Accelerating Transformer-based Deep Learning Models on FPGAs using Column Balanced Block Pruning

Hongwu Peng, Shaoyi Huang, Tong Geng, Ang Li, Weiwen Jiang, Hang Liu, Shusen Wang, Caiwen Ding. Accelerating Transformer-based Deep Learning Models on FPGAs using Column Balanced Block Pruning. In 22nd International Symposium on Quality Electronic Design, ISQED 2021, Santa Clara, CA, USA, April 7-9, 2021. pages 142-148, IEEE, 2021. [doi]

@inproceedings{PengHGLJLWD21,
  title = {Accelerating Transformer-based Deep Learning Models on FPGAs using Column Balanced Block Pruning},
  author = {Hongwu Peng and Shaoyi Huang and Tong Geng and Ang Li and Weiwen Jiang and Hang Liu and Shusen Wang and Caiwen Ding},
  year = {2021},
  doi = {10.1109/ISQED51717.2021.9424344},
  url = {https://doi.org/10.1109/ISQED51717.2021.9424344},
  researchr = {https://researchr.org/publication/PengHGLJLWD21},
  cites = {0},
  citedby = {0},
  pages = {142-148},
  booktitle = {22nd International Symposium on Quality Electronic Design, ISQED 2021, Santa Clara, CA, USA, April 7-9, 2021},
  publisher = {IEEE},
  isbn = {978-1-7281-7641-3},
}