Doing more by doing less: how structured partial backpropagation improves deep learning clusters

Adarsh Kumar 0001, Kausik Subramanian, Shivaram Venkataraman, Aditya Akella. Doing more by doing less: how structured partial backpropagation improves deep learning clusters. In DistributedML '21: Proceedings of the 2nd ACM International Workshop on Distributed Machine Learning, Virtual Event / Munich, Germany, 7 December 2021. pages 15-21, ACM, 2021. [doi]

@inproceedings{0001SVA21,
  title = {Doing more by doing less: how structured partial backpropagation improves deep learning clusters},
  author = {Adarsh Kumar 0001 and Kausik Subramanian and Shivaram Venkataraman and Aditya Akella},
  year = {2021},
  doi = {10.1145/3488659.3493778},
  url = {https://doi.org/10.1145/3488659.3493778},
  researchr = {https://researchr.org/publication/0001SVA21},
  cites = {0},
  citedby = {0},
  pages = {15-21},
  booktitle = {DistributedML '21: Proceedings of the 2nd ACM International Workshop on Distributed Machine Learning, Virtual Event / Munich, Germany, 7 December 2021},
  publisher = {ACM},
  isbn = {978-1-4503-9134-4},
}