Double-Exponential Increases in Inference Energy: The Cost of the Race for Accuracy

Zeyu Yang, Karel Adamek, Wesley Armour

Deep learning models in computer vision have achieved significant success but pose increasing concerns about energy consumption and sustainability. Despite these concerns, there is…