Timeloop: A Systematic Approach to DNN Accelerator Evaluation

Angshuman Parashar, Priyanka Raina, Yakun Sophia Shao, Yu-Hsin Chen, Victor A. Ying, Anurag Mukkara, Rangharajan Venkatesan, Brucek Khailany, Stephen W. Keckler, Joel S. Emer. Timeloop: A Systematic Approach to DNN Accelerator Evaluation. In IEEE International Symposium on Performance Analysis of Systems and Software, ISPASS 2019, Madison, WI, USA, March 24-26, 2019. pages 304-315, IEEE, 2019. [doi]

@inproceedings{ParasharRSCYMVK19,
  title = {Timeloop: A Systematic Approach to DNN Accelerator Evaluation},
  author = {Angshuman Parashar and Priyanka Raina and Yakun Sophia Shao and Yu-Hsin Chen and Victor A. Ying and Anurag Mukkara and Rangharajan Venkatesan and Brucek Khailany and Stephen W. Keckler and Joel S. Emer},
  year = {2019},
  doi = {10.1109/ISPASS.2019.00042},
  url = {https://doi.org/10.1109/ISPASS.2019.00042},
  researchr = {https://researchr.org/publication/ParasharRSCYMVK19},
  cites = {0},
  citedby = {0},
  pages = {304-315},
  booktitle = {IEEE International Symposium on Performance Analysis of Systems and Software, ISPASS 2019, Madison, WI, USA, March 24-26, 2019},
  publisher = {IEEE},
  isbn = {978-1-7281-0746-2},
}