CowClip: Reducing CTR Prediction Model Training Time from 12 Hours to 10 Minutes on 1 GPU

Zangwei Zheng, Pengtai Xu, Xuan Zou, Da Tang, Zhen Li, Chenguang Xi, Peng Wu, Leqi Zou, Yijie Zhu, Ming Chen, Xiangzhuo Ding, Fuzhao Xue, Ziheng Qin, Youlong Cheng, Yang You

AAAI 2023 pp. 11390-11398

doi:10.1609/AAAI.V37I9.26347 /aaai/2023/zheng2023aaai-cowclip/

AAAI Semantic Scholar

Cite

Text

Zheng et al. "CowClip: Reducing CTR Prediction Model Training Time from 12 Hours to 10 Minutes on 1 GPU." AAAI Conference on Artificial Intelligence, 2023. doi:10.1609/AAAI.V37I9.26347

Markdown

[Zheng et al. "CowClip: Reducing CTR Prediction Model Training Time from 12 Hours to 10 Minutes on 1 GPU." AAAI Conference on Artificial Intelligence, 2023.](https://mlanthology.org/aaai/2023/zheng2023aaai-cowclip/) doi:10.1609/AAAI.V37I9.26347

BibTeX

@inproceedings{zheng2023aaai-cowclip,
  title     = {{CowClip: Reducing CTR Prediction Model Training Time from 12 Hours to 10 Minutes on 1 GPU}},
  author    = {Zheng, Zangwei and Xu, Pengtai and Zou, Xuan and Tang, Da and Li, Zhen and Xi, Chenguang and Wu, Peng and Zou, Leqi and Zhu, Yijie and Chen, Ming and Ding, Xiangzhuo and Xue, Fuzhao and Qin, Ziheng and Cheng, Youlong and You, Yang},
  booktitle = {AAAI Conference on Artificial Intelligence},
  year      = {2023},
  pages     = {11390-11398},
  doi       = {10.1609/AAAI.V37I9.26347},
  url       = {https://mlanthology.org/aaai/2023/zheng2023aaai-cowclip/}
}