Back to Search Start Over

A Domain-Specific Architecture for Deep Neural Networks.

Authors :
JOUPPI, NORMAN P.
YOUNG, CLIFF
PATIL, NISHANT
PATTERSON, DAVID
Source :
Communications of the ACM. Sep2018, Vol. 61 Issue 9, p50-59. 10p. 2 Color Photographs, 1 Diagram, 4 Charts, 4 Graphs.
Publication Year :
2018

Abstract

The article discusses the use of Google's tensor processing units (TPUs) to improve performance per watt of deep neural networks in the company's datacenters, with better energy efficiency than central processing units (CPUs) and graphics processing units (GPUs) in similar technologies.

Subjects

Subjects :
*ARTIFICIAL neural networks
*APPLICATION-specific integrated circuits
*SERVER farms (Computer network management)
*ENERGY consumption

Details

Language :
English
ISSN :
00010782
Volume :
61
Issue :
9
Database :
Academic Search Index
Journal :
Communications of the ACM
Publication Type :
Periodical
Accession number :
131463997
Full Text :
https://doi.org/10.1145/3154484
Full Text Access
View/download PDF

Tools

Authors Abstract Subjects Details