MMBench: Benchmarking End-to-End Multi-modal DNNs and Understanding Their Hardware-Software Implications

Cheng Xu, Xiaofeng Hou, Jiacheng Liu 0001, Chao Li 0009, Tianhao Huang, Xiaozhi Zhu, Mo Niu, Lingyu Sun, Peng Tang, Tongqiao Xu, Kwang-Ting Cheng, Minyi Guo. MMBench: Benchmarking End-to-End Multi-modal DNNs and Understanding Their Hardware-Software Implications. In IEEE International Symposium on Workload Characterization, IISWC 2023, Ghent, Belgium, October 1-3, 2023. pages 154-166, IEEE, 2023. [doi]

@inproceedings{XuHLLHZNSTXCG23,
  title = {MMBench: Benchmarking End-to-End Multi-modal DNNs and Understanding Their Hardware-Software Implications},
  author = {Cheng Xu and Xiaofeng Hou and Jiacheng Liu 0001 and Chao Li 0009 and Tianhao Huang and Xiaozhi Zhu and Mo Niu and Lingyu Sun and Peng Tang and Tongqiao Xu and Kwang-Ting Cheng and Minyi Guo},
  year = {2023},
  doi = {10.1109/IISWC59245.2023.00014},
  url = {https://doi.org/10.1109/IISWC59245.2023.00014},
  researchr = {https://researchr.org/publication/XuHLLHZNSTXCG23},
  cites = {0},
  citedby = {0},
  pages = {154-166},
  booktitle = {IEEE International Symposium on Workload Characterization, IISWC 2023, Ghent, Belgium, October 1-3, 2023},
  publisher = {IEEE},
  isbn = {979-8-3503-0317-9},
}