Hierarchical Roofline Performance Analysis for Deep Learning Applications

Charlene Yang, Yunsong Wang, Thorsten Kurth, Steven Farrell, Samuel Williams 0001. Hierarchical Roofline Performance Analysis for Deep Learning Applications. In Kohei Arai, editor, Intelligent Computing - Proceedings of the 2021 Computing Conference, Volume 2, SAI 2021, Virtual Event, 15-16 July, 2021. Volume 284 of Lecture Notes in Networks and Systems, pages 473-491, Springer, 2021. [doi]

@inproceedings{YangWKF021,
  title = {Hierarchical Roofline Performance Analysis for Deep Learning Applications},
  author = {Charlene Yang and Yunsong Wang and Thorsten Kurth and Steven Farrell and Samuel Williams 0001},
  year = {2021},
  doi = {10.1007/978-3-030-80126-7_35},
  url = {https://doi.org/10.1007/978-3-030-80126-7_35},
  researchr = {https://researchr.org/publication/YangWKF021},
  cites = {0},
  citedby = {0},
  pages = {473-491},
  booktitle = {Intelligent Computing - Proceedings of the 2021 Computing Conference, Volume 2, SAI 2021, Virtual Event, 15-16 July, 2021},
  editor = {Kohei Arai},
  volume = {284},
  series = {Lecture Notes in Networks and Systems},
  publisher = {Springer},
  isbn = {978-3-030-80126-7},
}