Descending through a Crowded Valley - Benchmarking Deep Learning Optimizers

Robin M. Schmidt, Frank Schneider, Philipp Hennig

Abstract: Choosing the optimizer is considered to be among the most crucial design decisions in deep learning, and it is not an easy one. The growing literature now lists hundreds of optimization methods. In...