Timing macro modeling with graph neural networks

Author:

Chang Kevin Kai-Chun1,Chiang Chun-Yao1,Lee Pei-Yu2,Jiang Iris Hui-Ru1

Affiliation:

1. National Taiwan University, Taipei, Taiwan

2. Cadence Design Systems, Inc., Hsinchu, Taiwan

Funder

Taiwan Ministry of Science and Technology

Publisher

ACM

Reference17 articles.

1. Jin Hu , Song Chen , Xin Zhao , and Xi Chen. TAU 2016 timing contest on macro modeling. In International Workshop on Timing Issues in the Specification and Synthesis of Digital Systems (TAU) , 2016 . Jin Hu, Song Chen, Xin Zhao, and Xi Chen. TAU 2016 timing contest on macro modeling. In International Workshop on Timing Issues in the Specification and Synthesis of Digital Systems (TAU), 2016.

2. Automated timing model generation

3. LibAbs

4. A highly compressed timing macro-modeling algorithm for hierarchical and incremental timing analysis

5. Pei-Yu Lee and Iris Hui-Ru Jiang . iTimerM: A compact and accurate timing macro model for efficient hierarchical timing analysis. ACM Transactions on Design Automation of Electronic Systems (TODAES), 23(4):48:1--48:21 , 2018 . Pei-Yu Lee and Iris Hui-Ru Jiang. iTimerM: A compact and accurate timing macro model for efficient hierarchical timing analysis. ACM Transactions on Design Automation of Electronic Systems (TODAES), 23(4):48:1--48:21, 2018.

Cited by 3 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Machine Learning in EDA: When and How;2023 ACM/IEEE 5th Workshop on Machine Learning for CAD (MLCAD);2023-09-10

2. Lightning Talk: All Routes to Timing Closure;2023 60th ACM/IEEE Design Automation Conference (DAC);2023-07-09

3. Fast and Accurate Wire Timing Estimation Based on Graph Learning;2023 Design, Automation & Test in Europe Conference & Exhibition (DATE);2023-04

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