[Feature]: Support ResNeSt backbone (#2959)
* add stem_channels opt * add ResNeSt * fixed config * fixed cascade config * add precise BN * add precise bn in test * format precise bn * update precise bn interval * fixed eval config bug * fixed precise interval * change to return_loss=False * add naive syncbn * add naive syncbn * rmo precise bn * add range ms * change to MMSyncBN * add naive * fixed loader * reset test * fixed faster config bug * add no norm decay * add baseline no norm decay * set fronzen_stages=-1 * move import * restore to official setting * set to MMSyncBN * update s101 pretrain * update docs * fixed config * add backbone+head * change fpn init * add s101 * add s101 * revert fpn init * add modelzoo, docstring, test * fixed test * fixed test * add missing models * update docstring * add comment * fixed markdownlint
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- README.md 1 addition, 0 deletionsREADME.md
- configs/resnest/README.md 42 additions, 0 deletionsconfigs/resnest/README.md
- configs/resnest/cascade_mask_rcnn_s101_fpn_syncbn-backbone+head_mstrain_1x_coco.py 4 additions, 0 deletions...ask_rcnn_s101_fpn_syncbn-backbone+head_mstrain_1x_coco.py
- configs/resnest/cascade_mask_rcnn_s50_fpn_syncbn-backbone+head_mstrain_1x_coco.py 118 additions, 0 deletions...mask_rcnn_s50_fpn_syncbn-backbone+head_mstrain_1x_coco.py
- configs/resnest/cascade_rcnn_s101_fpn_syncbn-backbone+head_mstrain-range_1x_coco.py 4 additions, 0 deletions...nn_s101_fpn_syncbn-backbone+head_mstrain-range_1x_coco.py
- configs/resnest/cascade_rcnn_s50_fpn_syncbn-backbone+head_mstrain-range_1x_coco.py 116 additions, 0 deletions...cnn_s50_fpn_syncbn-backbone+head_mstrain-range_1x_coco.py
- configs/resnest/faster_rcnn_s101_fpn_syncbn-backbone+head_mstrain-range_1x_coco.py 4 additions, 0 deletions...nn_s101_fpn_syncbn-backbone+head_mstrain-range_1x_coco.py
- configs/resnest/faster_rcnn_s50_fpn_syncbn-backbone+head_mstrain-range_1x_coco.py 62 additions, 0 deletions...cnn_s50_fpn_syncbn-backbone+head_mstrain-range_1x_coco.py
- configs/resnest/mask_rcnn_s101_fpn_syncbn-backbone+head_mstrain_1x_coco.py 4 additions, 0 deletions...ask_rcnn_s101_fpn_syncbn-backbone+head_mstrain_1x_coco.py
- configs/resnest/mask_rcnn_s50_fpn_syncbn-backbone+head_mstrain_1x_coco.py 64 additions, 0 deletions...mask_rcnn_s50_fpn_syncbn-backbone+head_mstrain_1x_coco.py
- docs/model_zoo.md 3 additions, 0 deletionsdocs/model_zoo.md
- mmdet/models/backbones/__init__.py 3 additions, 1 deletionmmdet/models/backbones/__init__.py
- mmdet/models/backbones/resnest.py 317 additions, 0 deletionsmmdet/models/backbones/resnest.py
- mmdet/models/utils/res_layer.py 1 addition, 1 deletionmmdet/models/utils/res_layer.py
- tests/test_models/test_backbones.py 41 additions, 1 deletiontests/test_models/test_backbones.py
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