@article{largescaledeeplearningoptimizationsa,
  title = {Large-Scale Deep Learning Optimizations: A Comprehensive Survey},
  author = {Xiaoxin He and Fuzhao Xue and Xiaozhe Ren and Yang You},
  year = {2021},
  eprint = {2111.00856},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2111.00856v2},
}