Building a Performance Model for Deep Learning Recommendation Model Training on GPUs

Zhongyi Lin, Louis Feng, Ehsan K. Ardestani, Jaewon Lee, John Lundell, Changkyu Kim, Arun Kejariwal, John D. Owens. Building a Performance Model for Deep Learning Recommendation Model Training on GPUs. In 29th IEEE International Conference on High Performance Computing, Data, and Analytics, HiPC 2022, Bengaluru, India, December 18-21, 2022. pages 48-58, IEEE, 2022. [doi]

@inproceedings{LinFALLKKO22-0,
  title = {Building a Performance Model for Deep Learning Recommendation Model Training on GPUs},
  author = {Zhongyi Lin and Louis Feng and Ehsan K. Ardestani and Jaewon Lee and John Lundell and Changkyu Kim and Arun Kejariwal and John D. Owens},
  year = {2022},
  doi = {10.1109/HiPC56025.2022.00019},
  url = {https://doi.org/10.1109/HiPC56025.2022.00019},
  researchr = {https://researchr.org/publication/LinFALLKKO22-0},
  cites = {0},
  citedby = {0},
  pages = {48-58},
  booktitle = {29th IEEE International Conference on High Performance Computing, Data, and Analytics, HiPC 2022, Bengaluru, India, December 18-21, 2022},
  publisher = {IEEE},
  isbn = {978-1-6654-9423-6},
}