no code implementations • 21 Jan 2021 • Jian Weng, Animesh Jain, Jie Wang, Leyuan Wang, Yida Wang, Tony Nowatzki
However, it is hard to leverage mixed precision without hardware support because of the overhead of data casting.
no code implementations • 2 Jul 2020 • Shail Dave, Riyadh Baghdadi, Tony Nowatzki, Sasikanth Avancha, Aviral Shrivastava, Baoxin Li
Machine learning (ML) models are widely used in many important domains.
no code implementations • 7 Jun 2016 • Gagan Gupta, Tony Nowatzki, Vinay Gangadhar, Karthikeyan Sankaralingam
Innovation in hardware is slowing due to rising costs of chip design and diminishing benefits from Moore's law and Dennard scaling.
Hardware Architecture Computers and Society