AWS, Berlin; The University of Edinburgh; Cohere for AI
Ondrej Bohdal, Lukas Balles, Martin Wistuba, Beyza Ermis, Cedric Archambeau, Giovanni Zappella
Neural architecture search;Hyperparameter optimization;Large datasets;Computational efficiency;Cost
PASHA: Efficient HPO and NAS with Progressive Resource Allocation