Performance Characterization of Single and Multi GPU Training of U-Net Architecture for Medical Image Segmentation Tasks

Trupesh R. Patel, Sandeep Bodduluri, Thomas Anthony, William S. Monroe, Pravinkumar G. Kandhare, John-Paul Robinson, Arie Nakhmani, Chengcui Zhang, Surya P. Bhatt, Purushotham V. Bangalore. Performance Characterization of Single and Multi GPU Training of U-Net Architecture for Medical Image Segmentation Tasks. In Thomas R. Furlani, editor, Proceedings of the Practice and Experience in Advanced Research Computing on Rise of the Machines (learning), PEARC 2019, Chicago, IL, USA, July 28 - August 01, 2019. ACM, 2019. [doi]

@inproceedings{PatelBAMKRNZBB19,
  title = {Performance Characterization of Single and Multi GPU Training of U-Net Architecture for Medical Image Segmentation Tasks},
  author = {Trupesh R. Patel and Sandeep Bodduluri and Thomas Anthony and William S. Monroe and Pravinkumar G. Kandhare and John-Paul Robinson and Arie Nakhmani and Chengcui Zhang and Surya P. Bhatt and Purushotham V. Bangalore},
  year = {2019},
  doi = {10.1145/3332186.3333152},
  url = {https://doi.org/10.1145/3332186.3333152},
  researchr = {https://researchr.org/publication/PatelBAMKRNZBB19},
  cites = {0},
  citedby = {0},
  booktitle = {Proceedings of the Practice and Experience in Advanced Research Computing on Rise of the Machines (learning), PEARC 2019, Chicago, IL, USA, July 28 - August 01, 2019},
  editor = {Thomas R. Furlani},
  publisher = {ACM},
  isbn = {978-1-4503-7227-5},
}