Single-Batch CNN Training using Block Minifloats on FPGAs

Chuliang Guo, Binglei Lou, Xueyuan Liu, David Boland, Philip H. W. Leong. Single-Batch CNN Training using Block Minifloats on FPGAs. In Paolo Ienne, Zhiru Zhang, editors, Proceedings of the 2023 ACM/SIGDA International Symposium on Field Programmable Gate Arrays, FPGA 2023, Monterey, CA, USA, February 12-14, 2023. pages 53, ACM, 2023. [doi]

@inproceedings{GuoLLBL23,
  title = {Single-Batch CNN Training using Block Minifloats on FPGAs},
  author = {Chuliang Guo and Binglei Lou and Xueyuan Liu and David Boland and Philip H. W. Leong},
  year = {2023},
  doi = {10.1145/3543622.3573171},
  url = {https://doi.org/10.1145/3543622.3573171},
  researchr = {https://researchr.org/publication/GuoLLBL23},
  cites = {0},
  citedby = {0},
  pages = {53},
  booktitle = {Proceedings of the 2023 ACM/SIGDA International Symposium on Field Programmable Gate Arrays, FPGA 2023, Monterey, CA, USA, February 12-14, 2023},
  editor = {Paolo Ienne and Zhiru Zhang},
  publisher = {ACM},
  isbn = {978-1-4503-9417-8},
}