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253:(APIs): the BLAS interface and the CBLAS interface. BLIS also includes two APIs native to the framework: a typed (BLAS-like) API and an object API. These native interfaces provide access to BLAS-like functionality that is not supported by, but closely related to, operations found in the BLAS (and CBLAS). The framework is developed and supported by the Science of High-Performance Computing (SHPC) group of the Oden
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The framework achieves high performance by employing specialized kernels (typically written in GNU extended inline assembly syntax) along with cache and register blocking through matrix operands. BLIS also works on processors for which custom kernels have not yet been written; in those cases, the
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BLIS yields high performance on many current CPU microarchitectures in both single-threaded and multithreaded modes of execution. BLIS also offers competitive performance for some cases of matrix multiplication in which one or more matrix operands are unusually skinny and/or small.
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Van Zee, Field; Smith, Tyler; Igual, Francisco; Smelyanskiy, Mikhail; Zhang, Xiangyi; Kistler, Michael; Austel, Vernon; Gunnels, John; Low, Tze Meng; Marker, Bryan; Killough, Lee; van de Geijn, Robert (2016).
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Smith, Tyler M.; van de Geijn, Robert; Smelyanskiy, Mikhail; Hammond, Jeff R.; Van Zee, Field G. (2014). "Anatomy of High-Performance Many-Threaded Matrix
Multiplication".
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Low, Tze Meng; Igual, Francisco; Smith, Tyler; Quintana, Enrique (2016). "Analytical
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Van Zee, Field; van de Geijn, Robert (2015). "BLIS: A Framework for
Rapidly Instantiating BLAS Functionality".
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Goto, Kazushige; van de Geijn, Robert A. (2008). "Anatomy of high-performance matrix multiplication".
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framework relies upon portable kernel implementations that perform at a lower rate of computation.
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in 2023. It exposes that functionality through two traditional
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Computing (SHPC) group, UT-Austin
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237:framework for implementing a superset of
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261:and the Matthews Research Group at
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259:The University of Texas at Austin
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328:Releases · flame/blis – GitHub
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263:Southern Methodist University
245:types that was awarded the
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611:System of linear equations
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73:1.0 / May 6, 2024
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734:Numerical linear algebra
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280:2, which was created by
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404:. pp. 1049–1059.
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708:Specialized libraries
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739:Numerical software
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