29 citations · 30 across the 2 of their papers we have counts for
3 papers
cs.PL2021★ 29 cited
UNIT: Unifying Tensorized Instruction Compilation
Jian Weng, Animesh Jain, Jie Wang +3
Because of the increasing demand for computation in DNN, researchers develope both hardware and software mechanisms to reduce the compute and memory burden. A widely adopted approa…
cs.DC2019★ 1 cited
Exploiting Fine-Grain Ordered Parallelism in Dense Matrix Algorithms
Jian Weng, Vidushi Dadu, Tony Nowatzki
Dense linear algebra kernels are critical for wireless applications, and the oncoming proliferation of 5G only amplifies their importance. Many such matrix algorithms are inductive…
cs.AR2016
Open-source Hardware: Opportunities and Challenges
Gagan Gupta, Tony Nowatzki, Vinay Gangadhar +1
Innovation in hardware is slowing due to rising costs of chip design and diminishing benefits from Moore's law and Dennard scaling. Software innovation, on the other hand, is flour…