Batch Sequential Black-box Optimization with Embedding Alignment Cells for Logic Synthesis

During the logic synthesis flow of EDA, a sequence of graph transformation operators are applied to the circuits so that the Quality of Results (QoR) of the circuits highly depends on the chosen operators and their specific parameters in the sequence, making the search space operator-dependent and i...

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Veröffentlicht in:	2022 IEEE/ACM International Conference On Computer Aided Design (ICCAD) S. 1 - 9
Hauptverfasser:	Feng, Chang, Lyu, Wenlong, Chen, Zhitang, Ye, Junjie, Yuan, Mingxuan, Hao, Jianye
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	ACM 29.10.2022
Schlagworte:	Closed box Computational modeling Data models Machine learning Machine learning algorithms Measurement Recurrent neural networks
ISSN:	1558-2434
Online-Zugang:	Volltext
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