renyiryry/tnt_neurips_2021

TNT

This is the code for the paper Tensor Normal Training for Deep Learning Models.

Specification of dependencies

Python 3.7.6; GCC 7.3.0; cuda 11.0.3

torch 1.8.1, torchvision 0.9.1, numpy 1.18.0, scipy 1.4.1, pytz 2019.3, psutil 5.6.7

How to get results

See Demo.ipynb for results and command to produce the results.

BibTeX

@article{ren2021tensor,
  title={Tensor Normal Training for Deep Learning Models},
  author={Ren, Yi and Goldfarb, Donald},
  journal={Advances in Neural Information Processing Systems},
  volume={34},
  year={2021}
}