地震波模板计算性能比较

Otávio F. Freitas, Lucas Cilento, Renato S. Guimarães, J. Souza, H. Senger, E. Gomi
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引用次数: 0

摘要

这项工作旨在提供OpenCL和oneAPI在fpga、gpu和cpu上关于地震声波传播模拟中模板执行的性能比较结果。结果表明,在不了解如何实现优化的情况下,朴素模板代码在GPU和CPU上的性能优于FPGA。另一个结果是,oneAPI代码比OpenCL更容易更快地实现,因为它在编译时自动应用一些特定于fpga的优化。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Seismic Wave Stencil Computation Performance Comparison
This work aims to provide comparative results between OpenCL and oneAPI performance on FPGAs, GPUs, and CPUs regarding the execution of stencils in the simulation of seismic acoustic wave propagation. Our results show that the naive stencil code performs better on GPU and CPU than FPGA without strong knowledge on how to implement optimizations. Another result is that oneAPI code is easier and faster to implement than OpenCL as it automatically applies some FPGA-specific optimizations at compile time.
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