On GPU optimizations of stencil codes for highly parallel simulations

Nikolai Pfisterer,Marco Berghoff,Achim Streit

2021 29th Euromicro International Conference on Parallel, Distributed and Network-Based Processing (PDP)（2021）

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摘要

Stencil codes are valuable methods to solve partial differential equations of models in a wide range of applications in science and engineering. Graphics processing units (GPUs) provide a highly parallel architecture with fast directly accessible memory that is desirable to run stencil codes. They enable larger and more complex simulations that are solved faster compared to simulating on CPUs. We ...

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关键词

Partial differential equations,Graphics processing units,Clustering algorithms,Performance gain,Parallel architectures,Central Processing Unit,Mathematical model

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