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首页> 外文期刊>IEEE transactions on very large scale integration (VLSI) systems >Formalized methodology for data reuse: exploration for low-power hierarchical memory mappings
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Formalized methodology for data reuse: exploration for low-power hierarchical memory mappings

机译:数据重用的形式化方法:探索低功耗分层内存映射

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摘要

Efficient use of an optimized custom memory hierarchy to exploit temporal locality in the data accesses can have a very large impact on the power consumption in data dominated applications. In the past, experiments have demonstrated that this task is crucial in a complete low-power memory management methodology. But effective formalized techniques to deal with this specific task have not been addressed yet. In this paper, the surprisingly large design freedom available for the basic problem is explored in-depth and the outline of a systematic solution methodology is proposed. The efficiency of the methodology is illustrated on a real-life motion estimation application. The results obtained for this application show power reductions of about 85% for the memory subsystem compared to the case without a custom memory hierarchy. These large gains justify that data reuse and memory hierarchy decisions should be taken early in the design flow.
机译:有效使用优化的自定义内存层次结构来利用数据访问中的时间局部性可能会对以数据为主的应用程序中的功耗产生很大影响。过去,实验表明,此任务对于完整的低功耗存储器管理方法至关重要。但是,尚未解决用于处理此特定任务的有效形式化技术。在本文中,深入探讨了可用于基本问题的惊人的大设计自由度,并提出了系统解决方案方法的概述。在现实生活中的运动估计应用中说明了该方法的效率。与没有定制内存层次结构的情况相比,此应用程序获得的结果表明,内存子系统的功耗降低了约85%。这些巨大的收益证明,应该在设计流程的早期就进行数据重用和内存层次结构决策。

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