Incremental Network Quantization

Caffe Implementation for Incremental network quantization
Alternatives To Incremental Network Quantization
Project NameStarsDownloadsRepos Using ThisPackages Using ThisMost Recent CommitTotal ReleasesLatest ReleaseOpen IssuesLicenseLanguage
Awesome Model Quantization1,449
3 months ago
A list of papers, docs, codes about model quantization. This repo is aimed to provide the info for model quantization research, we are continuously improving the project. Welcome to PR the works (papers, repositories) that are missed by the repo.
Awesome Automl And Lightweight Models647
4 years ago
A list of high-quality (newest) AutoML works and lightweight models including 1.) Neural Architecture Search, 2.) Lightweight Structures, 3.) Model Compression, Quantization and Acceleration, 4.) Hyperparameter Optimization, 5.) Automated Feature Engineering.
Awesome Deep Neural Network Compression475
8 months ago4Python
Summary, Code for Deep Neural Network Quantization
Awesome Ml Model Compression378
9 months agomit
Awesome machine learning model compression research papers, tools, and learning material.
Bmxnet344
4 years agoapache-2.0C++
(New version is out: https://github.com/hpi-xnor/BMXNet-v2) BMXNet: An Open-Source Binary Neural Network Implementation Based on MXNet
Awesome Model Compression And Acceleration329
3 years ago3
a list of awesome papers on deep model ompression and acceleration
Chaidnn230
5 years ago60otherC++
HLS based Deep Neural Network Accelerator Library for Xilinx Ultrascale+ MPSoCs
Model_compression203
2 years ago3mitPython
PyTorch Model Compression
Incremental Network Quantization183
6 years ago33otherC++
Caffe Implementation for Incremental network quantization
Network Speed And Compression176
3 years ago1
Network acceleration methods
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