用于可重构处理器的OpenCL优化编译器

J. Nah, Jun Lee, Hongjune Kim, Jinseok Lee, S. Hwang, Donghoon Yoo, Jaejin Lee
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引用次数: 0

摘要

本文介绍了针对可重构处理器的OpenCL编译器的简单而有效的优化技术。目标体系结构由一个通用处理器核心和一个带有矢量单元的嵌入式可重构加速器组成。加速器能够在VLIW模式和粗粒度可重构阵列(CGRA)模式之间切换其架构,以实现高性能。这种架构的一个大问题是编程困难,OpenCL可以是一个很好的解决方案。然而,由于OpenCL不能保证性能可移植性,依赖于硬件的优化仍然是必要的。因此,我们开发了一个利用模式切换能力和矢量单元的OpenCL编译器框架。为了衡量这些技术的有效性,我们实现了OpenCL框架,并用14个OpenCL基准应用程序评估了它们的性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An OpenCL optimizing compiler for reconfigurable processors
This paper presents simple and efficient optimization techniques for an OpenCL compiler that targets reconfigurable processors. The target architecture consists of a generalpurpose processor core and an embedded reconfigurable accelerator with vector units. The accelerator is able to switch its architecture between the VLIW mode and the Coarse Grained Reconfigurable Array (CGRA) mode to achieve high performance. One big problem of this architecture is programming difficulty and OpenCL can be a good solution. However, since OpenCL does not guarantee performance portability, hardware dependent optimization is still necessary. Hence, we develop an OpenCL compiler framework that exploits the mode switching capability and vector units. To measure the effectiveness of the techniques, we have implemented the OpenCL framework and evaluate their performance with fourteen OpenCL benchmark applications.
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