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Enhanced Parallel FDTD Method Using SSE Instruction Sets

机译:使用SSE指令集的增强型并行FDTD方法

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To accelerate the simulation of the parallel FDTD method, this paper proposes an effective hardware acceleration technique based on the SSE instruction sets, and puts forward a three-level data parallel algorithm based on MPI, OpenMP and SSE instructions. To demonstrate the acceleration effect of this technique, this paper develops two types of codes using C language: one is based on MPI + OpenMP, another is based on MPI + OpenMP + SSE, and then draws a comparison between the computing time of the two types of codes in the numerical experiments for the same electromagnetic radiation problems. The experimental results show that this acceleration technique can achieve an acceleration rate of 2.44 for the ideal case on a PC cluster and 2.37 for the practical problem on a 2-CPU workstation without requiring any extra hardware investment, and provide an efficient and economical technique for the electromagnetic simulations.
机译:为了加速并行FDTD方法的仿真,提出了一种基于SSE指令集的有效硬件加速技术,并提出了基于MPI,OpenMP和SSE指令的三级数据并行算法。为了演示该技术的加速效果,本文使用C语言开发了两种类型的代码:一种基于MPI + OpenMP,另一种基于MPI + OpenMP + SSE,然后对两者的计算时间进行了比较。数值实验中相同电磁辐射问题的代码类型。实验结果表明,该加速技术在PC群集上的理想情况下可以达到2.44的加速速率,而在2-CPU工作站上的实际问题上可以达到2.37的加速速率,而无需任何额外的硬件投资,并且为以下情况提供了一种高效而经济的技术:电磁仿真。

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