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On Large-Batch Training for Deep Learning: Generalization Gap and Sharp Minima

Authors: Nitish Shirish Keskar, Dheevatsa Mudigere, Jorge Nocedal, Mikhail Smelyanskiy, Ping Tak Peter Tang

Year: 2017

Venue: ICLR

Type: inproceedings

URL: https://arxiv.org/abs/1609.04836

arXiv: 1609.04836

Cite as: [@keskar2017large]

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BibTeX

@inproceedings{keskar2017large,
  title = {On Large-Batch Training for Deep Learning: Generalization Gap and Sharp Minima},
  author = {Nitish Shirish Keskar and Dheevatsa Mudigere and Jorge Nocedal and Mikhail Smelyanskiy and Ping Tak Peter Tang},
  year = {2017},
  booktitle = {ICLR},
  url = {https://arxiv.org/abs/1609.04836}
}

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