Xianglong Lyu

The Policy-gradient Placement and Generative Routing Neural Networks for Chip Design

Placement and routing are two critical yet time-consuming steps of chip design in modern VLSI systems. Distinct from traditional heuristic solvers, this paper on one hand proposes an RL-based model for mixed-size macro placement, which differs from existing learning-based placers that often consider…