MAFAT: Memory-Aware Fusing and Tiling of Neural Networks for Accelerated Edge Inference

Jackson Farley, Andreas Gerstlauer. MAFAT: Memory-Aware Fusing and Tiling of Neural Networks for Accelerated Edge Inference. In Stefan Henkler, Márcio Eduardo Kreutz, Marco A. Wehrmeister, Marcelo Götz, Achim Rettberg, editors, Designing Modern Embedded Systems: Software, Hardware, and Applications - 7th IFIP TC 10 International Embedded Systems Symposium, IESS 2022, Lippstadt, Germany, November 3-4, 2022, Proceedings. Volume 669 of IFIP Advances in Information and Communication Technology, pages 78-88, Springer, 2022. [doi]

@inproceedings{FarleyG22,
  title = {MAFAT: Memory-Aware Fusing and Tiling of Neural Networks for Accelerated Edge Inference},
  author = {Jackson Farley and Andreas Gerstlauer},
  year = {2022},
  doi = {10.1007/978-3-031-34214-1_7},
  url = {https://doi.org/10.1007/978-3-031-34214-1_7},
  researchr = {https://researchr.org/publication/FarleyG22},
  cites = {0},
  citedby = {0},
  pages = {78-88},
  booktitle = {Designing Modern Embedded Systems: Software, Hardware, and Applications - 7th IFIP TC 10 International Embedded Systems Symposium, IESS 2022, Lippstadt, Germany, November 3-4, 2022, Proceedings},
  editor = {Stefan Henkler and Márcio Eduardo Kreutz and Marco A. Wehrmeister and Marcelo Götz and Achim Rettberg},
  volume = {669},
  series = {IFIP Advances in Information and Communication Technology},
  publisher = {Springer},
  isbn = {978-3-031-34214-1},
}