Superneurons: dynamic GPU memory management for training deep neural networks

Linnan Wang, Jinmian Ye, Yiyang Zhao, Wei Wu, Ang Li, Shuaiwen Leon Song, Zenglin Xu, Tim Kraska. Superneurons: dynamic GPU memory management for training deep neural networks. In Andreas Krall, Thomas R. Gross, editors, Proceedings of the 23rd ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, PPoPP 2018, Vienna, Austria, February 24-28, 2018. pages 41-53, ACM, 2018. [doi]

@inproceedings{WangYZWLSXK18,
  title = {Superneurons: dynamic GPU memory management for training deep neural networks},
  author = {Linnan Wang and Jinmian Ye and Yiyang Zhao and Wei Wu and Ang Li and Shuaiwen Leon Song and Zenglin Xu and Tim Kraska},
  year = {2018},
  doi = {10.1145/3178487.3178491},
  url = {http://doi.acm.org/10.1145/3178487.3178491},
  researchr = {https://researchr.org/publication/WangYZWLSXK18},
  cites = {0},
  citedby = {0},
  pages = {41-53},
  booktitle = {Proceedings of the 23rd ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, PPoPP 2018, Vienna, Austria, February 24-28, 2018},
  editor = {Andreas Krall and Thomas R. Gross},
  publisher = {ACM},
}