Energy Consumption Analysis of pruned Semantic Segmentation Networks on an Embedded GPU

Deep neural networks are the state of the art in many computer vision tasks. Their deployment in the context of autonomous vehicles is of particular interest, since their limitations in terms of energy consumption prohibit the use of very large networks, that typically reach the best performance. A...

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Veröffentlicht in:	arXiv.org
Hauptverfasser:	Tessier, Hugo, Gripon, Vincent, Léonardon, Mathieu, Arzel, Matthieu, Bertrand, David, Hannagan, Thomas
Format:	Paper
Sprache:	Englisch
Veröffentlicht:	Ithaca Cornell University Library, arXiv.org 13.06.2022
Schlagworte:	Artificial neural networks Computer vision Context Energy consumption Impact analysis Pruning Semantic segmentation
ISSN:	2331-8422
Online-Zugang:	Volltext
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