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What is Transformer-Based Circuit Design Method about?

This document presents a novel approach to circuit design by treating circuit components as point clouds and utilizing Transformer-based methods for feature extraction, overcoming limitations of previous CNN and GNN methods. The proposed CircuitFormer model allows for end-to-end training without preprocessing, achieving state-of-the-art performance in congestion and design rule check violation prediction tasks on the CircuitNet and ISPD2015 datasets. The authors provide source codes and pre-trained models t

Author

a17821851637

Language

EN