Accelerate Model Parallel Deep Learning Training Using Effective Graph Traversal Order in Device Placement

TianZe Wang, Amir Hossein Payberah, Desta Haileselassie Hagos, Vladimir Vlassov. Accelerate Model Parallel Deep Learning Training Using Effective Graph Traversal Order in Device Placement. In David M. Eyers, Spyros Voulgaris, editors, Distributed Applications and Interoperable Systems: 22nd IFIP WG 6.1 International Conference, DAIS 2022, Held as Part of the 17th International Federated Conference on Distributed Computing Techniques, DisCoTec 2022, Lucca, Italy, June 13-17, 2022, Proceedings. Volume 13272 of Lecture Notes in Computer Science, pages 114-130, Springer, 2022. [doi]

@inproceedings{WangPHV22,
  title = {Accelerate Model Parallel Deep Learning Training Using Effective Graph Traversal Order in Device Placement},
  author = {TianZe Wang and Amir Hossein Payberah and Desta Haileselassie Hagos and Vladimir Vlassov},
  year = {2022},
  doi = {10.1007/978-3-031-16092-9_8},
  url = {https://doi.org/10.1007/978-3-031-16092-9_8},
  researchr = {https://researchr.org/publication/WangPHV22},
  cites = {0},
  citedby = {0},
  pages = {114-130},
  booktitle = {Distributed Applications and Interoperable Systems: 22nd IFIP WG 6.1 International Conference, DAIS 2022, Held as Part of the 17th International Federated Conference on Distributed Computing Techniques, DisCoTec 2022, Lucca, Italy, June 13-17, 2022, Proceedings},
  editor = {David M. Eyers and Spyros Voulgaris},
  volume = {13272},
  series = {Lecture Notes in Computer Science},
  publisher = {Springer},
  isbn = {978-3-031-16092-9},
}