Cloud Training and Deployment

AutoGluon models can be trained and deployed on the cloud using managed services or the AutoGluon-Cloud library.

Amazon SageMaker Autopilot

Managed AutoGluon experience on Amazon SageMaker Autopilot — no MLOps required.

https://aws.amazon.com/blogs/machine-learning/amazon-sagemaker-autopilot-is-up-to-eight-times-faster-with-new-ensemble-training-mode-powered-by-autogluon/

AutoGluon Cloud

Train and deploy AutoGluon models on Amazon SageMaker with a few lines of code.

https://auto.gluon.ai/cloud/stable/index.html