PolarisShi / purning
☆36Updated 6 years ago
Alternatives and similar repositories for purning:
Users that are interested in purning are comparing it to the libraries listed below
- Soft Filter Pruning for Accelerating Deep Convolutional Neural Networks☆378Updated 5 years ago
- Base to channel pruned to ResNet18 model☆144Updated 2 years ago
- Learning both Weights and Connections for Efficient Neural Networks https://arxiv.org/abs/1506.02626☆176Updated 2 years ago
- MetaPruning: Meta Learning for Automatic Neural Network Channel Pruning. In ICCV 2019.☆353Updated 4 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
- Learning Efficient Convolutional Networks through Network Slimming, In ICCV 2017.☆567Updated 5 years ago
- Learning Efficient Convolutional Networks through Network Slimming, In ICCV 2017.☆570Updated 5 years ago
- Pytorch implementation of our paper accepted by CVPR 2020 (Oral) -- HRank: Filter Pruning using High-Rank Feature Map☆253Updated 4 years ago
- Personal Pytorch toy script.☆67Updated 2 years ago
- Implementation of Neuron-level Structured Pruning using Polarization Regularizer☆81Updated 2 years ago
- Try out different pruning-approaches on lightweight Backbones.☆143Updated 4 years ago
- DL quantization for pytorch☆25Updated 5 years ago
- Rethinking the Smaller-Norm-Less-Informative Assumption in Channel Pruning of Convolution Layers https://arxiv.org/abs/1802.00124☆71Updated 6 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
- Unofficial Pytorch implementation of Deep Compression in CIFAR10☆34Updated 3 years ago
- caffe model of ICCV'17 paper - ThiNet: A Filter Level Pruning Method for Deep Neural Network Compression https://arxiv.org/abs/1707.06342☆146Updated 6 years ago
- PyTorch Implementation of Weights Pruning☆185Updated 7 years ago
- Caffe implementation of ICCV 2017 & TPAMI 2018 paper - ThiNet☆46Updated 6 years ago
- Apply the pruning strategy for MobileNet_v2☆51Updated 5 years ago
- CNN channel pruning, LeGR, MorphNet, AMC. Codebase for paper "LeGR: Filter Pruning via Learned Global Ranking"☆114Updated 4 years ago
- Pytorch implementation of our paper accepted by IJCAI 2020 -- Channel Pruning via Automatic Structure Search☆143Updated 4 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
- An 8bit automated quantization conversion tool for the pytorch (Post-training quantization based on KL divergence)☆33Updated 5 years ago
- alibabacloud-quantization-networks☆121Updated 5 years ago
- fixed-point, symmetric, power-of-2 quantization-aware training in tensorflow 1.13.1☆12Updated 5 years ago
- A pytorch implementation of dorefa quantization☆112Updated 5 years ago
- Caffe for Deep Compression☆238Updated 7 years ago
- Implement Towards Effective Low-bitwidth Convolutional Neural Networks☆42Updated 6 years ago
- implementation of Iterative Pruning for Deep neural network [Han2015].☆40Updated 6 years ago