2158824865

2158824865's Stars

• tyui592/Pruning_filters_for_efficient_convnets

  PyTorch implementation of "Pruning Filters For Efficient ConvNets"

  Language:Jupyter Notebook14727

• AlumLuther/PruningFilters

  Pruning Filters For Efficient ConvNets, PyTorch Implementation.

  Language:Python304

• RaphaelArkadyMeyerNYU/HutchPlusPlus

  Code for Hutch++: Optimal Stochastic Trace Estimation

  Language:MATLAB112

• yaozhewei/HAP

  Language:Python425

• amirgholami/PyHessian

  PyHessian is a Pytorch library for second-order based analysis and training of Neural Networks

  Language:Jupyter Notebook684118

• Zhen-Dong/HAWQ

  Quantization library for PyTorch. Support low-precision and mixed-precision quantization, with hardware implementation through TVM.

  Language:Python41383

• Eric-mingjie/network-slimming

  Network Slimming (Pytorch) (ICCV 2017)

  Language:Python910214

• mengrang/Slimming-pytorch

  Pytorch Implementationg of “Learning Efficient Convolutional Networks through Network Slimming”

  Language:Python7713

• Culturenotes/Network-Slimming

  Network reproduction and expansion based on Learning Efficient Convolutional Networks Through Network Slimming (ICCV 2017).

  Language:Python243

• Laicheng0830/Pytorch_Model_Quantization

  OpenPose uses Pytorch for static quantization, saving, and loading of models

  Language:Python7812

• BBuf/model-compression

  model compression based on pytorch (1、quantization: 8/4/2bits(dorefa)、ternary/binary value(twn/bnn/xnor-net)；2、 pruning: normal、regular and group convolutional channel pruning；3、 group convolution structure；4、batch-normalization folding for binary value of feature(A))

  Language:Python17031

• jshilong/FisherPruning

  Group Fisher Pruning for Practical Network Compression(ICML2021)

  Language:Python15415

• selkerdawy/filter-vs-layer-pruning

  Language:Python103

• lmbxmu/CLR-RNF

  Pytorch implementation of our paper (TNNLS) -- Pruning Networks with Cross-Layer Ranking & k-Reciprocal Nearest Filters

  Language:Python121

• lucaslie/torchprune

  A research library for pytorch-based neural network pruning, compression, and more.

  Language:Shell16024

• liuzhuang13/slimming

  Learning Efficient Convolutional Networks through Network Slimming, In ICCV 2017.

  Language:Lua55872

• foolwood/pytorch-slimming

  Learning Efficient Convolutional Networks through Network Slimming, In ICCV 2017.

  Language:Python56595

• VainF/Torch-Pruning

  [CVPR 2023] DepGraph: Towards Any Structural Pruning

  Language:Python2.7k332

• IntelLabs/distiller

  Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://intellabs.github.io/distiller

  Language:Jupyter Notebook4.4k802

• liuzechun/MetaPruning

  MetaPruning: Meta Learning for Automatic Neural Network Channel Pruning. In ICCV 2019.

  Language:Python35174

• apxlwl/MobileNet-v2-pruning

  Try out different pruning-approaches on lightweight Backbones.

  Language:Python14331

• Ascetics/Pytorch-Xception

  复现Xception论文

  Language:Python81

• CadeHu/Transfer-Learning

  迁移学习(故障诊断)上的一点探索

  Language:Python132

• wangfin/1DCNN_Fault_Detection

  1DCNN Fault Detection（1DCNN的轴承故障诊断）

  Language:Python13131

• wangsongchen/Gear-fault-diagnosis

  齿轮故障诊断

  Language:Python246