MegTaiChi: dynamic tensor-based memory management optimization for DNN training

Zhongzhe Hu, Junmin Xiao, Zheye Deng, Mingyi Li, Kewei Zhang, Xiaoyang Zhang, Ke Meng, Ninghui Sun, Guangming Tan. MegTaiChi: dynamic tensor-based memory management optimization for DNN training. In Lawrence Rauchwerger, Kirk W. Cameron, Dimitrios S. Nikolopoulos, Dionisios N. Pnevmatikatos, editors, ICS '22: 2022 International Conference on Supercomputing, Virtual Event, June 28 - 30, 2022. ACM, 2022. [doi]

@inproceedings{HuXDLZZMST22,
  title = {MegTaiChi: dynamic tensor-based memory management optimization for DNN training},
  author = {Zhongzhe Hu and Junmin Xiao and Zheye Deng and Mingyi Li and Kewei Zhang and Xiaoyang Zhang and Ke Meng and Ninghui Sun and Guangming Tan},
  year = {2022},
  doi = {10.1145/3524059.3532394},
  url = {https://doi.org/10.1145/3524059.3532394},
  researchr = {https://researchr.org/publication/HuXDLZZMST22},
  cites = {0},
  citedby = {0},
  booktitle = {ICS '22: 2022 International Conference on Supercomputing, Virtual Event, June 28 - 30, 2022},
  editor = {Lawrence Rauchwerger and Kirk W. Cameron and Dimitrios S. Nikolopoulos and Dionisios N. Pnevmatikatos},
  publisher = {ACM},
  isbn = {978-1-4503-9281-5},
}