OneDSE: Metric-Conditioned Inverse Modeling and Active Search for Sample-Efficient DSE

Ritik Raj, Akshat Ramachandran, Danny Samuel +3

We identify two key challenges in prior CPU design space exploration (DSE) approaches: (a) short-horizon prediction is forward-only: modeling PPA metrics from design parameters whi…