Actualiza un SageMaker HyperPod clúster según los planes de formación mediante la SageMaker API, o AWS CLI

Para añadir, actualizar o eliminar un plan de formación, actualiza el grupo de instancias de un clúster existente mediante el update-cluster AWS CLI comando. En el siguiente ejemplo, se muestra cómo actualizar un SageMaker HyperPod clúster y proporcionar un nuevo plan de formación a un grupo de instancias.

# Update a cluster
aws sagemaker update-cluster \
  --cluster-name cluster-name \
  --instance-groups '[ \
        { \
            "InstanceCount": 1,\
            "InstanceGroupName": "controller-nodes",\
            "InstanceType": "ml.t3.xlarge",\
            "LifeCycleConfig": {"SourceS3Uri": source_s3_uri, "OnCreate": "on_create.sh"},\
            "ExecutionRole": "arn:aws:iam::customer_account_id:role/execution_role",\
            "ThreadsPerCore": 1,\
        },\
        { \
            "InstanceCount": 2, \
            "InstanceGroupName": "worker-nodes",\
            "InstanceType": "p4d.24xlarge",\
            "LifeCycleConfig": {"SourceS3Uri": source_s3_uri, "OnCreate": "on_create.sh"},\
            "ExecutionRole": "arn:aws:iam::customer_account_id}:role/execution_role}",\
            "ThreadsPerCore": 1,\
            "TrainingPlanArn": training_plan_arn,\
        },\
        {\
            "InstanceCount": 1,\
            "InstanceGroupName": "worker-nodes-2",\
            "InstanceType": "p4d.24xlarge",\
            "LifeCycleConfig": {"SourceS3Uri": source_s3_uri, "OnCreate": "on_create.sh"},\
            "ExecutionRole": "arn:aws:iam::customer_account_id:role/execution_role",\
            "ThreadsPerCore": 1,\
            "TrainingPlanArn": training_plan_arn,\
        }\
    ]'