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Comparative Study of Path Prediction Method for Speculative Loop Execution

机译:投机循环执行路径预测方法的比较研究

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Execution path ratio is mostly dominated by two execution paths in program loops. We have developed Two-Path Limited Speculation Method that achieves speed-up in programs using optimization of the most frequent two paths and speculative multi-thread execution of them. The path predictor used in the method predicts the next execution path in Two-Path Limited Speculation Method, and plays an important role in performance improvement of the method. In this paper, we apply several well-known branch prediction methods to the path prediction and evaluate them in terms of mis-prediction ratio. Experimental results show that the mis-prediction ratios of the path predictors vary from 10% to 45%, depending on the benchmark programs, and are 20% on average; the Gshare path predictor performs best in eight path prediction methods.
机译:执行路径比主要由程序循环中的两个执行路径主导。我们开发了两种路径有限的投机方法,可以使用最常用的两条路径和投机多线程执行的优化来实现速度。该方法中使用的路径预测器预测了双路径有限猜测方法中的下一个执行路径,在该方法的性能改进中起重要作用。在本文中,我们将几种众所周知的分支预测方法应用于路径预测,并在误报率方面评估它们。实验结果表明,根据基准计划,路径预测器的误预测比率从10%变化到45%,平均为20%; GShare路径预测器以八条路径预测方法执行最佳。

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