UCNN: Exploiting Computational Reuse in Deep Neural Networks via Weight Repetition

Kartik Hegde, Jiyong Yu, Rohit Agrawal, Mengjia Yan, Michael Pellauer, Christopher W. Fletcher. UCNN: Exploiting Computational Reuse in Deep Neural Networks via Weight Repetition. In Murali Annavaram, Timothy M. Pinkston, Babak Falsafi, editors, 45th ACM/IEEE Annual International Symposium on Computer Architecture, ISCA 2018, Los Angeles, CA, USA, June 1-6, 2018. pages 674-687, IEEE Computer Society, 2018. [doi]

@inproceedings{HegdeYAYPF18,
  title = {UCNN: Exploiting Computational Reuse in Deep Neural Networks via Weight Repetition},
  author = {Kartik Hegde and Jiyong Yu and Rohit Agrawal and Mengjia Yan and Michael Pellauer and Christopher W. Fletcher},
  year = {2018},
  doi = {10.1109/ISCA.2018.00062},
  url = {http://doi.ieeecomputersociety.org/10.1109/ISCA.2018.00062},
  researchr = {https://researchr.org/publication/HegdeYAYPF18},
  cites = {0},
  citedby = {0},
  pages = {674-687},
  booktitle = {45th ACM/IEEE Annual International Symposium on Computer Architecture, ISCA 2018, Los Angeles, CA, USA, June 1-6, 2018},
  editor = {Murali Annavaram and Timothy M. Pinkston and Babak Falsafi},
  publisher = {IEEE Computer Society},
  isbn = {978-1-5386-5984-7},
}