Learning to Design Accurate Deep Learning Accelerators with Inaccurate Multipliers

Paras Jain 0001, Safeen Huda, Martin Maas 0001, Joseph E. Gonzalez, Ion Stoica, Azalia Mirhoseini. Learning to Design Accurate Deep Learning Accelerators with Inaccurate Multipliers. In Cristiana Bolchini, Ingrid Verbauwhede, Ioana Vatajelu, editors, 2022 Design, Automation & Test in Europe Conference & Exhibition, DATE 2022, Antwerp, Belgium, March 14-23, 2022. pages 184-189, IEEE, 2022. [doi]

@inproceedings{JainHMGSM22,
  title = {Learning to Design Accurate Deep Learning Accelerators with Inaccurate Multipliers},
  author = {Paras Jain 0001 and Safeen Huda and Martin Maas 0001 and Joseph E. Gonzalez and Ion Stoica and Azalia Mirhoseini},
  year = {2022},
  doi = {10.23919/DATE54114.2022.9774607},
  url = {https://doi.org/10.23919/DATE54114.2022.9774607},
  researchr = {https://researchr.org/publication/JainHMGSM22},
  cites = {0},
  citedby = {0},
  pages = {184-189},
  booktitle = {2022 Design, Automation & Test in Europe Conference & Exhibition, DATE 2022, Antwerp, Belgium, March 14-23, 2022},
  editor = {Cristiana Bolchini and Ingrid Verbauwhede and Ioana Vatajelu},
  publisher = {IEEE},
  isbn = {978-3-9819263-6-1},
}