Module: Aws::SageMaker::Types
- Defined in:
- gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb
Defined Under Namespace
Classes: ActionSource, ActionSummary, AddAssociationRequest, AddAssociationResponse, AddTagsInput, AddTagsOutput, AdditionalInferenceSpecificationDefinition, AdditionalModelDataSource, AdditionalS3DataSource, AgentVersion, Alarm, AlarmDetails, AlgorithmSpecification, AlgorithmStatusDetails, AlgorithmStatusItem, AlgorithmSummary, AlgorithmValidationProfile, AlgorithmValidationSpecification, AmazonQSettings, AnnotationConsolidationConfig, AppDetails, AppImageConfigDetails, AppLifecycleManagement, AppSpecification, ArtifactSource, ArtifactSourceType, ArtifactSummary, AssociateTrialComponentRequest, AssociateTrialComponentResponse, AssociationSummary, AsyncInferenceClientConfig, AsyncInferenceConfig, AsyncInferenceNotificationConfig, AsyncInferenceOutputConfig, AthenaDatasetDefinition, 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, BatchDataCaptureConfig, BatchDeleteClusterNodesError, BatchDeleteClusterNodesRequest, BatchDeleteClusterNodesResponse, BatchDescribeModelPackageError, BatchDescribeModelPackageInput, BatchDescribeModelPackageOutput, BatchDescribeModelPackageSummary, BatchTransformInput, BestObjectiveNotImproving, Bias, BlueGreenUpdatePolicy, CacheHitResult, CallbackStepMetadata, CandidateArtifactLocations, CandidateGenerationConfig, CandidateProperties, CanvasAppSettings, CapacitySize, CapacitySizeConfig, CaptureContentTypeHeader, CaptureOption, CategoricalParameter, CategoricalParameterRange, CategoricalParameterRangeSpecification, CfnCreateTemplateProvider, CfnStackCreateParameter, CfnStackDetail, CfnStackParameter, CfnStackUpdateParameter, CfnTemplateProviderDetail, CfnUpdateTemplateProvider, Channel, ChannelSpecification, CheckpointConfig, ClarifyCheckStepMetadata, ClarifyExplainerConfig, ClarifyInferenceConfig, ClarifyShapBaselineConfig, ClarifyShapConfig, ClarifyTextConfig, ClusterEbsVolumeConfig, ClusterInstanceGroupDetails, ClusterInstanceGroupSpecification, ClusterInstancePlacement, ClusterInstanceStatusDetails, ClusterInstanceStorageConfig, ClusterLifeCycleConfig, ClusterNodeDetails, ClusterNodeSummary, ClusterOrchestrator, ClusterOrchestratorEksConfig, ClusterRestrictedInstanceGroupDetails, ClusterRestrictedInstanceGroupSpecification, ClusterSchedulerConfigSummary, ClusterSummary, CodeEditorAppImageConfig, CodeEditorAppSettings, CodeRepository, CodeRepositorySummary, CognitoConfig, CognitoMemberDefinition, CollectionConfig, CollectionConfiguration, CompilationJobSummary, ComputeQuotaConfig, ComputeQuotaResourceConfig, ComputeQuotaSummary, ComputeQuotaTarget, ConditionStepMetadata, ConflictException, ContainerConfig, ContainerDefinition, ContextSource, ContextSummary, ContinuousParameterRange, ContinuousParameterRangeSpecification, ConvergenceDetected, 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, 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, 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, DebugHookConfig, DebugRuleConfiguration, DebugRuleEvaluationStatus, DefaultEbsStorageSettings, DefaultSpaceSettings, DefaultSpaceStorageSettings, 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, DeleteMlflowTrackingServerRequest, DeleteMlflowTrackingServerResponse, DeleteModelBiasJobDefinitionRequest, DeleteModelCardRequest, DeleteModelExplainabilityJobDefinitionRequest, DeleteModelInput, DeleteModelPackageGroupInput, DeleteModelPackageGroupPolicyInput, DeleteModelPackageInput, DeleteModelQualityJobDefinitionRequest, DeleteMonitoringScheduleRequest, DeleteNotebookInstanceInput, DeleteNotebookInstanceLifecycleConfigInput, DeleteOptimizationJobRequest, DeletePartnerAppRequest, DeletePartnerAppResponse, DeletePipelineRequest, DeletePipelineResponse, DeleteProjectInput, DeleteSpaceRequest, DeleteStudioLifecycleConfigRequest, DeleteTagsInput, DeleteTagsOutput, DeleteTrialComponentRequest, DeleteTrialComponentResponse, DeleteTrialRequest, DeleteTrialResponse, DeleteUserProfileRequest, DeleteWorkforceRequest, DeleteWorkforceResponse, DeleteWorkteamRequest, DeleteWorkteamResponse, DeployedImage, DeploymentConfig, DeploymentConfiguration, DeploymentRecommendation, DeploymentStage, DeploymentStageStatusSummary, DeregisterDevicesRequest, DerivedInformation, DescribeActionRequest, DescribeActionResponse, DescribeAlgorithmInput, DescribeAlgorithmOutput, DescribeAppImageConfigRequest, DescribeAppImageConfigResponse, DescribeAppRequest, DescribeAppResponse, DescribeArtifactRequest, DescribeArtifactResponse, DescribeAutoMLJobRequest, DescribeAutoMLJobResponse, DescribeAutoMLJobV2Request, DescribeAutoMLJobV2Response, 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, 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, DescribeSpaceRequest, DescribeSpaceResponse, DescribeStudioLifecycleConfigRequest, DescribeStudioLifecycleConfigResponse, DescribeSubscribedWorkteamRequest, DescribeSubscribedWorkteamResponse, DescribeTrainingJobRequest, DescribeTrainingJobResponse, DescribeTrainingPlanRequest, DescribeTrainingPlanResponse, DescribeTransformJobRequest, DescribeTransformJobResponse, DescribeTrialComponentRequest, DescribeTrialComponentResponse, DescribeTrialRequest, DescribeTrialResponse, DescribeUserProfileRequest, DescribeUserProfileResponse, DescribeWorkforceRequest, DescribeWorkforceResponse, DescribeWorkteamRequest, DescribeWorkteamResponse, DesiredWeightAndCapacity, Device, DeviceDeploymentSummary, DeviceFleetSummary, DeviceSelectionConfig, DeviceStats, DeviceSummary, DirectDeploySettings, 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, EnableSagemakerServicecatalogPortfolioOutput, Endpoint, EndpointConfigStepMetadata, EndpointConfigSummary, EndpointInfo, EndpointInput, EndpointInputConfiguration, EndpointMetadata, EndpointOutputConfiguration, EndpointPerformance, EndpointStepMetadata, EndpointSummary, EnvironmentConfig, EnvironmentConfigDetails, EnvironmentParameter, EnvironmentParameterRanges, ErrorInfo, Experiment, ExperimentConfig, ExperimentSource, ExperimentSummary, Explainability, ExplainerConfig, FSxLustreConfig, FSxLustreFileSystem, FSxLustreFileSystemConfig, FailStepMetadata, FeatureDefinition, FeatureGroup, FeatureGroupSummary, FeatureMetadata, FeatureParameter, FileSource, FileSystemConfig, FileSystemDataSource, Filter, FinalAutoMLJobObjectiveMetric, FinalHyperParameterTuningJobObjectiveMetric, FlowDefinitionOutputConfig, FlowDefinitionSummary, GenerativeAiSettings, GetDeviceFleetReportRequest, GetDeviceFleetReportResponse, GetLineageGroupPolicyRequest, GetLineageGroupPolicyResponse, GetModelPackageGroupPolicyInput, GetModelPackageGroupPolicyOutput, 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, InferenceComponentCapacitySize, InferenceComponentComputeResourceRequirements, InferenceComponentContainerSpecification, InferenceComponentContainerSpecificationSummary, InferenceComponentDeploymentConfig, InferenceComponentRollingUpdatePolicy, InferenceComponentRuntimeConfig, InferenceComponentRuntimeConfigSummary, InferenceComponentSpecification, InferenceComponentSpecificationSummary, InferenceComponentStartupParameters, InferenceComponentSummary, InferenceExecutionConfig, InferenceExperimentDataStorageConfig, InferenceExperimentSchedule, InferenceExperimentSummary, InferenceHubAccessConfig, InferenceMetrics, InferenceRecommendation, InferenceRecommendationsJob, InferenceRecommendationsJobStep, InferenceSpecification, InfraCheckConfig, InputConfig, InstanceGroup, InstanceMetadataServiceConfiguration, 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, ListActionsRequest, ListActionsResponse, ListAlgorithmsInput, ListAlgorithmsOutput, ListAliasesRequest, ListAliasesResponse, ListAppImageConfigsRequest, ListAppImageConfigsResponse, ListAppsRequest, ListAppsResponse, ListArtifactsRequest, ListArtifactsResponse, ListAssociationsRequest, ListAssociationsResponse, ListAutoMLJobsRequest, ListAutoMLJobsResponse, ListCandidatesForAutoMLJobRequest, ListCandidatesForAutoMLJobResponse, 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, 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, ListUserProfilesRequest, ListUserProfilesResponse, ListWorkforcesRequest, ListWorkforcesResponse, ListWorkteamsRequest, ListWorkteamsResponse, MemberDefinition, MetadataProperties, MetricData, MetricDatum, MetricDefinition, MetricSpecification, MetricsSource, 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, ModelPackageContainerDefinition, ModelPackageGroup, ModelPackageGroupSummary, ModelPackageModelCard, ModelPackageSecurityConfig, ModelPackageStatusDetails, ModelPackageStatusItem, ModelPackageSummary, ModelPackageValidationProfile, ModelPackageValidationSpecification, ModelQuality, ModelQualityAppSpecification, ModelQualityBaselineConfig, ModelQualityJobInput, ModelQuantizationConfig, ModelRegisterSettings, ModelShardingConfig, ModelStepMetadata, ModelSummary, ModelVariantConfig, ModelVariantConfigSummary, MonitoringAlertActions, MonitoringAlertHistorySummary, MonitoringAlertSummary, MonitoringAppSpecification, MonitoringBaselineConfig, MonitoringClusterConfig, MonitoringConstraintsResource, MonitoringCsvDatasetFormat, MonitoringDatasetFormat, MonitoringExecutionSummary, MonitoringGroundTruthS3Input, MonitoringInput, MonitoringJobDefinition, MonitoringJobDefinitionSummary, MonitoringJsonDatasetFormat, MonitoringNetworkConfig, MonitoringOutput, MonitoringOutputConfig, MonitoringResources, MonitoringS3Output, MonitoringSchedule, MonitoringScheduleConfig, MonitoringScheduleSummary, MonitoringStatisticsResource, MonitoringStoppingCondition, MultiModelConfig, NeoVpcConfig, NestedFilters, NetworkConfig, NotebookInstanceLifecycleConfigSummary, NotebookInstanceLifecycleHook, NotebookInstanceSummary, NotificationConfiguration, ObjectiveStatusCounters, OfflineStoreConfig, OfflineStoreStatus, OidcConfig, OidcConfigForResponse, OidcMemberDefinition, OnlineStoreConfig, OnlineStoreConfigUpdate, OnlineStoreSecurityConfig, OptimizationConfig, OptimizationJobModelSource, OptimizationJobModelSourceS3, OptimizationJobOutputConfig, OptimizationJobSummary, OptimizationModelAccessConfig, OptimizationOutput, 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, PredefinedMetricSpecification, PresignedUrlAccessConfig, PriorityClass, ProcessingClusterConfig, ProcessingFeatureStoreOutput, ProcessingInput, ProcessingJob, ProcessingJobStepMetadata, ProcessingJobSummary, ProcessingOutput, ProcessingOutputConfig, ProcessingResources, ProcessingS3Input, ProcessingS3Output, ProcessingStoppingCondition, ProductionVariant, ProductionVariantCapacityReservationConfig, ProductionVariantCapacityReservationSummary, ProductionVariantCoreDumpConfig, ProductionVariantManagedInstanceScaling, 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, RollingDeploymentPolicy, RollingUpdatePolicy, S3DataSource, S3ModelDataSource, S3Presign, S3StorageConfig, ScalingPolicy, ScalingPolicyMetric, ScalingPolicyObjective, ScheduleConfig, ScheduledUpdateConfig, SchedulerConfig, SearchExpression, SearchRecord, SearchRequest, SearchResponse, SearchTrainingPlanOfferingsRequest, SearchTrainingPlanOfferingsResponse, SecondaryStatusTransition, SelectedStep, SelectiveExecutionConfig, SelectiveExecutionResult, SendPipelineExecutionStepFailureRequest, SendPipelineExecutionStepFailureResponse, SendPipelineExecutionStepSuccessRequest, SendPipelineExecutionStepSuccessResponse, ServiceCatalogProvisionedProductDetails, ServiceCatalogProvisioningDetails, ServiceCatalogProvisioningUpdateDetails, SessionChainingConfig, ShadowModeConfig, ShadowModelVariantConfig, SharingSettings, ShuffleConfig, SourceAlgorithm, SourceAlgorithmSpecification, SourceIpConfig, SpaceAppLifecycleManagement, SpaceCodeEditorAppSettings, SpaceDetails, SpaceIdleSettings, SpaceJupyterLabAppSettings, SpaceSettings, SpaceSettingsSummary, SpaceSharingSettings, SpaceSharingSettingsSummary, SpaceStorageSettings, Stairs, StartEdgeDeploymentStageRequest, StartInferenceExperimentRequest, StartInferenceExperimentResponse, StartMlflowTrackingServerRequest, StartMlflowTrackingServerResponse, StartMonitoringScheduleRequest, StartNotebookInstanceInput, StartPipelineExecutionRequest, StartPipelineExecutionResponse, StartSessionRequest, StartSessionResponse, 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, TrainingPlanFilter, TrainingPlanOffering, TrainingPlanSummary, TrainingRepositoryAuthConfig, TrainingSpecification, TransformDataSource, TransformInput, TransformJob, TransformJobDefinition, TransformJobStepMetadata, TransformJobSummary, TransformOutput, TransformResources, TransformS3DataSource, Trial, TrialComponent, TrialComponentArtifact, TrialComponentMetricSummary, TrialComponentParameterValue, TrialComponentSimpleSummary, TrialComponentSource, TrialComponentSourceDetail, TrialComponentStatus, TrialComponentSummary, TrialSource, TrialSummary, TtlDuration, TuningJobCompletionCriteria, TuningJobStepMetaData, USD, UiConfig, UiTemplate, UiTemplateInfo, 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, 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, WorkspaceSettings, Workteam
Instance Attribute Summary collapse
-
#customized ⇒ Types::CustomizedMetricSpecification
Information about a customized metric.
-
#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.
-
#efs_file_system ⇒ Types::EFSFileSystem
A custom file system in Amazon EFS.
-
#efs_file_system_config ⇒ Types::EFSFileSystemConfig
The settings for a custom Amazon EFS file system.
-
#f_sx_lustre_file_system ⇒ Types::FSxLustreFileSystem
A custom file system in Amazon FSx for Lustre.
-
#f_sx_lustre_file_system_config ⇒ Types::FSxLustreFileSystemConfig
The settings for a custom Amazon FSx for Lustre file system.
-
#image_classification_job_config ⇒ Types::ImageClassificationJobConfig
Settings used to configure an AutoML job V2 for the image classification problem type.
-
#model_compilation_config ⇒ Types::ModelCompilationConfig
Settings for the model compilation technique that's applied by a model optimization job.
-
#model_quantization_config ⇒ Types::ModelQuantizationConfig
Settings for the model quantization technique that's applied by a model optimization job.
-
#model_sharding_config ⇒ Types::ModelShardingConfig
Settings for the model sharding technique that's applied by a model optimization job.
-
#predefined ⇒ Types::PredefinedMetricSpecification
Information about a predefined metric.
-
#tabular_job_config ⇒ Types::TabularJobConfig
Settings used to configure an AutoML job V2 for the tabular problem type (regression, classification).
-
#tabular_resolved_attributes ⇒ Types::TabularResolvedAttributes
The resolved attributes for the tabular problem type.
-
#target_tracking ⇒ Types::TargetTrackingScalingPolicyConfiguration
A target tracking scaling policy.
-
#text_classification_job_config ⇒ Types::TextClassificationJobConfig
Settings used to configure an AutoML job V2 for the text classification problem type.
-
#text_generation_job_config ⇒ Types::TextGenerationJobConfig
Settings used to configure an AutoML job V2 for the text generation (LLMs fine-tuning) problem type.
-
#text_generation_resolved_attributes ⇒ Types::TextGenerationResolvedAttributes
The resolved attributes for the text generation problem type.
-
#time_series_forecasting_job_config ⇒ Types::TimeSeriesForecastingJobConfig
Settings used to configure an AutoML job V2 for the time-series forecasting problem type.
-
#vector_config ⇒ Types::VectorConfig
Configuration for your vector collection type.
Instance Attribute Details
#customized ⇒ Types::CustomizedMetricSpecification
Information about a customized metric.
34407 34408 34409 34410 34411 34412 34413 34414 34415 34416 34417 34418 |
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 34407 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
.
4746 4747 4748 4749 4750 4751 4752 4753 4754 4755 |
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 4746 class ClusterInstanceStorageConfig < Struct.new( :ebs_volume_config, :unknown) SENSITIVE = [] include Aws::Structure include Aws::Structure::Union class EbsVolumeConfig < ClusterInstanceStorageConfig; end class Unknown < ClusterInstanceStorageConfig; end end |
#efs_file_system ⇒ Types::EFSFileSystem
A custom file system in Amazon EFS.
11674 11675 11676 11677 11678 11679 11680 11681 11682 11683 11684 11685 |
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 11674 class CustomFileSystem < Struct.new( :efs_file_system, :f_sx_lustre_file_system, :unknown) SENSITIVE = [] include Aws::Structure include Aws::Structure::Union class EfsFileSystem < CustomFileSystem; end class FSxLustreFileSystem < CustomFileSystem; end class Unknown < CustomFileSystem; end end |
#efs_file_system_config ⇒ Types::EFSFileSystemConfig
The settings for a custom Amazon EFS file system.
11705 11706 11707 11708 11709 11710 11711 11712 11713 11714 11715 11716 |
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 11705 class CustomFileSystemConfig < Struct.new( :efs_file_system_config, :f_sx_lustre_file_system_config, :unknown) SENSITIVE = [] include Aws::Structure include Aws::Structure::Union class EfsFileSystemConfig < CustomFileSystemConfig; end class FSxLustreFileSystemConfig < CustomFileSystemConfig; end class Unknown < CustomFileSystemConfig; end end |
#f_sx_lustre_file_system ⇒ Types::FSxLustreFileSystem
A custom file system in Amazon FSx for Lustre.
11674 11675 11676 11677 11678 11679 11680 11681 11682 11683 11684 11685 |
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 11674 class CustomFileSystem < Struct.new( :efs_file_system, :f_sx_lustre_file_system, :unknown) SENSITIVE = [] include Aws::Structure include Aws::Structure::Union class EfsFileSystem < CustomFileSystem; end class FSxLustreFileSystem < 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.
11705 11706 11707 11708 11709 11710 11711 11712 11713 11714 11715 11716 |
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 11705 class CustomFileSystemConfig < Struct.new( :efs_file_system_config, :f_sx_lustre_file_system_config, :unknown) SENSITIVE = [] include Aws::Structure include Aws::Structure::Union class EfsFileSystemConfig < CustomFileSystemConfig; end class FSxLustreFileSystemConfig < CustomFileSystemConfig; end class Unknown < CustomFileSystemConfig; end end |
#image_classification_job_config ⇒ Types::ImageClassificationJobConfig
Settings used to configure an AutoML job V2 for the image classification problem type.
2704 2705 2706 2707 2708 2709 2710 2711 2712 2713 2714 2715 2716 2717 2718 2719 2720 2721 |
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 2704 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 |
#model_compilation_config ⇒ Types::ModelCompilationConfig
Settings for the model compilation technique that's applied by a model optimization job.
38055 38056 38057 38058 38059 38060 38061 38062 38063 38064 38065 38066 38067 38068 |
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 38055 class OptimizationConfig < Struct.new( :model_quantization_config, :model_compilation_config, :model_sharding_config, :unknown) SENSITIVE = [] include Aws::Structure include Aws::Structure::Union class ModelQuantizationConfig < OptimizationConfig; end class ModelCompilationConfig < OptimizationConfig; end class ModelShardingConfig < 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.
38055 38056 38057 38058 38059 38060 38061 38062 38063 38064 38065 38066 38067 38068 |
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 38055 class OptimizationConfig < Struct.new( :model_quantization_config, :model_compilation_config, :model_sharding_config, :unknown) SENSITIVE = [] include Aws::Structure include Aws::Structure::Union class ModelQuantizationConfig < OptimizationConfig; end class ModelCompilationConfig < OptimizationConfig; end class ModelShardingConfig < 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.
38055 38056 38057 38058 38059 38060 38061 38062 38063 38064 38065 38066 38067 38068 |
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 38055 class OptimizationConfig < Struct.new( :model_quantization_config, :model_compilation_config, :model_sharding_config, :unknown) SENSITIVE = [] include Aws::Structure include Aws::Structure::Union class ModelQuantizationConfig < OptimizationConfig; end class ModelCompilationConfig < OptimizationConfig; end class ModelShardingConfig < OptimizationConfig; end class Unknown < OptimizationConfig; end end |
#predefined ⇒ Types::PredefinedMetricSpecification
Information about a predefined metric.
34407 34408 34409 34410 34411 34412 34413 34414 34415 34416 34417 34418 |
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 34407 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 |
#tabular_job_config ⇒ Types::TabularJobConfig
Settings used to configure an AutoML job V2 for the tabular problem type (regression, classification).
2704 2705 2706 2707 2708 2709 2710 2711 2712 2713 2714 2715 2716 2717 2718 2719 2720 2721 |
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 2704 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.
2738 2739 2740 2741 2742 2743 2744 2745 2746 2747 2748 2749 |
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 2738 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.
43412 43413 43414 43415 43416 43417 43418 43419 43420 43421 |
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 43412 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.
2704 2705 2706 2707 2708 2709 2710 2711 2712 2713 2714 2715 2716 2717 2718 2719 2720 2721 |
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 2704 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.
2704 2705 2706 2707 2708 2709 2710 2711 2712 2713 2714 2715 2716 2717 2718 2719 2720 2721 |
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 2704 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.
2738 2739 2740 2741 2742 2743 2744 2745 2746 2747 2748 2749 |
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 2738 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.
2704 2705 2706 2707 2708 2709 2710 2711 2712 2713 2714 2715 2716 2717 2718 2719 2720 2721 |
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 2704 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.
^
5459 5460 5461 5462 5463 5464 5465 5466 5467 5468 |
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 5459 class CollectionConfig < Struct.new( :vector_config, :unknown) SENSITIVE = [] include Aws::Structure include Aws::Structure::Union class VectorConfig < CollectionConfig; end class Unknown < CollectionConfig; end end |