公开(公告)号：US12019971B2

公开(公告)日：2024-06-25

申请号：US18183056

申请日：2023-03-13

Applicant: Taiwan Semiconductor Manufacturing Co., Ltd.

Inventor： Yi-Lin Chuang ,  Szu-ju Huang ,  Shih-Yao Lin ,  Shih Feng Hung ,  Yin-An Chen

IPC: G06F30/398 ,  G06F30/327 ,  G06F30/3315 ,  G06F30/394 ,  G06F30/396 ,  G06N5/04 ,  G06N20/00 ,  G06F119/12

CPC classification number: G06F30/398 ,  G06F30/327 ,  G06F30/394 ,  G06N5/04 ,  G06N20/00 ,  G06F30/3315 ,  G06F30/396 ,  G06F2119/12

Abstract: A violation prediction system includes machine learning circuitry trained based on past data to predict the presence of violations in electronic device designs after routing has been performed. The machine learning circuitry configured to predict, based on the past data and a pre-routing layout of an electronic device design, whether one or more violations would be present in in the electronic device design due to routing of the layout.