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Efficient datapath merging for the overhead reduction of run-time reconfigurable systems

机译:高效的数据路径合并可减少运行时可重配置系统的开销

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摘要

High latencies in FPGA reconfiguration are known as a major overhead in run-time reconfigurable systems. This overhead can be reduced by merging multiple data flow graphs representing different kernels of the original program into a single (merged) datapath that will be configured less often compared to the separate datapaths scenario. However, the additional hardware introduced by this technique increases the kernels execution time. In this paper, we present a novel datapath merging technique that reduces both the configuration and execution times of kernels mapped on the reconfigurable fabric. Experimental results show up to 13% reduction in the configuration and execution times of kernels from media-bench workloads, compared to previous art on datapath merging. When compared to conventional high-level synthesis algorithms, our proposal reduces kernels configuration and execution times by up to 48%.
机译:FPGA重新配置中的高延迟被称为运行时可重新配置系统中的主要开销。通过将代表原始程序不同内核的多个数据流图合并到单个(合并的)数据路径中,与单独的数据路径方案相比,该数据路径的配置频率将降低,从而可以减少这种开销。但是,此技术引入的附加硬件会增加内核执行时间。在本文中,我们提出了一种新颖的数据路径合并技术,该技术可以减少映射到可重配置结构上的内核的配置和执行时间。实验结果表明,与现有的数据路径合并技术相比,来自媒体平台工作负载的内核的配置和执行时间最多减少了13%。与传统的高级综合算法相比,我们的建议将内核配置和执行时间减少了多达48%。

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