Pin Accessibility and Routing Congestion Aware DRC Hotspot Prediction using Graph Neural Network and U-Net

An accurate DRC (design rule check) hotspot prediction at the placement stage is essential in order to reduce a substantial amount of design time required for the iterations of placement and routing. It is known that for implementing chips with advanced technology nodes, (1) pin accessibility and (2...

Full description

Bibliographic Details

Published in:	2022 IEEE/ACM International Conference On Computer Aided Design (ICCAD) pp. 1 - 9
Main Authors:	Baek, Kyeonghyeon, Park, Hyunbum, Kim, Suwan, Choi, Kyumyung, Kim, Taewhan
Format:	Conference Proceeding
Language:	English
Published:	ACM 29.10.2022
Subjects:	Benchmark testing Data aggregation Feature extraction Graph neural networks Machine learning Predictive models Routing
ISSN:	1558-2434
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!