A predicate-aware modulo scheduling for improving resource efficiency of coarse grained reconfigurable architectures

J. Jiang, Kuen-Cheng Chiang, J. Shann
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Abstract

A coarse-grain reconfigurable architecture is an important technology for exploiting the parallelism of a program without compromise of the flexibility and has been adopted for high-performance embedded systems. However, the utilization of hardware resources may be limited by a large number of conditional executed operations. This paper represents a predicate-aware modulo scheduling which may map disjoint operations into the same processing element to reduce the requirements of hardware resources. Moreover, a weighted mapping decision algorithm has also been proposed to improve the execution performance for reconfigurable architecture. Our experimental results indicate that the initiation interval of a loop of the selected benchmarks may be reduced by 12% to 25.2% compared with a related work.
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用于提高粗粒度可重构体系结构资源效率的谓词感知模调度
粗粒度可重构体系结构是在不牺牲灵活性的前提下开发程序并行性的一种重要技术,已被广泛应用于高性能嵌入式系统。然而,硬件资源的利用可能会受到大量条件执行操作的限制。本文提出了一种谓词感知的模调度方法,它可以将不相交的操作映射到相同的处理元素中,以减少对硬件资源的需求。此外,为了提高可重构体系结构的执行性能,还提出了一种加权映射决策算法。我们的实验结果表明,与相关工作相比,所选基准的回路启动间隔可缩短12%至25.2%。
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