Recycling Data Slack in Out-of-Order Cores

Gokul Subramanian Ravi, Mikko H. Lipasti
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引用次数: 6

Abstract

In order to operate reliably and produce expected outputs, modern processors set timing margins conservatively at design time to support extreme variations in workload and environment, imposing a high cost in performance and energy efficiency. The relentless pressure to improve execution bandwidth has exacerbated this problem, requiring instructions with increasingly diverse semantics, leading to datapaths with a large gap between best-case and worst-case timing. In practice, data slack, the unutilized portion of the clock period due to inactive critical paths in a circuit, can often be as high as half of the clock period. In this paper we propose ReDSOC, which dynamically identifies data slack and aggressively recycles it, to improve performance on Out-Of-Order (OOO) cores. It is implemented via a transparent-flow based data bypass network between the execution units of the core. Further, ReDSOC performs slackaware OOO instruction scheduling aided by optimizations to the wakeup and select logic, to support this aggressive operation execution mechanism. ReDSOC is implemented atop OOO cores of different sizes and tested on a variety of general purpose and machine learning applications. The implementation achieves average speedups in the range of 5% to 25% across the different cores and application categories. Further, it is shown to be more efficient at improving performance in comparison to prior proposals. Keywords-clock cycle slack; out-of-order; scheduler; transparent dataflow;
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在乱序核中回收数据松弛
为了可靠地运行并产生预期的输出,现代处理器在设计时保守地设置时间余量,以支持工作负载和环境的极端变化,从而在性能和能源效率方面付出了高昂的代价。不断提高执行带宽的压力加剧了这个问题,要求指令具有越来越多样化的语义,导致数据路径在最佳情况和最坏情况之间存在很大的时间差。在实践中,由于电路中不活跃的关键路径导致的时钟周期未利用的部分数据松弛,通常可以高达时钟周期的一半。在本文中,我们提出了ReDSOC,它动态识别数据松弛并积极回收它,以提高无序(OOO)内核的性能。它是通过核心执行单元之间基于透明流的数据旁路网络实现的。此外,ReDSOC通过对唤醒和选择逻辑的优化来执行懈怠的OOO指令调度,以支持这种积极的操作执行机制。ReDSOC在不同大小的OOO内核上实现,并在各种通用和机器学习应用程序上进行了测试。该实现在不同的核心和应用程序类别中实现了5%到25%的平均加速。此外,与以前的建议相比,它在提高性能方面更有效。关键词:时钟周期松弛;无序;调度器;透明的数据流;
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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