Stochastic rounding: implementation, error analysis and applications

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...

Szczegółowa specyfikacja

Opis bibliograficzny
Główni autorzy: Matteo Croci, Massimiliano Fasi, Nicholas J. Higham, Theo Mary, Mantas Mikaitis
Format: Artykuł
Język:English
Wydane: The Royal Society 2022-03-01
Seria:Royal Society Open Science
Hasła przedmiotowe:
floating-point arithmetic
rounding error analysis
IEEE 754
binary16
bfloat16
machine learning
Dostęp online:https://royalsocietypublishing.org/doi/10.1098/rsos.211631

Internet

https://royalsocietypublishing.org/doi/10.1098/rsos.211631

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