Implicit Hari–Zimmermann algorithm for the generalized SVD on the GPUs
Ver/ Abrir
Metadatos
Mostrar el registro completo del ítemcomunitat-uji-handle:10234/9
comunitat-uji-handle2:10234/7036
comunitat-uji-handle3:10234/8620
comunitat-uji-handle4:
INVESTIGACIONMetadatos
Título
Implicit Hari–Zimmermann algorithm for the generalized SVD on the GPUsFecha de publicación
2020-12-10Editor
SAGE PublicationsISSN
1094-3420; 1741-2846Cita bibliográfica
Novaković V, Singer S. Implicit Hari–Zimmermann algorithm for the generalized SVD on the GPUs. The International Journal of High Performance Computing Applications. 2021;35(2):170-205. doi:10.1177/1094342020972772Tipo de documento
info:eu-repo/semantics/articleVersión de la editorial
https://journals.sagepub.com/home/hpcVersión
info:eu-repo/semantics/acceptedVersionPalabras clave / Materias
Resumen
A parallel, blocked, one-sided Hari–Zimmermann algorithm for the generalized singular value decomposition (GSVD) of a real or a complex matrix pair (F,G) is here proposed, where F and G have the same number of columns, ... [+]
A parallel, blocked, one-sided Hari–Zimmermann algorithm for the generalized singular value decomposition (GSVD) of a real or a complex matrix pair (F,G) is here proposed, where F and G have the same number of columns, and are both of the full column rank. The algorithm targets either a single graphics processing unit (GPU), or a cluster of those, performs all non-trivial computation exclusively on the GPUs, requires the minimal amount of memory to be reasonably expected, scales acceptably with the increase of the number of GPUs available, and guarantees the reproducible, bitwise identical output of the runs repeated over the same input and with the same number of GPUs. [-]
Publicado en
International Journal of High Performance Computing Applications Volume: 35 issue: 2, page(s): 170-205Datos relacionados
https://github.com/venovako/GPUHZGSVDEntidad financiadora
Croatian Science Foundation
Código del proyecto o subvención
IP-2014-09-3670
Derechos de acceso
http://rightsstatements.org/vocab/CNE/1.0/
info:eu-repo/semantics/openAccess
info:eu-repo/semantics/openAccess
Aparece en las colecciones
- ICC_Articles [427]