Congestion and Timing Aware Macro Placement Using Machine Learning Predictions from Different Data Sources

Author:

Gao Xiang1,Jiang Yi-Min1,Shao Lixin1,Raspopovic Pedja1,Verbeek Menno E.1,Sharma Manish1,Rashingkar Vineet1,Jalota Amit1

Affiliation:

1. Synopsys Inc., Mountain View, CA, USA

Publisher

ACM

Reference36 articles.

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3. A. B. Kahng , UCSD Depts . of CSE and ECE, La Jolla, CA 92093-0404 USA, abk@eng.ucsd.edu https://vlsicad.ucsd.edu/?abk/. 2021 . Advancing Placement. In Proceedings of the 2021 International Symposium on Physical Design (ISPD '21) , March 22 --24 , 2021 , Virtual Event, USA. ACM, New York, NY, USA, 8 pages. https://doi.org/10.1145/3439706.3446884 A. B. Kahng, UCSD Depts. of CSE and ECE, La Jolla, CA 92093-0404 USA, abk@eng.ucsd.edu https://vlsicad.ucsd.edu/?abk/. 2021. Advancing Placement. In Proceedings of the 2021 International Symposium on Physical Design (ISPD '21), March 22--24, 2021, Virtual Event, USA. ACM, New York, NY, USA, 8 pages. https://doi.org/10.1145/3439706.3446884

4. Machine Learning for Electronic Design Automation;Huang G.;A Survey.,2021

5. Y. Lin , Z. Jiang , J. Gu , W. Li , S. Dhar , H. Ren , B. Khailany , and D. Z. Pan , " Dreamplace: Deep learning toolkit-enabled gpu acceleration for modern vlsi placement," IEEE TCAD , pp. 1 -- 1 , 2020 . Y. Lin, Z. Jiang, J. Gu, W. Li, S. Dhar, H. Ren, B. Khailany, and D. Z. Pan, "Dreamplace: Deep learning toolkit-enabled gpu acceleration for modern vlsi placement," IEEE TCAD, pp. 1--1, 2020.

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