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Mapping to coarse grain reconfigurable arrays using evolutionary algorithms.

机译:使用进化算法映射到粗粮可重构阵列。

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摘要

This thesis presents a genetic algorithm (GA) to place circuit components on to an array of reconfigurable algorithmic logic units (ALUs), known as datapath units (DPUs). Word-oriented reconfigurable arrays are relatively new, and design flows for them are still developing. One of the challenges of such "coarse grain" arrays is the lesser flexibility with which their resources can be arranged and recruited. Placement methodologies for application-specific integrated circuits (ASICs) and bit-wise "fine grain" arrays are not directly applicable. The greater predefined structure in a coarse grain array results in placement restrictions on some components.; In the array used in this thesis, the coarse granularity resulted in such a high level of abstraction that it was not necessary to separate placement and routing. The routing was simple enough that routability could be accurately determined by the placement GA. Hence, the GA could simultaneously deal with placement, routing, and heterogeneous position constraints. The flexibility in formulating problems for a GA lent itself very well to a multifaceted approach to enforcing the various architecturally imposed constraints.; A comprehensive design case was undertaken to establish the difficulties which automated placement has to deal with. In addition to developing the GA and partially designing the test suite of circuits for its characterization, a preliminary analysis was made of evolutionary approaches to circuit synthesis for coarse grain reconfigurable arrays.
机译:本文提出了一种遗传算法(GA),可以将电路组件放置在称为数据路径单元(DPU)的可重配置算法逻辑单元(ALU)阵列上。面向单词的可重配置数组是相对较新的,并且针对它们的设计流程仍在开发中。这种“粗粮”阵列的挑战之一是其资源的安排和招募灵活性较低。专用集成电路(ASIC)和按位“细晶粒”阵列的放置方法不直接适用。粗颗粒阵列中较大的预定义结构导致某些组件的放置限制。在本文中使用的数组中,粗粒度导致了如此高的抽象水平,因此不必分开放置和布线。布线非常简单,可以通过布局GA准确确定可布线性。因此,GA可以同时处理布局,布线和异构位置限制。为GA提出问题的灵活性非常适合于采用多种方法来实施各种在体系结构上施加的约束。进行了一个综合设计案例来确定自动放置必须解决的困难。除了开发GA并部分设计用于表征的电路测试套件外,还对用于粗糙晶粒可重构阵列的电路合成的进化方法进行了初步分析。

著录项

  • 作者

    Ma, Fred (Shing-Fat).;

  • 作者单位

    Carleton University (Canada).;

  • 授予单位 Carleton University (Canada).;
  • 学科 Engineering Electronics and Electrical.
  • 学位 Ph.D.
  • 年度 2005
  • 页码 336 p.
  • 总页数 336
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 无线电电子学、电信技术;
  • 关键词

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