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Stochastic-based placement template generator for analog IC layout-aware synthesis

机译:基于随机的布局模板生成器,用于模拟IC布局感知综合

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摘要

In this paper, a methodology for automatic generation of placement templates for analog integrated circuit design targeted to state-of-the-art optimization-based layout-aware circuit-sizing flows, is proposed. The multi objective optimization-based placement template generator inputs a Pareto set of sizing solutions and outputs a set of optimal sizing-independent non-slicing B*-tree floorplan representations, i.e., placement templates. Those templates fit the current state of the optimization process and are used within the layout-aware synthesis methodology to generate the floorplan of the following candidate solutions. This innovative methodology combines the advantages of template-based placement approaches, due to its fast packing, with the optimization-based ones, presenting floorplan solutions with improved compactability through the complete evolution of the Pareto set, completely eliminating the template setup effort. Moreover, as the placement template generator runs in parallel with the layout-aware loop, it has no impact on the overall execution time. Experimental results show that the proposed methodology outperforms state-of-the-art multi-template layout aware synthesis approaches by achieving smaller placement areas for the same performances earlier in the optimization, and further, with a strongly reduced setup effort.
机译:在本文中,提出了一种针对模拟集成电路设计自动生成布局模板的方法,该方法针对基于最优化的基于布局的布局感知电路规模调整流程。基于多目标优化的布局模板生成器输入一组Pareto大小调整解决方案,并输出一组最佳的与大小无关的非切片B * -tree平面图表示形式,即布局模板。这些模板适合优化过程的当前状态,并在可感知布局的综合方法中使用,以生成以下候选解决方案的平面图。这种创新的方法结合了基于模板的放置方法的优势(由于其快速打包)和基于优化的方法,可通过Pareto集的全面发展为平面图解决方案提供更高的可压缩性,从而完全消除了模板设置工作。此外,由于放置模板生成器与布局感知循环并行运行,因此不会影响整体执行时间。实验结果表明,通过在优化的早期实现相同性能的较小放置区域,并且大大减少了设置工作量,所提出的方法优于最新的多模板布局感知综合方法。

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