AMSNet: Netlist Dataset for AMS Circuits

no code implementations • 15 May 2024 • Zhuofu Tao, Yichen Shi, Yiru Huo, Rui Ye, Zonghang Li, Li Huang, Chen Wu, Na Bai, Zhiping Yu, Ting-Jung Lin, Lei He

Today's analog/mixed-signal (AMS) integrated circuit (IC) designs demand substantial manual intervention.

RLPlanner: Reinforcement Learning based Floorplanning for Chiplets with Fast Thermal Analysis

no code implementations • 28 Dec 2023 • Yuanyuan Duan, Xingchen Liu, Zhiping Yu, Hanming Wu, Leilai Shao, Xiaolei Zhu

When integrated with our fast thermal evaluation method, RLPlanner achieves an average improvement of 20. 28\% in minimizing the target objective (a combination of wirelength and temperature), within a similar running time, compared to the classic simulated annealing method with HotSpot.

reinforcement-learning