Automatic model training under restrictive time constraints

Lukas Cironis, Jan Palczewski, Georgios Aivaliotis

We develop a hyperparameter optimisation algorithm, Automated Budget Constrained Training (AutoBCT), which balances the quality of a model with the computational cost required to t…