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A Novel Loop Adaptive Hardware Design for Coarse-Grained Reconfigurable Array

机译:一种用于粗粒可重新配置阵列的新型循环自适应硬件设计

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The Coarse Grained Reconfigurable Architectures (CGRAs) are proposed to enhance the ability of parallel computation. Iterative loops are the main body of applications mapping on the CGRAs. The loop management critically affects the efficient mapping of applications. Limited by special hardware controllers, the loop management brings great difficulties to flexible and efficient use of CGRAs. In this paper, we propose a novel loop adaptive hardware design for CGRAs. With innovative Shared Register Files (SRFs) and extended operations for Reconfigurable Cells (RCs), our loop adaptive design can be applied to a wide range of CGRAs. SRFs are designed for data communication in a System-on-Chip. And extended reconfigurable operations are designed for the adaptive loop prologues and epilogues management. Experimental results demonstrate that when compared with conventional processors, our work achieves a significant speedup improvement in total cycle number and IPC (Instructions per Cycle). In addition, proposed design not only decreases logic area but also greatly reduces complexity of hardware implementation.
机译:该粗粒度可重构体系结构(CGRAs)旨在提高并行计算的能力。迭代循环是应用在CGRAs映射的主体。循环管理会严重影响应用程序的有效映射。通过特殊的硬件控制器的限制,循环管理带来了灵活有效地使用CGRAs的巨大困难。在本文中,我们提出了一个新颖的环自适应硬件设计CGRAs。以创新的共享寄存器文件(SRF用于)和可重构细胞(RCS)的扩展操作,我们的环自适应设计可以适用于宽范围的CGRAs。 SRF用于设计用于在系统级芯片的数据通信。和扩展的可重新配置的操作是专为适应性循环序言和结尾程序的管理。实验结果表明,与传统处理器相比,我们的工作实现了总循环数和IPC(每一周期的指令)一显著加速改善。此外,提出的设计不仅降低逻辑区域也大大降低了硬件实现的复杂度。

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