Machine Learning at Facebook: Understanding Inference at the Edge

Carole-Jean Wu, David Brooks 0001, Kevin Chen, Douglas Chen, Sy Choudhury, Marat Dukhan, Kim M. Hazelwood, Eldad Isaac, Yangqing Jia, Bill Jia, Tommer Leyvand, Hao Lu, Yang Lu, Lin Qiao, Brandon Reagen, Joe Spisak, Fei Sun, Andrew Tulloch, Peter Vajda, Xiaodong Wang, Yanghan Wang, Bram Wasti, Yiming Wu, Ran Xian, Sungjoo Yoo, Peizhao Zhang. Machine Learning at Facebook: Understanding Inference at the Edge. In 25th IEEE International Symposium on High Performance Computer Architecture, HPCA 2019, Washington, DC, USA, February 16-20, 2019. pages 331-344, IEEE, 2019. [doi]

@inproceedings{WuBCCCDHIJJLLLQ19,
  title = {Machine Learning at Facebook: Understanding Inference at the Edge},
  author = {Carole-Jean Wu and David Brooks 0001 and Kevin Chen and Douglas Chen and Sy Choudhury and Marat Dukhan and Kim M. Hazelwood and Eldad Isaac and Yangqing Jia and Bill Jia and Tommer Leyvand and Hao Lu and Yang Lu and Lin Qiao and Brandon Reagen and Joe Spisak and Fei Sun and Andrew Tulloch and Peter Vajda and Xiaodong Wang and Yanghan Wang and Bram Wasti and Yiming Wu and Ran Xian and Sungjoo Yoo and Peizhao Zhang},
  year = {2019},
  doi = {10.1109/HPCA.2019.00048},
  url = {https://doi.org/10.1109/HPCA.2019.00048},
  researchr = {https://researchr.org/publication/WuBCCCDHIJJLLLQ19},
  cites = {0},
  citedby = {0},
  pages = {331-344},
  booktitle = {25th IEEE International Symposium on High Performance Computer Architecture, HPCA 2019, Washington, DC, USA, February 16-20, 2019},
  publisher = {IEEE},
  isbn = {978-1-7281-1444-6},
}