/Binary-Convolutional-Neural-Network-Inference-on-GPU

GPU implementation of Xnor network on inference level.

Primary LanguageC++

This repository contains companion code for the following preprint:

M.C. Kaya, A. İnci, A. Temizel, "Optimization of XNOR Convolution for Binary Convolutional Neural Networks on GPU", arXiv:2007.14178, July 2020.

If you use this code please cite the paper using the bibtex reference below:

[Paper]

Authors: Mete Can KAYA, Alperen İnci and Alptekin Temizel
Affiliation: METU

Versions

Cuda 10.1, C++11, Python 3.6.7 and Tensorflow v1.13.1.

Citation

@misc{kaya2020optimization, title={Optimization of XNOR Convolution for Binary Convolutional Neural Networks on GPU}, author={Mete Can Kaya and Alperen İnci and Alptekin Temizel}, year={2020}, eprint={2007.14178}, archivePrefix={arXiv}, primaryClass={cs.CV} }