Minimizing Energy Consumption of Deep Learning Models by Energy-Aware Training
Dario Lazzaro, Antonio Emanuele Ciná, Maura Pintor, Ambra Demontis, Battista Biggio, Fabio Roli, Marcello Pelillo
Topics & Concepts
Computer scienceEnergy consumptionLeverage (statistics)Deep neural networksInferenceDeep learningArtificial intelligenceArtificial neural networkTraining (meteorology)Machine learningEfficient energy useEnergy (signal processing)Differentiable functionLatency (audio)TelecommunicationsStatisticsMathematicsBiologyMathematical analysisPhysicsEngineeringEcologyElectrical engineeringMeteorologyAdvanced Neural Network ApplicationsAdversarial Robustness in Machine LearningAnomaly Detection Techniques and Applications