network-slimming

There are 6 repositories under network-slimming topic.

  • 666DZY666/micronet

    micronet, a model compression and deploy lib. compression: 1、quantization: quantization-aware-training(QAT), High-Bit(>2b)(DoReFa/Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference)、Low-Bit(≤2b)/Ternary and Binary(TWN/BNN/XNOR-Net); post-training-quantization(PTQ), 8-bit(tensorrt); 2、 pruning: normal、regular and group convolutional channel pruning; 3、 group convolution structure; 4、batch-normalization fuse for quantization. deploy: tensorrt, fp32/fp16/int8(ptq-calibration)、op-adapt(upsample)、dynamic_shape

    Language:Python2.2k40109477

  • Gumpest/YOLOv5-Multibackbone-Compression

    YOLOv5 Series Multi-backbone(TPH-YOLOv5, Ghostnet, ShuffleNetv2, Mobilenetv3Small, EfficientNetLite, PP-LCNet, SwinTransformer YOLO), Module(CBAM, DCN), Pruning (EagleEye, Network Slimming), Quantization (MQBench) and Deployment (TensorRT, ncnn) Compression Tool Box.

    Language:Python9741194200

  • Sanster/pytorch-network-slimming

    A package to make do Network Slimming a little easier

    Language:Python474129

  • EstherBear/implementation-of-network-slimming

    A reproduction of Learning Efficient Convolutional Networks through Network Slimming

    Language:Python10200

  • ZJCV/NetworkSlimming

    [ICCV 2017] Learning Efficient Convolutional Networks through Network Slimming

    Language:Python6121

  • Hong-Ming/Adaptive-Network-Slimming

    Official code for "Run Time Adaptive Network Slimming for Mobile Environments", ISCAS 2019.

    Language:Python00