Effects of round-to-nearest and stochastic rounding in the numerical solution of the heat equation in low precision

Matteo Croci, Michael B. Giles

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 mo…