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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Bibliografiset tiedot
Päätekijä: Radiuk Pavlo M.
Aineistotyyppi: Artigo
Kieli:Inglês
Julkaistu: RTU PRESS 2017-12-01
Sarja:Information Technology and Management Science
Aiheet:
Batch size
convolutional neural network
dataset
testing accuracy
Linkit:http://www.degruyter.com/view/j/itms.2017.20.issue-1/itms-2017-0003/itms-2017-0003.xml?format=INT
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