@article{deepspeeddataefficiencyimprovingdeep,
  title = {DeepSpeed Data Efficiency: Improving Deep Learning Model Quality and Training Efficiency via Efficient Data Sampling and Routing},
  author = {Conglong Li and Zhewei Yao and Xiaoxia Wu and Minjia Zhang and Connor Holmes and Cheng Li and Yuxiong He},
  year = {2022},
  eprint = {2212.03597},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2212.03597v3},
}