Kai FrickeinOptunaScaling up Optuna with Ray TuneHow to scale up Optuna trials for multiple GPUs with Ray.Oct 15, 20202Oct 15, 20202
Kai FrickeinDistributed Computing with RaySimple end-to-end ML: From Selection to Serving with Ray Tune and Ray ServeLet’s be real, in today’s ecosystem going from a model on your laptop to scaling in production is a gauntlet. You’ll spend countless hours…Aug 31, 2020Aug 31, 2020
Kai FrickeinDistributed Computing with RayScaling up PyTorch Lightning hyperparameter tuning with Ray TunePyTorch Lightning has been touted as the best thing in machine learning since sliced bread. Researchers love it because it reduces…Aug 18, 20202Aug 18, 20202
Kai FrickeinDistributed Computing with RayRay Tune & Weights and Biases: Simple Developer Tools for Scaling Machine LearningBy Richard Liaw, Kai FrickeAug 13, 2020Aug 13, 2020
