https://github.com/MatthieuCourbariaux/BinaryNet

Training Deep Neural Networks with Weights and Activations Constrained to +1 or -1
https://github.com/MatthieuCourbariaux/BinaryNet

Last synced: 7 days ago
JSON representation

Training Deep Neural Networks with Weights and Activations Constrained to +1 or -1

• Host: GitHub
• URL: https://github.com/MatthieuCourbariaux/BinaryNet
• Owner: MatthieuCourbariaux
• License: bsd-3-clause
• Created: 2016-02-07T14:52:47.000Z (almost 9 years ago)
• Default Branch: master
• Last Pushed: 2018-11-28T21:45:38.000Z (almost 6 years ago)
• Last Synced: 2024-10-30T04:50:22.878Z (15 days ago)
• Language: Python
• Size: 46.9 KB
• Stars: 1,044
• Watchers: 67
• Forks: 346
• Open Issues: 14
• Metadata Files:
  • Readme: README.md
  • License: LICENSE.txt

Awesome Lists containing this project

README

        
# BinaryNet

This repository enables the reproduction of the experiments described in the article:  

[BinaryNet: Training Deep Neural Networks with Weights and Activations Constrained to +1 or -1.](http://arxiv.org/abs/1602.02830)

It is divided in two subrepositories:

* Train-time enables the reproduction of the benchmark results reported in the article

* Run-time demonstrates the XNOR and baseline GPU kernels described in the article