Milan Klöwer

PhD student in Climate Computing
Atmospheric, Oceanic and Planetary Physics
University of Oxford
twitter @milankloewer
github @milankl


13:00 UTC

3.6x speedup on A64FX by squeezing ShallowWaters.jl into Float16

07/30/2021, 1:00 PM1:10 PM UTC

ShallowWaters.jl, a fluid circulation model that was written with a focus on 16-bit arithmetics, runs on A64FX 3.6x faster in Float16 compared to Float64 without a significant model degradation. Calculations were systematically rescaled to fit into the very limited range of Float16 guided by Sherlogs.jl. ShallowWaters.jl shows that 16-bit calculations on A64FX are indeed a competitive way to accelerate Earth-system simulations on available hardware.

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