Exploring the Versal AI Engines for Accelerating Stencil-based Atmospheric Advection Simulation
Nick Brown
Abstract
AMD Xilinx's new Versal Adaptive Compute Acceleration Platform (ACAP) is an FPGA architecture combining reconfigurable fabric with other on-chip hardened compute resources. AI engines are one of these and, by operating in a highly vectorized manner, they provide significant raw compute that is potentially beneficial for a range of workloads including HPC simulation. However, this technology is still early-on, and as yet unproven for accelerating HPC codes, with a lack of benchmarking and best practice.
Topics & Concepts
StencilAdvectionComputer scienceAtmospheric modelEnvironmental scienceComputational scienceMeteorologyPhysicsThermodynamicsMeteorological Phenomena and SimulationsCloud Computing and Resource ManagementComputer Graphics and Visualization Techniques