AutoPhase: Juggling HLS Phase Orderings in Random Forests with Deep Reinforcement Learning

Ameer Haj Ali, Qijing (Jenny) Huang, William Moses, John Xiang, Krste Asanovic, John Wawrzynek, Ion Stoica. AutoPhase: Juggling HLS Phase Orderings in Random Forests with Deep Reinforcement Learning. In Inderjit S. Dhillon, Dimitris S. Papailiopoulos, Vivienne Sze, editors, Proceedings of Machine Learning and Systems 2020, MLSys 2020, Austin, TX, USA, March 2-4, 2020. mlsys.org, 2020. [doi]

@inproceedings{Haj-AliHMXAWS20,
  title = {AutoPhase: Juggling HLS Phase Orderings in Random Forests with Deep Reinforcement Learning},
  author = {Ameer Haj Ali and Qijing (Jenny) Huang and William Moses and John Xiang and Krste Asanovic and John Wawrzynek and Ion Stoica},
  year = {2020},
  url = {https://proceedings.mlsys.org/book/292.pdf},
  researchr = {https://researchr.org/publication/Haj-AliHMXAWS20},
  cites = {0},
  citedby = {0},
  booktitle = {Proceedings of Machine Learning and Systems 2020, MLSys 2020, Austin, TX, USA, March 2-4, 2020},
  editor = {Inderjit S. Dhillon and Dimitris S. Papailiopoulos and Vivienne Sze},
  publisher = {mlsys.org},
}