Publications
If you use SCALE-Sim v2 in your research, we would appreciate a citation to the
@inproceedings{samajdar2020systematic,
title={A systematic methodology for characterizing
scalability of DNN accelerators using SCALE-sim},
author={Samajdar, Ananda and Joseph, Jan Moritz and
Zhu, Yuhao and Whatmough, Paul and Mattina, Matthew
and Krishna, Tushar},
booktitle={2020 IEEE International Symposium on Performance
Analysis of Systems and Software (ISPASS)},
pages={58--68},
year={2020},
organization={IEEE}
}
in any publications you produce. The reference for SCALE-Sim v.1 is
@article{samajdar2018scale,
title={SCALE-Sim: Systolic CNN Accelerator Simulator},
author={Samajdar, Ananda and Zhu, Yuhao and Whatmough, Paul
and Mattina, Matthew and Krishna, Tushar},
journal={arXiv preprint arXiv:1811.02883},
year={2018}
}
Original Papers
- A Systematic Methodology for Characterizing Scalability of DNN Accelerators using SCALE-Sim. A. Samajdar, J. M. Joseph, Y. Zhu, P. Whatmough, M. Mattina and T. Krishna. 2020 IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS), Boston, MA, USA, 2020, pp. 58-68.
- SCALE-Sim: Systolic CNN Accelerator Simulator. Ananda Samajdar, Yuhao Zhu, Paul Whatmough, Matthew Mattina, Tushar Krishna.