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Implementation of SPH and DEM for a PEZY-SC Heterogeneous Many-Core System

机译:用于PEZY-SC异构多核系统的SPH和DEM

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Particle-based simulation strategies such as the smoothed particle hydrodynamics (SPH) and discrete-element method (DEM) approaches are useful in industry and disaster-prevention applications. One of the key problems for a successful large-scale particle-based simulation is energy (electricity) costs. To mitigate this problem, using PEZY-SC many-core microprocessors should provide an effective solution because their power efficiency is good. We have implemented parallelized SPH and DEM codes based on Framework for Developing Particle Simulator (FDPS). Our strategy involves using the PEZY-SC microprocessors as an external accelerator device in an off-load-type implementation in which the interaction kernel is allocated to these microprocessors and a pre/post-processing is performed on the host CPU. Performance tests show good scalability of the computing interaction kernel per number of threads, although a breakdown of calculation costs shows a room for further improvements. Water and granular dam-break tests were also performed on the PEZY-SC system to validate the SPH and DEM codes, respectively.
机译:基于颗粒的模拟战略,如光滑粒子流体动力学(SPH)和离散元法(DEM)的方法是在工业和防灾应用是有用的。成功的大规模粒子仿真的关键问题之一是能量(电力)成本。为了缓解这个问题,使用PEZY-SC许多核心微处理器应提供有效的解决方案,因为它们的功率效率是好的。我们基于开发粒子模拟器(FDPS)的框架实现了并行化SPH和DEM代码。我们的策略涉及使用PEZY-SC微处理器作为外部加速器装置,其中脱载型实现,其中交互内核被分配给这些微处理器,并且在主机CPU上执行预/后处理。性能测试显示每个线程计算交互内核的良好可扩展性,尽管计算成本的分解显示了一个进一步改进的空间。在PEZY-SC系统上也进行了水和颗粒破裂试验,以分别验证SPH和DEM代码。

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