Towards an Energy Consumption Index for Deep Learning Models: A Comparative Analysis of Architectures, GPUs, and Measurement Tools

The growing global demand for computational resources, particularly in Artificial Intelligence (AI) applications, raises increasing concerns about energy consumption and its environmental impact. This study introduces a newly developed energy consumption index that evaluates the energy efficiency of...

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Bibliographic Details
Published in:	Sensors (Basel, Switzerland) Vol. 25; no. 3; p. 846
Main Authors:	Aquino-Brítez, Sergio, García-Sánchez, Pablo, Ortiz, Andrés, Aquino-Brítez, Diego
Format:	Journal Article
Language:	English
Published:	Switzerland MDPI AG 30.01.2025 MDPI
Subjects:	Analysis Artificial intelligence convolutional neural network deep learning Emissions Energy consumption Energy efficiency green computing Machine learning Neural networks Spain deep learning green computing machine learning convolutional neural network energy efficiency
ISSN:	1424-8220, 1424-8220
Online Access:	Get full text
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