Guoning-Chen / SimplePruning-PyTorchLinks
Learning both Weights and Connections for Efficient Neural Networks https://arxiv.org/abs/1506.02626
☆18Updated 5 years ago
Alternatives and similar repositories for SimplePruning-PyTorch
Users that are interested in SimplePruning-PyTorch are comparing it to the libraries listed below
Sorting:
- B站Efficient-Neural-Network学习分享的配套代码☆301Updated 3 years ago
- PyTorch implementation of "Pruning Filters For Efficient ConvNets"☆152Updated 2 years ago
- Learning both Weights and Connections for Efficient Neural Networks https://arxiv.org/abs/1506.02626☆179Updated 2 years ago
- Implementation of Neuron-level Structured Pruning using Polarization Regularizer☆83Updated 2 years ago
- ☆13Updated 5 years ago
- Pruned model: VGG & ResNet-50☆18Updated 6 years ago
- Pytorch implementation of our paper accepted by CVPR 2020 (Oral) -- HRank: Filter Pruning using High-Rank Feature Map☆255Updated 4 years ago
- Soft Filter Pruning for Accelerating Deep Convolutional Neural Networks☆383Updated 6 years ago
- A reproduction of PRUNING FILTERS FOR EFFICIENT CONVNETS☆28Updated 5 years ago
- [CVPR 2020] This project is the PyTorch implementation of our accepted CVPR 2020 paper : forward and backward information retention for a…☆180Updated 5 years ago
- Try out different pruning-approaches on lightweight Backbones.☆146Updated 5 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
- ☆37Updated 6 years ago
- The official PyTorch implementation of CHEX: CHannel EXploration for CNN Model Compression (CVPR 2022). Paper is available at https://ope…☆38Updated 3 years ago
- A pytorch implementation of dorefa quantization☆113Updated 5 years ago
- a pytorch implement of mobileNet v2 on cifar10☆62Updated 2 years ago
- Base to channel pruned to ResNet18 model☆147Updated 3 years ago
- [ECCV 2018] AMC: AutoML for Model Compression and Acceleration on Mobile Devices☆444Updated last year
- The PyTorch implementation of Learned Step size Quantization (LSQ) in ICLR2020 (unofficial)☆137Updated 4 years ago
- A simple network quantization demo using pytorch from scratch.☆537Updated 2 years ago
- Vision Transformer Pruning☆57Updated 3 years ago
- 模型压缩demo(剪枝、量化、知识蒸馏)☆77Updated 5 years ago
- MetaPruning: Meta Learning for Automatic Neural Network Channel Pruning. In ICCV 2019.☆354Updated 5 years ago
- (ECCV'2020 Oral)EagleEye: Fast Sub-net Evaluation for Efficient Neural Network Pruning☆309Updated 2 years ago
- PyTorch implementation of Data Free Quantization Through Weight Equalization and Bias Correction.☆262Updated 2 years ago
- Pytorch implementation of BRECQ, ICLR 2021☆282Updated 4 years ago
- Code for CHIP: CHannel Independence-based Pruning for Compact Neural Networks (NeruIPS 2021).☆40Updated 3 years ago
- ☆29Updated 7 years ago
- PyTorch Implementation of CURL-Neural Network Pruning with Residual-Connections and Limited-Data☆24Updated 5 years ago
- Bi-Real Net: Enhancing the Performance of 1-bit CNNs With Improved Representational Capability and Advanced Training Algorithm. In ECCV 2…☆186Updated 4 years ago