Latest SageMaker AI Operators for Kubernetes
This section is based on the latest version of SageMaker AI Operators for Kubernetes using AWS Controllers for Kubernetes (ACK).
Important
If you are currently using version v1.2.2
or below of
SageMaker Operators for Kubernetes
For information on the migration steps, see Migrate resources to the latest Operators.
For answers to frequently asked questions on the end of support of the original version of SageMaker Operators for Kubernetes, see Announcing the End of Support of the Original Version of SageMaker AI Operators for Kubernetes
The latest version of SageMaker AI Operators
for Kubernetes
Use the following steps to install and use ACK to train, tune, and deploy machine learning models with Amazon SageMaker AI.
Contents
Install SageMaker AI Operators for Kubernetes
To set up the latest available version of SageMaker AI Operators for Kubernetes, see the
Setup section in Machine Learning with the ACK SageMaker AI Controller
Use SageMaker AI Operators for Kubernetes
For a tutorial on how to train a machine learning model with the ACK service controller
for Amazon SageMaker AI using Amazon EKS, see Machine Learning with the ACK SageMaker AI Controller
For an autoscaling example, see
Scale SageMaker AI Workloads with Application Auto Scaling
Reference
See also the ACK service controller for Amazon SageMaker AI GitHub repository
