Cooperative inference analysis based on DNN convolutional kernel partitioning

Cooperative inference analysis based on DNN convolutional kernel partitioning

With the popularity of intelligent chip in the application of edge terminal devices, a large number of AI applications will be deployed on the edge of networks closer to data sources in the future.The method based on DNN partition can realize deep learning model training and deployment on resource-c...

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Bibliographic Details
Main Authors: Jialin ZHI, Yinglei TENG, Xinyang ZHANG, Tao NIU, Mei SONG
Format: Article
Language:zho
Published: China InfoCom Media Group 2022-12-01
Series:物联网学报
Subjects:
edge intelligence
deep neural network partition
cooperative computation
parallel partition
Online Access:http://www.wlwxb.com.cn/zh/article/doi/10.11959/j.issn.2096-3750.2022.00308/
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http://www.wlwxb.com.cn/zh/article/doi/10.11959/j.issn.2096-3750.2022.00308/

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