Placement Optimization via PPA-Directed Graph Clustering

Author:

Lu Yi-Chen1,Yang Tian2,Lim Sung Kyu1,Ren Haoxing3

Affiliation:

1. Georgia Institute of Technology, Atlanta, GA, USA

2. Nvidia, Santa Clara, CA, USA

3. Nvidia, Austin, TX, USA

Publisher

ACM

Reference15 articles.

1. VLSI placement parameter optimization using deep reinforcement learning

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

3. A timing engine inspired graph neural network model for pre-routing slack prediction

4. Will Hamilton , Zhitao Ying , and Jure Leskovec . Inductive representation learning on large graphs. Advances in neural information processing systems, 30 , 2017 . Will Hamilton, Zhitao Ying, and Jure Leskovec. Inductive representation learning on large graphs. Advances in neural information processing systems, 30, 2017.

5. Diederik P Kingma and Jimmy Ba . Adam: A method for stochastic optimization. arXiv preprint arXiv:1412.6980 , 2014 . Diederik P Kingma and Jimmy Ba. Adam: A method for stochastic optimization. arXiv preprint arXiv:1412.6980, 2014.

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