2 citations · 2 across the 6 of their papers we have counts for
Showing 2022Show all
2 papers · 1 filter
math.NA2022
The Positive Effects of Stochastic Rounding in Numerical Algorithms
El-Mehdi El Arar, Devan Sohier, Pablo de Oliveira Castro +1
Recently, stochastic rounding (SR) has been implemented in specialized hardware but most current computing nodes do not yet support this rounding mode. Several works empirically il…
math.NA2022
Stochastic rounding variance and probabilistic bounds: A new approach
El-Mehdi El Arar, Devan Sohier, Pablo de Oliveira Castro +1
Stochastic rounding (SR) offers an alternative to the deterministic IEEE-754 floating-point rounding modes. In some applications such as PDEs, ODEs and neural networks, SR empirica…