Global Is the New Local: FPGA Architecture at 5nm and Beyond

Stefan Nikolic, F. Catthoor, Z. Tokei, P. Ienne
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引用次数: 7

Abstract

It takes only high-school physics to appreciate that the resistance of a wire grows with a diminishing cross section, and a quick look at any plot about Moore's law immediately suggests that such cross section must decrease over time. Clearly, everyone can easily imagine that this trend must have a deep influence on FPGA architectures. What is difficult to predict is whether and when well-established architectural ideas will break---and what can replace them. Unfortunately, in architectural research, we often use fairly simplistic models of the underlying technology nodes which limit our ability to visualize the detailed impact of technology evolution. In this paper, we develop, from the available industrial disclosures, a consistent electrical model of the metal stacks of recent and current technologies, as well as future trends. We combine it to a plausible layout strategy to have an accurate idea of how wire characteristics play nowadays into architectural decisions. To demonstrate our models, necessarily speculative due to the paucity of reliable industrial information, we use them to explore the evolution of a typical architectural family across technology nodes and to reevaluate one of the most basic design parameters---namely, cluster size. We notice effects which may in fact explain some recent changes in commercial architectures. We also observe how conventional architectures may fail to take advantage of the performance improvements of future nodes. Although conceptually straightforward, this study signals how profoundly our understanding of FPGAs will be affected by technology while moving towards the 3 nm node.
全局是新的本地:5nm及以上的FPGA架构
只需要高中的物理知识就能明白,导线的电阻随着横截面的减小而增大,随便看看摩尔定律的图表,就会立刻发现,横截面一定会随着时间的推移而减小。显然,每个人都可以很容易地想象到这种趋势一定会对FPGA架构产生深远的影响。很难预测的是,成熟的架构理念是否会崩溃,何时会崩溃,以及什么可以取代它们。不幸的是,在架构研究中,我们经常使用相当简单的底层技术节点模型,这限制了我们可视化技术发展的详细影响的能力。在本文中,我们从现有的工业披露中,开发了最近和当前技术以及未来趋势的金属堆栈的一致电气模型。我们将其与合理的布局策略结合起来,以准确地了解当今电线特性如何在架构决策中发挥作用。为了证明我们的模型(由于缺乏可靠的工业信息而必然是推测性的),我们使用它们来探索跨技术节点的典型体系结构家族的演变,并重新评估最基本的设计参数之一——即集群大小。我们注意到的影响实际上可以解释最近商业架构的一些变化。我们还观察到传统架构可能无法利用未来节点的性能改进。虽然概念上很简单,但这项研究表明,在向3nm节点发展的过程中,我们对fpga的理解将受到技术的深刻影响。
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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