EDA-schema: A Graph Datamodel Schema and Open Dataset for Digital Design Automation

Author:

Shrestha Pratik1ORCID,Aversa Alec2ORCID,Phatharodom Saran2ORCID,Savidis Ioannis2ORCID

Affiliation:

1. Department of Engineering, Drexel University, USA

2. Electrical and Computer Engineering, Drexel Univesity, USA

Publisher

ACM

Reference15 articles.

1. Machine Learning for Electronic Design Automation: A Survey

2. EDA-ML: Graph Representation Learning Framework for Digital IC Design Automation

3. [3] A. B. Chowdhury, B. Tan, R. Karri, and S. Garg, “OpenABC-D: A large-scale dataset for machine learning guided integrated circuit synthesis,” arXiv preprint arXiv:2110.11292, pp. 1–18, Oct. 2021.

4. [4] J. Jung, A. B. Kahng, S. Kim, and R. Varadarajan, “METRICS2.1 and flow tuning in the IEEE CEDA robust design flow and OpenROAD,” Proceedings of the IEEE/ACM International Conference On Computer Aided Design (ICCAD), pp. 1–9, Nov. 2021.

5. [5] C. Albrecht, “IWLS 2005 benchmarks,” In International Workshop for Logic Synthesis (IWLS): http://www.iwls.org, Jun. 2005.

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