apxlwl / MobileNet-v2-pruning
Try out different pruning-approaches on lightweight Backbones.
☆143Updated 4 years ago
Related projects ⓘ
Alternatives and complementary repositories for MobileNet-v2-pruning
- An extension version of our paper accepted by CVPR 2020, Oral -- HRank: Filter Pruning using High-Rank Feature Map☆147Updated 3 years ago
- Pytorch implementation of our paper accepted by CVPR 2020 (Oral) -- HRank: Filter Pruning using High-Rank Feature Map☆252Updated 3 years ago
- (ECCV'2020 Oral)EagleEye: Fast Sub-net Evaluation for Efficient Neural Network Pruning☆305Updated last year
- ResRep: Lossless CNN Pruning via Decoupling Remembering and Forgetting (ICCV 2021)☆288Updated last year
- Soft Filter Pruning for Accelerating Deep Convolutional Neural Networks☆376Updated 5 years ago
- Apply the pruning strategy for MobileNet_v2☆51Updated 5 years ago
- MetaPruning: Meta Learning for Automatic Neural Network Channel Pruning. In ICCV 2019.☆351Updated 4 years ago
- Pytorch implementation of our paper accepted by IJCAI 2020 -- Channel Pruning via Automatic Structure Search☆141Updated 3 years ago
- Base to channel pruned to ResNet18 model☆143Updated 2 years ago
- Learning Efficient Convolutional Networks through Network Slimming, In ICCV 2017.☆565Updated 5 years ago
- CNN channel pruning, LeGR, MorphNet, AMC. Codebase for paper "LeGR: Filter Pruning via Learned Global Ranking"☆113Updated 4 years ago
- Implementation of Neuron-level Structured Pruning using Polarization Regularizer☆81Updated last year
- A pytorch implementation of dorefa quantization☆112Updated 4 years ago
- A PyTorch implementation of SSDLite on COCO☆84Updated 4 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
- PyTorch implementation of "Pruning Filters For Efficient ConvNets"☆148Updated last year
- ☆120Updated 4 years ago
- Implementation of ShuffleNetV2 for pytorch☆191Updated 2 years ago
- Pytorch Implementationg of “Learning Efficient Convolutional Networks through Network Slimming”☆77Updated 5 years ago
- Personal Pytorch toy script.☆67Updated 2 years ago
- This is the official pytorch implementation for paper: BiDet: An Efficient Binarized Object Detector, which is accepted by CVPR2020.☆174Updated 3 years ago
- Learning Efficient Convolutional Networks through Network Slimming, In ICCV 2017.☆560Updated 5 years ago
- ☆259Updated 5 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 last year
- A nnie quantization aware training tool on pytorch.☆238Updated 3 years ago
- ☆135Updated 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
- PyTorch Implementation of CURL-Neural Network Pruning with Residual-Connections and Limited-Data☆22Updated 4 years ago
- PyTorch implementation for Channel Distillation☆100Updated 4 years ago
- PyTorch implementation of Data Free Quantization Through Weight Equalization and Bias Correction.☆258Updated last year