Thales: Formulating and Estimating Architectural Vulnerability Factors for DNN Accelerators

This repository contains code for our framework Thales, which can be utilized to estimate the vulnerability of different DNN accelerators to soft-errors.

Publication

@article{tyagi2022thales,
  title={Thales: Formulating and Estimating Architectural Vulnerability Factors for DNN Accelerators},
  author={Tyagi, Abhishek and Gan, Yiming and Liu, Shaoshan and Yu, Bo and Whatmough, Paul and Zhu, Yuhao},
  journal={arXiv preprint arXiv:2212.02649},
  year={2022}
}