Analytical Modeling is Enough for High Performance BLIS
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Otros documentos de la autoría: Low, Tze Meng; Igual, Francisco; Smith, Tyler M.; Quintana-Orti, Enrique S.
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Mostrar el registro completo del ítemcomunitat-uji-handle:10234/9
comunitat-uji-handle2:10234/7036
comunitat-uji-handle3:10234/8620
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Título
Analytical Modeling is Enough for High Performance BLISFecha de publicación
2016-09xmlui.dri2xhtml.METS-1.0.item-edition
PostprintEditor
ACMCita bibliográfica
LOW, Tze Meng; IGUAL PEÑA, Francisco Daniel; SMITH, Tyler M.; QUINTANA ORTÍ, Enrique S. Analytical Modeling Is Enough for High-Performance BLIS. ACM Transactions on Mathematical Software (2016), v. 43, issue 2, pp. 12:1-12:18Tipo de documento
info:eu-repo/semantics/articleVersión de la editorial
http://dl.acm.org/citation.cfm?id=2988256&picked=prox&cfid=682605295&cftoken=44687337Palabras clave / Materias
Resumen
We show how the BLAS-like Library Instantiation Software (BLIS) framework, which provides a more detailed layering of the GotoBLAS (now maintained as OpenBLAS) implementation, allows one to analytically determine ... [+]
We show how the BLAS-like Library Instantiation Software (BLIS) framework, which provides a more detailed layering of the GotoBLAS (now maintained as OpenBLAS) implementation, allows one to analytically determine tuning parameters for high-end instantiations of the matrix-matrix multiplication. This is of both practical and scientific importance, as it greatly reduces the development effort required for the implementation of the level-3 BLAS while also advancing our understanding of how hierarchically layered memories interact with high-performance software. This allows the community to move on from valuable engineering solutions (empirically autotuning) to scientific understanding (analytical insight). [-]
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ACM Transactions on Mathematical Software (2016), v. 43, issue 2Derechos de acceso
http://rightsstatements.org/vocab/CNE/1.0/
info:eu-repo/semantics/openAccess
info:eu-repo/semantics/openAccess
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