no code implementations • 7 May 2023 • Ismail Bustany, Andrew B. Kahng, Ioannis Koutis, Bodhisatta Pramanik, Zhiang Wang
State-of-the-art hypergraph partitioners follow the multilevel paradigm that constructs multiple levels of progressively coarser hypergraphs that are used to drive cut refinement on each level of the hierarchy.
no code implementations • Machine Learning for CAD (MLCAD), ACM/IEEE Workshop 2019 • Upma Gandhi, Ismail Bustany, William Swartz, Dr. Laleh Behjat
In this work, we propose a data-independent reinforcement learning (RL) based routing model called Alpha-PD-Router, which learns to route a circuit and correct short violations.