Stochastic rounding and reduced-precision fixed-point arithmetic for solving neural ordinary differential equations

Michael Hopkins, Mantas Mikaitis, Dave R. Lester +1

Although double-precision floating-point arithmetic currently dominates high-performance computing, there is increasing interest in smaller and simpler arithmetic types. The main r…