network-slimming

There are 0 repository 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
quantization pruning dorefa twn bnn xnor-net pytorch model-compression group-convolution network-slimming neuromorphic-computing convolutional-networks network-in-network integer-arithmetic-only quantization-aware-training post-training-quantization tensorrt onnx tensorrt-int8-python batch-normalization-fuse
Language:Python 2177
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.
cbam eagleeye efficientnetlite-yolov5 ghostnet-yolov5 mobilenetv3small-yolov5 mqbench ncnn network-slimming pplcnet shufflenetv2-yolov5 swin-transformer tensorrt tph-yolov5
Language:Python 963
Sanster / pytorch-network-slimming
A package to make do Network Slimming a little easier
network-slimming pruning pytorch
Language:Python 47
EstherBear / implementation-of-network-slimming
A reproduction of Learning Efﬁcient Convolutional Networks through Network Slimming
cifar cifar100 densenet l1 network-slimming prune pytorch resnet subgradient vgg
Language:Python 9
ZJCV / NetworkSlimming
[ICCV 2017] Learning Efficient Convolutional Networks through Network Slimming
resnet vggnet mobilenet network-slimming pytorch zcls network-pruning channel-pruning
Language:Python 6
Hong-Ming / Adaptive-Network-Slimming
Official code for "Run Time Adaptive Network Slimming for Mobile Environments", ISCAS 2019.
machine-learning network-slimming adaptive-pruning
Language:Python 0

network-slimming

666DZY666 / micronet

Gumpest / YOLOv5-Multibackbone-Compression

Sanster / pytorch-network-slimming

EstherBear / implementation-of-network-slimming

ZJCV / NetworkSlimming

Hong-Ming / Adaptive-Network-Slimming