cifar10/darts_subnetnet_1xb96_cifar10_acc-97.32_20211222-e5727921_mutable_cfg.yaml?versionId=CAEQHxiBgMDn0ICL7xciIDAwNzUzZTU3ZjE4OTQ0MDg5YmZiMmYzYzExZTQ3YTRm)|[config](./darts_subnetnet_1xb96_cifar10.py)| [model](https://openmmlab-share.oss-cn-hangzhou.aliyuncs.com/mmrazor/v0.1/nas/darts/darts_subnetnet_1xb96_cifar10/darts_subnetnet_1xb96_cifar10_acc-97.32_20211222-e5727921.pth?versionId=CAEQHxiBgID20ICL7xciIDllOWZmNTliMzkwNzQ5YzdhODk2MzY1MWEyOTQ1Yjlk) | [log](https://openmmlab-share.oss-cn-hangzhou.aliyuncs.com/mmrazor/v0.1/nas/darts/darts_subnetnet_1xb96_cifar10/darts_subnetnet_1xb96_cifar10_20211222-e5727921.log.json?versionId=CAEQHxiBgMDz0ICL7xciIGRhMjk0NDU0OTVhZjQwMDg4N2ZkMDAzZDM1ZWU4N2Ri)|MMRazor searched
|Cifar10|3.83 | 0.55 | 97.27 |99.98|[mutable](https://openmmlab-share.oss-cn-hangzhou.aliyuncs.com/mmrazor/v0.1/nas/darts/darts_subnetnet_1xb96_cifar10/darts_subnetnet_1xb96_cifar10_acc-97.27_20211222-17e42600_mutable_cfg.yaml?versionId=CAEQHxiBgICrnpmL7xciIGFmYzUxYjdmYWM1YzQ3N2I5NGU1MDE2ZjIxYmJhY2E0)|[config](./darts_subnetnet_1xb96_cifar10.py)| [model](https://openmmlab-share.oss-cn-hangzhou.aliyuncs.com/mmrazor/v0.1/nas/darts/darts_subnetnet_1xb96_cifar10/darts_subnetnet_1xb96_cifar10_acc-97.27_20211222-17e42600.pth?versionId=CAEQHxiBgIDQnpmL7xciIGQzOTRkMTViMDgzNzQ2MWI5MmUyNzIxZDk4OTUzZDgz) | [log](https://openmmlab-share.oss-cn-hangzhou.aliyuncs.com/mmrazor/v0.1/nas/darts/darts_subnetnet_1xb96_cifar10/darts_subnetnet_1xb96_cifar10_20211222-17e42600.log.json?versionId=CAEQHxiBgMDPnpmL7xciIDViYTVlYTIyYmQ2OTQ1ZDZhNTNhMjVkODA2NDRlMTI1)|official
|Cifar10|3.42 | 0.48 | 97.32 |99.94|[mutable](https://download.openmmlab.com/mmrazor/v0.1/nas/darts/darts_subnetnet_1xb96_cifar10/darts_subnetnet_1xb96_cifar10_acc-97.32_20211222-e5727921_mutable_cfg.yaml)|[config](./darts_subnetnet_1xb96_cifar10.py)| [model](https://download.openmmlab.com/mmrazor/v0.1/nas/darts/darts_subnetnet_1xb96_cifar10/darts_subnetnet_1xb96_cifar10_acc-97.32_20211222-e5727921.pth) | [log](https://download.openmmlab.com/mmrazor/v0.1/nas/darts/darts_subnetnet_1xb96_cifar10/darts_subnetnet_1xb96_cifar10_20211222-e5727921.log.json)|MMRazor searched
|Cifar10|3.83 | 0.55 | 97.27 |99.98|[mutable](https://download.openmmlab.com/mmrazor/v0.1/nas/darts/darts_subnetnet_1xb96_cifar10/darts_subnetnet_1xb96_cifar10_acc-97.27_20211222-17e42600_mutable_cfg.yaml)|[config](./darts_subnetnet_1xb96_cifar10.py)| [model](https://download.openmmlab.com/mmrazor/v0.1/nas/darts/darts_subnetnet_1xb96_cifar10/darts_subnetnet_1xb96_cifar10_acc-97.27_20211222-17e42600.pth) | [log](https://download.openmmlab.com/mmrazor/v0.1/nas/darts/darts_subnetnet_1xb96_cifar10/darts_subnetnet_1xb96_cifar10_20211222-17e42600.log.json)|official


## Citation
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2 changes: 1 addition & 1 deletion configs/nas/darts/darts_subnet_1xb96_cifar10.py
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Expand Up @@ -29,7 +29,7 @@
)

# FIXME: you may replace this with the mutable_cfg searched by yourself
mutable_cfg = 'https://openmmlab-share.oss-cn-hangzhou.aliyuncs.com/mmrazor/v0.1/nas/darts/darts_subnetnet_1xb96_cifar10/darts_subnetnet_1xb96_cifar10_acc-97.32_20211222-e5727921_mutable_cfg.yaml' # noqa: E501
mutable_cfg = 'https://download.openmmlab.com/mmrazor/v0.1/nas/darts/darts_subnetnet_1xb96_cifar10/darts_subnetnet_1xb96_cifar10_acc-97.32_20211222-e5727921_mutable_cfg.yaml' # noqa: E501

algorithm = dict(
type='Darts',
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2 changes: 1 addition & 1 deletion configs/nas/detnas/README.md
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Expand Up @@ -52,7 +52,7 @@ python ./tools/mmdet/train_mmdet.py \
## Results and models
|Dataset| Supernet | Subnet |Params(M)| Flops(G) | mAP | Config | Download | Remarks|
|:---------------:|:---------------:|:-----------:|:-----------:|:-----------:|:--------------:|:------:|:--------:|:--------:|
|COCO| FRCNN-ShuffleNetV2| [mutable](https://openmmlab-share.oss-cn-hangzhou.aliyuncs.com/mmrazor/v0.1/nas/detnas/detnas_subnet_frcnn_shufflenetv2_fpn_1x_coco/detnas_subnet_frcnn_shufflenetv2_fpn_1x_coco_bbox_backbone_flops-0.34M_mAP-37.5_20211222-67fea61f_mutable_cfg.yaml?versionId=CAEQHxiBgMDU3taI7xciIDUzMmM4MTg4YTgwZDRhYjY4NjA3M2NkZDA0NWExNmY1) | 3.35(backbone)|0.34(backbone) | 37.5 |[config](./detnas_subnet_frcnn_shufflenetv2_fpn_1x_coco.py)|[pretrain](https://openmmlab-share.oss-cn-hangzhou.aliyuncs.com/mmrazor/v0.1/nas/detnas/detnas_subnet_frcnn_shufflenetv2_fpn_1x_coco/detnas_subnet_shufflenetv2_8xb128_in1k_acc-74.08_20211223-92e9b66a.pth?versionId=CAEQHxiBgICBxuuL7xciIGEyNzZkZmRmZmM5NzRjNDViOTNjOWZkNjk0OWYyYTdm) |[model](https://openmmlab-share.oss-cn-hangzhou.aliyuncs.com/mmrazor/v0.1/nas/detnas/detnas_subnet_frcnn_shufflenetv2_fpn_1x_coco/detnas_subnet_frcnn_shufflenetv2_fpn_1x_coco_bbox_backbone_flops-0.34M_mAP-37.5_20211222-67fea61f.pth?versionId=CAEQHxiBgIDd3taI7xciIDIxYmUzMDE4ZmZmMjQ4ZGNiNzI1YjcxOGM4OGM5NDZl) | [log](https://openmmlab-share.oss-cn-hangzhou.aliyuncs.com/mmrazor/v0.1/nas/detnas/detnas_subnet_frcnn_shufflenetv2_fpn_1x_coco/detnas_subnet_frcnn_shufflenetv2_fpn_1x_coco_bbox_backbone_flops-0.34M_mAP-37.5_20211222-67fea61f.log.json?versionId=CAEQHxiBgMCSq9mM7xciIDViODRmMDE1Yjk1MDQwMTViMDBmYzZlMjg0OTJjYTlh)|MMRazor searched
|COCO| FRCNN-ShuffleNetV2| [mutable](https://download.openmmlab.com/mmrazor/v0.1/nas/detnas/detnas_subnet_frcnn_shufflenetv2_fpn_1x_coco/detnas_subnet_frcnn_shufflenetv2_fpn_1x_coco_bbox_backbone_flops-0.34M_mAP-37.5_20211222-67fea61f_mutable_cfg.yaml) | 3.35(backbone)|0.34(backbone) | 37.5 |[config](./detnas_subnet_frcnn_shufflenetv2_fpn_1x_coco.py)|[pretrain](https://download.openmmlab.com/mmrazor/v0.1/nas/detnas/detnas_subnet_frcnn_shufflenetv2_fpn_1x_coco/detnas_subnet_shufflenetv2_8xb128_in1k_acc-74.08_20211223-92e9b66a.pth) |[model](https://download.openmmlab.com/mmrazor/v0.1/nas/detnas/detnas_subnet_frcnn_shufflenetv2_fpn_1x_coco/detnas_subnet_frcnn_shufflenetv2_fpn_1x_coco_bbox_backbone_flops-0.34M_mAP-37.5_20211222-67fea61f.pth) | [log](https://download.openmmlab.com/mmrazor/v0.1/nas/detnas/detnas_subnet_frcnn_shufflenetv2_fpn_1x_coco/detnas_subnet_frcnn_shufflenetv2_fpn_1x_coco_bbox_backbone_flops-0.34M_mAP-37.5_20211222-67fea61f.log.json)|MMRazor searched


**Note**:
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2 changes: 1 addition & 1 deletion configs/nas/detnas/detnas_subnet_frcnn_shufflenetv2_fpn_1x_coco.py
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@@ -1,6 +1,6 @@
_base_ = ['./detnas_supernet_frcnn_shufflenetv2_fpn_1x_coco.py']

# FIXME: you may replace this with the mutable_cfg searched by yourself
mutable_cfg = 'https://openmmlab-share.oss-cn-hangzhou.aliyuncs.com/mmrazor/v0.1/nas/detnas/detnas_subnet_frcnn_shufflenetv2_fpn_1x_coco/detnas_subnet_frcnn_shufflenetv2_fpn_1x_coco_bbox_backbone_flops-0.34M_mAP-37.5_20211222-67fea61f_mutable_cfg.yaml' # noqa: E501
mutable_cfg = 'https://download.openmmlab.com/mmrazor/v0.1/nas/detnas/detnas_subnet_frcnn_shufflenetv2_fpn_1x_coco/detnas_subnet_frcnn_shufflenetv2_fpn_1x_coco_bbox_backbone_flops-0.34M_mAP-37.5_20211222-67fea61f_mutable_cfg.yaml' # noqa: E501

algorithm = dict(retraining=True, mutable_cfg=mutable_cfg)
2 changes: 1 addition & 1 deletion configs/nas/detnas/detnas_subnet_shufflenetv2_8xb128_in1k.py
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Expand Up @@ -3,6 +3,6 @@
]

# FIXME: you may replace this with the mutable_cfg searched by yourself
mutable_cfg = 'https://openmmlab-share.oss-cn-hangzhou.aliyuncs.com/mmrazor/v0.1/nas/detnas/detnas_subnet_frcnn_shufflenetv2_fpn_1x_coco/detnas_subnet_frcnn_shufflenetv2_fpn_1x_coco_bbox_backbone_flops-0.34M_mAP-37.5_20211222-67fea61f_mutable_cfg.yaml' # noqa: E501
mutable_cfg = 'https://download.openmmlab.com/mmrazor/v0.1/nas/detnas/detnas_subnet_frcnn_shufflenetv2_fpn_1x_coco/detnas_subnet_frcnn_shufflenetv2_fpn_1x_coco_bbox_backbone_flops-0.34M_mAP-37.5_20211222-67fea61f_mutable_cfg.yaml' # noqa: E501

algorithm = dict(mutable_cfg=mutable_cfg)
2 changes: 1 addition & 1 deletion configs/nas/spos/README.md
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Expand Up @@ -43,7 +43,7 @@ python ./tools/mmcls/train_mmcls.py \

| Dataset | Supernet | Subnet | Params(M) | Flops(G) | Top-1 (%) | Top-5 (%) | Config | Download | Remarks |
| :------: |:----------------------:| :----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------: | :-------: | :------: | :-------: | :-------: | :----------------------------------------------: |:------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:-------------------------------------------------------------:|
| ImageNet | ShuffleNetV2 | [mutable](https://openmmlab-share.oss-cn-hangzhou.aliyuncs.com/mmrazor/v0.1/nas/spos/spos_shufflenetv2_subnet_8xb128_in1k/spos_shufflenetv2_subnet_8xb128_in1k_flops_0.33M_acc_73.87_20211222-454627be_mutable_cfg.yaml?versionId=CAEQHxiBgICw5b6I7xciIGY5MjVmNWFhY2U5MjQzN2M4NDViYzI2YWRmYWE1YzQx) | 3.35 | 0.33 | 73.87 | 91.6 | [config](./spos_subnet_shufflenetv2_8xb128_in1k.py) | [model](https://openmmlab-share.oss-cn-hangzhou.aliyuncs.com/mmrazor/v0.1/nas/spos/spos_shufflenetv2_subnet_8xb128_in1k/spos_shufflenetv2_subnet_8xb128_in1k_flops_0.33M_acc_73.87_20211222-1f0a0b4d.pth?versionId=CAEQHxiBgIDK5b6I7xciIDM1YjIwZjQxN2UyMDRjYjA5YTM5NTBlMGNhMTdkNjI2) | [log](https://openmmlab-share.oss-cn-hangzhou.aliyuncs.com/mmrazor/v0.1/nas/spos/spos_shufflenetv2_subnet_8xb128_in1k/spos_shufflenetv2_subnet_8xb128_in1k_flops_0.33M_acc_73.87_20211222-1f0a0b4d.log.json?versionId=CAEQHxiBgIDr9cuL7xciIDBmOTZiZGUyYjRiMDQ5NzhhZjY0NWUxYmUzNDlmNTg5) | MMRazor searched |
| ImageNet | ShuffleNetV2 | [mutable](https://download.openmmlab.com/mmrazor/v0.1/nas/spos/spos_shufflenetv2_subnet_8xb128_in1k/spos_shufflenetv2_subnet_8xb128_in1k_flops_0.33M_acc_73.87_20211222-454627be_mutable_cfg.yaml) | 3.35 | 0.33 | 73.87 | 91.6 | [config](./spos_subnet_shufflenetv2_8xb128_in1k.py) | [model](https://download.openmmlab.com/mmrazor/v0.1/nas/spos/spos_shufflenetv2_subnet_8xb128_in1k/spos_shufflenetv2_subnet_8xb128_in1k_flops_0.33M_acc_73.87_20211222-1f0a0b4d.pth) | [log](https://download.openmmlab.com/mmrazor/v0.1/nas/spos/spos_shufflenetv2_subnet_8xb128_in1k/spos_shufflenetv2_subnet_8xb128_in1k_flops_0.33M_acc_73.87_20211222-1f0a0b4d.log.json) | MMRazor searched |
| ImageNet | MobileNet-ProxylessGPU | [mutable](https://download.openmmlab.com/mmrazor/v0.1/nas/spos/spos_mobilenet_subnet/spos_angelnas_flops_0.49G_acc_75.98_20220307-54f4698f_mutable_cfg.yaml) | 5.94 | 0.49* | 75.98 | 92.77 | [config](./spos_mobilenet_for_check_ckpt_from_anglenas.py) | | [AngleNAS](https://github.com/megvii-model/AngleNAS) searched |

**Note**:
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2 changes: 1 addition & 1 deletion configs/nas/spos/spos_subnet_shufflenetv2_8xb128_in1k.py
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Original file line number Diff line number Diff line change
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]

# FIXME: you may replace this with the mutable_cfg searched by yourself
mutable_cfg = 'https://openmmlab-share.oss-cn-hangzhou.aliyuncs.com/mmrazor/v0.1/nas/spos/spos_shufflenetv2_subnet_8xb128_in1k/spos_shufflenetv2_subnet_8xb128_in1k_flops_0.33M_acc_73.87_20211222-454627be_mutable_cfg.yaml' # noqa: E501
mutable_cfg = 'https://download.openmmlab.com/mmrazor/v0.1/nas/spos/spos_shufflenetv2_subnet_8xb128_in1k/spos_shufflenetv2_subnet_8xb128_in1k_flops_0.33M_acc_73.87_20211222-454627be_mutable_cfg.yaml' # noqa: E501

algorithm = dict(retraining=True, mutable_cfg=mutable_cfg)

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