Terjemahan disediakan oleh mesin penerjemah. Jika konten terjemahan yang diberikan bertentangan dengan versi bahasa Inggris aslinya, utamakan versi bahasa Inggris.
- JSON
-
-
{
"Version":"2012-10-17",
"Statement": [
{
"Effect": "Allow",
"Action": "iam:PassRole",
"Resource": "arn:aws:iam::111122223333:role/your-execution-role-name"
},
{
"Effect": "Allow",
"Action": [
"sagemaker:CreateCluster",
"sagemaker:DeleteCluster",
"sagemaker:DescribeCluster",
"sagemaker:DescribeClusterNode",
"sagemaker:ListClusterNodes",
"sagemaker:ListClusters",
"sagemaker:UpdateCluster",
"sagemaker:UpdateClusterSoftware",
"sagemaker:BatchDeleteClusterNodes",
"eks:DescribeCluster",
"eks:CreateAccessEntry",
"eks:DescribeAccessEntry",
"eks:DeleteAccessEntry",
"eks:AssociateAccessPolicy",
"iam:CreateServiceLinkedRole",
"ec2:DescribeImages",
"ec2:DescribeSnapshots"
],
"Resource": "*"
},
{
"Effect": "Allow",
"Action": [
"ec2:ModifyImageAttribute",
"ec2:ModifySnapshotAttribute"
],
"Resource": "*",
"Condition": {
"StringEquals": {
"ec2:ResourceTag/AllowSharing": "true"
}
}
}
]
}
Buat klaster
- Standard example
-
aws sagemaker create-cluster \
--cluster-name <exampleClusterName> \
--orchestrator 'Eks={ClusterArn='<eks_cluster_arn>'}' \
--node-provisioning-mode Continuous \
--instance-groups '{
"InstanceGroupName": "<exampleGroupName>",
"InstanceType": "ml.c5.2xlarge",
"InstanceCount": 2,
"LifeCycleConfig": {
"SourceS3Uri": "<s3://amzn-s3-demo-bucket>",
"OnCreate": "on_create_noop.sh"
},
"ImageId": "<your_custom_ami>",
"ExecutionRole": "<arn:aws:iam::444455556666:role/Admin>",
"ThreadsPerCore": 1,
"InstanceStorageConfigs": [
{
"EbsVolumeConfig": {
"VolumeSizeInGB": 200
}
}
]
}' --vpc-config '{
"SecurityGroupIds": ["<security_group>"],
"Subnets": ["<subnet>"]
}'
- Customer managed key example
-
aws sagemaker create-cluster \
--cluster-name <exampleClusterName> \
--orchestrator 'Eks={ClusterArn='<eks_cluster_arn>'}' \
--node-provisioning-mode Continuous \
--instance-groups '{
"InstanceGroupName": "<exampleGroupName>",
"InstanceType": "ml.c5.2xlarge",
"InstanceCount": 2,
"LifeCycleConfig": {
"SourceS3Uri": "<s3://amzn-s3-demo-bucket>",
"OnCreate": "on_create_noop.sh"
},
"ImageId": "<your_custom_ami>",
"ExecutionRole": "<arn:aws:iam:us-east-1:444455556666:role/Admin>",
"ThreadsPerCore": 1,
"InstanceStorageConfigs": [
# Root volume configuration
{
"EbsVolumeConfig": {
"RootVolume": True,
"VolumeKmsKeyId": "arn:aws:kms:us-east-1:111122223333:key/key-id"
}
},
# Instance storage volume configuration
{
"EbsVolumeConfig": {
"VolumeSizeInGB": 100,
"VolumeKmsKeyId": "arn:aws:kms:us-east-1:111122223333:key/key-id"
}
}
]
}' --vpc-config '{
"SecurityGroupIds": ["<security_group>"],
"Subnets": ["<subnet>"]
}'
aws sagemaker update-cluster-software \
--cluster-name <exampleClusterName> \
--instance-groups <instanceGroupToUpdate> \
--image-id <customAmiId>
- Standard example
-
aws sagemaker update-cluster \
--cluster-name <exampleClusterName> --instance-groups '[{
"InstanceGroupName": "<exampleGroupName>",
"InstanceType": "ml.c5.2xlarge",
"InstanceCount": 2,
"LifeCycleConfig": {
"SourceS3Uri": "<s3://amzn-s3-demo-bucket>",
"OnCreate": "on_create_noop.sh"
},
"ExecutionRole": "<arn:aws:iam::444455556666:role/Admin>",
"ThreadsPerCore": 1,
"ImageId": "<your_custom_ami>"
}]'
- Customer managed key example
-
aws sagemaker update-cluster \
--cluster-name <exampleClusterName> --instance-groups '[{
"InstanceGroupName": "<exampleGroupName>",
"InstanceType": "ml.c5.2xlarge",
"InstanceCount": 2,
"LifeCycleConfig": {
"SourceS3Uri": "<s3://amzn-s3-demo-bucket>",
"OnCreate": "on_create_noop.sh"
},
"ExecutionRole": "<arn:aws:iam::444455556666:role/Admin>",
"ThreadsPerCore": 1,
"ImageId": "<your_custom_ami>",
"InstanceStorageConfigs": [
# Root volume configuration
{
"EbsVolumeConfig": {
"RootVolume": True,
"VolumeKmsKeyId": "arn:aws:kms:us-east-1:111122223333:key/key-id"
}
},
# Instance storage volume configuration
{
"EbsVolumeConfig": {
"VolumeSizeInGB": 100,
"VolumeKmsKeyId": "arn:aws:kms:us-east-1:111122223333:key/key-id"
}
}
]
}]'
aws sagemaker update-cluster \
--cluster-name "<exampleClusterName>" \
--instance-groups '{
"InstanceGroupName": "<exampleGroupName>",
"InstanceType": "ml.c5.2xlarge",
"InstanceCount": 2,
"LifeCycleConfig": {
"SourceS3Uri": "<s3://amzn-s3-demo-bucket>",
"OnCreate": "on_create_noop.sh"
},
"ExecutionRole": "<arn:aws:iam::444455556666:role/Admin>",
"ThreadsPerCore": 1,
"ImageId": "<your_custom_ami>"
}' '{
"InstanceGroupName": "<exampleGroupName2>",
"InstanceType": "ml.c5.2xlarge",
"InstanceCount": 1,
"LifeCycleConfig": {
"SourceS3Uri": "<s3://amzn-s3-demo-bucket>",
"OnCreate": "on_create_noop.sh"
},
"ExecutionRole": "<arn:aws:iam::444455556666:role/Admin>",
"ThreadsPerCore": 1,
"ImageId": "<your_custom_ami>"
}'
