no code implementations • 29 Sep 2021 • Taehee Jeong, Elliott Delaye
Despite its simplicity, this method leads to promising results, improving both accuracy and hardware metrics.
Hardware Aware Neural Architecture Search Neural Architecture Search
no code implementations • 3 May 2021 • Zhi Chen, Cody Hao Yu, Trevor Morris, Jorn Tuyls, Yi-Hsiang Lai, Jared Roesch, Elliott Delaye, Vin Sharma, Yida Wang
Deep neural networks (DNNs) have been ubiquitously applied in many applications, and accelerators are emerged as an enabler to support the fast and efficient inference tasks of these applications.
no code implementations • 21 May 2018 • Sean O. Settle, Manasa Bollavaram, Paolo D'Alberto, Elliott Delaye, Oscar Fernandez, Nicholas Fraser, Aaron Ng, Ashish Sirasao, Michael Wu
Deep learning as a means to inferencing has proliferated thanks to its versatility and ability to approach or exceed human-level accuracy.