用于计算流体动力学应用的FPGA欧拉求解器加速器

Diego Sanchez-Roman, G. Sutter, S. López-Buedo, Iván González, Francisco J. Gómez-Arribas, J. Aracil
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引用次数: 9

摘要

本文讨论了加速计算流体动力学(CFD)应用的问题,这些应用被航空工程师用来创建更高效的空气动力学设计。CFD应用程序需要大量的浮点计算,因此它们通常在高性能计算(HPC)系统上执行。在这里,我们使用XtremeData XD2000i插座式FPGA加速器研究了求解欧拉方程的单元顶点有限体积算法的硬件实现。利用高级语言合成工具和优化的低级组件,可以在短时间内创建速度高达13.25倍的hw加速实现。
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An Euler solver accelerator in FPGA for computational fluid dynamics applications
This paper addresses the problem of accelerating Computational Fluid Dynamics (CFD) applications, utilized by aeronautical engineers to create more efficient and aerodynamic designs. CFD applications require intensive floating point calculations, so they are usually executed on High-Performance Computing (HPC) systems. Here, we study the HW implementation of a cell-vertex finite volume algorithm to solve Euler equations, using the XtremeData XD2000i in-socket FPGA accelerator. Taking advantage of high-level language synthesis tools together with optimized low level components, a HW-accelerated implementation that achieved speedups up to 13.25x could be created in a short time.
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