qinjian623 / pytorch_toys
Personal Pytorch toy script.
☆67Updated 2 years ago
Alternatives and similar repositories for pytorch_toys:
Users that are interested in pytorch_toys are comparing it to the libraries listed below
- Batch Normalization Auto-fusion for PyTorch☆32Updated 4 years ago
- An 8bit automated quantization conversion tool for the pytorch (Post-training quantization based on KL divergence)☆33Updated 5 years ago
- Apply the pruning strategy for MobileNet_v2☆51Updated 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 5 years ago
- Pytorch Implementationg of “Learning Efficient Convolutional Networks through Network Slimming”☆77Updated 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
- Implement Towards Effective Low-bitwidth Convolutional Neural Networks☆42Updated 6 years ago
- Pytorch implementation of our paper accepted by IJCAI 2020 -- Channel Pruning via Automatic Structure Search☆143Updated 4 years ago
- A pytorch implementation of dorefa quantization☆113Updated 5 years ago
- Try out different pruning-approaches on lightweight Backbones.☆146Updated 4 years ago
- Based of paper "Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference"☆62Updated 4 years ago
- quantize aware training package for NCNN on pytorch☆70Updated 3 years ago
- [ICML 2022] "DepthShrinker: A New Compression Paradigm Towards Boosting Real-Hardware Efficiency of Compact Neural Networks", by Yonggan …☆35Updated 2 years ago
- Group Sparsity: The Hinge Between Filter Pruning and Decomposition for Network Compression. CVPR2020.☆63Updated 2 years ago
- A nnie quantization aware training tool on pytorch.☆239Updated 4 years ago
- Implementation of Neuron-level Structured Pruning using Polarization Regularizer☆81Updated 2 years ago
- An extension version of our paper accepted by CVPR 2020, Oral -- HRank: Filter Pruning using High-Rank Feature Map☆148Updated 3 years ago
- ☆36Updated 6 years ago
- A package to make do Network Slimming a little easier☆47Updated 3 years ago
- ☆14Updated 4 years ago
- PyTorch reimplementation of RegNet (Design Space Design, CVPR2020) on CIFAR10 and ImageNet☆47Updated 4 years ago
- alibabacloud-quantization-networks☆121Updated 5 years ago
- ☆120Updated 4 years ago
- Caffe implementation of ICCV 2017 & TPAMI 2018 paper - ThiNet☆46Updated 6 years ago
- ☆46Updated 5 years ago
- Neural Network Quantization & Low-Bit Fixed Point Training For Hardware-Friendly Algorithm Design☆160Updated 4 years ago
- Pytorch implementation of our paper accepted by CVPR 2020 (Oral) -- HRank: Filter Pruning using High-Rank Feature Map☆255Updated 4 years ago
- ☆56Updated 4 years ago
- Base to channel pruned to ResNet18 model☆145Updated 2 years ago
- Pytorch implementation of TPAMI 2022 -- 1xN Pattern for Pruning Convolutional Neural Networks☆44Updated 2 years ago