TY - GEN
T1 - D2D-GPT
T2 - 20th IEEE Asia Pacific Conference on Circuits and Systems and IEEE Asia Pacific Conference on Postgraduate Research in Microelectronics Electronics, APCCAS and PrimeAsia 2024
AU - Wang, Chao
AU - Zhang, Yunxiang
AU - Lu, Wangzilu
AU - Huang, Jiajie
AU - Zhang, Qing
AU - Yin, Minghui
AU - Zhang, Yuhang
AU - Li, Zhiqiang
AU - Li, Yongfu
N1 - Publisher Copyright:
© 2024 IEEE.
PY - 2024
Y1 - 2024
N2 - This paper investigates the use of fine-tuned ChatGPT, in Electronic Design Automation (EDA) for Design Rule Checking (DRC). As integrated circuits grow in complexity, so do the design rules, exacerbated by the diversity of EDA tools with unique DRC specifications. We introduce D2D-GPT, a unified tool leveraging ChatGPT's language capabilities to translate DRC specifications across different EDA platforms. This research focuses on optimizing input datasets - native DRC rules - to improve ChatGPT's translation accuracy and efficiency. Our objective is to streamline the EDA workflow, bridge gaps between various tools, and pave the way for more cohesive design processes in the semiconductor industry.
AB - This paper investigates the use of fine-tuned ChatGPT, in Electronic Design Automation (EDA) for Design Rule Checking (DRC). As integrated circuits grow in complexity, so do the design rules, exacerbated by the diversity of EDA tools with unique DRC specifications. We introduce D2D-GPT, a unified tool leveraging ChatGPT's language capabilities to translate DRC specifications across different EDA platforms. This research focuses on optimizing input datasets - native DRC rules - to improve ChatGPT's translation accuracy and efficiency. Our objective is to streamline the EDA workflow, bridge gaps between various tools, and pave the way for more cohesive design processes in the semiconductor industry.
KW - ChatGPT
KW - Design Rule Checking
KW - Electronic Design Automation
KW - Machine Learning
KW - Semiconductor Industry
UR - https://www.scopus.com/pages/publications/85216093628
U2 - 10.1109/APCCAS62602.2024.10808537
DO - 10.1109/APCCAS62602.2024.10808537
M3 - 会议稿件
AN - SCOPUS:85216093628
T3 - APCCAS and PrimeAsia 2024 - 2024 IEEE 20th Asia Pacific Conference on Circuits and Systems and IEEE Asia Pacific Conference on Postgraduate Research in Microelectronics Electronics, Proceeding
SP - 110
EP - 114
BT - APCCAS and PrimeAsia 2024 - 2024 IEEE 20th Asia Pacific Conference on Circuits and Systems and IEEE Asia Pacific Conference on Postgraduate Research in Microelectronics Electronics, Proceeding
PB - Institute of Electrical and Electronics Engineers Inc.
Y2 - 7 November 2024 through 9 November 2024
ER -