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Mixed-precision iterative refinement using tensor cores on GPUs to accelerate solution of linear systems

Double-precision floating-point arithmetic (FP64) has been the de facto standard for engineering and scientific simulations for several decades. Problem complexity and the sheer volume of data coming from various instruments and sensors motivate researchers to mix and match various approaches to opt...

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Detalles Bibliográficos
Autores principales: Haidar, Azzam, Bayraktar, Harun, Tomov, Stanimire, Dongarra, Jack, Higham, Nicholas J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Royal Society Publishing 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7735315/
https://www.ncbi.nlm.nih.gov/pubmed/33363437
http://dx.doi.org/10.1098/rspa.2020.0110