LeadOut: Composing low-overhead frequency-enhancing techniques for single-thread performance in configurable multicores

Brian Greskamp, Ulya R. Karpuzcu, J. Torrellas
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引用次数: 3

Abstract

Despite the ubiquity of multicores, it is as important as ever to deliver high single-thread performance. An appealing way to accomplish this is by shutting down the idle cores in the chip and running the busy, performance-critical core(s) at higher-than-nominal frequencies. To enable such frequencies, two low-overhead approaches either boost voltage beyond nominal values, or pair cores in leader-checker configurations and let them run beyond safe frequency margins. We observe that, in a large multicore with varying numbers of busy cores, individual application of either of these two techniques is suboptimal. Each alone is often unable to bring the multicore all the way to its power or temperature envelopes due to limitations in supply voltage or error rate. Moreover, we show that the two techniques are complementary, and can be synergistically combined to unlock much higher levels of single-thread performance. Finally, we demonstrate a dynamic controller that optimizes the two techniques. Our data shows that, given a 16-core multi-core where half of the cores are already busy, an additional, performance-critical thread now attains 34% higher performance than before, while consuming 220% more power.
引出:在可配置的多核中为单线程性能组合低开销的频率增强技术
尽管多核无处不在,但提供高单线程性能与以往一样重要。实现这一目标的一种吸引人的方法是关闭芯片中的空闲核心,并以高于标称频率的频率运行繁忙的、性能关键的核心。为了实现这样的频率,两种低开销的方法要么将电压提高到标称值以上,要么在先导检查器配置中对核心进行配对,使其运行在安全频率范围之外。我们观察到,在具有不同繁忙核数量的大型多核中,这两种技术中的任何一种单独应用都不是最优的。由于电源电压或错误率的限制,每个单独的多核通常无法将其带到其功率或温度信封。此外,我们还表明,这两种技术是互补的,可以协同结合,以解锁更高水平的单线程性能。最后,我们演示了一个优化这两种技术的动态控制器。我们的数据显示,在一个16核多核的情况下,一半的核已经处于繁忙状态,一个额外的、对性能至关重要的线程现在可以获得比以前高34%的性能,同时消耗220%的电力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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