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Fast calculation of DNMR spectra on CUDA-enabled graphics card

机译:在支持CUDA的图形卡上快速计算DNMR光谱

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摘要

During the past few years, general-purpose graphics processing units (GPGPUs) have become rather popular in the high performance computing community. In this study, we present an implementation of the simulation of dynamic nuclear magnetic resonance (DNMR) spectra. The algorithm is based on the kinetic Monte Carlo method and therefore can benefit from the multithreaded architecture of the GPGPU. By careful optimization of the algorithm a 30-100-fold speed increase could be achieved.
机译:在过去的几年中,通用图形处理单元(GPGPU)在高性能计算社区中变得相当流行。在这项研究中,我们介绍了动态核磁共振(DNMR)光谱模拟的实现。该算法基于动力学蒙特卡洛方法,因此可以受益于GPGPU的多线程体系结构。通过仔细优化算法,可以提高30-100倍的速度。

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