On the Evaluation of Energy-Efficient Deep Learning Using Stacked Autoencoders on Mobile GPUs

Over the last years, deep learning architectures have gained attention by winning important international detection and classification challenges. However, due to high levels of energy consumption, the need to use low-power devices at acceptable throughput performance is higher than ever. This paper...

Full description

Bibliographic Details
Main Author: Falcao, Gabriel (author)
Other Authors: Alexandre, Luís (author), Marques, J. (author), Frazão, Xavier (author), Maria, J. (author)
Format: conferenceObject
Language:eng
Published: 2020
Subjects:
Parallel processing
Mobile GPU
Low-power
Energy savings
Deep Learning
Stacked Autoencoders
Online Access:http://hdl.handle.net/10400.6/8152
Country:Portugal
Oai:oai:ubibliorum.ubi.pt:10400.6/8152

Internet

http://hdl.handle.net/10400.6/8152

Similar Items