BinaryRelax

This repository implements the benchmarks in PyTorch in the paper "BinaryRelax: A Relaxation Approach For Training Deep Neural Networks With Quantized Weights".

Reference

@article{yin2018binaryrelax,
  title={Binaryrelax: A relaxation approach for training deep neural networks with quantized weights},
  author={Yin, Penghang and Zhang, Shuai and Lyu, Jiancheng and Osher, Stanley and Qi, Yingyong and Xin, Jack},
  journal={arXiv preprint arXiv:1801.06313},
  year={2018}
}

Run the demo

You need to install jupyter notebook http://jupyter.org/ to run the demo file VGG11-Cifar10.ipynb