├── README.md ├── additional_layers ├── .DS_Store ├── SENet │ ├── .DS_Store │ ├── ILSVRC2017_val.txt │ ├── LICENSE │ ├── README.md │ ├── _gitignore │ ├── figures │ │ ├── SE-Inception-module.jpg │ │ ├── SE-ResNet-module.jpg │ │ └── SE-pipeline.jpg │ ├── include │ │ └── caffe │ │ │ └── layers │ │ │ └── axpy_layer.hpp │ ├── models │ │ ├── SE-BN-Inception.prototxt │ │ ├── SE-ResNeXt-101.prototxt │ │ ├── SE-ResNeXt-50.prototxt │ │ ├── SE-ResNet-101.prototxt │ │ ├── SE-ResNet-152.prototxt │ │ ├── SE-ResNet-50.prototxt │ │ └── SENet-154.prototxt │ └── src │ │ └── caffe │ │ └── layers │ │ ├── axpy_layer.cpp │ │ ├── axpy_layer.cu │ │ └── pooling_layer.cu └── dw_conv_layer │ ├── README.md │ ├── conv_dw_layer.cpp │ ├── conv_dw_layer.cu │ ├── conv_dw_layer.hpp │ └── mobilenet_1by2_deploy.prototxt ├── deploys ├── mobilenetv1_320x320 │ ├── deploy_1000.prototxt │ ├── deploy_1000_reduced.prototxt │ ├── deploy_400.prototxt │ └── deploy_400_reduced.prototxt ├── mobilenetv2_320x320 │ ├── deploy_1000.prototxt │ ├── deploy_1000_reduced.prototxt │ ├── deploy_400.prototxt │ └── deploy_400_reduced.prototxt ├── resnet18_320x320 │ ├── deploy_1000.prototxt │ ├── deploy_1000_reduced.prototxt │ ├── deploy_400.prototxt │ └── deploy_400_reduced.prototxt ├── resnet18_512x512 │ ├── deploy_1000.prototxt │ ├── deploy_1000_reduced.prototxt │ ├── deploy_400.prototxt │ └── deploy_400_reduced.prototxt ├── resnext26_320x320 │ ├── deploy_1000.prototxt │ ├── deploy_1000_reduced.prototxt │ ├── deploy_400.prototxt │ └── deploy_400_reduced.prototxt ├── resnext26_512x512 │ ├── deploy_1000_reduced.prototxt │ └── deploy_400_reduced.prototxt ├── resnext50_320x320 │ ├── deploy_1000.prototxt │ ├── deploy_1000_reduced.prototxt │ ├── deploy_400.prototxt │ └── deploy_400_reduced.prototxt ├── resnext50_512x512 │ ├── deploy_1000_reduced.prototxt │ └── deploy_400_reduced.prototxt ├── sebninception_512x512 │ ├── deploy_1000_reduced.prototxt │ └── deploy_400_reduced.prototxt ├── seinception_320x320 │ ├── deploy_1000.prototxt │ ├── deploy_1000_reduced.prototxt │ ├── deploy_400.prototxt │ └── deploy_400_reduced.prototxt ├── seresnext50_320x320 │ ├── deploy_1000.prototxt │ ├── deploy_1000_reduced.prototxt │ ├── deploy_400.prototxt │ └── deploy_400_reduced.prototxt ├── vgg16_320x320 │ ├── deploy_1000.prototxt │ ├── deploy_1000_reduced.prototxt │ ├── deploy_400.prototxt │ └── deploy_400_reduced.prototxt ├── vgg16_512x512 │ ├── VGG16_COCO_512.py │ ├── deploy_1000_full.prototxt │ ├── deploy_1000_reduced.prototxt │ ├── deploy_400_full.prototxt │ ├── deploy_400_reduced.prototxt │ ├── solver.prototxt │ └── train.prototxt └── xception_320x320 │ ├── deploy_1000.prototxt │ ├── deploy_1000_reduced.prototxt │ ├── deploy_400.prototxt │ └── deploy_400_reduced.prototxt ├── heads ├── MobileNetV1_COCO_320.py ├── MobileNetV2_COCO_320.py ├── ResNeXt26_COCO_320.py ├── ResNeXt50_COCO_320.py ├── ResNeXt50_COCO_512.py ├── ResNet18_COCO_320.py ├── ResNet18_COCO_512.py ├── ResNetXt26_COCO_512.py ├── 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