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Increasing the mini-batch size for stochastic gradient descent offers significant opportunities to reduce wall-clock training time, but there are a variety of theoretical and systems challenges that impede the widespread success of this technique.
S. Hochreiter and J. Schmidhuber
1997
Earlier work this paper cites.
F. A. Gers, J. A. Schmidhuber, and F. A. Cummins
2000
Earlier work this paper cites.
Y. Bengio and Y. LeCun
2007
Earlier work this paper cites.
J. Deng, W. Dong, R. Socher, L.-J. Li, K. Li, and L. Fei-Fei
2009
Earlier work this paper cites.
A. Krizhevsky and G. Hinton
2009
Earlier work this paper cites.
L. Bottou
2010
Earlier work this paper cites.
A. Krizhevsky, I. Sutskever, and G. E. Hinton
2012
Earlier work this paper cites.
T. Sauer
2012
Earlier work this paper cites.
2014
Earlier work this paper cites.
M. Sandler, A. G. Howard, M. Zhu, A. Zhmoginov, and L. Chen
2014
Earlier work this paper cites.
2014
Earlier work this paper cites.
F. N. Iandola, K. Ashraf, M. W. Moskewicz, and K. Keutzer
2015
Earlier work this paper cites.
J. McAuley, C. Targett, Q. Shi, and A. van den Hengel
2015
Cited alongside, same era.
M. Cordts, M. Omran, S. Ramos, T. Rehfeld, M. Enzweiler, R. Benenson, U. Franke, S. Roth, and B. Schiele
2016
Cited alongside, same era.
2016
Cited alongside, same era.
K. He, X. Zhang, S. Ren, and J. Sun
2016
Cited alongside, same era.
P. H. Jin, Q. Yuan, F. N. Iandola, and K. Keutzer
2016
Cited alongside, same era.
N. S. Keskar, D. Mudigere, J. Nocedal, M. Smelyanskiy, and P. T. P. Tang
S. L. Smith, P.-J. Kindermans, and Q. V. Le
2017
Later among the works it cites.
Y. You, I. Gitman, and B. Ginsburg
2017
Later among the works it cites.
Y. You, Z. Zhang, C. Hsieh, and J. Demmel
2017
Later among the works it cites.
F. Yu, V. Koltun, and T. Funkhouser
2017
Later among the works it cites.
S. Jastrzebski, Z. Kenton, D. Arpit, N. Ballas, A. Fischer, Y. Bengio, and A. J. Storkey
2018
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2016
Cited alongside, same era.
S. Merity, C. Xiong, J. Bradbury, and R. Socher
2016
Cited alongside, same era.
2017
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A. Devarakonda, M. Naumov, and M. Garland
2017
Cited alongside, same era.
2017
Cited alongside, same era.
E. Hoffer, I. Hubara, and D. Soudry
2017
Cited alongside, same era.
S. Ma, R. Bassily, and M. Belkin
2017
Cited alongside, same era.
2018
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R. Puri, R. Kirby, N. Yakovenko, and B. Catanzaro
2018
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S. L. Smith and Q. V. Le
2018
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C. Xing, D. Arpit, C. Tsirigotis, and Y. Bengio
2018
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Z. Yao, A. Gholami, Q. Lei, K. Keutzer, and M. W. Mahoney
2018
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