The prediction of the quality of results in Logic Synthesis using Transformer and Graph Neural Networks

no code implementations • 23 Jul 2022 • Chenghao Yang, Zhongda Wang, Yinshui Xia, Zhufei Chu

Furthermore, the Transformer and GNNs are adopted as a joint learning policy for the QoR prediction of the unseen circuit-optimization sequences.