Understanding Soft Error Sensitivity of Deep Learning Models and Frameworks through Checkpoint Alteration

Elvis Rojas, Diego Pérez, Jon C. Calhoun, Leonardo Bautista-Gomez, Terry Jones, Esteban Meneses. Understanding Soft Error Sensitivity of Deep Learning Models and Frameworks through Checkpoint Alteration. In IEEE International Conference on Cluster Computing, CLUSTER 2021, Portland, OR, USA, September 7-10, 2021. pages 492-503, IEEE, 2021. [doi]

@inproceedings{RojasPCBJM21,
  title = {Understanding Soft Error Sensitivity of Deep Learning Models and Frameworks through Checkpoint Alteration},
  author = {Elvis Rojas and Diego Pérez and Jon C. Calhoun and Leonardo Bautista-Gomez and Terry Jones and Esteban Meneses},
  year = {2021},
  doi = {10.1109/Cluster48925.2021.00045},
  url = {https://doi.org/10.1109/Cluster48925.2021.00045},
  researchr = {https://researchr.org/publication/RojasPCBJM21},
  cites = {0},
  citedby = {0},
  pages = {492-503},
  booktitle = {IEEE International Conference on Cluster Computing, CLUSTER 2021, Portland, OR, USA, September 7-10, 2021},
  publisher = {IEEE},
  isbn = {978-1-7281-9666-4},
}