Guoning-Chen / SimplePruning-PyTorch
Learning both Weights and Connections for Efficient Neural Networks https://arxiv.org/abs/1506.02626
☆18Updated 4 years ago
Alternatives and similar repositories for SimplePruning-PyTorch:
Users that are interested in SimplePruning-PyTorch are comparing it to the libraries listed below
- Learning both Weights and Connections for Efficient Neural Networks https://arxiv.org/abs/1506.02626☆176Updated 2 years ago
- Pruned model: VGG & ResNet-50☆17Updated 5 years ago
- Implementation of Neuron-level Structured Pruning using Polarization Regularizer☆81Updated 2 years ago
- Base to channel pruned to ResNet18 model☆144Updated 2 years ago
- B站Efficient-Neural-Network学习分享的配套代码☆294Updated 3 years ago
- Pytorch Implementationg of “Learning Efficient Convolutional Networks through Network Slimming”☆77Updated 6 years ago
- PyTorch implementation of "Pruning Filters For Efficient ConvNets"☆149Updated last year
- A reproduction of PRUNING FILTERS FOR EFFICIENT CONVNETS☆28Updated 4 years ago
- Code for our paper at ECCV 2020: Post-Training Piecewise Linear Quantization for Deep Neural Networks☆68Updated 3 years ago
- Pytorch implementation of our paper accepted by CVPR 2020 (Oral) -- HRank: Filter Pruning using High-Rank Feature Map☆254Updated 4 years ago
- ☆36Updated 6 years ago
- An extension version of our paper accepted by CVPR 2020, Oral -- HRank: Filter Pruning using High-Rank Feature Map☆147Updated 3 years ago
- Try out different pruning-approaches on lightweight Backbones.☆143Updated 4 years ago
- A pytorch implementation of dorefa quantization☆113Updated 5 years ago
- [CVPR 2020] This project is the PyTorch implementation of our accepted CVPR 2020 paper : forward and backward information retention for a…☆179Updated 4 years ago
- Pruning Filters For Efficient ConvNets, PyTorch Implementation.☆30Updated 4 years ago
- a pytorch implement of mobileNet v2 on cifar10☆62Updated 2 years ago
- Soft Filter Pruning for Accelerating Deep Convolutional Neural Networks☆378Updated 5 years ago
- 模型压缩demo（剪枝、量化、知识蒸馏）☆70Updated 4 years ago
- MetaPruning: Meta Learning for Automatic Neural Network Channel Pruning. In ICCV 2019.☆353Updated 4 years ago
- A pytorch implementation of DoReFa-Net☆134Updated 5 years ago
- [CVPR'20] ZeroQ: A Novel Zero Shot Quantization Framework☆275Updated last year
- The official PyTorch implementation of CHEX: CHannel EXploration for CNN Model Compression (CVPR 2022). Paper is available at https://ope…☆37Updated 2 years ago
- The official PyTorch implementation of the ICLR2022 paper, QDrop: Randomly Dropping Quantization for Extremely Low-bit Post-Training Quan…☆115Updated last year
- The PyTorch implementation of Learned Step size Quantization (LSQ) in ICLR2020 (unofficial)☆128Updated 4 years ago
- Network reproduction and expansion based on Learning Efficient Convolutional Networks Through Network Slimming (ICCV 2017).☆24Updated 2 years ago
- ☆45Updated 2 years ago
- Pytorch implementation of our paper accepted by IJCAI 2020 -- Channel Pruning via Automatic Structure Search☆143Updated 4 years ago
- channel pruning for accelerating very deep neural networks☆12Updated 3 years ago
- PyTorch implementation of Data Free Quantization Through Weight Equalization and Bias Correction.☆260Updated last year