Cloud Training and Deployment

Train and deploy AutoGluon models on Amazon SageMaker using one of the following options.

AutoGluon-Cloud (recommended)

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

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

AWS Deep Learning Containers

Run your own training and inference scripts on Amazon SageMaker with AWS-maintained AutoGluon containers.

https://auto.gluon.ai/cloud/dev/container/index.html

Amazon SageMaker Autopilot

Managed AutoML service powered by AutoGluon-Tabular.

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