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Open Access

Memory Access Optimization of Molecular Dynamics Simulation Software Crystal-MD on Sunway TaihuLight

Jianjiang LiJie LinPanpan Du( )Kai ZhangJie Wu
Department of Computer Science and Technology, University of Science and Technology Beijing, Beijing 100083, China.
Dawning Information Industry Co., Ltd., Tianjin 300384, China.
Beijing Sogou Technology Development Co., Ltd., Beijing 100084, China.
Department of Computer and Information Sciences, Temple University, Philadelphia, PA 19122, USA.
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Abstract

The radiation damage effect of key structural materials is one of the main research subjects of the numerical reactor. From the perspective of experimental safety and feasibility, Molecular Dynamics (MD) in the materials field is an ideal method for simulating the radiation damage of structural materials. The Crystal-MD represents a massive parallel MD simulation software based on the key material characteristics of reactors. Compared with the Large-scale Atomic/Molecurlar Massively Parallel Simulator (LAMMPS) and ITAP Molecular Dynamics (IMD) software, the Crystal-MD reduces the memory required for software operation to a certain extent, but it is very time-consuming. Moreover, the calculation results of the Crystal-MD have large deviations, and there are also some problems, such as memory limitation and frequent communication during its migration and optimization. In this paper, in order to solve the above problems, the memory access mode of the Crystal-MD software is studied. Based on the memory access mode, a memory access optimization strategy is proposed for a unique architecture of China’s supercomputer Sunway TaihuLight. The proposed optimization strategy is verified by the experiments, and experimental results show that the running speed of the Crystal-MD is increased significantly by using the proposed optimization strategy.

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Tsinghua Science and Technology
Pages 296-308

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Cite this article:
Li J, Lin J, Du P, et al. Memory Access Optimization of Molecular Dynamics Simulation Software Crystal-MD on Sunway TaihuLight. Tsinghua Science and Technology, 2021, 26(3): 296-308. https://doi.org/10.26599/TST.2019.9010074

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Received: 08 October 2019
Accepted: 05 December 2019
Published: 12 October 2020
© The author(s) 2021.

The articles published in this open access journal are distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/).