DeepClone: Lightweight State Replication of Deep Learning Models for Data Parallel Training

Bogdan Nicolae, Justin M. Wozniak, Matthieu Dorier, Franck Cappello. DeepClone: Lightweight State Replication of Deep Learning Models for Data Parallel Training. In IEEE International Conference on Cluster Computing, CLUSTER 2020, Kobe, Japan, September 14-17, 2020. pages 226-236, IEEE, 2020. [doi]

@inproceedings{NicolaeWDC20,
  title = {DeepClone: Lightweight State Replication of Deep Learning Models for Data Parallel Training},
  author = {Bogdan Nicolae and Justin M. Wozniak and Matthieu Dorier and Franck Cappello},
  year = {2020},
  doi = {10.1109/CLUSTER49012.2020.00033},
  url = {https://doi.org/10.1109/CLUSTER49012.2020.00033},
  researchr = {https://researchr.org/publication/NicolaeWDC20},
  cites = {0},
  citedby = {0},
  pages = {226-236},
  booktitle = {IEEE International Conference on Cluster Computing, CLUSTER 2020, Kobe, Japan, September 14-17, 2020},
  publisher = {IEEE},
  isbn = {978-1-7281-6677-3},
}