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...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	2022 IEEE/ACM International Conference On Computer Aided Design (ICCAD) S. 1 - 9
Hauptverfasser:	Baek, Kyeonghyeon, Park, Hyunbum, Kim, Suwan, Choi, Kyumyung, Kim, Taewhan
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	ACM 29.10.2022
Schlagworte:	Benchmark testing Data aggregation Feature extraction Graph neural networks Machine learning Predictive models Routing
ISSN:	1558-2434
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!