基于fpga的键合力计算

Qingqing Xiong, M. Herbordt
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引用次数: 7

摘要

虽然分子动力学的加速度已经受到了很多的关注,但其应用的一个重要部分,即结合力的计算,却没有得到重视。我们提出了我们认为是asic之外的粘结力计算的第一个描述和分析。我们描述了计算需求。我们发现一个简单的直接实现需要的FPGA资源与其工作负载的比例不成比例。我们研究了其他选项,包括各种软核和速度/面积权衡。这就产生了针对问题和集群大小的各种组合的最优解决方案。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Bonded Force Computations on FPGAs
While acceleration of Molecular Dynamics has received much attention, a significant part of that application, the bonded force calculation, has not. We present what we believe to be the first description and analysis of bonded force calculations outside of ASICs. We characterize the computational requirements. We find that a naive direct implementation requires FPGA resources out of proportion with its proportion of the workload. We investigate other options including various softcores and speed/area tradeoffs. These result in an assortment of solutions optimal for various combinations of problem and cluster size.
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