A Fully-Integrated Energy-Scalable Transformer Accelerator Supporting Adaptive Model Configuration and Word Elimination for Language Understanding on Edge Devices

Zexi Ji, HanRui Wang, Miaorong Wang, Win-San Khwa, Meng-Fan Chang, Song Han, Anantha P. Chandrakasan. A Fully-Integrated Energy-Scalable Transformer Accelerator Supporting Adaptive Model Configuration and Word Elimination for Language Understanding on Edge Devices. In IEEE/ACM International Symposium on Low Power Electronics and Design, ISLPED 2023, Vienna, Austria, August 7-8, 2023. pages 1-6, IEEE, 2023. [doi]

@inproceedings{JiWWKCHC23,
  title = {A Fully-Integrated Energy-Scalable Transformer Accelerator Supporting Adaptive Model Configuration and Word Elimination for Language Understanding on Edge Devices},
  author = {Zexi Ji and HanRui Wang and Miaorong Wang and Win-San Khwa and Meng-Fan Chang and Song Han and Anantha P. Chandrakasan},
  year = {2023},
  doi = {10.1109/ISLPED58423.2023.10244459},
  url = {https://doi.org/10.1109/ISLPED58423.2023.10244459},
  researchr = {https://researchr.org/publication/JiWWKCHC23},
  cites = {0},
  citedby = {0},
  pages = {1-6},
  booktitle = {IEEE/ACM International Symposium on Low Power Electronics and Design, ISLPED 2023, Vienna, Austria, August 7-8, 2023},
  publisher = {IEEE},
  isbn = {979-8-3503-1175-4},
}