Module: Aws::SageMaker::Types

Defined in:
lib/aws-sdk-sagemaker/types.rb

Defined Under Namespace

Classes: AIBenchmarkEndpoint, AIBenchmarkInferenceComponent, AIBenchmarkJobSummary, AIBenchmarkNetworkConfig, AIBenchmarkOutputConfig, AIBenchmarkOutputResult, AIBenchmarkTarget, AICapacityReservationConfig, AICloudWatchLogs, AIDatasetConfig, AIModelSource, AIModelSourceS3, AIRecommendation, AIRecommendationComputeSpec, AIRecommendationConstraint, AIRecommendationDeploymentConfiguration, AIRecommendationDeploymentS3Channel, AIRecommendationInferenceSpecification, AIRecommendationInstanceDetail, AIRecommendationJobSummary, AIRecommendationModelDetails, AIRecommendationOptimizationDetail, AIRecommendationOutputConfig, AIRecommendationOutputResult, AIRecommendationPerformanceMetric, AIRecommendationPerformanceTarget, AIWorkloadConfigSummary, AIWorkloadConfigs, AIWorkloadDataSource, AIWorkloadInputDataConfig, AIWorkloadS3DataSource, AcceleratorPartitionConfig, ActionSource, ActionSummary, AddAssociationRequest, AddAssociationResponse, AddClusterNodeSpecification, AddTagsInput, AddTagsOutput, AdditionalEnis, AdditionalInferenceSpecificationDefinition, AdditionalModelDataSource, AdditionalS3DataSource, AgentVersion, Alarm, AlarmDetails, AlgorithmSpecification, AlgorithmStatusDetails, AlgorithmStatusItem, AlgorithmSummary, AlgorithmValidationProfile, AlgorithmValidationSpecification, AmazonQSettings, AnnotationConsolidationConfig, AppDetails, AppImageConfigDetails, AppLifecycleManagement, AppSpecification, ArtifactSource, ArtifactSourceType, ArtifactSummary, AssociateTrialComponentRequest, AssociateTrialComponentResponse, AssociationInfo, AssociationSummary, AsyncInferenceClientConfig, AsyncInferenceConfig, AsyncInferenceNotificationConfig, AsyncInferenceOutputConfig, AthenaDatasetDefinition, AttachClusterNodeVolumeRequest, AttachClusterNodeVolumeResponse, AuthorizedUrl, AutoMLAlgorithmConfig, AutoMLCandidate, AutoMLCandidateGenerationConfig, AutoMLCandidateStep, AutoMLChannel, AutoMLComputeConfig, AutoMLContainerDefinition, AutoMLDataSource, AutoMLDataSplitConfig, AutoMLJobArtifacts, AutoMLJobChannel, AutoMLJobCompletionCriteria, AutoMLJobConfig, AutoMLJobObjective, AutoMLJobStepMetadata, AutoMLJobSummary, AutoMLOutputDataConfig, AutoMLPartialFailureReason, AutoMLProblemTypeConfig, AutoMLProblemTypeResolvedAttributes, AutoMLResolvedAttributes, AutoMLS3DataSource, AutoMLSecurityConfig, AutoParameter, AutoRollbackConfig, Autotune, AvailableUpgrade, BaseModel, BatchAddClusterNodesError, BatchAddClusterNodesRequest, BatchAddClusterNodesResponse, BatchDataCaptureConfig, BatchDeleteClusterNodeLogicalIdsError, BatchDeleteClusterNodesError, BatchDeleteClusterNodesRequest, BatchDeleteClusterNodesResponse, BatchDescribeModelPackageError, BatchDescribeModelPackageInput, BatchDescribeModelPackageOutput, BatchDescribeModelPackageSummary, BatchRebootClusterNodeLogicalIdsError, BatchRebootClusterNodesError, BatchRebootClusterNodesRequest, BatchRebootClusterNodesResponse, BatchReplaceClusterNodeLogicalIdsError, BatchReplaceClusterNodesError, BatchReplaceClusterNodesRequest, BatchReplaceClusterNodesResponse, BatchTransformInput, BedrockCustomModelDeploymentMetadata, BedrockCustomModelMetadata, BedrockModelImportMetadata, BedrockProvisionedModelThroughputMetadata, BestObjectiveNotImproving, Bias, BlueGreenUpdatePolicy, CacheHitResult, CallbackStepMetadata, CandidateArtifactLocations, CandidateGenerationConfig, CandidateProperties, CanvasAppSettings, CapacityReservation, CapacitySize, CapacitySizeConfig, CaptureContentTypeHeader, CaptureOption, CategoricalParameter, CategoricalParameterRange, CategoricalParameterRangeSpecification, CfnCreateTemplateProvider, CfnStackCreateParameter, CfnStackDetail, CfnStackParameter, CfnStackUpdateParameter, CfnTemplateProviderDetail, CfnUpdateTemplateProvider, Channel, ChannelSpecification, CheckpointConfig, ClarifyCheckStepMetadata, ClarifyExplainerConfig, ClarifyInferenceConfig, ClarifyShapBaselineConfig, ClarifyShapConfig, ClarifyTextConfig, ClusterAutoScalingConfig, ClusterAutoScalingConfigOutput, ClusterCapacityRequirements, ClusterEbsVolumeConfig, ClusterEventDetail, ClusterEventSummary, ClusterFsxLustreConfig, ClusterFsxOpenZfsConfig, ClusterInstanceGroupDetails, ClusterInstanceGroupSpecification, ClusterInstancePlacement, ClusterInstanceRequirementDetails, ClusterInstanceRequirements, ClusterInstanceStatusDetails, ClusterInstanceStorageConfig, ClusterInstanceTypeDetail, ClusterKubernetesConfig, ClusterKubernetesConfigDetails, ClusterKubernetesConfigNodeDetails, ClusterKubernetesTaint, ClusterLifeCycleConfig, ClusterMetadata, ClusterNetworkInterface, ClusterNetworkInterfaceDetails, ClusterNodeDetails, ClusterNodeSummary, ClusterOnDemandOptions, ClusterOrchestrator, ClusterOrchestratorEksConfig, ClusterOrchestratorSlurmConfig, ClusterRestrictedInstanceGroupDetails, ClusterRestrictedInstanceGroupSpecification, ClusterSchedulerConfigSummary, ClusterSlurmConfig, ClusterSlurmConfigDetails, ClusterSpotOptions, ClusterSummary, ClusterTieredStorageConfig, CodeEditorAppImageConfig, CodeEditorAppSettings, CodeRepository, CodeRepositorySummary, CognitoConfig, CognitoMemberDefinition, CollectionConfig, CollectionConfiguration, CompilationJobSummary, ComputeQuotaConfig, ComputeQuotaResourceConfig, ComputeQuotaSummary, ComputeQuotaTarget, ConditionStepMetadata, ConflictException, ContainerConfig, ContainerDefinition, ContextSource, ContextSummary, ContinuousParameterRange, ContinuousParameterRangeSpecification, ConvergenceDetected, CreateAIBenchmarkJobRequest, CreateAIBenchmarkJobResponse, CreateAIRecommendationJobRequest, CreateAIRecommendationJobResponse, CreateAIWorkloadConfigRequest, CreateAIWorkloadConfigResponse, CreateActionRequest, CreateActionResponse, CreateAlgorithmInput, CreateAlgorithmOutput, CreateAppImageConfigRequest, CreateAppImageConfigResponse, CreateAppRequest, CreateAppResponse, CreateArtifactRequest, CreateArtifactResponse, CreateAutoMLJobRequest, CreateAutoMLJobResponse, CreateAutoMLJobV2Request, CreateAutoMLJobV2Response, CreateClusterRequest, CreateClusterResponse, CreateClusterSchedulerConfigRequest, CreateClusterSchedulerConfigResponse, CreateCodeRepositoryInput, CreateCodeRepositoryOutput, CreateCompilationJobRequest, CreateCompilationJobResponse, CreateComputeQuotaRequest, CreateComputeQuotaResponse, CreateContextRequest, CreateContextResponse, CreateDataQualityJobDefinitionRequest, CreateDataQualityJobDefinitionResponse, CreateDeviceFleetRequest, CreateDomainRequest, CreateDomainResponse, CreateEdgeDeploymentPlanRequest, CreateEdgeDeploymentPlanResponse, CreateEdgeDeploymentStageRequest, CreateEdgePackagingJobRequest, CreateEndpointConfigInput, CreateEndpointConfigOutput, CreateEndpointInput, CreateEndpointOutput, CreateExperimentRequest, CreateExperimentResponse, CreateFeatureGroupRequest, CreateFeatureGroupResponse, CreateFlowDefinitionRequest, CreateFlowDefinitionResponse, CreateHubContentPresignedUrlsRequest, CreateHubContentPresignedUrlsResponse, CreateHubContentReferenceRequest, CreateHubContentReferenceResponse, CreateHubRequest, CreateHubResponse, CreateHumanTaskUiRequest, CreateHumanTaskUiResponse, CreateHyperParameterTuningJobRequest, CreateHyperParameterTuningJobResponse, CreateImageRequest, CreateImageResponse, CreateImageVersionRequest, CreateImageVersionResponse, CreateInferenceComponentInput, CreateInferenceComponentOutput, CreateInferenceExperimentRequest, CreateInferenceExperimentResponse, CreateInferenceRecommendationsJobRequest, CreateInferenceRecommendationsJobResponse, CreateLabelingJobRequest, CreateLabelingJobResponse, CreateMlflowAppRequest, CreateMlflowAppResponse, CreateMlflowTrackingServerRequest, CreateMlflowTrackingServerResponse, CreateModelBiasJobDefinitionRequest, CreateModelBiasJobDefinitionResponse, CreateModelCardExportJobRequest, CreateModelCardExportJobResponse, CreateModelCardRequest, CreateModelCardResponse, CreateModelExplainabilityJobDefinitionRequest, CreateModelExplainabilityJobDefinitionResponse, CreateModelInput, CreateModelOutput, CreateModelPackageGroupInput, CreateModelPackageGroupOutput, CreateModelPackageInput, CreateModelPackageOutput, CreateModelQualityJobDefinitionRequest, CreateModelQualityJobDefinitionResponse, CreateMonitoringScheduleRequest, CreateMonitoringScheduleResponse, CreateNotebookInstanceInput, CreateNotebookInstanceLifecycleConfigInput, CreateNotebookInstanceLifecycleConfigOutput, CreateNotebookInstanceOutput, CreateOptimizationJobRequest, CreateOptimizationJobResponse, CreatePartnerAppPresignedUrlRequest, CreatePartnerAppPresignedUrlResponse, CreatePartnerAppRequest, CreatePartnerAppResponse, CreatePipelineRequest, CreatePipelineResponse, CreatePresignedDomainUrlRequest, CreatePresignedDomainUrlResponse, CreatePresignedMlflowAppUrlRequest, CreatePresignedMlflowAppUrlResponse, CreatePresignedMlflowTrackingServerUrlRequest, CreatePresignedMlflowTrackingServerUrlResponse, CreatePresignedNotebookInstanceUrlInput, CreatePresignedNotebookInstanceUrlOutput, CreateProcessingJobRequest, CreateProcessingJobResponse, CreateProjectInput, CreateProjectOutput, CreateSpaceRequest, CreateSpaceResponse, CreateStudioLifecycleConfigRequest, CreateStudioLifecycleConfigResponse, CreateTemplateProvider, CreateTrainingJobRequest, CreateTrainingJobResponse, CreateTrainingPlanRequest, CreateTrainingPlanResponse, CreateTransformJobRequest, CreateTransformJobResponse, CreateTrialComponentRequest, CreateTrialComponentResponse, CreateTrialRequest, CreateTrialResponse, CreateUserProfileRequest, CreateUserProfileResponse, CreateWorkforceRequest, CreateWorkforceResponse, CreateWorkteamRequest, CreateWorkteamResponse, CustomFileSystem, CustomFileSystemConfig, CustomImage, CustomPosixUserConfig, CustomizedMetricSpecification, DataCaptureConfig, DataCaptureConfigSummary, DataCatalogConfig, DataProcessing, DataQualityAppSpecification, DataQualityBaselineConfig, DataQualityJobInput, DataSource, DatasetDefinition, DatasetSource, DebugHookConfig, DebugRuleConfiguration, DebugRuleEvaluationStatus, DefaultEbsStorageSettings, DefaultSpaceSettings, DefaultSpaceStorageSettings, DeleteAIBenchmarkJobRequest, DeleteAIBenchmarkJobResponse, DeleteAIRecommendationJobRequest, DeleteAIRecommendationJobResponse, DeleteAIWorkloadConfigRequest, DeleteAIWorkloadConfigResponse, DeleteActionRequest, DeleteActionResponse, DeleteAlgorithmInput, DeleteAppImageConfigRequest, DeleteAppRequest, DeleteArtifactRequest, DeleteArtifactResponse, DeleteAssociationRequest, DeleteAssociationResponse, DeleteClusterRequest, DeleteClusterResponse, DeleteClusterSchedulerConfigRequest, DeleteCodeRepositoryInput, DeleteCompilationJobRequest, DeleteComputeQuotaRequest, DeleteContextRequest, DeleteContextResponse, DeleteDataQualityJobDefinitionRequest, DeleteDeviceFleetRequest, DeleteDomainRequest, DeleteEdgeDeploymentPlanRequest, DeleteEdgeDeploymentStageRequest, DeleteEndpointConfigInput, DeleteEndpointInput, DeleteExperimentRequest, DeleteExperimentResponse, DeleteFeatureGroupRequest, DeleteFlowDefinitionRequest, DeleteFlowDefinitionResponse, DeleteHubContentReferenceRequest, DeleteHubContentRequest, DeleteHubRequest, DeleteHumanTaskUiRequest, DeleteHumanTaskUiResponse, DeleteHyperParameterTuningJobRequest, DeleteImageRequest, DeleteImageResponse, DeleteImageVersionRequest, DeleteImageVersionResponse, DeleteInferenceComponentInput, DeleteInferenceExperimentRequest, DeleteInferenceExperimentResponse, DeleteMlflowAppRequest, DeleteMlflowAppResponse, DeleteMlflowTrackingServerRequest, DeleteMlflowTrackingServerResponse, DeleteModelBiasJobDefinitionRequest, DeleteModelCardRequest, DeleteModelExplainabilityJobDefinitionRequest, DeleteModelInput, DeleteModelPackageGroupInput, DeleteModelPackageGroupPolicyInput, DeleteModelPackageInput, DeleteModelQualityJobDefinitionRequest, DeleteMonitoringScheduleRequest, DeleteNotebookInstanceInput, DeleteNotebookInstanceLifecycleConfigInput, DeleteOptimizationJobRequest, DeletePartnerAppRequest, DeletePartnerAppResponse, DeletePipelineRequest, DeletePipelineResponse, DeleteProcessingJobRequest, DeleteProjectInput, DeleteSpaceRequest, DeleteStudioLifecycleConfigRequest, DeleteTagsInput, DeleteTagsOutput, DeleteTrainingJobRequest, DeleteTrialComponentRequest, DeleteTrialComponentResponse, DeleteTrialRequest, DeleteTrialResponse, DeleteUserProfileRequest, DeleteWorkforceRequest, DeleteWorkforceResponse, DeleteWorkteamRequest, DeleteWorkteamResponse, DeployedImage, DeploymentConfig, DeploymentConfiguration, DeploymentRecommendation, DeploymentStage, DeploymentStageStatusSummary, DeregisterDevicesRequest, DerivedInformation, DescribeAIBenchmarkJobRequest, DescribeAIBenchmarkJobResponse, DescribeAIRecommendationJobRequest, DescribeAIRecommendationJobResponse, DescribeAIWorkloadConfigRequest, DescribeAIWorkloadConfigResponse, DescribeActionRequest, DescribeActionResponse, DescribeAlgorithmInput, DescribeAlgorithmOutput, DescribeAppImageConfigRequest, DescribeAppImageConfigResponse, DescribeAppRequest, DescribeAppResponse, DescribeArtifactRequest, DescribeArtifactResponse, DescribeAutoMLJobRequest, DescribeAutoMLJobResponse, DescribeAutoMLJobV2Request, DescribeAutoMLJobV2Response, DescribeClusterEventRequest, DescribeClusterEventResponse, DescribeClusterNodeRequest, DescribeClusterNodeResponse, DescribeClusterRequest, DescribeClusterResponse, DescribeClusterSchedulerConfigRequest, DescribeClusterSchedulerConfigResponse, DescribeCodeRepositoryInput, DescribeCodeRepositoryOutput, DescribeCompilationJobRequest, DescribeCompilationJobResponse, DescribeComputeQuotaRequest, DescribeComputeQuotaResponse, DescribeContextRequest, DescribeContextResponse, DescribeDataQualityJobDefinitionRequest, DescribeDataQualityJobDefinitionResponse, DescribeDeviceFleetRequest, DescribeDeviceFleetResponse, DescribeDeviceRequest, DescribeDeviceResponse, DescribeDomainRequest, DescribeDomainResponse, DescribeEdgeDeploymentPlanRequest, DescribeEdgeDeploymentPlanResponse, DescribeEdgePackagingJobRequest, DescribeEdgePackagingJobResponse, DescribeEndpointConfigInput, DescribeEndpointConfigOutput, DescribeEndpointInput, DescribeEndpointOutput, DescribeExperimentRequest, DescribeExperimentResponse, DescribeFeatureGroupRequest, DescribeFeatureGroupResponse, DescribeFeatureMetadataRequest, DescribeFeatureMetadataResponse, DescribeFlowDefinitionRequest, DescribeFlowDefinitionResponse, DescribeHubContentRequest, DescribeHubContentResponse, DescribeHubRequest, DescribeHubResponse, DescribeHumanTaskUiRequest, DescribeHumanTaskUiResponse, DescribeHyperParameterTuningJobRequest, DescribeHyperParameterTuningJobResponse, DescribeImageRequest, DescribeImageResponse, DescribeImageVersionRequest, DescribeImageVersionResponse, DescribeInferenceComponentInput, DescribeInferenceComponentOutput, DescribeInferenceExperimentRequest, DescribeInferenceExperimentResponse, DescribeInferenceRecommendationsJobRequest, DescribeInferenceRecommendationsJobResponse, DescribeLabelingJobRequest, DescribeLabelingJobResponse, DescribeLineageGroupRequest, DescribeLineageGroupResponse, DescribeMlflowAppRequest, DescribeMlflowAppResponse, DescribeMlflowTrackingServerRequest, DescribeMlflowTrackingServerResponse, DescribeModelBiasJobDefinitionRequest, DescribeModelBiasJobDefinitionResponse, DescribeModelCardExportJobRequest, DescribeModelCardExportJobResponse, DescribeModelCardRequest, DescribeModelCardResponse, DescribeModelExplainabilityJobDefinitionRequest, DescribeModelExplainabilityJobDefinitionResponse, DescribeModelInput, DescribeModelOutput, DescribeModelPackageGroupInput, DescribeModelPackageGroupOutput, DescribeModelPackageInput, DescribeModelPackageOutput, DescribeModelQualityJobDefinitionRequest, DescribeModelQualityJobDefinitionResponse, DescribeMonitoringScheduleRequest, DescribeMonitoringScheduleResponse, DescribeNotebookInstanceInput, DescribeNotebookInstanceLifecycleConfigInput, DescribeNotebookInstanceLifecycleConfigOutput, DescribeNotebookInstanceOutput, DescribeOptimizationJobRequest, DescribeOptimizationJobResponse, DescribePartnerAppRequest, DescribePartnerAppResponse, DescribePipelineDefinitionForExecutionRequest, DescribePipelineDefinitionForExecutionResponse, DescribePipelineExecutionRequest, DescribePipelineExecutionResponse, DescribePipelineRequest, DescribePipelineResponse, DescribeProcessingJobRequest, DescribeProcessingJobResponse, DescribeProjectInput, DescribeProjectOutput, DescribeReservedCapacityRequest, DescribeReservedCapacityResponse, DescribeSpaceRequest, DescribeSpaceResponse, DescribeStudioLifecycleConfigRequest, DescribeStudioLifecycleConfigResponse, DescribeSubscribedWorkteamRequest, DescribeSubscribedWorkteamResponse, DescribeTrainingJobRequest, DescribeTrainingJobResponse, DescribeTrainingPlanExtensionHistoryRequest, DescribeTrainingPlanExtensionHistoryResponse, DescribeTrainingPlanRequest, DescribeTrainingPlanResponse, DescribeTransformJobRequest, DescribeTransformJobResponse, DescribeTrialComponentRequest, DescribeTrialComponentResponse, DescribeTrialRequest, DescribeTrialResponse, DescribeUserProfileRequest, DescribeUserProfileResponse, DescribeWorkforceRequest, DescribeWorkforceResponse, DescribeWorkteamRequest, DescribeWorkteamResponse, DesiredWeightAndCapacity, DetachClusterNodeVolumeRequest, DetachClusterNodeVolumeResponse, Device, DeviceDeploymentSummary, DeviceFleetSummary, DeviceSelectionConfig, DeviceStats, DeviceSummary, DirectDeploySettings, DisableSagemakerServicecatalogPortfolioInput, DisableSagemakerServicecatalogPortfolioOutput, DisassociateTrialComponentRequest, DisassociateTrialComponentResponse, DockerSettings, DomainDetails, DomainSettings, DomainSettingsForUpdate, DriftCheckBaselines, DriftCheckBias, DriftCheckExplainability, DriftCheckModelDataQuality, DriftCheckModelQuality, DynamicScalingConfiguration, EFSFileSystem, EFSFileSystemConfig, EMRStepMetadata, EbsStorageSettings, Ec2CapacityReservation, Edge, EdgeDeploymentConfig, EdgeDeploymentModelConfig, EdgeDeploymentPlanSummary, EdgeDeploymentStatus, EdgeModel, EdgeModelStat, EdgeModelSummary, EdgeOutputConfig, EdgePackagingJobSummary, EdgePresetDeploymentOutput, EmrServerlessComputeConfig, EmrServerlessSettings, EmrSettings, EnableSagemakerServicecatalogPortfolioInput, EnableSagemakerServicecatalogPortfolioOutput, Endpoint, EndpointConfigStepMetadata, EndpointConfigSummary, EndpointInfo, EndpointInput, EndpointInputConfiguration, EndpointMetadata, EndpointOutputConfiguration, EndpointPerformance, EndpointStepMetadata, EndpointSummary, EnvironmentConfig, EnvironmentConfigDetails, EnvironmentParameter, EnvironmentParameterRanges, ErrorInfo, EventDetails, EventMetadata, Experiment, ExperimentConfig, ExperimentSource, ExperimentSummary, Explainability, ExplainerConfig, ExtendTrainingPlanRequest, ExtendTrainingPlanResponse, FSxLustreConfig, FSxLustreFileSystem, FSxLustreFileSystemConfig, FailStepMetadata, FeatureDefinition, FeatureGroup, FeatureGroupSummary, FeatureMetadata, FeatureParameter, FileSource, FileSystemConfig, FileSystemDataSource, Filter, FinalAutoMLJobObjectiveMetric, FinalHyperParameterTuningJobObjectiveMetric, FlowDefinitionOutputConfig, FlowDefinitionSummary, GenerativeAiSettings, GetDeviceFleetReportRequest, GetDeviceFleetReportResponse, GetLineageGroupPolicyRequest, GetLineageGroupPolicyResponse, GetModelPackageGroupPolicyInput, GetModelPackageGroupPolicyOutput, GetSagemakerServicecatalogPortfolioStatusInput, GetSagemakerServicecatalogPortfolioStatusOutput, GetScalingConfigurationRecommendationRequest, GetScalingConfigurationRecommendationResponse, GetSearchSuggestionsRequest, GetSearchSuggestionsResponse, GitConfig, GitConfigForUpdate, HiddenSageMakerImage, HolidayConfigAttributes, HubAccessConfig, HubContentDependency, HubContentInfo, HubInfo, HubS3StorageConfig, HumanLoopActivationConditionsConfig, HumanLoopActivationConfig, HumanLoopConfig, HumanLoopRequestSource, HumanTaskConfig, HumanTaskUiSummary, HyperParameterAlgorithmSpecification, HyperParameterSpecification, HyperParameterTrainingJobDefinition, HyperParameterTrainingJobSummary, HyperParameterTuningInstanceConfig, HyperParameterTuningJobCompletionDetails, HyperParameterTuningJobConfig, HyperParameterTuningJobConsumedResources, HyperParameterTuningJobObjective, HyperParameterTuningJobSearchEntity, HyperParameterTuningJobStrategyConfig, HyperParameterTuningJobSummary, HyperParameterTuningJobWarmStartConfig, HyperParameterTuningResourceConfig, HyperbandStrategyConfig, IamIdentity, IamPolicyConstraints, IdentityProviderOAuthSetting, IdleSettings, Image, ImageClassificationJobConfig, ImageConfig, ImageVersion, ImportHubContentRequest, ImportHubContentResponse, InferenceComponentAvailabilityZoneBalance, InferenceComponentCapacitySize, InferenceComponentComputeResourceRequirements, InferenceComponentContainerSpecification, InferenceComponentContainerSpecificationSummary, InferenceComponentDataCacheConfig, InferenceComponentDataCacheConfigSummary, InferenceComponentDeploymentConfig, InferenceComponentMetadata, InferenceComponentPlacementStatus, InferenceComponentRollingUpdatePolicy, InferenceComponentRuntimeConfig, InferenceComponentRuntimeConfigSummary, InferenceComponentSchedulingConfig, InferenceComponentSpecification, InferenceComponentSpecificationSummary, InferenceComponentStartupParameters, InferenceComponentSummary, InferenceExecutionConfig, InferenceExperimentDataStorageConfig, InferenceExperimentSchedule, InferenceExperimentSummary, InferenceHubAccessConfig, InferenceMetrics, InferenceRecommendation, InferenceRecommendationsJob, InferenceRecommendationsJobStep, InferenceSpecification, InfraCheckConfig, InputConfig, InstanceGroup, InstanceGroupHealthCheckConfiguration, InstanceGroupMetadata, InstanceGroupScalingMetadata, InstanceMetadata, InstanceMetadataServiceConfiguration, InstancePlacementConfig, InstancePool, InstancePoolSummary, IntegerParameterRange, IntegerParameterRangeSpecification, JupyterLabAppImageConfig, JupyterLabAppSettings, JupyterServerAppSettings, KendraSettings, KernelGatewayAppSettings, KernelGatewayImageConfig, KernelSpec, LabelCounters, LabelCountersForWorkteam, LabelingJobAlgorithmsConfig, LabelingJobDataAttributes, LabelingJobDataSource, LabelingJobForWorkteamSummary, LabelingJobInputConfig, LabelingJobOutput, LabelingJobOutputConfig, LabelingJobResourceConfig, LabelingJobS3DataSource, LabelingJobSnsDataSource, LabelingJobStoppingConditions, LabelingJobSummary, LambdaStepMetadata, LastUpdateStatus, LineageGroupSummary, LineageMetadata, ListAIBenchmarkJobsRequest, ListAIBenchmarkJobsResponse, ListAIRecommendationJobsRequest, ListAIRecommendationJobsResponse, ListAIWorkloadConfigsRequest, ListAIWorkloadConfigsResponse, ListActionsRequest, ListActionsResponse, ListAlgorithmsInput, ListAlgorithmsOutput, ListAliasesRequest, ListAliasesResponse, ListAppImageConfigsRequest, ListAppImageConfigsResponse, ListAppsRequest, ListAppsResponse, ListArtifactsRequest, ListArtifactsResponse, ListAssociationsRequest, ListAssociationsResponse, ListAutoMLJobsRequest, ListAutoMLJobsResponse, ListCandidatesForAutoMLJobRequest, ListCandidatesForAutoMLJobResponse, ListClusterEventsRequest, ListClusterEventsResponse, ListClusterNodesRequest, ListClusterNodesResponse, ListClusterSchedulerConfigsRequest, ListClusterSchedulerConfigsResponse, ListClustersRequest, ListClustersResponse, ListCodeRepositoriesInput, ListCodeRepositoriesOutput, ListCompilationJobsRequest, ListCompilationJobsResponse, ListComputeQuotasRequest, ListComputeQuotasResponse, ListContextsRequest, ListContextsResponse, ListDataQualityJobDefinitionsRequest, ListDataQualityJobDefinitionsResponse, ListDeviceFleetsRequest, ListDeviceFleetsResponse, ListDevicesRequest, ListDevicesResponse, ListDomainsRequest, ListDomainsResponse, ListEdgeDeploymentPlansRequest, ListEdgeDeploymentPlansResponse, ListEdgePackagingJobsRequest, ListEdgePackagingJobsResponse, ListEndpointConfigsInput, ListEndpointConfigsOutput, ListEndpointsInput, ListEndpointsOutput, ListExperimentsRequest, ListExperimentsResponse, ListFeatureGroupsRequest, ListFeatureGroupsResponse, ListFlowDefinitionsRequest, ListFlowDefinitionsResponse, ListHubContentVersionsRequest, ListHubContentVersionsResponse, ListHubContentsRequest, ListHubContentsResponse, ListHubsRequest, ListHubsResponse, ListHumanTaskUisRequest, ListHumanTaskUisResponse, ListHyperParameterTuningJobsRequest, ListHyperParameterTuningJobsResponse, ListImageVersionsRequest, ListImageVersionsResponse, ListImagesRequest, ListImagesResponse, ListInferenceComponentsInput, ListInferenceComponentsOutput, ListInferenceExperimentsRequest, ListInferenceExperimentsResponse, ListInferenceRecommendationsJobStepsRequest, ListInferenceRecommendationsJobStepsResponse, ListInferenceRecommendationsJobsRequest, ListInferenceRecommendationsJobsResponse, ListLabelingJobsForWorkteamRequest, ListLabelingJobsForWorkteamResponse, ListLabelingJobsRequest, ListLabelingJobsResponse, ListLineageGroupsRequest, ListLineageGroupsResponse, ListMlflowAppsRequest, ListMlflowAppsResponse, ListMlflowTrackingServersRequest, ListMlflowTrackingServersResponse, ListModelBiasJobDefinitionsRequest, ListModelBiasJobDefinitionsResponse, ListModelCardExportJobsRequest, ListModelCardExportJobsResponse, ListModelCardVersionsRequest, ListModelCardVersionsResponse, ListModelCardsRequest, ListModelCardsResponse, ListModelExplainabilityJobDefinitionsRequest, ListModelExplainabilityJobDefinitionsResponse, ListModelMetadataRequest, ListModelMetadataResponse, ListModelPackageGroupsInput, ListModelPackageGroupsOutput, ListModelPackagesInput, ListModelPackagesOutput, ListModelQualityJobDefinitionsRequest, ListModelQualityJobDefinitionsResponse, ListModelsInput, ListModelsOutput, ListMonitoringAlertHistoryRequest, ListMonitoringAlertHistoryResponse, ListMonitoringAlertsRequest, ListMonitoringAlertsResponse, ListMonitoringExecutionsRequest, ListMonitoringExecutionsResponse, ListMonitoringSchedulesRequest, ListMonitoringSchedulesResponse, ListNotebookInstanceLifecycleConfigsInput, ListNotebookInstanceLifecycleConfigsOutput, ListNotebookInstancesInput, ListNotebookInstancesOutput, ListOptimizationJobsRequest, ListOptimizationJobsResponse, ListPartnerAppsRequest, ListPartnerAppsResponse, ListPipelineExecutionStepsRequest, ListPipelineExecutionStepsResponse, ListPipelineExecutionsRequest, ListPipelineExecutionsResponse, ListPipelineParametersForExecutionRequest, ListPipelineParametersForExecutionResponse, ListPipelineVersionsRequest, ListPipelineVersionsResponse, ListPipelinesRequest, ListPipelinesResponse, ListProcessingJobsRequest, ListProcessingJobsResponse, ListProjectsInput, ListProjectsOutput, ListResourceCatalogsRequest, ListResourceCatalogsResponse, ListSpacesRequest, ListSpacesResponse, ListStageDevicesRequest, ListStageDevicesResponse, ListStudioLifecycleConfigsRequest, ListStudioLifecycleConfigsResponse, ListSubscribedWorkteamsRequest, ListSubscribedWorkteamsResponse, ListTagsInput, ListTagsOutput, ListTrainingJobsForHyperParameterTuningJobRequest, ListTrainingJobsForHyperParameterTuningJobResponse, ListTrainingJobsRequest, ListTrainingJobsResponse, ListTrainingPlansRequest, ListTrainingPlansResponse, ListTransformJobsRequest, ListTransformJobsResponse, ListTrialComponentsRequest, ListTrialComponentsResponse, ListTrialsRequest, ListTrialsResponse, ListUltraServersByReservedCapacityRequest, ListUltraServersByReservedCapacityResponse, ListUserProfilesRequest, ListUserProfilesResponse, ListWorkforcesRequest, ListWorkforcesResponse, ListWorkteamsRequest, ListWorkteamsResponse, MLflowConfiguration, MemberDefinition, MetadataProperties, MetricData, MetricDatum, MetricDefinition, MetricSpecification, MetricsConfig, MetricsSource, MlflowAppSummary, MlflowConfig, MlflowDetails, Model, ModelAccessConfig, ModelArtifacts, ModelBiasAppSpecification, ModelBiasBaselineConfig, ModelBiasJobInput, ModelCard, ModelCardExportArtifacts, ModelCardExportJobSummary, ModelCardExportOutputConfig, ModelCardSecurityConfig, ModelCardSummary, ModelCardVersionSummary, ModelClientConfig, ModelCompilationConfig, ModelConfiguration, ModelDashboardEndpoint, ModelDashboardIndicatorAction, ModelDashboardModel, ModelDashboardModelCard, ModelDashboardMonitoringSchedule, ModelDataQuality, ModelDataSource, ModelDeployConfig, ModelDeployResult, ModelDigests, ModelExplainabilityAppSpecification, ModelExplainabilityBaselineConfig, ModelExplainabilityJobInput, ModelInfrastructureConfig, ModelInput, ModelLatencyThreshold, ModelLifeCycle, ModelMetadataFilter, ModelMetadataSearchExpression, ModelMetadataSummary, ModelMetrics, ModelPackage, ModelPackageConfig, ModelPackageContainerDefinition, ModelPackageGroup, ModelPackageGroupSummary, ModelPackageModelCard, ModelPackageSecurityConfig, ModelPackageStatusDetails, ModelPackageStatusItem, ModelPackageSummary, ModelPackageValidationProfile, ModelPackageValidationSpecification, ModelQuality, ModelQualityAppSpecification, ModelQualityBaselineConfig, ModelQualityJobInput, ModelQuantizationConfig, ModelRegisterSettings, ModelShardingConfig, ModelSpeculativeDecodingConfig, ModelSpeculativeDecodingTrainingDataSource, ModelStepMetadata, ModelSummary, ModelVariantConfig, ModelVariantConfigSummary, MonitoringAlertActions, MonitoringAlertHistorySummary, MonitoringAlertSummary, MonitoringAppSpecification, MonitoringBaselineConfig, MonitoringClusterConfig, MonitoringConstraintsResource, MonitoringCsvDatasetFormat, MonitoringDatasetFormat, MonitoringExecutionSummary, MonitoringGroundTruthS3Input, MonitoringInput, MonitoringJobDefinition, MonitoringJobDefinitionSummary, MonitoringJsonDatasetFormat, MonitoringNetworkConfig, MonitoringOutput, MonitoringOutputConfig, MonitoringParquetDatasetFormat, MonitoringResources, MonitoringS3Output, MonitoringSchedule, MonitoringScheduleConfig, MonitoringScheduleSummary, MonitoringStatisticsResource, MonitoringStoppingCondition, MultiModelConfig, NeoVpcConfig, NestedFilters, NetworkConfig, NodeAdditionResult, NotebookInstanceLifecycleConfigSummary, NotebookInstanceLifecycleHook, NotebookInstanceSummary, NotificationConfiguration, ObjectiveStatusCounters, OfflineStoreConfig, OfflineStoreStatus, OidcConfig, OidcConfigForResponse, OidcMemberDefinition, OnlineStoreConfig, OnlineStoreConfigUpdate, OnlineStoreSecurityConfig, OptimizationConfig, OptimizationJobModelSource, OptimizationJobModelSourceS3, OptimizationJobOutputConfig, OptimizationJobSummary, OptimizationModelAccessConfig, OptimizationOutput, OptimizationSageMakerModel, OptimizationVpcConfig, OutputConfig, OutputDataConfig, OutputParameter, OwnershipSettings, OwnershipSettingsSummary, ParallelismConfiguration, Parameter, ParameterRange, ParameterRanges, Parent, ParentHyperParameterTuningJob, PartnerAppConfig, PartnerAppMaintenanceConfig, PartnerAppSummary, PendingDeploymentSummary, PendingProductionVariantSummary, Phase, Pipeline, PipelineDefinitionS3Location, PipelineExecution, PipelineExecutionStep, PipelineExecutionStepMetadata, PipelineExecutionSummary, PipelineExperimentConfig, PipelineSummary, PipelineVersion, PipelineVersionSummary, PlacementSpecification, PredefinedMetricSpecification, PresignedUrlAccessConfig, PriorityClass, ProcessingClusterConfig, ProcessingFeatureStoreOutput, ProcessingInput, ProcessingJob, ProcessingJobStepMetadata, ProcessingJobSummary, ProcessingOutput, ProcessingOutputConfig, ProcessingResources, ProcessingS3Input, ProcessingS3Output, ProcessingStoppingCondition, ProductionVariant, ProductionVariantCapacityReservationConfig, ProductionVariantCapacityReservationSummary, ProductionVariantCoreDumpConfig, ProductionVariantManagedInstanceScaling, ProductionVariantManagedInstanceScalingScaleInPolicy, ProductionVariantRoutingConfig, ProductionVariantServerlessConfig, ProductionVariantServerlessUpdateConfig, ProductionVariantStatus, ProductionVariantSummary, ProfilerConfig, ProfilerConfigForUpdate, ProfilerRuleConfiguration, ProfilerRuleEvaluationStatus, Project, ProjectSummary, PropertyNameQuery, PropertyNameSuggestion, ProvisioningParameter, PublicWorkforceTaskPrice, PutModelPackageGroupPolicyInput, PutModelPackageGroupPolicyOutput, QualityCheckStepMetadata, QueryFilters, QueryLineageRequest, QueryLineageResponse, RSessionAppSettings, RStudioServerProAppSettings, RStudioServerProDomainSettings, RStudioServerProDomainSettingsForUpdate, RealTimeInferenceConfig, RealTimeInferenceRecommendation, RecommendationJobCompiledOutputConfig, RecommendationJobContainerConfig, RecommendationJobInferenceBenchmark, RecommendationJobInputConfig, RecommendationJobOutputConfig, RecommendationJobPayloadConfig, RecommendationJobResourceLimit, RecommendationJobStoppingConditions, RecommendationJobVpcConfig, RecommendationMetrics, RedshiftDatasetDefinition, RegisterDevicesRequest, RegisterModelStepMetadata, RemoteDebugConfig, RemoteDebugConfigForUpdate, RenderUiTemplateRequest, RenderUiTemplateResponse, RenderableTask, RenderingError, RepositoryAuthConfig, ReservedCapacityOffering, ReservedCapacitySummary, ResolvedAttributes, ResourceCatalog, ResourceConfig, ResourceConfigForUpdate, ResourceInUse, ResourceLimitExceeded, ResourceLimits, ResourceNotFound, ResourceSharingConfig, ResourceSpec, RetentionPolicy, RetryPipelineExecutionRequest, RetryPipelineExecutionResponse, RetryStrategy, RoleGroupAssignment, RollingDeploymentPolicy, RollingUpdatePolicy, S3DataSource, S3FileSystem, S3FileSystemConfig, S3ModelDataSource, S3Presign, S3StorageConfig, ScalingPolicy, ScalingPolicyMetric, ScalingPolicyObjective, ScheduleConfig, ScheduledUpdateConfig, SchedulerConfig, SearchExpression, SearchRecord, SearchRequest, SearchResponse, SearchTrainingPlanOfferingsRequest, SearchTrainingPlanOfferingsResponse, SecondaryStatusTransition, SelectedStep, SelectiveExecutionConfig, SelectiveExecutionResult, SendPipelineExecutionStepFailureRequest, SendPipelineExecutionStepFailureResponse, SendPipelineExecutionStepSuccessRequest, SendPipelineExecutionStepSuccessResponse, ServerlessJobConfig, ServiceCatalogProvisionedProductDetails, ServiceCatalogProvisioningDetails, ServiceCatalogProvisioningUpdateDetails, SessionChainingConfig, ShadowModeConfig, ShadowModelVariantConfig, SharingSettings, ShuffleConfig, SourceAlgorithm, SourceAlgorithmSpecification, SourceIpConfig, SpaceAppLifecycleManagement, SpaceCodeEditorAppSettings, SpaceDetails, SpaceIdleSettings, SpaceJupyterLabAppSettings, SpaceSettings, SpaceSettingsSummary, SpaceSharingSettings, SpaceSharingSettingsSummary, SpaceStorageSettings, Stairs, StartClusterHealthCheckRequest, StartClusterHealthCheckResponse, StartEdgeDeploymentStageRequest, StartInferenceExperimentRequest, StartInferenceExperimentResponse, StartMlflowTrackingServerRequest, StartMlflowTrackingServerResponse, StartMonitoringScheduleRequest, StartNotebookInstanceInput, StartPipelineExecutionRequest, StartPipelineExecutionResponse, StartSessionRequest, StartSessionResponse, StopAIBenchmarkJobRequest, StopAIBenchmarkJobResponse, StopAIRecommendationJobRequest, StopAIRecommendationJobResponse, StopAutoMLJobRequest, StopCompilationJobRequest, StopEdgeDeploymentStageRequest, StopEdgePackagingJobRequest, StopHyperParameterTuningJobRequest, StopInferenceExperimentRequest, StopInferenceExperimentResponse, StopInferenceRecommendationsJobRequest, StopLabelingJobRequest, StopMlflowTrackingServerRequest, StopMlflowTrackingServerResponse, StopMonitoringScheduleRequest, StopNotebookInstanceInput, StopOptimizationJobRequest, StopPipelineExecutionRequest, StopPipelineExecutionResponse, StopProcessingJobRequest, StopTrainingJobRequest, StopTransformJobRequest, StoppingCondition, StudioLifecycleConfigDetails, StudioWebPortalSettings, SubscribedWorkteam, SuggestionQuery, TabularJobConfig, TabularResolvedAttributes, Tag, TargetPlatform, TargetTrackingScalingPolicyConfiguration, TemplateProviderDetail, TensorBoardAppSettings, TensorBoardOutputConfig, TextClassificationJobConfig, TextGenerationJobConfig, TextGenerationResolvedAttributes, ThroughputConfig, ThroughputConfigDescription, ThroughputConfigUpdate, TimeSeriesConfig, TimeSeriesForecastingJobConfig, TimeSeriesForecastingSettings, TimeSeriesTransformations, TotalHits, TrackingServerSummary, TrafficPattern, TrafficRoutingConfig, TrainingImageConfig, TrainingJob, TrainingJobDefinition, TrainingJobStatusCounters, TrainingJobStepMetadata, TrainingJobSummary, TrainingPlanExtension, TrainingPlanExtensionOffering, TrainingPlanFilter, TrainingPlanOffering, TrainingPlanSummary, TrainingProgressInfo, TrainingRepositoryAuthConfig, TrainingSpecification, TransformDataSource, TransformInput, TransformJob, TransformJobDefinition, TransformJobStepMetadata, TransformJobSummary, TransformOutput, TransformResources, TransformS3DataSource, Trial, TrialComponent, TrialComponentArtifact, TrialComponentMetricSummary, TrialComponentParameterValue, TrialComponentSimpleSummary, TrialComponentSource, TrialComponentSourceDetail, TrialComponentStatus, TrialComponentSummary, TrialSource, TrialSummary, TrustedIdentityPropagationSettings, TtlDuration, TuningJobCompletionCriteria, TuningJobStepMetaData, USD, UiConfig, UiTemplate, UiTemplateInfo, UltraServer, UltraServerInfo, UltraServerSummary, UnifiedStudioSettings, UpdateActionRequest, UpdateActionResponse, UpdateAppImageConfigRequest, UpdateAppImageConfigResponse, UpdateArtifactRequest, UpdateArtifactResponse, UpdateClusterRequest, UpdateClusterResponse, UpdateClusterSchedulerConfigRequest, UpdateClusterSchedulerConfigResponse, UpdateClusterSoftwareInstanceGroupSpecification, UpdateClusterSoftwareRequest, UpdateClusterSoftwareResponse, UpdateCodeRepositoryInput, UpdateCodeRepositoryOutput, UpdateComputeQuotaRequest, UpdateComputeQuotaResponse, UpdateContextRequest, UpdateContextResponse, UpdateDeviceFleetRequest, UpdateDevicesRequest, UpdateDomainRequest, UpdateDomainResponse, UpdateEndpointInput, UpdateEndpointOutput, UpdateEndpointWeightsAndCapacitiesInput, UpdateEndpointWeightsAndCapacitiesOutput, UpdateExperimentRequest, UpdateExperimentResponse, UpdateFeatureGroupRequest, UpdateFeatureGroupResponse, UpdateFeatureMetadataRequest, UpdateHubContentReferenceRequest, UpdateHubContentReferenceResponse, UpdateHubContentRequest, UpdateHubContentResponse, UpdateHubRequest, UpdateHubResponse, UpdateImageRequest, UpdateImageResponse, UpdateImageVersionRequest, UpdateImageVersionResponse, UpdateInferenceComponentInput, UpdateInferenceComponentOutput, UpdateInferenceComponentRuntimeConfigInput, UpdateInferenceComponentRuntimeConfigOutput, UpdateInferenceExperimentRequest, UpdateInferenceExperimentResponse, UpdateMlflowAppRequest, UpdateMlflowAppResponse, UpdateMlflowTrackingServerRequest, UpdateMlflowTrackingServerResponse, UpdateModelCardRequest, UpdateModelCardResponse, UpdateModelPackageInput, UpdateModelPackageOutput, UpdateMonitoringAlertRequest, UpdateMonitoringAlertResponse, UpdateMonitoringScheduleRequest, UpdateMonitoringScheduleResponse, UpdateNotebookInstanceInput, UpdateNotebookInstanceLifecycleConfigInput, UpdateNotebookInstanceLifecycleConfigOutput, UpdateNotebookInstanceOutput, UpdatePartnerAppRequest, UpdatePartnerAppResponse, UpdatePipelineExecutionRequest, UpdatePipelineExecutionResponse, UpdatePipelineRequest, UpdatePipelineResponse, UpdatePipelineVersionRequest, UpdatePipelineVersionResponse, UpdateProjectInput, UpdateProjectOutput, UpdateSpaceRequest, UpdateSpaceResponse, UpdateTemplateProvider, UpdateTrainingJobRequest, UpdateTrainingJobResponse, UpdateTrialComponentRequest, UpdateTrialComponentResponse, UpdateTrialRequest, UpdateTrialResponse, UpdateUserProfileRequest, UpdateUserProfileResponse, UpdateWorkforceRequest, UpdateWorkforceResponse, UpdateWorkteamRequest, UpdateWorkteamResponse, UserContext, UserProfileDetails, UserSettings, VariantProperty, VectorConfig, Vertex, VisibilityConditions, VpcConfig, WarmPoolStatus, WorkerAccessConfiguration, Workforce, WorkforceVpcConfigRequest, WorkforceVpcConfigResponse, WorkloadSpec, WorkspaceSettings, Workteam

Instance Attribute Summary collapse

Instance Attribute Details

#cluster ⇒ Types::ClusterMetadata

Metadata specific to cluster-level events.

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 25993

class EventMetadata < Struct.new(
  :cluster,
  :instance_group,
  :instance_group_scaling,
  :instance,
  :unknown)
  SENSITIVE = []
  include Aws::Structure
  include Aws::Structure::Union

  class Cluster < EventMetadata; end
  class InstanceGroup < EventMetadata; end
  class InstanceGroupScaling < EventMetadata; end
  class Instance < EventMetadata; end
  class Unknown < EventMetadata; end
end

#customized ⇒ Types::CustomizedMetricSpecification

Information about a customized metric.

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 39258

class MetricSpecification < Struct.new(
  :predefined,
  :customized,
  :unknown)
  SENSITIVE = []
  include Aws::Structure
  include Aws::Structure::Union

  class Predefined < MetricSpecification; end
  class Customized < MetricSpecification; end
  class Unknown < MetricSpecification; end
end

#ebs_volume_config ⇒ Types::ClusterEbsVolumeConfig

Defines the configuration for attaching additional Amazon Elastic Block Store (EBS) volumes to the instances in the SageMaker HyperPod cluster instance group. The additional EBS volume is attached to each instance within the SageMaker HyperPod cluster instance group and mounted to ‘/opt/sagemaker`.

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 6736

class ClusterInstanceStorageConfig < Struct.new(
  :ebs_volume_config,
  :fsx_lustre_config,
  :fsx_open_zfs_config,
  :unknown)
  SENSITIVE = []
  include Aws::Structure
  include Aws::Structure::Union

  class EbsVolumeConfig < ClusterInstanceStorageConfig; end
  class FsxLustreConfig < ClusterInstanceStorageConfig; end
  class FsxOpenZfsConfig < ClusterInstanceStorageConfig; end
  class Unknown < ClusterInstanceStorageConfig; end
end

#efs_file_system ⇒ Types::EFSFileSystem

A custom file system in Amazon EFS.

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 14553

class CustomFileSystem < Struct.new(
  :efs_file_system,
  :f_sx_lustre_file_system,
  :s3_file_system,
  :unknown)
  SENSITIVE = []
  include Aws::Structure
  include Aws::Structure::Union

  class EfsFileSystem < CustomFileSystem; end
  class FSxLustreFileSystem < CustomFileSystem; end
  class S3FileSystem < CustomFileSystem; end
  class Unknown < CustomFileSystem; end
end

#efs_file_system_config ⇒ Types::EFSFileSystemConfig

The settings for a custom Amazon EFS file system.

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 14590

class CustomFileSystemConfig < Struct.new(
  :efs_file_system_config,
  :f_sx_lustre_file_system_config,
  :s3_file_system_config,
  :unknown)
  SENSITIVE = []
  include Aws::Structure
  include Aws::Structure::Union

  class EfsFileSystemConfig < CustomFileSystemConfig; end
  class FSxLustreFileSystemConfig < CustomFileSystemConfig; end
  class S3FileSystemConfig < CustomFileSystemConfig; end
  class Unknown < CustomFileSystemConfig; end
end

#endpoint ⇒ Types::AIBenchmarkEndpoint

The SageMaker endpoint to benchmark.

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 153

class AIBenchmarkTarget < Struct.new(
  :endpoint,
  :unknown)
  SENSITIVE = []
  include Aws::Structure
  include Aws::Structure::Union

  class Endpoint < AIBenchmarkTarget; end
  class Unknown < AIBenchmarkTarget; end
end

#f_sx_lustre_file_system ⇒ Types::FSxLustreFileSystem

A custom file system in Amazon FSx for Lustre.

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 14553

class CustomFileSystem < Struct.new(
  :efs_file_system,
  :f_sx_lustre_file_system,
  :s3_file_system,
  :unknown)
  SENSITIVE = []
  include Aws::Structure
  include Aws::Structure::Union

  class EfsFileSystem < CustomFileSystem; end
  class FSxLustreFileSystem < CustomFileSystem; end
  class S3FileSystem < CustomFileSystem; end
  class Unknown < CustomFileSystem; end
end

#f_sx_lustre_file_system_config ⇒ Types::FSxLustreFileSystemConfig

The settings for a custom Amazon FSx for Lustre file system.

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 14590

class CustomFileSystemConfig < Struct.new(
  :efs_file_system_config,
  :f_sx_lustre_file_system_config,
  :s3_file_system_config,
  :unknown)
  SENSITIVE = []
  include Aws::Structure
  include Aws::Structure::Union

  class EfsFileSystemConfig < CustomFileSystemConfig; end
  class FSxLustreFileSystemConfig < CustomFileSystemConfig; end
  class S3FileSystemConfig < CustomFileSystemConfig; end
  class Unknown < CustomFileSystemConfig; end
end

#fsx_lustre_config ⇒ Types::ClusterFsxLustreConfig

Defines the configuration for attaching an Amazon FSx for Lustre file system to the instances in the SageMaker HyperPod cluster instance group.

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 6736

class ClusterInstanceStorageConfig < Struct.new(
  :ebs_volume_config,
  :fsx_lustre_config,
  :fsx_open_zfs_config,
  :unknown)
  SENSITIVE = []
  include Aws::Structure
  include Aws::Structure::Union

  class EbsVolumeConfig < ClusterInstanceStorageConfig; end
  class FsxLustreConfig < ClusterInstanceStorageConfig; end
  class FsxOpenZfsConfig < ClusterInstanceStorageConfig; end
  class Unknown < ClusterInstanceStorageConfig; end
end

#fsx_open_zfs_config ⇒ Types::ClusterFsxOpenZfsConfig

Defines the configuration for attaching an Amazon FSx for OpenZFS file system to the instances in the SageMaker HyperPod cluster instance group.

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 6736

class ClusterInstanceStorageConfig < Struct.new(
  :ebs_volume_config,
  :fsx_lustre_config,
  :fsx_open_zfs_config,
  :unknown)
  SENSITIVE = []
  include Aws::Structure
  include Aws::Structure::Union

  class EbsVolumeConfig < ClusterInstanceStorageConfig; end
  class FsxLustreConfig < ClusterInstanceStorageConfig; end
  class FsxOpenZfsConfig < ClusterInstanceStorageConfig; end
  class Unknown < ClusterInstanceStorageConfig; end
end

#image_classification_job_config ⇒ Types::ImageClassificationJobConfig

Settings used to configure an AutoML job V2 for the image classification problem type.

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 3574

class AutoMLProblemTypeConfig < Struct.new(
  :image_classification_job_config,
  :text_classification_job_config,
  :time_series_forecasting_job_config,
  :tabular_job_config,
  :text_generation_job_config,
  :unknown)
  SENSITIVE = []
  include Aws::Structure
  include Aws::Structure::Union

  class ImageClassificationJobConfig < AutoMLProblemTypeConfig; end
  class TextClassificationJobConfig < AutoMLProblemTypeConfig; end
  class TimeSeriesForecastingJobConfig < AutoMLProblemTypeConfig; end
  class TabularJobConfig < AutoMLProblemTypeConfig; end
  class TextGenerationJobConfig < AutoMLProblemTypeConfig; end
  class Unknown < AutoMLProblemTypeConfig; end
end

#inline ⇒ String

An inline YAML or JSON string that defines benchmark parameters.

Returns:

  • (String) 


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# File 'lib/aws-sdk-sagemaker/types.rb', line 57990

class WorkloadSpec < Struct.new(
  :inline,
  :unknown)
  SENSITIVE = []
  include Aws::Structure
  include Aws::Structure::Union

  class Inline < WorkloadSpec; end
  class Unknown < WorkloadSpec; end
end

#input_data_config ⇒ Array<Types::AIWorkloadInputDataConfig>

An array of input data channel configurations for the workload.

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 216

class AIDatasetConfig < Struct.new(
  :input_data_config,
  :unknown)
  SENSITIVE = []
  include Aws::Structure
  include Aws::Structure::Union

  class InputDataConfig < AIDatasetConfig; end
  class Unknown < AIDatasetConfig; end
end

#instance ⇒ Types::InstanceMetadata

Metadata specific to instance-level events.

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 25993

class EventMetadata < Struct.new(
  :cluster,
  :instance_group,
  :instance_group_scaling,
  :instance,
  :unknown)
  SENSITIVE = []
  include Aws::Structure
  include Aws::Structure::Union

  class Cluster < EventMetadata; end
  class InstanceGroup < EventMetadata; end
  class InstanceGroupScaling < EventMetadata; end
  class Instance < EventMetadata; end
  class Unknown < EventMetadata; end
end

#instance_group ⇒ Types::InstanceGroupMetadata

Metadata specific to instance group-level events.

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 25993

class EventMetadata < Struct.new(
  :cluster,
  :instance_group,
  :instance_group_scaling,
  :instance,
  :unknown)
  SENSITIVE = []
  include Aws::Structure
  include Aws::Structure::Union

  class Cluster < EventMetadata; end
  class InstanceGroup < EventMetadata; end
  class InstanceGroupScaling < EventMetadata; end
  class Instance < EventMetadata; end
  class Unknown < EventMetadata; end
end

#instance_group_scaling ⇒ Types::InstanceGroupScalingMetadata

Metadata related to instance group scaling events.

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 25993

class EventMetadata < Struct.new(
  :cluster,
  :instance_group,
  :instance_group_scaling,
  :instance,
  :unknown)
  SENSITIVE = []
  include Aws::Structure
  include Aws::Structure::Union

  class Cluster < EventMetadata; end
  class InstanceGroup < EventMetadata; end
  class InstanceGroupScaling < EventMetadata; end
  class Instance < EventMetadata; end
  class Unknown < EventMetadata; end
end

#model_compilation_config ⇒ Types::ModelCompilationConfig

Settings for the model compilation technique that’s applied by a model optimization job.

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 43168

class OptimizationConfig < Struct.new(
  :model_quantization_config,
  :model_compilation_config,
  :model_sharding_config,
  :model_speculative_decoding_config,
  :unknown)
  SENSITIVE = []
  include Aws::Structure
  include Aws::Structure::Union

  class ModelQuantizationConfig < OptimizationConfig; end
  class ModelCompilationConfig < OptimizationConfig; end
  class ModelShardingConfig < OptimizationConfig; end
  class ModelSpeculativeDecodingConfig < OptimizationConfig; end
  class Unknown < OptimizationConfig; end
end

#model_quantization_config ⇒ Types::ModelQuantizationConfig

Settings for the model quantization technique that’s applied by a model optimization job.

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 43168

class OptimizationConfig < Struct.new(
  :model_quantization_config,
  :model_compilation_config,
  :model_sharding_config,
  :model_speculative_decoding_config,
  :unknown)
  SENSITIVE = []
  include Aws::Structure
  include Aws::Structure::Union

  class ModelQuantizationConfig < OptimizationConfig; end
  class ModelCompilationConfig < OptimizationConfig; end
  class ModelShardingConfig < OptimizationConfig; end
  class ModelSpeculativeDecodingConfig < OptimizationConfig; end
  class Unknown < OptimizationConfig; end
end

#model_sharding_config ⇒ Types::ModelShardingConfig

Settings for the model sharding technique that’s applied by a model optimization job.

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 43168

class OptimizationConfig < Struct.new(
  :model_quantization_config,
  :model_compilation_config,
  :model_sharding_config,
  :model_speculative_decoding_config,
  :unknown)
  SENSITIVE = []
  include Aws::Structure
  include Aws::Structure::Union

  class ModelQuantizationConfig < OptimizationConfig; end
  class ModelCompilationConfig < OptimizationConfig; end
  class ModelShardingConfig < OptimizationConfig; end
  class ModelSpeculativeDecodingConfig < OptimizationConfig; end
  class Unknown < OptimizationConfig; end
end

#model_speculative_decoding_config ⇒ Types::ModelSpeculativeDecodingConfig

Settings for the model speculative decoding technique that’s applied by a model optimization job.

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 43168

class OptimizationConfig < Struct.new(
  :model_quantization_config,
  :model_compilation_config,
  :model_sharding_config,
  :model_speculative_decoding_config,
  :unknown)
  SENSITIVE = []
  include Aws::Structure
  include Aws::Structure::Union

  class ModelQuantizationConfig < OptimizationConfig; end
  class ModelCompilationConfig < OptimizationConfig; end
  class ModelShardingConfig < OptimizationConfig; end
  class ModelSpeculativeDecodingConfig < OptimizationConfig; end
  class Unknown < OptimizationConfig; end
end

#predefined ⇒ Types::PredefinedMetricSpecification

Information about a predefined metric.

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 39258

class MetricSpecification < Struct.new(
  :predefined,
  :customized,
  :unknown)
  SENSITIVE = []
  include Aws::Structure
  include Aws::Structure::Union

  class Predefined < MetricSpecification; end
  class Customized < MetricSpecification; end
  class Unknown < MetricSpecification; end
end

#s3 ⇒ Types::AIModelSourceS3

The Amazon S3 location of the model artifacts.

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 240

class AIModelSource < Struct.new(
  :s3,
  :unknown)
  SENSITIVE = []
  include Aws::Structure
  include Aws::Structure::Union

  class S3 < AIModelSource; end
  class Unknown < AIModelSource; end
end

#s3_file_system ⇒ Types::S3FileSystem

A custom file system in Amazon S3. This is only supported in Amazon SageMaker Unified Studio.

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 14553

class CustomFileSystem < Struct.new(
  :efs_file_system,
  :f_sx_lustre_file_system,
  :s3_file_system,
  :unknown)
  SENSITIVE = []
  include Aws::Structure
  include Aws::Structure::Union

  class EfsFileSystem < CustomFileSystem; end
  class FSxLustreFileSystem < CustomFileSystem; end
  class S3FileSystem < CustomFileSystem; end
  class Unknown < CustomFileSystem; end
end

#s3_file_system_config ⇒ Types::S3FileSystemConfig

Configuration settings for a custom Amazon S3 file system.

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 14590

class CustomFileSystemConfig < Struct.new(
  :efs_file_system_config,
  :f_sx_lustre_file_system_config,
  :s3_file_system_config,
  :unknown)
  SENSITIVE = []
  include Aws::Structure
  include Aws::Structure::Union

  class EfsFileSystemConfig < CustomFileSystemConfig; end
  class FSxLustreFileSystemConfig < CustomFileSystemConfig; end
  class S3FileSystemConfig < CustomFileSystemConfig; end
  class Unknown < CustomFileSystemConfig; end
end

#tabular_job_config ⇒ Types::TabularJobConfig

Settings used to configure an AutoML job V2 for the tabular problem type (regression, classification).

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 3574

class AutoMLProblemTypeConfig < Struct.new(
  :image_classification_job_config,
  :text_classification_job_config,
  :time_series_forecasting_job_config,
  :tabular_job_config,
  :text_generation_job_config,
  :unknown)
  SENSITIVE = []
  include Aws::Structure
  include Aws::Structure::Union

  class ImageClassificationJobConfig < AutoMLProblemTypeConfig; end
  class TextClassificationJobConfig < AutoMLProblemTypeConfig; end
  class TimeSeriesForecastingJobConfig < AutoMLProblemTypeConfig; end
  class TabularJobConfig < AutoMLProblemTypeConfig; end
  class TextGenerationJobConfig < AutoMLProblemTypeConfig; end
  class Unknown < AutoMLProblemTypeConfig; end
end

#tabular_resolved_attributes ⇒ Types::TabularResolvedAttributes

The resolved attributes for the tabular problem type.

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 3608

class AutoMLProblemTypeResolvedAttributes < Struct.new(
  :tabular_resolved_attributes,
  :text_generation_resolved_attributes,
  :unknown)
  SENSITIVE = []
  include Aws::Structure
  include Aws::Structure::Union

  class TabularResolvedAttributes < AutoMLProblemTypeResolvedAttributes; end
  class TextGenerationResolvedAttributes < AutoMLProblemTypeResolvedAttributes; end
  class Unknown < AutoMLProblemTypeResolvedAttributes; end
end

#target_tracking ⇒ Types::TargetTrackingScalingPolicyConfiguration

A target tracking scaling policy. Includes support for predefined or customized metrics.

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 48849

class ScalingPolicy < Struct.new(
  :target_tracking,
  :unknown)
  SENSITIVE = []
  include Aws::Structure
  include Aws::Structure::Union

  class TargetTracking < ScalingPolicy; end
  class Unknown < ScalingPolicy; end
end

#text_classification_job_config ⇒ Types::TextClassificationJobConfig

Settings used to configure an AutoML job V2 for the text classification problem type.

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 3574

class AutoMLProblemTypeConfig < Struct.new(
  :image_classification_job_config,
  :text_classification_job_config,
  :time_series_forecasting_job_config,
  :tabular_job_config,
  :text_generation_job_config,
  :unknown)
  SENSITIVE = []
  include Aws::Structure
  include Aws::Structure::Union

  class ImageClassificationJobConfig < AutoMLProblemTypeConfig; end
  class TextClassificationJobConfig < AutoMLProblemTypeConfig; end
  class TimeSeriesForecastingJobConfig < AutoMLProblemTypeConfig; end
  class TabularJobConfig < AutoMLProblemTypeConfig; end
  class TextGenerationJobConfig < AutoMLProblemTypeConfig; end
  class Unknown < AutoMLProblemTypeConfig; end
end

#text_generation_job_config ⇒ Types::TextGenerationJobConfig

Settings used to configure an AutoML job V2 for the text generation (LLMs fine-tuning) problem type.

<note markdown=“1”> The text generation models that support fine-tuning in Autopilot are currently accessible exclusively in regions supported by Canvas. Refer to the documentation of Canvas for the [full list of its supported Regions].

</note>

[1]: docs.aws.amazon.com/sagemaker/latest/dg/canvas.html

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 3574

class AutoMLProblemTypeConfig < Struct.new(
  :image_classification_job_config,
  :text_classification_job_config,
  :time_series_forecasting_job_config,
  :tabular_job_config,
  :text_generation_job_config,
  :unknown)
  SENSITIVE = []
  include Aws::Structure
  include Aws::Structure::Union

  class ImageClassificationJobConfig < AutoMLProblemTypeConfig; end
  class TextClassificationJobConfig < AutoMLProblemTypeConfig; end
  class TimeSeriesForecastingJobConfig < AutoMLProblemTypeConfig; end
  class TabularJobConfig < AutoMLProblemTypeConfig; end
  class TextGenerationJobConfig < AutoMLProblemTypeConfig; end
  class Unknown < AutoMLProblemTypeConfig; end
end

#text_generation_resolved_attributes ⇒ Types::TextGenerationResolvedAttributes

The resolved attributes for the text generation problem type.

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 3608

class AutoMLProblemTypeResolvedAttributes < Struct.new(
  :tabular_resolved_attributes,
  :text_generation_resolved_attributes,
  :unknown)
  SENSITIVE = []
  include Aws::Structure
  include Aws::Structure::Union

  class TabularResolvedAttributes < AutoMLProblemTypeResolvedAttributes; end
  class TextGenerationResolvedAttributes < AutoMLProblemTypeResolvedAttributes; end
  class Unknown < AutoMLProblemTypeResolvedAttributes; end
end

#time_series_forecasting_job_config ⇒ Types::TimeSeriesForecastingJobConfig

Settings used to configure an AutoML job V2 for the time-series forecasting problem type.

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 3574

class AutoMLProblemTypeConfig < Struct.new(
  :image_classification_job_config,
  :text_classification_job_config,
  :time_series_forecasting_job_config,
  :tabular_job_config,
  :text_generation_job_config,
  :unknown)
  SENSITIVE = []
  include Aws::Structure
  include Aws::Structure::Union

  class ImageClassificationJobConfig < AutoMLProblemTypeConfig; end
  class TextClassificationJobConfig < AutoMLProblemTypeConfig; end
  class TimeSeriesForecastingJobConfig < AutoMLProblemTypeConfig; end
  class TabularJobConfig < AutoMLProblemTypeConfig; end
  class TextGenerationJobConfig < AutoMLProblemTypeConfig; end
  class Unknown < AutoMLProblemTypeConfig; end
end

#vector_config ⇒ Types::VectorConfig

Configuration for your vector collection type.

  • ‘Dimension`: The number of elements in your vector.

^

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 7855

class CollectionConfig < Struct.new(
  :vector_config,
  :unknown)
  SENSITIVE = []
  include Aws::Structure
  include Aws::Structure::Union

  class VectorConfig < CollectionConfig; end
  class Unknown < CollectionConfig; end
end