amazon-sagemaker-operator-for-k8s – Amazon SageMaker operator for Kubernetes


Amazon SageMaker Operators for Kubernetes are operators that can be utilized to coach machine studying fashions, optimize hyperparameters for a given mannequin, run batch rework jobs over present fashions, and arrange inference endpoints. With these operators, customers can handle their jobs in Amazon SageMaker from their Kubernetes cluster in Amazon Elastic Kubernetes Service EKS. The Amazon SageMaker Operators for Kubernetes allow administration of SageMaker TrainingJobs, HyperParameterTuningJobs, BatchTransformJobs and HostingDeployments (Endpoints). Create and monitor them utilizing the identical kubectl software as above.


https://docs.aws.amazon.com/sagemaker/newest/dg/amazon-sagemaker-operators-for-kubernetes.html


https://github.com/aws/amazon-sagemaker-operator-for-k8s


Tags

aws

kubernetes-operator

sagemaker

kubebuilder

Implementation

Go

License

Apache

Platform

Windows

MacOS

Linux