DeepSpeed Data Efficiency: Improving Deep Learning Model Quality and Training Efficiency via Efficient Data Sampling and Routing

Cite

Text

Li et al. "DeepSpeed Data Efficiency: Improving Deep Learning Model Quality and Training Efficiency via Efficient Data Sampling and Routing." AAAI Conference on Artificial Intelligence, 2024. doi:10.1609/AAAI.V38I16.29810

Markdown

[Li et al. "DeepSpeed Data Efficiency: Improving Deep Learning Model Quality and Training Efficiency via Efficient Data Sampling and Routing." AAAI Conference on Artificial Intelligence, 2024.](https://mlanthology.org/aaai/2024/li2024aaai-deepspeed/) doi:10.1609/AAAI.V38I16.29810

BibTeX

@inproceedings{li2024aaai-deepspeed,
  title     = {{DeepSpeed Data Efficiency: Improving Deep Learning Model Quality and Training Efficiency via Efficient Data Sampling and Routing}},
  author    = {Li, Conglong and Yao, Zhewei and Wu, Xiaoxia and Zhang, Minjia and Holmes, Connor and Li, Cheng and He, Yuxiong},
  booktitle = {AAAI Conference on Artificial Intelligence},
  year      = {2024},
  pages     = {18490-18498},
  doi       = {10.1609/AAAI.V38I16.29810},
  url       = {https://mlanthology.org/aaai/2024/li2024aaai-deepspeed/}
}