Placement Optimization via PPA-Directed Graph Clustering
Author:
Affiliation:
1. Georgia Institute of Technology, Atlanta, GA, USA
2. Nvidia, Santa Clara, CA, USA
3. Nvidia, Austin, TX, USA
Publisher
ACM
Link
https://dl.acm.org/doi/pdf/10.1145/3551901.3556482
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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