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AWS Amazon SageMaker AI 模型自訂的 受管政策
這些 AWS 受管政策新增使用 Amazon SageMaker AI 模型自訂所需的許可。這些政策可在您的帳戶中使用， AWS 並由從 SageMaker AI 主控台建立的執行角色使用。
AWS 受管政策：AmazonSageMakerModelCustomizationCoreAccess
此政策授予 Amazon SageMaker AI 中模型自訂工作流程所需的許可，包括無伺服器訓練、自訂獎勵函數強化學習、模型評估，以及部署到 SageMaker 或 Bedrock 端點。
許可詳細資訊
此 AWS 受管政策包含下列許可。
-
sagemaker– 允許主體管理 SageMaker Hub 內容、建立和管理訓練任務、管道、具有推論元件的端點、模型套件、歷程追蹤、MLflow 實驗追蹤，以及跨模型自訂資源執行搜尋和標記操作。 -
sagemaker-mlflow– 允許主體存取 MLflow 追蹤 UI、建立實驗和執行，以及記錄指標、參數和模型。 -
s3– 允許主體從 JumpStart 儲存貯體讀取物件，並讀取/寫入 S3 儲存貯體中的物件，其名稱包含 "sagemaker" （不區分大小寫），僅限於主體自己的帳戶。 -
lambda– 允許主體列出、建立、刪除、叫用和取得 Lambda 函數，其名稱包含自訂獎勵函數的 "SageMaker" （不區分大小寫）。也允許對 AWS SDK Lambda layer 的讀取存取權。 -
bedrock– 允許主體建立自訂模型和評估任務、匯入模型、叫用模型 （包括串流），以及列出基礎模型和佈建輸送量。 -
ecr– 允許主體提取容器映像並取得用於推論的授權字符。使用Resource: *支援從 AWS 深度學習容器帳戶提取跨帳戶。 -
application-autoscaling– 允許主體描述推論端點自動擴展的可擴展目標。 -
logs– 允許主體讀取和寫入 SageMaker 日誌群組的 CloudWatch Logs (/aws/sagemaker/*)。 -
iam– 允許主體將角色傳遞至 SageMaker、Lambda 和 Bedrock 服務。PassRole 的範圍依角色命名慣例 (*SageMaker*適用於 SageMaker、SageMakerForLambda*適用於 Lambda、SageMakerForBedrock*適用於 Bedrock) 和iam:PassedToService條件而定。也允許 UIListRoles下拉式清單。 -
kms– 允許主體描述任務組態的金鑰和清單別名。唯讀。 -
ec2– 允許主體描述任務組態VPCs。唯讀。
範例許可政策
{ "Version": "2012-10-17", "Statement": [ { "Sid": "SageMakerPublicHubPermissions", "Effect": "Allow", "Action": [ "sagemaker:ListHubContents" ], "Resource": [ "arn:aws:sagemaker:*:aws:hub/SageMakerPublicHub" ] }, { "Sid": "SageMakerHubPermissions", "Effect": "Allow", "Action": [ "sagemaker:ImportHubContent", "sagemaker:ListHubs", "sagemaker:ListHubContents", "sagemaker:ListHubContentVersions", "sagemaker:DescribeHubContent", "sagemaker:DeleteHubContent" ], "Resource": [ "arn:aws:sagemaker:*:*:hub/*", "arn:aws:sagemaker:*:*:hub-content/*" ], "Condition": { "StringEquals": { "aws:ResourceAccount": "${aws:PrincipalAccount}" } } }, { "Sid": "JumpStartS3Access", "Effect": "Allow", "Action": [ "s3:GetObject", "s3:ListBucket" ], "Resource": [ "arn:aws:s3:::jumpstart*" ] }, { "Sid": "SageMakerTrainingJob", "Effect": "Allow", "Action": [ "sagemaker:CreateTrainingJob", "sagemaker:DescribeTrainingJob", "sagemaker:ListTrainingJobs", "sagemaker:StopTrainingJob" ], "Resource": [ "arn:aws:sagemaker:*:*:training-job/*" ], "Condition": { "StringEquals": { "aws:ResourceAccount": "${aws:PrincipalAccount}" } } }, { "Sid": "SageMakerMLFlow", "Effect": "Allow", "Action": [ "sagemaker:UpdateMlflowApp", "sagemaker:DescribeMlflowApp", "sagemaker:CreatePresignedMlflowAppUrl", "sagemaker:CallMlflowAppApi", "sagemaker-mlflow:AccessUI", "sagemaker-mlflow:GetExperiment", "sagemaker-mlflow:GetExperimentByName", "sagemaker-mlflow:GetRun", "sagemaker-mlflow:GetMetricHistory", "sagemaker-mlflow:GetLoggedModel", "sagemaker-mlflow:SearchExperiments", "sagemaker-mlflow:SearchRuns", "sagemaker-mlflow:ListArtifacts", "sagemaker-mlflow:CreateExperiment", "sagemaker-mlflow:CreateRun", "sagemaker-mlflow:LogBatch", "sagemaker-mlflow:LogMetric", "sagemaker-mlflow:LogParam", "sagemaker-mlflow:LogModel", "sagemaker-mlflow:LogInputs", "sagemaker-mlflow:SetTag", "sagemaker-mlflow:UpdateRun" ], "Resource": [ "arn:aws:sagemaker:*:*:mlflow-app/*" ], "Condition": { "StringEquals": { "aws:ResourceAccount": "${aws:PrincipalAccount}" } } }, { "Sid": "BYODataSetS3Access", "Effect": "Allow", "Action": [ "s3:ListBucket", "s3:GetObject", "s3:PutObject" ], "Resource": [ "arn:aws:s3:::*SageMaker*", "arn:aws:s3:::*Sagemaker*", "arn:aws:s3:::*sagemaker*" ], "Condition": { "StringEquals": { "aws:ResourceAccount": "${aws:PrincipalAccount}" } } }, { "Sid": "SageMakerModelPackage", "Effect": "Allow", "Action": [ "sagemaker:CreateModel", "sagemaker:CreateModelPackage", "sagemaker:CreateModelPackageGroup", "sagemaker:UpdateModelPackage", "sagemaker:DescribeModelPackage", "sagemaker:DescribeModelPackageGroup", "sagemaker:ListModelPackages", "sagemaker:ListModelPackageGroups", "sagemaker:DescribeModel", "sagemaker:DeleteModelPackage", "sagemaker:DeleteModelPackageGroup" ], "Resource": [ "arn:aws:sagemaker:*:*:model-package-group/*", "arn:aws:sagemaker:*:*:model-package/*", "arn:aws:sagemaker:*:*:model/*" ], "Condition": { "StringEquals": { "aws:ResourceAccount": "${aws:PrincipalAccount}" } } }, { "Sid": "SageMakerLineage", "Effect": "Allow", "Action": [ "sagemaker:CreateAction", "sagemaker:CreateArtifact", "sagemaker:CreateContext", "sagemaker:DescribeAction", "sagemaker:DescribeArtifact", "sagemaker:DescribeTrialComponent", "sagemaker:QueryLineage", "sagemaker:AddAssociation", "sagemaker:UpdateArtifact" ], "Resource": [ "arn:aws:sagemaker:*:*:action/*", "arn:aws:sagemaker:*:*:artifact/*", "arn:aws:sagemaker:*:*:context/*", "arn:aws:sagemaker:*:*:endpoint/*", "arn:aws:sagemaker:*:*:experiment-trial-component/*", "arn:aws:sagemaker:*:*:model-package/*", "arn:aws:sagemaker:*:*:pipeline/*" ], "Condition": { "StringEquals": { "aws:ResourceAccount": "${aws:PrincipalAccount}" } } }, { "Sid": "SageMakerPipelines", "Effect": "Allow", "Action": [ "sagemaker:CreatePipeline", "sagemaker:DescribePipeline", "sagemaker:DescribePipelineDefinitionForExecution", "sagemaker:DescribePipelineExecution", "sagemaker:UpdatePipeline", "sagemaker:StartPipelineExecution" ], "Resource": [ "arn:aws:sagemaker:*:*:pipeline/*" ], "Condition": { "StringEquals": { "aws:ResourceAccount": "${aws:PrincipalAccount}" } } }, { "Sid": "SageMakerInference", "Effect": "Allow", "Action": [ "sagemaker:CreateEndpoint", "sagemaker:CreateEndpointConfig", "sagemaker:CreateInferenceComponent", "sagemaker:DescribeInferenceComponent", "sagemaker:DescribeEndpoint", "sagemaker:DescribeEndpointConfig", "sagemaker:DeleteInferenceComponent", "sagemaker:DeleteEndpoint", "sagemaker:InvokeEndpoint" ], "Resource": [ "arn:aws:sagemaker:*:*:inference-component/*", "arn:aws:sagemaker:*:*:endpoint/*", "arn:aws:sagemaker:*:*:endpoint-config/*" ], "Condition": { "StringEquals": { "aws:ResourceAccount": "${aws:PrincipalAccount}" } } }, { "Sid": "SageMakerInferenceAutoscaling", "Effect": "Allow", "Action": [ "application-autoscaling:DescribeScalableTargets" ], "Resource": [ "arn:aws:application-autoscaling:*:*:scalable-target/*" ], "Condition": { "StringEquals": { "aws:ResourceAccount": "${aws:PrincipalAccount}" } } }, { "Sid": "SageMakerInferenceEcrReadAccess", "Effect": "Allow", "Action": [ "ecr:BatchGetImage", "ecr:BatchCheckLayerAvailability", "ecr:GetDownloadUrlForLayer", "ecr:GetAuthorizationToken" ], "Resource": "*" }, { "Sid": "SageMakerListPermissions", "Effect": "Allow", "Action": [ "sagemaker:ListActions", "sagemaker:ListArtifacts", "sagemaker:ListAssociations", "sagemaker:ListEndpoints", "sagemaker:ListInferenceComponents", "sagemaker:ListMlflowApps", "sagemaker:ListMlflowTrackingServers", "sagemaker:ListPipelineExecutions", "sagemaker:ListPipelineExecutionSteps", "sagemaker:ListWorkforces", "sagemaker:Search" ], "Resource": [ "*" ], "Condition": { "StringEquals": { "aws:ResourceAccount": "${aws:PrincipalAccount}" } } }, { "Sid": "SageMakerTagsPermission", "Effect": "Allow", "Action": [ "sagemaker:AddTags", "sagemaker:ListTags" ], "Resource": [ "arn:aws:sagemaker:*:*:model-package-group/*", "arn:aws:sagemaker:*:*:model-package/*", "arn:aws:sagemaker:*:*:hub/*", "arn:aws:sagemaker:*:*:hub-content/*", "arn:aws:sagemaker:*:*:training-job/*", "arn:aws:sagemaker:*:*:model/*", "arn:aws:sagemaker:*:*:endpoint/*", "arn:aws:sagemaker:*:*:endpoint-config/*", "arn:aws:sagemaker:*:*:pipeline/*", "arn:aws:sagemaker:*:*:inference-component/*", "arn:aws:sagemaker:*:*:action/*" ], "Condition": { "StringEquals": { "aws:ResourceAccount": "${aws:PrincipalAccount}" } } }, { "Sid": "SageMakerJobAdvancedSettings", "Effect": "Allow", "Action": [ "kms:DescribeKey", "kms:ListAliases", "iam:ListRoles", "ec2:DescribeVpcs" ], "Resource": "*", "Condition": { "StringEquals": { "aws:ResourceAccount": "${aws:PrincipalAccount}" } } }, { "Sid": "CloudWatchLogReadAccess", "Effect": "Allow", "Action": [ "logs:DescribeLogGroups", "logs:DescribeLogStreams", "logs:GetLogEvents" ], "Resource": [ "arn:aws:logs:*:*:log-group:/aws/sagemaker/*", "arn:aws:logs:*:*:log-group::log-stream:" ], "Condition": { "StringEquals": { "aws:ResourceAccount": "${aws:PrincipalAccount}" } } }, { "Sid": "CloudWatchLogWriteAccess", "Effect": "Allow", "Action": [ "logs:CreateLogGroup", "logs:CreateLogStream", "logs:PutLogEvents" ], "Resource": [ "arn:aws:logs:*:*:log-group:/aws/sagemaker/*" ], "Condition": { "StringEquals": { "aws:ResourceAccount": "${aws:PrincipalAccount}" } } }, { "Sid": "LambdaListFunctions", "Effect": "Allow", "Action": [ "lambda:ListFunctions" ], "Resource": "*", "Condition": { "StringEquals": { "aws:ResourceAccount": "${aws:PrincipalAccount}" } } }, { "Sid": "LambdaPermissionsForRewardFunction", "Effect": "Allow", "Action": [ "lambda:CreateFunction", "lambda:DeleteFunction", "lambda:InvokeFunction", "lambda:GetFunction" ], "Resource": [ "arn:aws:lambda:*:*:function:*SageMaker*", "arn:aws:lambda:*:*:function:*sagemaker*", "arn:aws:lambda:*:*:function:*Sagemaker*" ], "Condition": { "StringEquals": { "aws:ResourceAccount": "${aws:PrincipalAccount}" } } }, { "Sid": "LambdaLayerForAWSSDK", "Effect": "Allow", "Action": [ "lambda:GetLayerVersion" ], "Resource": [ "arn:aws:lambda:*:336392948345:layer:AWSSDK*" ] }, { "Sid": "BedrockCustomModelAndEvaluation", "Effect": "Allow", "Action": [ "bedrock:CreateCustomModel", "bedrock:CreateEvaluationJob", "bedrock:GetCustomModel", "bedrock:GetModelImportJob", "bedrock:GetImportedModel", "bedrock:GetEvaluationJob", "bedrock:InvokeModel", "bedrock:InvokeModelWithResponseStream" ], "Resource": [ "arn:aws:bedrock:*:*:evaluation-job/*", "arn:aws:bedrock:*:*:imported-model/*", "arn:aws:bedrock:*:*:custom-model/*", "arn:aws:bedrock:*:*:model-import-job/*", "arn:aws:bedrock:*:*:foundation-model/*" ], "Condition": { "StringEquals": { "aws:ResourceAccount": "${aws:PrincipalAccount}" } } }, { "Sid": "BedrockModelImportAndList", "Effect": "Allow", "Action": [ "bedrock:CreateModelImportJob", "bedrock:ListProvisionedModelThroughputs", "bedrock:ListCustomModelDeployments", "bedrock:ListCustomModels", "bedrock:ListModelImportJobs" ], "Resource": "*", "Condition": { "StringEquals": { "aws:ResourceAccount": "${aws:PrincipalAccount}" } } }, { "Sid": "BedrockFoundationModelOperations", "Effect": "Allow", "Action": [ "bedrock:GetFoundationModelAvailability", "bedrock:ListFoundationModels" ], "Resource": [ "*" ] }, { "Sid": "PassRoleForSageMaker", "Effect": "Allow", "Action": [ "iam:PassRole" ], "Resource": [ "arn:aws:iam::*:role/service-role/*SageMaker*", "arn:aws:iam::*:role/service-role/*Sagemaker*", "arn:aws:iam::*:role/service-role/*sagemaker*" ], "Condition": { "StringEquals": { "aws:ResourceAccount": "${aws:PrincipalAccount}", "iam:PassedToService": [ "sagemaker.amazonaws.com", "job.sagemaker.amazonaws.com" ] }, "ArnLike": { "iam:AssociatedResourceArn": "arn:aws:sagemaker:*:*:*" } } }, { "Sid": "PassRoleForAWSLambda", "Effect": "Allow", "Action": [ "iam:PassRole" ], "Resource": "arn:aws:iam::*:role/SageMakerForLambda*", "Condition": { "StringEquals": { "aws:ResourceAccount": "${aws:PrincipalAccount}", "iam:PassedToService": "lambda.amazonaws.com" }, "ArnLike": { "iam:AssociatedResourceArn": "arn:aws:lambda:*:*:function:*" } } }, { "Sid": "PassRoleForBedrock", "Effect": "Allow", "Action": [ "iam:PassRole" ], "Resource": "arn:aws:iam::*:role/SageMakerForBedrock*", "Condition": { "StringEquals": { "aws:ResourceAccount": "${aws:PrincipalAccount}", "iam:PassedToService": "bedrock.amazonaws.com" } } } ] }
Amazon SageMaker AI 更新模型自訂受管政策
檢視自此服務開始追蹤 Amazon SageMaker AI 模型自訂的 AWS 受管政策更新以來的詳細資訊。如需有關此頁面變更的自動提醒，請訂閱 SageMaker AI 文件歷史記錄頁面上的 RSS 摘要。
| 政策 | 版本 | 變更 | Date |
|---|---|---|---|
AmazonSageMakerModelCustomizationCoreAccess - 新政策 |
1 |
初始政策 |
2026 年 5 月 22 日 |
