SHADHO: Massively Scalable Hardware-Aware Distributed Hyperparameter Optimization

no code implementations • 5 Jul 2017 • Jeff Kinnison, Nathaniel Kremer-Herman, Douglas Thain, Walter Scheirer

We first demonstrate that our framework achieves double the throughput of a standard distributed hyperparameter optimization framework by optimizing SVM for MNIST using 150 distributed workers.

Cell Segmentation Hyperparameter Optimization