IronMan: GNN-assisted Design Space Exploration in High-Level Synthesis via Reinforcement Learning

Nan Wu, Yuan Xie, Cong Hao

Despite the great success of High-Level Synthesis (HLS) tools, we observe several unresolved challenges: 1) the high-level abstraction of programming styles in HLS sometimes concea…