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Accelerated linear algebra compiler for computationally efficient numerical models: Success and potential area of improvement

The recent dramatic progress in machine learning is partially attributed to the availability of high-performant computers and development tools. The accelerated linear algebra (XLA) compiler is one such tool that automatically optimises array operations (mostly fusion to reduce memory operations) an...

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Detalles Bibliográficos
Autor principal: He, Xuzhen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9956871/
https://www.ncbi.nlm.nih.gov/pubmed/36827434
http://dx.doi.org/10.1371/journal.pone.0282265