Culturenotes / Network-SlimmingLinks
Network reproduction and expansion based on Learning Efficient Convolutional Networks Through Network Slimming (ICCV 2017).
☆24Updated 3 years ago
Alternatives and similar repositories for Network-Slimming
Users that are interested in Network-Slimming are comparing it to the libraries listed below
Sorting:
- An Object Detection Knowledge Distillation framework powered by pytorch, now having SSD and yolov5.☆224Updated 3 years ago
- ResRep: Lossless CNN Pruning via Decoupling Remembering and Forgetting (ICCV 2021)☆296Updated 2 years ago
- RM Operation can equivalently convert ResNet to VGG, which is better for pruning; and can help RepVGG perform better when the depth is la…☆211Updated 2 years ago
- Try out different pruning-approaches on lightweight Backbones.☆146Updated 5 years ago
- ghostnet_cifar10☆115Updated 4 years ago
- Pytorch implementation of our paper accepted by CVPR 2020 (Oral) -- HRank: Filter Pruning using High-Rank Feature Map☆255Updated 4 years ago
- 针对pytorch模型的自动化模型结构分析和修改工具集,包含自动分析模型结构的模型压缩算法库☆249Updated 2 years ago
- Learning Efficient Convolutional Networks through Network Slimming, In ICCV 2017.☆574Updated 6 years ago
- YOLO ModelCompression MultidatasetTraining☆444Updated 3 years ago
- 模型压缩demo(剪枝、量化、知识蒸馏)☆77Updated 5 years ago
- Diverse Branch Block: Building a Convolution as an Inception-like Unit☆341Updated 2 years ago
- model compression based on pytorch (1、quantization: 8/4/2bits(dorefa)、ternary/binary value(twn/bnn/xnor-net);2、 pruning: normal、regular a…☆170Updated 4 years ago
- B站Efficient-Neural-Network学习分享的配套代码☆300Updated 3 years ago
- An extension version of our paper accepted by CVPR 2020, Oral -- HRank: Filter Pruning using High-Rank Feature Map☆151Updated 4 years ago
- (ECCV'2020 Oral)EagleEye: Fast Sub-net Evaluation for Efficient Neural Network Pruning☆308Updated 2 years ago
- PyTorch implementation of "Pruning Filters For Efficient ConvNets"☆151Updated last year
- ☆336Updated 2 years ago
- pytorch -> onnx -> caffe, pytorch to caffe, or other deep learning framework to onnx and onnx to caffe.☆162Updated 4 years ago
- ☆92Updated 3 years ago
- MobileNetV3 based SSD-lite implementation in Pytorch☆100Updated 5 years ago
- United Perception☆432Updated 2 years ago
- A nnie quantization aware training tool on pytorch.☆239Updated 4 years ago
- Everything in Torch Fx☆344Updated last year
- Network Slimming (Pytorch) (ICCV 2017)☆912Updated 4 years ago
- Pytorch-->onnx-->TensorRT; CUDA11, CUDNN8, TensorRT8☆212Updated last year
- A compression tool based on distiller☆15Updated 4 years ago
- 对 YOLOv3 做模型剪枝(network slimming),对于 oxford hand 数据集(因项目需要),模型剪枝后的参数量减少 80%,Infer 的速度达到原来 2 倍,mAP 基本不变☆12Updated 6 years ago
- In this repository using the sparse training, group channel pruning and knowledge distilling for YOLOV4,☆32Updated 2 years ago
- Pytorch Implementationg of “Learning Efficient Convolutional Networks through Network Slimming”☆77Updated 6 years ago
- SimpleAICV:pytorch training and testing examples.☆433Updated last week