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

Chenghao Yang, Zhongda Wang, Yinshui Xia +1

In the logic synthesis stage, structure transformations in the synthesis tool need to be combined into optimization sequences and act on the circuit to meet the specified circuit a…