Accuracy is not the only Metric that matters: Estimating the Energy Consumption of Deep Learning Models.
Johannes GetznerBertrand CharpentierStephan GünnemannPublished in: CoRR (2023)
Keyphrases
- energy consumption
- learning models
- wireless sensor networks
- energy saving
- energy efficiency
- energy efficient
- sensor networks
- energy conservation
- machine learning
- base station
- routing protocol
- sparse metric learning
- data transmission
- routing algorithm
- save energy
- data center
- residual energy
- learning algorithm
- learning tasks
- machine learning algorithms
- total energy
- sensor nodes
- electricity consumption
- power consumption
- conditional random fields
- learning problems
- classification models
- semi supervised learning
- higher order
- knn
- probabilistic model
- pairwise