Impact of Training Set Batch Size on the Performance of Convolutional Neural Networks for Diverse Datasets

A problem of improving the performance of convolutional neural networks is considered. A parameter of the training set is investigated. The parameter is the batch size. The goal is to find an impact of training set batch size on the performance. To get consistent results, diverse datasets are used....

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Bibliografische gegevens
Hoofdauteur: Radiuk Pavlo M.
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: RTU PRESS 2017-12-01
Reeks:Information Technology and Management Science
Onderwerpen:
Batch size
convolutional neural network
dataset
testing accuracy
Online toegang:http://www.degruyter.com/view/j/itms.2017.20.issue-1/itms-2017-0003/itms-2017-0003.xml?format=INT
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