Effects of round-to-nearest and stochastic rounding in the numerical solution of the heat equation in low precision
Motivated by the advent of machine learning, the last few years have seen the return of hardware-supported low-precision computing. Computations with fewer digits are faster and more memory and energy efficient but can be extremely susceptible to rounding errors. As shown by recent studies into redu...
Asıl Yazarlar: | Croci, M, Giles, MB |
---|---|
Materyal Türü: | Journal article |
Dil: | English |
Baskı/Yayın Bilgisi: |
Oxford University Press
2022
|
Benzer Materyaller
-
Rounding error using low precision approximate random variables
Yazar:: Giles, M, ve diğerleri
Baskı/Yayın Bilgisi: (2024) -
Stochastic rounding: implementation, error analysis and applications
Yazar:: Matteo Croci, ve diğerleri
Baskı/Yayın Bilgisi: (2022-03-01) -
Rounding error using low precision approximate random variables
Yazar:: Sheridan-Methven, O
Baskı/Yayın Bilgisi: (2020) -
Analytical–Numerical Solution for the Skin and Proximity Effects in Two Parallel Round Conductors
Yazar:: Paweł Jabłoński, ve diğerleri
Baskı/Yayın Bilgisi: (2019-09-01) -
From the Odyssey to the Iliad, and round (and round) again
Yazar:: Kelly, A
Baskı/Yayın Bilgisi: (2024)