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Enabling Large-Scale Simulation of CAM on the Sunway TaihuLight Supercomputer.

Authors :
Li, Yuxuan
Duan, Xiaohui
Gan, Lin
Wan, Wubing
Chen, Yuhu
Xu, Kai
Yang, Jinzhe
Liu, Weiguo
Xue, Wei
Fu, Haohuan
Yang, Guangwen
Source :
IEEE Transactions on Computers. Apr2022, Vol. 71 Issue 4, p824-837. 14p.
Publication Year :
2022

Abstract

The Community Atmosphere Model (CAM) has been ported, redesigned, and scaled to the full system of the Sunway TaihuLight, and provides peta-scale climate modeling performance. Based on a novel domain decomposition method, we have fully optimized the complete model code by using both OpenACC refactoring and more aggressive and finer-grained Athread approaches. The Athread approach enables us to achieve exceptional memory control and usage, efficient vectorization, and sophisticated utilization of the thread-level communication mechanism. We have also further refined the load-balance behaviors towards ultra-large-scale numerical simulation. By combining all these novelties, we achieved a simulation speed of 7.2 and 25.6 simulation-year-per-day (SYPD) for global 25-km and 100-km resolution, respectively (1.2- to 2.2-fold improvements over previous efforts), and a sustainable double-precision performance of 3.3 PFlops for a 750-m global simulation when using 10075000 cores. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
00189340
Volume :
71
Issue :
4
Database :
Academic Search Index
Journal :
IEEE Transactions on Computers
Publication Type :
Academic Journal
Accession number :
155774187
Full Text :
https://doi.org/10.1109/TC.2021.3063422