├── .gitignore ├── LICENSE ├── README.md ├── base ├── ann.py ├── experiments.sh └── models │ ├── backbones │ ├── mobilenet.py │ ├── mobilenet_v2.py │ ├── mobilenetv3.py │ ├── resnet.py │ ├── resnet_v2.py │ └── resnext.py │ ├── network.py │ └── utils │ ├── deform_convs │ ├── dcnv2.py │ └── mmcv_dcn.py │ ├── dynamic_convs │ └── dynamic_conv.py │ └── pool_models │ ├── attn_pool.py │ ├── common.py │ ├── dfmixp.py │ ├── dfmnlp.py │ ├── gaussian_pool.py │ ├── lip.py │ ├── mixp.py │ ├── nlp.py │ ├── nlp_nobn1.py │ ├── nlp_nobn2.py │ ├── nlp_noexp.py │ ├── nlp_nope.py │ ├── nlp_nosigmoid.py │ └── position_encoding.py ├── mmdet_dist_train.sh ├── mmdet_repo ├── configs │ ├── baseline │ │ ├── detr.py │ │ ├── faster_rcnn.py │ │ ├── faster_rcnn_2222.py │ │ └── yolov3.py │ ├── common │ │ ├── coco_detection.py │ │ ├── runtime.py │ │ └── schedule.py │ ├── config_demo.py │ └── network │ │ ├── faster_rcnn │ │ ├── _base_.py │ │ ├── dyresnet18 │ │ │ ├── dyresnet18.py │ │ │ ├── dyresnet18_dfmixp_reduced.py │ │ │ ├── dyresnet18_dfmnlp_reduced.py │ │ │ ├── dyresnet18_gaussian_pool.py │ │ │ ├── dyresnet18_lip.py │ │ │ ├── dyresnet18_mixp_reduced.py │ │ │ ├── dyresnet18_nlp.py │ │ │ └── dyresnet18_nlp_reduced.py │ │ ├── dyresnet50 │ │ │ ├── dyresnet50.py │ │ │ ├── dyresnet50_2222.py │ │ │ ├── dyresnet50_4222.py │ │ │ ├── dyresnet50_gaussian_pool.py │ │ │ ├── dyresnet50_gaussian_pool_2222.py │ │ │ ├── dyresnet50_gaussian_pool_4222.py │ │ │ ├── dyresnet50_lip.py │ │ │ ├── dyresnet50_lip_2222.py │ │ │ ├── dyresnet50_lip_4222.py │ │ │ ├── dyresnet50_nlp.py │ │ │ ├── dyresnet50_nlp_2222.py │ │ │ └── dyresnet50_nlp_4222.py │ │ ├── resnet18 │ │ │ ├── resnet18.py │ │ │ ├── resnet18_dfmixp_reduced.py │ │ │ ├── resnet18_dfmnlp_reduced.py │ │ │ ├── resnet18_gaussian_pool.py │ │ │ ├── resnet18_lip.py │ │ │ ├── resnet18_mixp_reduced.py │ │ │ ├── resnet18_nlp.py │ │ │ └── resnet18_nlp_reduced.py │ │ └── resnet50 │ │ │ ├── resnet50.py │ │ │ ├── resnet50_2222.py │ │ │ ├── resnet50_4222.py │ │ │ ├── resnet50_gaussian_pool.py │ │ │ ├── resnet50_gaussian_pool_2222.py │ │ │ ├── resnet50_gaussian_pool_4222.py │ │ │ ├── resnet50_lip.py │ │ │ ├── resnet50_lip_2222.py │ │ │ ├── resnet50_lip_4222.py │ │ │ ├── resnet50_nlp.py │ │ │ ├── resnet50_nlp_2222.py │ │ │ └── resnet50_nlp_4222.py │ │ ├── ssd │ │ ├── _base_.py │ │ ├── mobilenet │ │ │ ├── dfmnlp-1222121.py │ │ │ ├── dynlp-1222121.py │ │ │ ├── gaussian_pool-1222121.py │ │ │ ├── lip-1222121.py │ │ │ ├── nlp-1222121.py │ │ │ ├── skip-1222121.py │ │ │ ├── skip-2222121.py │ │ │ └── skip-4222121.py │ │ └── resnet18 │ │ │ ├── ssd_resnet18-gaussian_pool-1222.py │ │ │ ├── ssd_resnet18-lip-1222.py │ │ │ ├── ssd_resnet18-nlp-1222.py │ │ │ └── ssd_resnet18-skip-1222.py │ │ └── yolov3 │ │ ├── _base_.py │ │ ├── mobilenet │ │ ├── dfmnlp-1222121.py │ │ ├── gaussian_pool-1222121.py │ │ ├── lip-1222121.py │ │ ├── nlp-1222121.py │ │ ├── skip-1222121.py │ │ ├── skip-2222121.py │ │ └── skip-4222121.py │ │ └── resnet18 │ │ ├── dfmnlp-1222.py │ │ ├── dfmnlp-2222.py │ │ ├── dfmnlp-4222.py │ │ ├── gaussian_pool-1222.py │ │ ├── gaussian_pool-2222.py │ │ ├── gaussian_pool-4222.py │ │ ├── lip-1222.py │ │ ├── lip-2222.py │ │ ├── lip-4222.py │ │ ├── nlp-2222.py │ │ ├── nlp-4222.py │ │ ├── skip-1222.py │ │ ├── skip-2222.py │ │ ├── skip-4222.py │ │ ├── yolov3-nlp_reduced0211.py │ │ └── yolov3-nlp_reduced0842.py ├── mmdet_network.py └── tools │ ├── check_weightupdate.py │ ├── run_visualize.sh │ └── visualize.py ├── mmdet_test.sh └── mmdet_train.sh /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/C-Fun/Self-Attentive-Pooling-for-Efficient-Deep-Learning/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/C-Fun/Self-Attentive-Pooling-for-Efficient-Deep-Learning/HEAD/LICENSE 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