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Runtime Leakage Minimization Through Probability-Aware Optimization

机译:通过概率感知优化来最小化运行时泄漏

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Runtime leakage current, defined as circuit leakage during normal operation (i.e., nonstandby mode), has become a major concern in very advanced technologies along with traditional standby mode leakage. In this paper, we propose a new leakage reduction method that specifically targets runtime leakage current. We first observe that the state probabilities of nodes in a circuit tend to be skewed, meaning that they have either high or low values. We then propose a method that exploits these skewed state probabilities by setting only those transistors to high-Vt (thick-oxide) that have a high likelihood of being off (on) and, hence, contributing significantly to the total runtime leakage. Accordingly, we also propose a library specifically tailored to the proposed approach, where Vt and Tox assignment with favorable tradeoffs under skewed input probabilities is provided. For further leakage reduction, we also introduce circuit resynthesis using pin reordering, pin rewiring, mapping, and decomposition. The optimization algorithm shows substantial leakage improvement over probability unaware optimization using a traditional standard cell library
机译:运行时泄漏电流(定义为正常操作(即非待机模式)期间的电路泄漏)已经与传统的待机模式泄漏一起成为非常先进技术中的主要关注点。在本文中,我们提出了一种新的减少泄漏的方法,该方法专门针对运行时泄漏电流。我们首先观察到电路中节点的状态概率倾向于偏斜,这意味着它们具有高值或低值。然后,我们提出了一种方法,通过仅将那些晶体管设置为高Vt(厚氧化物)而关闭(导通)的可能性很高,从而对总的运行时间泄漏做出了很大的贡献,从而利用了这些偏斜状态的可能性。因此,我们还提出了一个专门针对所提议方法而设计的库,其中提供了在倾斜的输入概率下具有良好折衷的Vt和Tox分配。为了进一步减少泄漏,我们还介绍了使用引脚重新排序,引脚重新布线,映射和分解的电路重新合成。与传统的标准单元库相比,该优化算法显示出与不进行概率优化相比的显着泄漏改进

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