Accuracy is not the only Metric that matters: Estimating the Energy Consumption of Deep Learning Models

Johannes Getzner, Bertrand Charpentier, Stephan Günnemann

Modern machine learning models have started to consume incredible amounts of energy, thus incurring large carbon footprints (Strubell et al., 2019). To address this issue, we have…