Not All Layers Are Equal: A Layer-Wise Adaptive Approach Toward Large-Scale DNN Training

Yun-Yong Ko, Dongwon Lee 0001, Sang-Wook Kim. Not All Layers Are Equal: A Layer-Wise Adaptive Approach Toward Large-Scale DNN Training. In Frédérique Laforest, Raphaël Troncy, Elena Simperl, Deepak Agarwal, Aristides Gionis, Ivan Herman, Lionel Médini, editors, WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022. pages 1851-1859, ACM, 2022. [doi]

@inproceedings{Ko0K22,
  title = {Not All Layers Are Equal: A Layer-Wise Adaptive Approach Toward Large-Scale DNN Training},
  author = {Yun-Yong Ko and Dongwon Lee 0001 and Sang-Wook Kim},
  year = {2022},
  doi = {10.1145/3485447.3511989},
  url = {https://doi.org/10.1145/3485447.3511989},
  researchr = {https://researchr.org/publication/Ko0K22},
  cites = {0},
  citedby = {0},
  pages = {1851-1859},
  booktitle = {WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022},
  editor = {Frédérique Laforest and Raphaël Troncy and Elena Simperl and Deepak Agarwal and Aristides Gionis and Ivan Herman and Lionel Médini},
  publisher = {ACM},
  isbn = {978-1-4503-9096-5},
}