ASPO: Constraint-Aware Bayesian Optimization for FPGA-based Soft Processors

Haoran Wu, Ce Guo, Wayne Luk +1

Bayesian Optimization (BO) has shown promise in tuning processor design parameters. However, standard BO does not support constraints involving categorical parameters such as types…