han-qiu / BinaryNet Public

forked from MatthieuCourbariaux/BinaryNet

Notifications You must be signed in to change notification settings
Fork 0
Star 1

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

BSD-3-Clause license

1 star 344 forks Branches Tags Activity

Notifications

Name		Name	Last commit message	Last commit date
Latest commit History 26 Commits
Run-time		Run-time
Train-time		Train-time
LICENSE.txt		LICENSE.txt
README.md		README.md

Repository files navigation

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.

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

About

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

BSD-3-Clause license

Report repository

Releases

No releases published

Packages

No packages published

Languages

Python 85.3%
Cuda 14.7%