使用OpenCL SDK的OpenMP到FPGA的卸载原型

Marius Knaust, Florian Mayer, T. Steinke
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引用次数: 14

摘要

现场可编程门阵列(fpga)对未来的高性能计算和数据分析系统非常感兴趣,因为它们能够高效,高度并行地处理数据。尽管高级合成在过去几年中变得更加流行,但将现有科学软件移植到fpga上的努力仍然相当可观。我们建议使用OpenMP目标卸载作为解决方案,我们在第一个原型中实现,利用FPGA供应商预先存在的OpenCL SDK。早期的结果证明了这种方法的可行性,并且还揭示了进一步的优化是必要的,这样代码就可以以fpga不可知的方式编写。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
OpenMP to FPGA Offloading Prototype Using OpenCL SDK
Field-programmable gate arrays (FPGAs) are of great interest for future high-performance computing and data analytics systems, since they are capable of efficient, highly-parallel data processing. Even though high-level synthesis became more popular in the last years, the effort of porting existing scientific software onto FPGAs is still considerable. We propose to use OpenMP target offloading as a solution, which we implement in a first prototype, making use of the preexisting OpenCL SDK of the FPGA vendor. Early results demonstrate the feasibility of this approach and also reveal that further optimizations will be necessary such that code can be written in an FPGA-agnostic way.
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