Reinforcement Learning within Tree Search for Fast Macro Placement

Z Geng, J Wang, Z Liu, S Xu, Z Tang… - … on Machine Learning, 2024 - openreview.net
Macro placement is a crucial step in modern chip design, and reinforcement learning (RL)
has recently emerged as a promising technique for improving the placement quality …

[HTML][HTML] AiMap+: Guiding Technology Mapping for ASICs via Learning Delay Prediction

J Liu, Q Zhao - Electronics, 2024 - mdpi.com
Technology mapping is an essential process in the Electronic Design Automation (EDA) flow
which aims to find an optimal implementation of a logic network from a technology library. In …

RTLRewriter: Methodologies for Large Models aided RTL Code Optimization

X Yao, Y Wang, X Li, Y Lian, R Chen, L Chen… - arXiv preprint arXiv …, 2024 - arxiv.org
Register Transfer Level (RTL) code optimization is crucial for enhancing the efficiency and
performance of digital circuits during early synthesis stages. Currently, optimization relies …