一个重要波模型在并行架构上的实现

T. Campbell, J. Cazes, E. Rogers
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引用次数: 5

摘要

SWAN (simulation WAves Nearshore)是代尔夫特理工大学开发的重要的第三代波浪模型,用于模拟沿海地区和内陆水域等浅水区的短峰风浪。该模型采用半隐式迎风格式求解一个四维(2个空间维度、波浪方向和波浪频率)谱作用平衡方程。相对于其他不太先进的波浪模型,SWAN对计算的要求更高,为了减少周转时间,提高大型沿海地区的模型分辨率,并将SWAN移植到海军的作战使用中,需要一个并行版本。在本文中,我们提出了一种新的SWAN并行实现方法,该方法采用流水线并行方法,不改变顺序数值算法中的操作顺序。该实现使用OpenMP编译器指令并在共享内存多处理器计算机上运行。这种方法代表了一种非传统的,即非循环级的使用OpenMP的方式。性能测量表明,高分辨率模型应用程序的周转时间可以通过并行实现显着减少。并行实现已经过验证,模型输出与平稳和非平稳情况下的原始顺序代码“逐位”匹配。新的并行代码已经被合并到SWAN的下一个正式版本中,并开始过渡到操作使用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Implementation of an important wave model on parallel architectures
SWAN (Simulating WAves Nearshore), developed at the Delft University of Technology, is an important third generation wave model used to simulate short-crested wind-generated waves in shallow water areas such as coastal regions and inland waters. The model solves a four-dimensional (2 spatial dimensions, wave direction, and wave frequency) spectral action balance equation using a semi-implicit upwind scheme. Relative to other less advanced wave models, SWAN is more computationally demanding, and a parallel version is necessary in order to decrease turn-around time, improve the model resolution for large coastal regions, and migrate SWAN into Navy operational use. In this paper we present a new parallel implementation of SWAN using a pipelined parallel approach which does not alter the order of operations in the sequential numerical algorithm. The implementation uses OpenMP compiler directives and runs on shared-memory multiprocessor computers. This approach represents a non-traditional, i.e., not loop-level, way of using OpenMP. Performance measurements show that turn-around time for high-resolution model applications can be significantly reduced with the parallel implementation. The parallel implementation has been verified and model output matches "bit-for-bit" with the original sequential code for both stationary and non-stationary cases. The new parallel code has already been incorporated into the next official release of SWAN and is beginning transition into operational use.
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