/pipe-bd

[DATE 2023] Pipe-BD: Pipelined Parallel Blockwise Distillation

Primary LanguagePythonMIT LicenseMIT

[DATE'23] Pipe-BD: Pipelined Parallel Blockwise Distillation [Paper][arXiv] [Poster]

Pipe-BD: Pipelined Parallel Blockwise Distillation

@INPROCEEDINGS{10137044,
  author={Jang, Hongsun and Jung, Jaewon and Song, Jaeyong and Yu, Joonsang and Kim, Youngsok and Lee, Jinho},
  booktitle={2023 Design, Automation & Test in Europe Conference & Exhibition (DATE)}, 
  title={Pipe-BD: Pipelined Parallel Blockwise Distillation}, 
  year={2023},
  pages={1-6},
  doi={10.23919/DATE56975.2023.10137044}}

News

TBD for model compression implementation.

Tasks

Task folder
Neural architecture search (NAS) /NAS
Model coompression [TBD]

Requirements

  • Pytorch 1.0
  • Python 3.6+