支持将遗留应用程序移植到多核的工具

Yuri Ardila, Natsuki Kawai, Takashi Nakamura, Yosuke Tamura
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引用次数: 7

摘要

本文介绍了PEMAP,一个自动性能评估工具,用于从顺序程序中预测手动并行程序的性能,BEMAP是一个基准套件,用于测量自动并行化甚至机器的性能。BEMAP是一个开源项目,并提供了有关代码解释和实验结果的文档。我们在PEMAP上的实验表明,我们可以估计手动并行化程序的性能,平均误差为顺序程序性能的0.44%,而使用BEMAP表明,自动并行化的能力可以通过将编译代码与手动调优的并行化OpenCL代码进行比较来衡量,从而帮助开发自动并行化工具。
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Support tools for porting legacy applications to multicore
This paper presents PEMAP, an automated performance estimation tool to project performance of hand-parallelized programs from sequential programs and BEMAP, a benchmark suite to measure an auto-parallelizer or even a machine's performance. BEMAP is an open-source project, and the documentations on code explanations and experimental results are also provided. Our experiments on PEMAP shows we can estimate performance of hand-parallelized programs in an error of 0.44% of sequential program's performance on average, while using BEMAP shows that the ability of an auto-parallelizer can be measured by comparing the compiled code to the handtuned parallelized OpenCL code, and therefore assisting the development of the auto-parallelizer tool.
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