Efficient algorithms for computing rank‐revealing factorizations on a GPU

Standard rank‐revealing factorizations such as the singular value decomposition (SVD) and column pivoted QR factorization are challenging to implement efficiently on a GPU. A major difficulty in this regard is the inability of standard algorithms to cast most operations in terms of the Level‐3 BLAS....

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Bibliographic Details

Published in:	Numerical linear algebra with applications Vol. 30; no. 6
Main Authors:	Heavner, Nathan, Chen, Chao, Gopal, Abinand, Martinsson, Per‐Gunnar
Format:	Journal Article
Language:	English
Published:	Oxford Wiley Subscription Services, Inc 01.12.2023
Subjects:	Algorithms Computation Factorization Matrices (mathematics) Singular value decomposition
ISSN:	1070-5325, 1099-1506
Online Access:	Get full text
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