AUTOTRAINER: An Automatic DNN Training Problem Detection and Repair System

With machine learning models especially Deep Neural Network (DNN) models becoming an integral part of the new intelligent software, new tools to support their engineering process are in high demand. Existing DNN debugging tools are either post-training which wastes a lot of time training a buggy mod...

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Bibliographic Details

Published in:	Proceedings / International Conference on Software Engineering pp. 359 - 371
Main Authors:	Zhang, Xiaoyu, Zhai, Juan, Ma, Shiqing, Shen, Chao
Format:	Conference Proceeding
Language:	English
Published:	IEEE 01.05.2021
Subjects:	deep learning training Maintenance engineering Monitoring Recurrent neural networks Software Software engineering software tools Training
ISBN:	1665402962, 9781665402965
ISSN:	1558-1225
Online Access:	Get full text
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