PTPT: Physical Design Tool Parameter Tuning via Multi-Objective Bayesian Optimization

Physical design flow through associated electronic design automation (EDA) tools plays an imperative role in the advanced integrated circuit design. Mostly, the parameters fed into physical design tools are mainly manually picked based on the domain knowledge of the experts. Nevertheless, owing to t...

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Vydáno v:	IEEE transactions on computer-aided design of integrated circuits and systems Ročník 42; číslo 1; s. 178 - 189
Hlavní autoři:	Geng, Hao, Chen, Tinghuan, Ma, Yuzhe, Zhu, Binwu, Yu, Bei
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	New York IEEE 01.01.2023 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Témata:	Bayes methods Bayesian analysis Circuit design Complexity Configuration management Delays Design optimization Design parameters Electronic design automation Integrated circuits Mathematical models Measurement Multi-objective Bayesian optimization (BO) multi-task Gaussian process Multiple objective analysis Multitasking Optimization Physical design tool parameter tuning Tuning
ISSN:	0278-0070, 1937-4151
On-line přístup:	Získat plný text
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