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...

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Detalhes bibliográficos
Autor principal: Falcao, Gabriel (author)
Outros Autores: Alexandre, Luís (author), Marques, J. (author), Frazão, Xavier (author), Maria, J. (author)
Formato: conferenceObject
Idioma:eng
Publicado em: 2020
Assuntos:
Parallel processing
Mobile GPU
Low-power
Energy savings
Deep Learning
Stacked Autoencoders
Texto completo:http://hdl.handle.net/10400.6/8152
País:Portugal
Oai:oai:ubibliorum.ubi.pt:10400.6/8152

Texto Completo

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

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