Routing Topology and Time-Division Multiplexing Co-Optimization for Multi-FPGA Systems

Tung-Wei Lin, Wei-Chen Tai, Yu-Cheng Lin, I. Jiang
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引用次数: 2

Abstract

Time-division multiplexing (TDM) is widely used to overcome bandwidth limitations and thus enhances routability in multi-FPGA systems due to the shortage of I/O pins in an FPGA. However, multiplexed signals induce significant delays. To evaluate timing degradation, nets with similar criticalities are often grouped to form NetGroups. In this paper, we propose a framework concerning routing topology and time-division multiplexing co-optimization for multi-FPGA systems. The proposed framework first generates high-quality topologies considering Net-Group criticalities. Then, inspired by column generation, TDM ratio assignment is solved optimally by Lagrangian relaxation. Experimental results show that our approach outperforms the top three entries of ICCAD 2019 CAD Contest. Moreover, our TDM ratio assignment algorithm can further improve the results of the top three winners to almost as good as ours.
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多fpga系统的路由拓扑与时分复用协同优化
时分多路复用(TDM)被广泛用于克服带宽限制,从而提高多FPGA系统中由于FPGA的I/O引脚不足而导致的可达性。然而,多路复用信号会引起明显的延迟。为了评估时间退化,具有相似临界的网络通常被分组形成网络组。在本文中,我们提出了一个关于多fpga系统的路由拓扑和时分复用协同优化框架。所提出的框架首先考虑到网络-组的关键性,生成高质量的拓扑结构。然后,受列生成的启发,采用拉格朗日松弛法最优求解TDM比例分配问题。实验结果表明,我们的方法优于ICCAD 2019 CAD大赛的前三名。此外,我们的TDM比例分配算法可以进一步提高前三名的结果,几乎和我们的结果一样好。
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