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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Bibliographic Details

Published in:	2022 IEEE/ACM International Conference On Computer Aided Design (ICCAD) pp. 1 - 9
Main Authors:	Feng, Chang, Lyu, Wenlong, Chen, Zhitang, Ye, Junjie, Yuan, Mingxuan, Hao, Jianye
Format:	Conference Proceeding
Language:	English
Published:	ACM 29.10.2022
Subjects:	Closed box Computational modeling Data models Machine learning Machine learning algorithms Measurement Recurrent neural networks
ISSN:	1558-2434
Online Access:	Get full text
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