A Partition Based Gradient Compression Algorithm for Distributed Training in AIoT

Running Deep Neural Networks (DNNs) in distributed Internet of Things (IoT) nodes is a promising scheme to enhance the performance of IoT systems. However, due to the limited computing and communication resources of the IoT nodes, the communication efficiency of the distributed DNN training strategy...

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Detalles Bibliográficos
Autores principales: Guo, Bingjun, Liu, Yazhi, Zhang, Chunyang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7999038/
https://www.ncbi.nlm.nih.gov/pubmed/33801972
http://dx.doi.org/10.3390/s21061943

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7999038/
https://www.ncbi.nlm.nih.gov/pubmed/33801972
http://dx.doi.org/10.3390/s21061943

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