This repository presents source code necessary to reproduce the automation flow addressed in the following paper:
@inproceedings{Choi2018ISCAS_ProgressiveImgGen,
title={{Stochastic Functional Verification of DNN Design through Progressive Virtual Dataset Generation}},
author={Jinhang Choi and Kevin M. Irick and Justin Hardin and Weichao Qiu and Alan Yuille and Jack Sampson and Vijaykrishnan Narayanan},
note={IEEE International Symposium on Circuits and Systems (ISCAS)},
pages={1-5},
month={May},
year={2018},
doi = {10.1109/ISCAS.2018.8351686}
}
To run scripts included in this repository, you have to prepare for