Runtime Temporal Partitioning Assembly减少FPGA重构时间

Abelardo Jara-Berrocal, A. Gordon-Ross
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引用次数: 16

摘要

超过可用FPGA资源的大型应用程序必须使用较小的硬件模块对这些资源进行时间复用。为了编排这种时间多路复用,临时分区将这些硬件模块划分为多个子集,每个子集都适合可用资源。在时间分区转换期间,FPGA被重新配置为后续的时间分区。然而,FPGA重新配置时间会带来显著的性能开销,因为即使只有一小部分发生了变化,也必须重新配置整个FPGA结构。部分可重构(PR) FPGA可以通过仅重新配置FPGA结构的不同部分来减少重新配置时间。在本文中,我们提出了一种设计方法,使用模拟的基于退火的模块放置优化引擎,通过利用连续时间分区之间的模块重叠来最小化FPGA重构开销。实验结果表明,该方法可将FPGA重构时间平均缩短44%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Runtime Temporal Partitioning Assembly to Reduce FPGA Reconfiguration Time
Large applications that exceed available FPGA resources must time-multiplex these resources using smaller hardware modules. In order to orchestrate this time-multiplexing, temporal partitioning partitions these hardware modules into multiple subsets, each of which fit within the available resources. During a temporal partition transition, the FPGA is reconfigured to the subsequent temporal partition. However, FPGA reconfiguration time can impose significant performance overhead as the entire FPGA fabric must be reconfigured even if only a small portion has changed. Partially reconfigurable (PR) FPGAs can decrease reconfiguration time by only reconfiguring the portions of the FPGA fabric that differ. In this paper, we present a design methodology using a simulated annealing-based module placement optimization engine to minimize FPGA reconfiguration overhead by exploiting module overlap across successive temporal partitions. Experimental results show that our methodology reduces FPGA reconfiguration time by 44% on average.
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