Modular Construction and Optimization of the UZP Sparse Format for SpMV on CPUs

Sparse data structures are ubiquitous in modern computing, and numerous formats have been designed to represent them. These formats may exploit specific sparsity patterns, aiming to achieve higher performance for key numerical computations than more general-purpose formats such as CSR and COO. In th...

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Vydané v:	Proceedings of ACM on programming languages Ročník 9; číslo PLDI; s. 2106 - 2130
Hlavní autori:	Rodríguez-Iglesias, Alonso, Tongli, Santoshkumar T., Tucker, Emily, Pouchet, Louis-Noël, Rodríguez, Gabriel, Touriño, Juan
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	New York, NY, USA ACM 10.06.2025
Predmet:	General and reference Theory of computation Vector / streaming algorithms SIMD vectorization code generation polyhedral compilation sparse format sparse linear algebra
ISSN:	2475-1421, 2475-1421
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