Rapid Resource-Constrained Hardware Performance Estimation

B. Dwivedi, A. Kejariwal, M. Balakrishnan, Anshul Kumar
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引用次数: 6

Abstract

In a hardware-software co-design environment, an application is partitioned into modules. Each module is then mapped either to software or to hardware. The mapping process is driven by the hardware/software cost and performance parameters of each module. This makes hardware estimation important to evaluate the various candidate architectures. Lack of an efficient hardware estimation methodology and a supporting tool results in inefficient partitioning. In this paper, we present novel algorithms for clock period estimation and estimation of upper bound on execution time under given resource constraints which includes constraints on number of ports in the register file and memory. Experimental results on benchmarks from the high-level synthesis (HLS), MiBench and Media-bench suites, show the effectiveness of our algorithms
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快速资源约束硬件性能评估
在硬件软件协同设计环境中,应用程序被划分为多个模块。然后将每个模块映射到软件或硬件。映射过程由各模块的硬件/软件成本和性能参数驱动。这使得硬件评估对于评估各种候选体系结构非常重要。缺乏有效的硬件评估方法和支持工具会导致分区效率低下。在给定的资源约束下,我们提出了时钟周期估计和执行时间上界估计的新算法,其中包括寄存器文件和存储器中的端口数的约束。在高级合成(HLS)、MiBench和Media-bench套件的基准测试中,实验结果表明了我们算法的有效性
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