Tensors Come of Age: Why the AI Revolution will help HPC

Tensors Come of Age: Why the AI Revolution will help HPC

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.

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Veröffentlicht in:arXiv.org 2017-09
Hauptverfasser: Gustafson, John L, Mullin, Lenore M
Format: Artikel
Sprache:eng
Schlagworte:
Algorithms
Mathematical analysis
Tensors
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Zusammenfassung: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.
ISSN:2331-8422