DISTRIBUTED CONVOLUTIONAL NEURAL NETWORK MODEL ON RESOURCE-CONSTRAINED CLUSTER

DISTRIBUTED CONVOLUTIONAL NEURAL NETWORK MODEL ON RESOURCE-CONSTRAINED CLUSTER

Subject of Research. The paper presents the distributed deep learning particularly convolutional neural network problem for resource-constrained devices. General architecture of convolutional neural network and its specificity is considered, existing constraints that appear while the deployment proc...

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Bibliographic Details
Main Authors: Rezeda R. Khaydarova, Dmitry I. Mouromtsev, Maxim V. Lapaev, Vladislav D. Fishenko
Format: Article
Language:English
Published: Saint Petersburg National Research University of Information Technologies, Mechanics and Optics (ITMO University) 2020-10-01
Series:Naučno-tehničeskij Vestnik Informacionnyh Tehnologij, Mehaniki i Optiki
Subjects:
convolutional neural network
cluster
scheduler
distributed convolutional neural network
deep learning
Online Access:https://ntv.ifmo.ru/file/article/19944.pdf

Internet

https://ntv.ifmo.ru/file/article/19944.pdf

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