no code implementations • 28 Feb 2022 • Junchi Yan, Xianglong Lyu, Ruoyu Cheng, Yibo Lin
Placement and routing are two indispensable and challenging (NP-hard) tasks in modern chip design flows.
2 code implementations • NeurIPS 2021 • Ruoyu Cheng, Junchi Yan
To achieve end-to-end placement learning, we first propose a joint learning method termed by DeepPlace for the placement of macros and standard cells, by the integration of reinforcement learning with a gradient based optimization scheme.