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[Fix] Update readme #341

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Nov 1, 2022
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[Fix] Update readme #341

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228a09e
update kl readme
HIT-cwh Nov 1, 2022
8d015d3
update dsnas readme
HIT-cwh Nov 1, 2022
8fc6d78
fix url
HIT-cwh Nov 1, 2022
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4 changes: 2 additions & 2 deletions configs/distill/mmcls/kd/README.md
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Expand Up @@ -17,8 +17,8 @@ A very simple way to improve the performance of almost any machine learning algo
| Location | Dataset | Teacher | Student | Acc | Acc(T) | Acc(S) | Config | Download |
| :------: | :------: | :-----------------------------------------------------------------------------------------------------------: | :--------------------------------------------------------------------------------------------------------------------------------: | :---: | :----: | :----: | :------------------------------------------------------------: | :------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| logits | ImageNet | [resnet34](https://github.com/open-mmlab/mmclassification/blob/dev-1.x/configs/resnet/resnet34_8xb32_in1k.py) | [resnet18](https://github.com/open-mmlab/mmclassification/blob/dev-1.x/configs/resnet/resnet18_8xb32_in1k.py) | 71.81 | 73.62 | 69.90 | [config](./kd_logits_resnet34_resnet18_8xb32_in1k.py) | [teacher](https://download.openmmlab.com/mmclassification/v0/resnet/resnet34_8xb32_in1k_20210831-f257d4e6.pth) \|[model](https://openmmlab-share.oss-cn-hangzhou.aliyuncs.com/mmrazor/v1/kd/kl_r18_w3/kd_logits_resnet34_resnet18_8xb32_in1k_w3_20221011_181115-5c6a834d.pth?versionId=CAEQThiBgID1_Me0oBgiIDE3NTk3MDgxZmU2YjRlMjVhMzg1ZTQwMmRhNmYyNGU2) \| [log](https://openmmlab-share.oss-cn-hangzhou.aliyuncs.com/mmrazor/v1/kd/kl_r18_w3/kd_logits_resnet34_resnet18_8xb32_in1k_w3_20221011_181115-5c6a834d.json?versionId=CAEQThiBgMDx_se0oBgiIDQxNTM2MWZjZGRhNjRhZDZiZTIzY2Y0NDU3NDA4ODBl) |
| logits | ImageNet | [resnet50](https://github.com/open-mmlab/mmclassification/blob/dev-1.x/configs/resnet/resnet50_8xb32_in1k.py) | [mobilenet-v2](https://github.com/open-mmlab/mmclassification/blob/dev-1.x/configs/mobilenet_v2/mobilenet-v2_8xb32_in1k.py) | | 76.55 | 71.86 | [config](./kd_logits_resnet50_mobilenet-v2_8xb32_in1k.py) | [teacher](https://download.openmmlab.com/mmclassification/v0/resnet/resnet50_8xb32_in1k_20210831-ea4938fc.pth) \|[model](<>) \| \[log\](\<>>) |
| logits | ImageNet | [resnet34](https://github.com/open-mmlab/mmclassification/blob/dev-1.x/configs/resnet/resnet50_8xb32_in1k.py) | [shufflenet-v2](https://github.com/open-mmlab/mmclassification/blob/dev-1.x/configs/shufflenet_v2/shufflenet-v2-1x_16xb64_in1k.py) | | 76.55 | 69.55 | [config](./kd_logits_resnet50_shufflenet-v2-1x_16xb64_in1k.py) | [teacher](https://download.openmmlab.com/mmclassification/v0/resnet/resnet50_8xb32_in1k_20210831-ea4938fc.pth) \|\[model\](\<>>) \| \[log\](\<>>) |
| logits | ImageNet | [resnet50](https://github.com/open-mmlab/mmclassification/blob/dev-1.x/configs/resnet/resnet50_8xb32_in1k.py) | [mobilenet-v2](https://github.com/open-mmlab/mmclassification/blob/dev-1.x/configs/mobilenet_v2/mobilenet-v2_8xb32_in1k.py) | 73.56 | 76.55 | 71.86 | [config](./kd_logits_resnet50_mobilenet-v2_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/v1/kd/kl_mbv2_w3t1/kd_logits_resnet50_mobilenet-v2_8xb32_in1k_20221025_212407-6ea9e2a5.pth) \| [log](https://openmmlab-share.oss-cn-hangzhou.aliyuncs.com/mmrazor/v1/kd/kl_mbv2_w3t1/kd_logits_resnet50_mobilenet-v2_8xb32_in1k_20221025_212407-6ea9e2a5.json) |
| logits | ImageNet | [resnet34](https://github.com/open-mmlab/mmclassification/blob/dev-1.x/configs/resnet/resnet50_8xb32_in1k.py) | [shufflenet-v2](https://github.com/open-mmlab/mmclassification/blob/dev-1.x/configs/shufflenet_v2/shufflenet-v2-1x_16xb64_in1k.py) | 70.87 | 76.55 | 69.55 | [config](./kd_logits_resnet50_shufflenet-v2-1x_16xb64_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/v1/kd/kl_shuffle_w3t1/kd_logits_resnet50_shufflenet-v2-1x_16xb64_in1k_20221025_224424-5d748c1b.pth) \| [log](https://openmmlab-share.oss-cn-hangzhou.aliyuncs.com/mmrazor/v1/kd/kl_shuffle_w3t1/kd_logits_resnet50_shufflenet-v2-1x_16xb64_in1k_20221025_224424-5d748c1b.json) |
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resnet34 -> resnet50

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https://openmmlab-share.oss-cn-hangzhou.aliyuncs.com/ -> https://download.openmmlab.com/


## Citation

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8 changes: 4 additions & 4 deletions configs/distill/mmcls/kd/metafile.yml
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Expand Up @@ -53,9 +53,9 @@ Models:
- Task: Image Classification
Dataset: ImageNet-1k
Metrics:
Top 1 Accuracy: 73.68
Top 1 Accuracy: 73.56
Config: configs/distill/mmcls/kd/kd_logits_resnet50_mobilenet-v2_8xb32_in1k.py
Weights: https://openmmlab-share.oss-cn-hangzhou.aliyuncs.com/mmrazor/v1/kd/kl_mbv2/kd_logits_resnet50_mobilenet-v2_8xb32_in1k_20221003_124149-d9548d27.pth?versionId=CAEQThiBgICdqMS0oBgiIGEzMmI1NmIwODI2ODQyODFiM2ZmOTE3NDQ3NmU1Yjhh
Weights: https://openmmlab-share.oss-cn-hangzhou.aliyuncs.com/mmrazor/v1/kd/kl_mbv2_w3t1/kd_logits_resnet50_mobilenet-v2_8xb32_in1k_20221025_212407-6ea9e2a5.pth

- Name: kd_logits_resnet50_shufflenet-v2-1x_16xb64_in1k
In Collection: KD
Expand All @@ -77,6 +77,6 @@ Models:
- Task: Image Classification
Dataset: ImageNet-1k
Metrics:
Top 1 Accuracy: 71.27
Top 1 Accuracy: 70.87
Config: configs/distill/mmcls/kd/kd_logits_resnet50_shufflenet-v2-1x_16xb64_in1k.py
Weights: https://openmmlab-share.oss-cn-hangzhou.aliyuncs.com/mmrazor/v1/kd/kl_shuffle/kd_logits_resnet50_shufflenet-v2-1x_16xb64_in1k_20221003_124324-666a2414.pth?versionId=CAEQThiBgMCe78e0oBgiIDdhYjA0NTE4ZDZjMDRmOTU4YzNkN2E2ODNmODUwOGY5
Weights: https://openmmlab-share.oss-cn-hangzhou.aliyuncs.com/mmrazor/v1/kd/kl_shuffle_w3t1/kd_logits_resnet50_shufflenet-v2-1x_16xb64_in1k_20221025_224424-5d748c1b.pth
6 changes: 3 additions & 3 deletions configs/nas/mmcls/dsnas/README.md
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Expand Up @@ -16,9 +16,9 @@ Based on this observation, DSNAS proposes a task-specific end-to-end differentia

### Supernet

| Dataset | Params(M) | FLOPs (G) | Top-1 Acc (%) | Top-5 Acc (%) | Config | Download | Remarks |
| :------: | :-------: | :-------: | :-----------: | :-----------: | :---------------------------------------: | :----------------------: | :--------------: |
| ImageNet | 3.33 | 0.299 | 73.56 | 91.24 | [config](./dsnas_supernet_8xb128_in1k.py) | [model](<>) \| [log](<>) | MMRazor searched |
| Dataset | Params(M) | FLOPs (G) | Top-1 Acc (%) | Top-5 Acc (%) | Config | Download | Remarks |
| :------: | :-------: | :-------: | :-----------: | :-----------: | :---------------------------------------: | :----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------: | :--------------: |
| ImageNet | 3.33 | 0.299 | 73.56 | 91.24 | [config](./dsnas_supernet_8xb128_in1k.py) | [model](https://openmmlab-share.oss-cn-hangzhou.aliyuncs.com/mmrazor/v1/dsnas/dsnas_supernet_8xb128_in1k_20220926_171954-29b87e3a.pth) \| [log](https://openmmlab-share.oss-cn-hangzhou.aliyuncs.com/mmrazor/v1/dsnas/dsnas_supernet_8xb128_in1k_20220926_171954-29b87e3a.log) | MMRazor searched |

**Note**:

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