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Matrix multiplication with guaranteed accuracy by level 3 BLAS.

Authors :
Ozaki, Katsuhisa
Ogita, Takeshi
Oishi, Shin'ichi
Source :
AIP Conference Proceedings; Dec2012, Vol. 1504 Issue 1, p1128-1133, 6p, 3 Charts
Publication Year :
2012

Abstract

This paper is concerned with an accurate computing for matrix multiplication. We show that matrix multiplication can be transformed into a summation of floating-point matrices by mainly using level 3 operations in BLAS. We call it 'errorfree transformation of matrix multiplication'. By combining this error-free transformation and accurate summation algorithms for floating-point numbers, we can obtain an accurate result of matrix multiplication. Numerical examples are presented to illustrate the efficiency of the proposed algorithm. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
0094243X
Volume :
1504
Issue :
1
Database :
Complementary Index
Journal :
AIP Conference Proceedings
Publication Type :
Conference
Accession number :
84140352
Full Text :
https://doi.org/10.1063/1.4772125