面向可重构体系结构的多级泄漏感知资源管理技术

Pham Nam Khanh, Ashutosh Kumar Singh, Akash Kumar
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引用次数: 3

摘要

晶体管尺寸的缩小使我们能够将越来越多的逻辑元件集成到FPGA芯片中,从而提高计算能力。然而,这也给FPGA器件的泄漏功耗带来了严重的问题。FPGA中泄漏功耗的主要原因之一是在部分可重构(PR) FPGA中利用预取技术来最小化重构开销(延迟)。这种技术在任务的重新配置和执行部分之间造成延迟,由于包含重新配置信息的sram单元无法断电,这可能导致FPGA泄漏功率高达44%。在这项工作中,提出了一种包含调度、安置和安置后阶段的资源管理方法来解决上述问题。在调度阶段,导出了泄漏感知代价函数来处理泄漏功率。放置阶段使用成本函数,使设计人员能够在性能和节省泄漏之间做出权衡。安置后阶段采用启发式方法,并显示出进一步的改进。实验表明,我们的方法可以在可接受的延长期限内实现合成和实际应用中的大量泄漏节约。此外,与性能驱动的方法相比,该方法的不同变体可以减少40-65%的泄漏功率,与最先进的工程相比,可以减少15-43%的泄漏功率。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A multi-stage leakage aware resource management technique for reconfigurable architectures
Shrinking size of transistors has enabled us to integrate more and more logic elements into FPGA chips leading to higher computing power. However, it also brings serious concern to the leakage power dissipation of the FPGA devices. One of the major reasons for leakage power dissipation in FPGA is the utilization of prefetching technique to minimize the reconfiguration overhead (delay) in Partially Reconfigurable (PR) FPGAs. This technique creates delays between the reconfiguration and execution parts of a task, which may lead up to 44% leakage power of FPGA since the SRAM-cells containing reconfiguration information cannot be powered down. In this work, a resource management approach containing scheduling, placement and post-placement stages has been proposed to address the aforementioned issue. In scheduling stage, a leakage-aware cost function is derived to cope with the leakage power. The placement stage uses a cost function that allows designers to decide a trade-off between performance and leakage-saving. The post-placement stage employs a heuristic approach and shows further improvements. Experiments show that our approach can achieve large leakage savings for both synthetic and real life applications with acceptable extended deadline. Furthermore, different variants of the proposed approach can reduce leakage power by 40-65% when compared to a performance-driven approach and by 15-43% when compared to state-of-the-art works.
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