Efficient reconfigurable architecture for MIMD streaming execution using permutation network

Chia-Wen Cheng, Yu Sheng Lin, Shao-Yi Chien
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Abstract

Reconfigurable architectures grant many circuits more flexibility as well as more efficiency. By dynamically reconnecting the datapath between calculation units, we can optimize the performance of many designs. Inspired by some prior works, we proposed a new MIMD Streaming (MIMDS) execution scheme on the aid of reconfigurable design, featuring high efficient stream processing. In this work, we also take the locality of programs into account when designing our reconfigurable architecture. Therefore, we use the permutation network [1] as our reconfigurable path, which provides less but enough reconfigurability, leading to less area cost and less power consumption. In this paper, we will take a commercial processor, C54x from Texas Instrument [2], as example, as well as detail the modification from the baseline C54x to our proposed MIMDS architecture. We show that with the extra ALUs and efficient datapath, C54x with MIMDS feature has overall 63% less execution cycles and 45% less memory access at most. Compared with traditional C54x, our design has only 12% area overhead. Besides, if we consider only configurable network, our permutation network saves 85% area compared to fully reconfigurable datapath while supports sufficient reconfigurability.
基于置换网络的高效可重构MIMD流执行架构
可重构架构赋予许多电路更大的灵活性和更高的效率。通过动态地重新连接计算单元之间的数据路径,我们可以优化许多设计的性能。在前人工作的启发下,我们提出了一种新的基于可重构设计的MIMD流(MIMDS)执行方案,具有高效的流处理能力。在这项工作中,我们在设计可重构架构时也考虑了程序的局部性。因此,我们使用置换网络[1]作为我们的可重构路径,它提供了较少但足够的可重构性,从而减少了面积成本和功耗。在本文中,我们将以德州仪器公司的商用处理器C54x[2]为例,并详细介绍从基线C54x到我们提出的MIMDS架构的修改。我们表明,通过额外的alu和高效的数据路径,具有MIMDS特性的C54x总体上减少了63%的执行周期,最多减少了45%的内存访问。与传统的C54x相比,我们的设计只有12%的面积开销。此外,如果我们只考虑可配置网络,我们的排列网络比完全可重构的数据路径节省85%的面积,同时支持足够的可重构性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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