Preroutgnn for timing prediction with order preserving partition: Global circuit pre-training, local delay learning and attentional cell modeling

R Zhong, J Ye, Z Tang, S Kai, M Yuan, J Hao… - Proceedings of the AAAI …, 2024 - ojs.aaai.org
Pre-routing timing prediction has been recently studied for evaluating the quality of a
candidate cell placement in chip design. It involves directly estimating the timing metrics for …

ReLS: Retrieval Is Efficient Knowledge Transfer For Logic Synthesis

R Liang, CT Ho, A Agnesina, WH Liu… - Proceedings of the 2024 …, 2024 - dl.acm.org
Design houses manage extensive collections of legacy synthesis data containing valuable
knowledge crucial for enhancing synthesis efficiency and performance. Effectively …