├── LICENSE ├── README.md ├── __init__.py ├── benchmark ├── c3d.py ├── inceptionv4.py ├── mobilenetv2.py ├── r3d.py ├── resnet.py └── vgg.py ├── dataloaders ├── __pycache__ │ └── dataset.cpython-36.pyc ├── dataset.py ├── hmdb_labels.txt └── ucf_labels.txt ├── doc └── BFP_quant.png ├── dynamic_bfp_r3d.pt ├── lib ├── BFPActivation.py ├── BFPConvertor.py ├── BFPFullyConnet.py ├── BFPWeight.py ├── Stat_Collector.py ├── Utils.py ├── __init__.py └── dataset.py ├── log └── bit_width_explore │ ├── inceptionv4 │ ├── inceptionv4_m10_e8.txt │ ├── inceptionv4_m11_e8.txt │ ├── inceptionv4_m12_e8.txt │ ├── inceptionv4_m5_e8.txt │ ├── inceptionv4_m6_e8.txt │ ├── inceptionv4_m7_e8.txt │ ├── inceptionv4_m8_e2.txt │ ├── inceptionv4_m8_e3.txt │ ├── inceptionv4_m8_e4.txt │ ├── inceptionv4_m8_e5.txt │ ├── inceptionv4_m8_e6.txt │ ├── inceptionv4_m8_e7.txt │ ├── inceptionv4_m8_e8.txt │ ├── inceptionv4_m8_e9.txt │ └── inceptionv4_m9_e8.txt │ ├── mobilenetv2 │ ├── mobilenetv2_m10_e8.txt │ ├── mobilenetv2_m11_e8.txt │ ├── mobilenetv2_m12_e8.txt │ ├── mobilenetv2_m5_e8.txt │ ├── mobilenetv2_m6_e8.txt │ ├── mobilenetv2_m7_e8.txt │ ├── mobilenetv2_m8_e2.txt │ ├── mobilenetv2_m8_e3.txt │ ├── mobilenetv2_m8_e4.txt │ ├── mobilenetv2_m8_e5.txt │ ├── mobilenetv2_m8_e6.txt │ ├── mobilenetv2_m8_e7.txt │ ├── mobilenetv2_m8_e8.txt │ ├── mobilenetv2_m8_e9.txt │ └── mobilenetv2_m9_e8.txt │ ├── resnet50 │ ├── resnet50_m10_e8.txt │ ├── resnet50_m11_e8.txt │ ├── resnet50_m12_e8.txt │ ├── resnet50_m5_e8.txt │ ├── resnet50_m6_e8.txt │ ├── resnet50_m7_e8.txt │ ├── resnet50_m8_e2.txt │ ├── resnet50_m8_e3.txt │ ├── resnet50_m8_e4.txt │ ├── resnet50_m8_e5.txt │ ├── resnet50_m8_e6.txt │ ├── resnet50_m8_e7.txt │ ├── resnet50_m8_e8.txt │ ├── resnet50_m8_e9.txt │ └── resnet50_m9_e8.txt │ └── vgg16 │ ├── vgg16_m10_e8.txt │ ├── vgg16_m11_e8.txt │ ├── vgg16_m12_e8.txt │ ├── vgg16_m5_e8.txt │ ├── vgg16_m6_e8.txt │ ├── vgg16_m7_e8.txt │ ├── vgg16_m8_e2.txt │ ├── vgg16_m8_e3.txt │ ├── vgg16_m8_e4.txt │ ├── vgg16_m8_e5.txt │ ├── vgg16_m8_e6.txt │ ├── vgg16_m8_e7.txt │ ├── vgg16_m8_e8.txt │ ├── vgg16_m8_e9.txt │ └── vgg16_m9_e8.txt ├── models ├── c3d.py ├── golden_mobilenetv2.py ├── inceptionv4.py ├── mobilenetv2.py ├── mobilenetv2_Top1_71.806_Top2_90.410.pth.tar ├── model_factory.py ├── model_factory_3d.py ├── r3d.py ├── res3dnet.py ├── resnet.py ├── resnext.py └── vgg.py ├── script ├── benchmark_bfp_quant_r3d_18.sh ├── benchmark_bfp_quant_r3d_34.sh ├── benchmk_bfp_quant_c3d.sh ├── benchmk_bfp_quant_inceptionv4.sh ├── benchmk_bfp_quant_mobilenetv2.sh ├── benchmk_bfp_quant_resnet.sh ├── benchmk_bfp_quant_vgg16_wobn.sh ├── bfp_quant_c3d.sh ├── bfp_quant_draw_hist_resnet.sh ├── bfp_quant_inceptionv4.sh ├── bfp_quant_mobilenetv2.sh ├── bfp_quant_r3d_18.sh ├── bfp_quant_r3d_18_per_class.sh ├── bfp_quant_r3d_34.sh ├── bfp_quant_resnet.sh ├── bfp_quant_vgg16_wobn.sh ├── bit_width_explore │ ├── explore_exponent_c3d.sh │ ├── explore_exponent_inceptionv4.sh │ ├── explore_exponent_mobilenetv2.sh │ 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