High-Level Synthesis Performance Prediction using GNNs: Benchmarking, Modeling, and Advancing

Nan Wu, Hang Yang, Yuan Xie +2

Agile hardware development requires fast and accurate circuit quality evaluation from early design stages. Existing work of high-level synthesis (HLS) performance prediction usuall…