Why should we add early exits to neural networks?

Simone Scardapane, Michele Scarpiniti, Enzo Baccarelli +1

Deep neural networks are generally designed as a stack of differentiable layers, in which a prediction is obtained only after running the full stack. Recently, some contributions h…