Dongarra, Jack and Duff, Iain and Gates, Mark and Haidar, Azzam and Hammarling, Sven and Higham, Nicholas J. and Hogg, Jonathon and Valero-Lara, Pedro and Relton, Samuel D. and Tomov, Stanimire and Zounon, Mawussi (2016) A Proposed API for Batched Basic Linear Algebra Subprograms. [MIMS Preprint]
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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 2010, the AMS's Mathematics Subject Classification > 68 Computer science |
| Depositing User: | Dr Samuel Relton |
| Date Deposited: | 20 Apr 2016 |
| Last Modified: | 08 Nov 2017 18:18 |
| URI: | https://eprints.maths.manchester.ac.uk/id/eprint/2464 |
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