Tensors Come of Age: Why the AI Revolution will help HPC
Artificial Intelligence
2017-09-27 v1 Mathematical Software
Performance
Abstract
This article discusses how the automation of tensor algorithms, based on A Mathematics of Arrays and Psi Calculus, and a new way to represent numbers, Unum Arithmetic, enables mechanically provable, scalable, portable, and more numerically accurate software.
Keywords
Cite
@article{arxiv.1709.09108,
title = {Tensors Come of Age: Why the AI Revolution will help HPC},
author = {John L. Gustafson and Lenore M. Mullin},
journal= {arXiv preprint arXiv:1709.09108},
year = {2017}
}
Comments
To be published in this years 30th anniversary edition of HPCwire