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2016.25: A Proposed API for Batched Basic Linear Algebra Subprograms

2016.25: Jack Dongarra, Iain Duff, Mark Gates, Azzam Haidar, Sven Hammarling, Nicholas J. Higham, Jonathon Hogg, Pedro Valero-Lara, Samuel D. Relton, Stanimire Tomov and Mawussi Zounon (2016) A Proposed API for Batched Basic Linear Algebra Subprograms.

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Abstract

This paper proposes an API for Batched Basic Linear Algebra Subprograms (Batched BLAS). We focus on many independent BLAS operations on small matrices that are grouped together as a single routine, called Batched BLAS routine, with the aim of providing more efficient, but portable, implementations of algorithms on high-performance manycore architectures (like multi/manycore CPU processors, GPUs, and coprocessors).

Item Type:MIMS Preprint
Uncontrolled Keywords:BLAS, linear algebra, numerical linear algebra, batched computation, accelerators
Subjects:MSC 2000 > 68 Computer science
MIMS number:2016.25
Deposited By:Dr Samuel Relton
Deposited On:20 April 2016

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