Delta-DNN: Efficiently Compressing Deep Neural Networks via Exploiting Floats Similarity

Zhenbo Hu, Xiangyu Zou, Wen Xia, Sian Jin, Dingwen Tao, Yang Liu, Weizhe Zhang, Zheng Zhang. Delta-DNN: Efficiently Compressing Deep Neural Networks via Exploiting Floats Similarity. In José Nelson Amaral, Lizy Kurian John, Xipeng Shen, editors, ICPP 2020: 49th International Conference on Parallel Processing, Edmonton, AB, Canada, August 17-20, 2020. ACM, 2020. [doi]

@inproceedings{HuZXJTLZZ20,
  title = {Delta-DNN: Efficiently Compressing Deep Neural Networks via Exploiting Floats Similarity},
  author = {Zhenbo Hu and Xiangyu Zou and Wen Xia and Sian Jin and Dingwen Tao and Yang Liu and Weizhe Zhang and Zheng Zhang},
  year = {2020},
  doi = {10.1145/3404397.3404408},
  url = {https://doi.org/10.1145/3404397.3404408},
  researchr = {https://researchr.org/publication/HuZXJTLZZ20},
  cites = {0},
  citedby = {0},
  booktitle = {ICPP 2020: 49th International Conference on Parallel Processing, Edmonton, AB, Canada, August 17-20, 2020},
  editor = {José Nelson Amaral and Lizy Kurian John and Xipeng Shen},
  publisher = {ACM},
  isbn = {978-1-4503-8816-0},
}