Stochastic rounding: implementation, error analysis and applications

Stochastic rounding (SR) randomly maps a real number x to one of the two nearest values in a finite precision number system. The probability of choosing either of these two numbers is 1 minus their relative distance to x. This rounding mode was first proposed for use in computer arithmetic in the 19...

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Detalles Bibliográficos
Autores principales: Croci, Matteo, Fasi, Massimiliano, Higham, Nicholas J., Mary, Theo, Mikaitis, Mantas
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Royal Society 2022
Materias:
Computer Science and Artificial Intelligence
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8905452/
https://www.ncbi.nlm.nih.gov/pubmed/35291325
http://dx.doi.org/10.1098/rsos.211631

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8905452/
https://www.ncbi.nlm.nih.gov/pubmed/35291325
http://dx.doi.org/10.1098/rsos.211631

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