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Performance portable Vlasov code with C++ parallel algorithm | IEEE Conference Publication | IEEE Xplore

Performance portable Vlasov code with C++ parallel algorithm


Abstract:

This paper presents the performance portable implementation of a kinetic plasma simulation code with C++ parallel algorithm to run across multiple CPUs and GPUs. Relying ...Show More

Abstract:

This paper presents the performance portable implementation of a kinetic plasma simulation code with C++ parallel algorithm to run across multiple CPUs and GPUs. Relying on the language standard parallelism stdpar and proposed language standard multi-dimensional array support mdspan, we demonstrate that a performance portable implementation is possible without harming the readability and productivity. We obtain a good overall performance for a mini-application in the range of 20 % to the Kokkos version on Intel Icelake, NVIDIA V100, and A100 GPUs. Our conclusion is that stdpar can be a good candidate to develop a performance portable and productive code targeting the Exascale era platform, assuming this approach will be available on AMD and/or Intel GPUs in the future.
Date of Conference: 13-18 November 2022
Date Added to IEEE Xplore: 30 January 2023
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Conference Location: Dallas, TX, USA

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