kentaroy47 / Deep-Compression.PytorchLinks
Unofficial Pytorch implementation of Deep Compression in CIFAR10
☆35Updated 4 years ago
Alternatives and similar repositories for Deep-Compression.Pytorch
Users that are interested in Deep-Compression.Pytorch are comparing it to the libraries listed below
Sorting:
- A pytorch implementation of dorefa quantization☆113Updated 5 years ago
- Some recent Quantizing techniques on PyTorch☆72Updated 6 years ago
- Apply the pruning strategy for MobileNet_v2☆52Updated 6 years ago
- Try out different pruning-approaches on lightweight Backbones.☆146Updated 5 years ago
- CNN channel pruning, LeGR, MorphNet, AMC. Codebase for paper "LeGR: Filter Pruning via Learned Global Ranking"☆114Updated 5 years ago
- ☆48Updated 5 years ago
- A Pytorch implementation of Neural Network Compression (pruning, deep compression, channel pruning)☆157Updated last year
- Learning both Weights and Connections for Efficient Neural Networks https://arxiv.org/abs/1506.02626☆179Updated 2 years ago
- Example for applying Gaussian and Laplace clipping on activations of CNN.☆34Updated 6 years ago
- Implementation of Neuron-level Structured Pruning using Polarization Regularizer☆82Updated 2 years ago
- Personal Pytorch toy script.☆67Updated 3 years ago
- PyTorch Implementation of Weights Pruning☆184Updated 7 years ago
- ☆47Updated 5 years ago
- papers about model compression☆165Updated 2 years ago
- Base to channel pruned to ResNet18 model☆147Updated 3 years ago
- Mayo: Auto-generation of hardware-friendly deep neural networks. Dynamic Channel Pruning: Feature Boosting and Suppression.☆112Updated 5 years ago
- An implementation of ResNet with mixup and cutout regularizations and soft filter pruning.☆17Updated 5 years ago
- Pytorch version for weight pruning for Murata Group's CREST project☆57Updated 7 years ago
- Pytorch implementation of our paper accepted by IJCAI 2020 -- Channel Pruning via Automatic Structure Search☆145Updated 4 years ago
- An 8bit automated quantization conversion tool for the pytorch (Post-training quantization based on KL divergence)☆32Updated 5 years ago
- Pytorch implementation of channel pruning and AMC☆32Updated 6 years ago
- Soft Filter Pruning for Accelerating Deep Convolutional Neural Networks☆384Updated 6 years ago
- PyTorch implementation of "Pruning Filters For Efficient ConvNets"☆152Updated 2 years ago
- NeurIPSCD2019, MicroNet Challenge hosted by Google, Deepmind Researcher, "Efficient Model for Image Classification With Regularization Tr…☆26Updated 4 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
- 3rd place solution for NeurIPS 2019 MicroNet challenge☆35Updated 5 years ago
- YOLOv3 quantization model v10, only for quantization off-line☆21Updated 6 years ago
- PyTorch Implementation of AutoPruner☆23Updated 5 years ago
- Repository to track the progress in model compression and acceleration☆106Updated 4 years ago
- Rethinking the Smaller-Norm-Less-Informative Assumption in Channel Pruning of Convolution Layers https://arxiv.org/abs/1802.00124☆72Updated 6 years ago