Transforming Global Routing Report into DRC Violation Map with Convolutional Neural Network

Wei-Tse Hung
Wei-Tse Hung
Jun-Yang Huang
Jun-Yang Huang
Yih-Chih Chou
Yih-Chih Chou
Cheng-Hong Tsai
Cheng-Hong Tsai

ISPD '20: International Symposium on Physical Design Taipei Taiwan September, 2020, pp. 57-64, 2020.

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Abstract:

In this paper, we have proposed a machine-learning framework to predict the DRC-violation map of a given design resulting from its detailed routing based on the congestion report resulting from its global routing. The proposed framework utilizes convolutional neural network as its core technique to train this prediction model. The trainin...More

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