Skip to main content
Google Cloud
Documentation Technology areas
  • AI and ML
  • Application development
  • Application hosting
  • Compute
  • Data analytics and pipelines
  • Databases
  • Distributed, hybrid, and multicloud
  • Generative AI
  • Industry solutions
  • Networking
  • Observability and monitoring
  • Security
  • Storage
Cross-product tools
  • Access and resources management
  • Costs and usage management
  • Google Cloud SDK, languages, frameworks, and tools
  • Infrastructure as code
  • Migration
Related sites
  • Google Cloud Home
  • Free Trial and Free Tier
  • Architecture Center
  • Blog
  • Contact Sales
  • Google Cloud Developer Center
  • Google Developer Center
  • Google Cloud Marketplace
  • Google Cloud Marketplace Documentation
  • Google Cloud Skills Boost
  • Google Cloud Solution Center
  • Google Cloud Support
  • Google Cloud Tech Youtube Channel
/
  • English
  • Deutsch
  • Español – América Latina
  • Français
  • Português – Brasil
  • 中文 – 简体
  • 日本語
  • 한국어
Console Sign in
  • .NET
Overview Guides Reference Samples
Contact Us Start free
Google Cloud
  • Documentation
    • Overview
    • Guides
    • Reference
    • Samples
  • Technology areas
    • More
  • Cross-product tools
    • More
  • Related sites
    • More
  • Console
  • Contact Us
  • Start free
  • Overview
  • Library reference docs
  • Client library help
  • Google.Api.CommonProtos
  • Google.Api.Gax
  • Google.Apis
  • Google.Apps.Script.Type
  • Google.Cloud.AIPlatform.V1
    • Overview
      • Getting started
      • Version history
    • Microsoft.Extensions.DependencyInjection (namespace)
      • All types
      • ServiceCollectionExtensions
    • Schema.Predict.Instance (namespace)
      • All types
      • ImageClassificationPredictionInstance
      • ImageObjectDetectionPredictionInstance
      • ImageSegmentationPredictionInstance
      • TextClassificationPredictionInstance
      • TextExtractionPredictionInstance
      • TextSentimentPredictionInstance
      • VideoActionRecognitionPredictionInstance
      • VideoClassificationPredictionInstance
      • VideoObjectTrackingPredictionInstance
    • Schema.Predict.Params (namespace)
      • All types
      • ImageClassificationPredictionParams
      • ImageObjectDetectionPredictionParams
      • ImageSegmentationPredictionParams
      • VideoActionRecognitionPredictionParams
      • VideoClassificationPredictionParams
      • VideoObjectTrackingPredictionParams
    • Schema.Predict.Prediction (namespace)
      • All types
      • ClassificationPredictionResult
      • ImageObjectDetectionPredictionResult
      • ImageSegmentationPredictionResult
      • TabularClassificationPredictionResult
      • TabularRegressionPredictionResult
      • TextExtractionPredictionResult
      • TextSentimentPredictionResult
      • VideoActionRecognitionPredictionResult
      • VideoClassificationPredictionResult
      • VideoObjectTrackingPredictionResult
      • VideoObjectTrackingPredictionResult.Types
      • VideoObjectTrackingPredictionResult.Types.Frame
    • Schema.TrainingJob.Definition (namespace)
      • All types
      • AutoMlImageClassification
      • AutoMlImageClassificationInputs
      • AutoMlImageClassificationInputs.Types
      • AutoMlImageClassificationInputs.Types.ModelType
      • AutoMlImageClassificationMetadata
      • AutoMlImageClassificationMetadata.Types
      • AutoMlImageClassificationMetadata.Types.SuccessfulStopReason
      • AutoMlImageObjectDetection
      • AutoMlImageObjectDetectionInputs
      • AutoMlImageObjectDetectionInputs.Types
      • AutoMlImageObjectDetectionInputs.Types.ModelType
      • AutoMlImageObjectDetectionMetadata
      • AutoMlImageObjectDetectionMetadata.Types
      • AutoMlImageObjectDetectionMetadata.Types.SuccessfulStopReason
      • AutoMlImageSegmentation
      • AutoMlImageSegmentationInputs
      • AutoMlImageSegmentationInputs.Types
      • AutoMlImageSegmentationInputs.Types.ModelType
      • AutoMlImageSegmentationMetadata
      • AutoMlImageSegmentationMetadata.Types
      • AutoMlImageSegmentationMetadata.Types.SuccessfulStopReason
      • AutoMlTables
      • AutoMlTablesInputs
      • AutoMlTablesInputs.AdditionalOptimizationObjectiveConfigOneofCase
      • AutoMlTablesInputs.Types
      • AutoMlTablesInputs.Types.Transformation
      • AutoMlTablesInputs.Types.Transformation.TransformationDetailOneofCase
      • AutoMlTablesInputs.Types.Transformation.Types
      • AutoMlTablesInputs.Types.Transformation.Types.AutoTransformation
      • AutoMlTablesInputs.Types.Transformation.Types.CategoricalArrayTransformation
      • AutoMlTablesInputs.Types.Transformation.Types.CategoricalTransformation
      • AutoMlTablesInputs.Types.Transformation.Types.NumericArrayTransformation
      • AutoMlTablesInputs.Types.Transformation.Types.NumericTransformation
      • AutoMlTablesInputs.Types.Transformation.Types.TextArrayTransformation
      • AutoMlTablesInputs.Types.Transformation.Types.TextTransformation
      • AutoMlTablesInputs.Types.Transformation.Types.TimestampTransformation
      • AutoMlTablesMetadata
      • AutoMlTextClassification
      • AutoMlTextClassificationInputs
      • AutoMlTextExtraction
      • AutoMlTextExtractionInputs
      • AutoMlTextSentiment
      • AutoMlTextSentimentInputs
      • AutoMlVideoActionRecognition
      • AutoMlVideoActionRecognitionInputs
      • AutoMlVideoActionRecognitionInputs.Types
      • AutoMlVideoActionRecognitionInputs.Types.ModelType
      • AutoMlVideoClassification
      • AutoMlVideoClassificationInputs
      • AutoMlVideoClassificationInputs.Types
      • AutoMlVideoClassificationInputs.Types.ModelType
      • AutoMlVideoObjectTracking
      • AutoMlVideoObjectTrackingInputs
      • AutoMlVideoObjectTrackingInputs.Types
      • AutoMlVideoObjectTrackingInputs.Types.ModelType
      • ExportEvaluatedDataItemsConfig
    • All types
    • AcceleratorType
    • ActiveLearningConfig
    • ActiveLearningConfig.HumanLabelingBudgetOneofCase
    • AddContextArtifactsAndExecutionsRequest
    • AddContextArtifactsAndExecutionsResponse
    • AddContextChildrenRequest
    • AddContextChildrenResponse
    • AddExecutionEventsRequest
    • AddExecutionEventsResponse
    • AddTrialMeasurementRequest
    • AnnotatedDatasetName
    • AnnotatedDatasetName.ResourceNameType
    • Annotation
    • AnnotationName
    • AnnotationName.ResourceNameType
    • AnnotationSpec
    • AnnotationSpecName
    • AnnotationSpecName.ResourceNameType
    • ApiAuth
    • ApiAuth.AuthConfigOneofCase
    • ApiAuth.Types
    • ApiAuth.Types.ApiKeyConfig
    • Artifact
    • Artifact.Types
    • Artifact.Types.State
    • ArtifactName
    • ArtifactName.ResourceNameType
    • AssignNotebookRuntimeOperationMetadata
    • AssignNotebookRuntimeRequest
    • Attribution
    • AugmentPromptRequest
    • AugmentPromptRequest.DataSourceOneofCase
    • AugmentPromptRequest.Types
    • AugmentPromptRequest.Types.Model
    • AugmentPromptResponse
    • AutoMLDatasetName
    • AutoMLDatasetName.ResourceNameType
    • AutoMLModelName
    • AutoMLModelName.ResourceNameType
    • AutomaticResources
    • AutoscalingMetricSpec
    • AvroSource
    • BatchCancelPipelineJobsOperationMetadata
    • BatchCancelPipelineJobsRequest
    • BatchCancelPipelineJobsResponse
    • BatchCreateFeaturesOperationMetadata
    • BatchCreateFeaturesRequest
    • BatchCreateFeaturesResponse
    • BatchCreateTensorboardRunsRequest
    • BatchCreateTensorboardRunsResponse
    • BatchCreateTensorboardTimeSeriesRequest
    • BatchCreateTensorboardTimeSeriesResponse
    • BatchDedicatedResources
    • BatchDeletePipelineJobsRequest
    • BatchDeletePipelineJobsResponse
    • BatchImportEvaluatedAnnotationsRequest
    • BatchImportEvaluatedAnnotationsResponse
    • BatchImportModelEvaluationSlicesRequest
    • BatchImportModelEvaluationSlicesResponse
    • BatchMigrateResourcesOperationMetadata
    • BatchMigrateResourcesOperationMetadata.Types
    • BatchMigrateResourcesOperationMetadata.Types.PartialResult
    • BatchMigrateResourcesOperationMetadata.Types.PartialResult.ResultOneofCase
    • BatchMigrateResourcesRequest
    • BatchMigrateResourcesResponse
    • BatchPredictionJob
    • BatchPredictionJob.Types
    • BatchPredictionJob.Types.InputConfig
    • BatchPredictionJob.Types.InputConfig.SourceOneofCase
    • BatchPredictionJob.Types.InstanceConfig
    • BatchPredictionJob.Types.OutputConfig
    • BatchPredictionJob.Types.OutputConfig.DestinationOneofCase
    • BatchPredictionJob.Types.OutputInfo
    • BatchPredictionJob.Types.OutputInfo.OutputLocationOneofCase
    • BatchPredictionJobName
    • BatchPredictionJobName.ResourceNameType
    • BatchReadFeatureValuesOperationMetadata
    • BatchReadFeatureValuesRequest
    • BatchReadFeatureValuesRequest.ReadOptionOneofCase
    • BatchReadFeatureValuesRequest.Types
    • BatchReadFeatureValuesRequest.Types.EntityTypeSpec
    • BatchReadFeatureValuesRequest.Types.PassThroughField
    • BatchReadFeatureValuesResponse
    • BatchReadTensorboardTimeSeriesDataRequest
    • BatchReadTensorboardTimeSeriesDataResponse
    • BigQueryDestination
    • BigQuerySource
    • BleuInput
    • BleuInstance
    • BleuMetricValue
    • BleuResults
    • BleuSpec
    • Blob
    • BlurBaselineConfig
    • BoolArray
    • CachedContent
    • CachedContent.ExpirationOneofCase
    • CachedContent.Types
    • CachedContent.Types.UsageMetadata
    • CachedContentName
    • CachedContentName.ResourceNameType
    • CancelBatchPredictionJobRequest
    • CancelCustomJobRequest
    • CancelDataLabelingJobRequest
    • CancelHyperparameterTuningJobRequest
    • CancelNasJobRequest
    • CancelPipelineJobRequest
    • CancelTrainingPipelineRequest
    • CancelTuningJobRequest
    • Candidate
    • Candidate.Types
    • Candidate.Types.FinishReason
    • CheckTrialEarlyStoppingStateMetatdata
    • CheckTrialEarlyStoppingStateRequest
    • CheckTrialEarlyStoppingStateResponse
    • Checkpoint
    • Citation
    • CitationMetadata
    • Claim
    • ClientConnectionConfig
    • CodeExecutionResult
    • CodeExecutionResult.Types
    • CodeExecutionResult.Types.Outcome
    • CoherenceInput
    • CoherenceInstance
    • CoherenceResult
    • CoherenceSpec
    • ColabImage
    • CometInput
    • CometInstance
    • CometResult
    • CometSpec
    • CometSpec.Types
    • CometSpec.Types.CometVersion
    • CompleteTrialRequest
    • CompletionStats
    • ComputeTokensRequest
    • ComputeTokensResponse
    • ContainerRegistryDestination
    • ContainerSpec
    • Content
    • Context
    • ContextName
    • ContextName.ResourceNameType
    • CopyModelOperationMetadata
    • CopyModelRequest
    • CopyModelRequest.DestinationModelOneofCase
    • CopyModelResponse
    • CorpusStatus
    • CorpusStatus.Types
    • CorpusStatus.Types.State
    • CorroborateContentRequest
    • CorroborateContentRequest.Types
    • CorroborateContentRequest.Types.Parameters
    • CorroborateContentResponse
    • CountTokensRequest
    • CountTokensResponse
    • CreateArtifactRequest
    • CreateBatchPredictionJobRequest
    • CreateCachedContentRequest
    • CreateContextRequest
    • CreateCustomJobRequest
    • CreateDataLabelingJobRequest
    • CreateDatasetOperationMetadata
    • CreateDatasetRequest
    • CreateDatasetVersionOperationMetadata
    • CreateDatasetVersionRequest
    • CreateDeploymentResourcePoolOperationMetadata
    • CreateDeploymentResourcePoolRequest
    • CreateEndpointOperationMetadata
    • CreateEndpointRequest
    • CreateEntityTypeOperationMetadata
    • CreateEntityTypeRequest
    • CreateExecutionRequest
    • CreateFeatureGroupOperationMetadata
    • CreateFeatureGroupRequest
    • CreateFeatureOnlineStoreOperationMetadata
    • CreateFeatureOnlineStoreRequest
    • CreateFeatureOperationMetadata
    • CreateFeatureRequest
    • CreateFeatureViewOperationMetadata
    • CreateFeatureViewRequest
    • CreateFeaturestoreOperationMetadata
    • CreateFeaturestoreRequest
    • CreateHyperparameterTuningJobRequest
    • CreateIndexEndpointOperationMetadata
    • CreateIndexEndpointRequest
    • CreateIndexOperationMetadata
    • CreateIndexRequest
    • CreateMetadataSchemaRequest
    • CreateMetadataStoreOperationMetadata
    • CreateMetadataStoreRequest
    • CreateModelDeploymentMonitoringJobRequest
    • CreateNasJobRequest
    • CreateNotebookExecutionJobOperationMetadata
    • CreateNotebookExecutionJobRequest
    • CreateNotebookRuntimeTemplateOperationMetadata
    • CreateNotebookRuntimeTemplateRequest
    • CreatePersistentResourceOperationMetadata
    • CreatePersistentResourceRequest
    • CreatePipelineJobRequest
    • CreateRagCorpusOperationMetadata
    • CreateRagCorpusRequest
    • CreateReasoningEngineOperationMetadata
    • CreateReasoningEngineRequest
    • CreateRegistryFeatureOperationMetadata
    • CreateScheduleRequest
    • CreateSpecialistPoolOperationMetadata
    • CreateSpecialistPoolRequest
    • CreateStudyRequest
    • CreateTensorboardExperimentRequest
    • CreateTensorboardOperationMetadata
    • CreateTensorboardRequest
    • CreateTensorboardRunRequest
    • CreateTensorboardTimeSeriesRequest
    • CreateTrainingPipelineRequest
    • CreateTrialRequest
    • CreateTuningJobRequest
    • CsvDestination
    • CsvSource
    • CustomJob
    • CustomJobName
    • CustomJobName.ResourceNameType
    • CustomJobSpec
    • DataFoundryService
    • DataFoundryService.DataFoundryServiceBase
    • DataFoundryService.DataFoundryServiceClient
    • DataFoundryServiceClient
    • DataFoundryServiceClientBuilder
    • DataFoundryServiceClientImpl
    • DataFoundryServiceSettings
    • DataItem
    • DataItemName
    • DataItemName.ResourceNameType
    • DataItemView
    • DataLabelingDatasetName
    • DataLabelingDatasetName.ResourceNameType
    • DataLabelingJob
    • DataLabelingJobName
    • DataLabelingJobName.ResourceNameType
    • Dataset
    • DatasetName
    • DatasetName.ResourceNameType
    • DatasetService
    • DatasetService.DatasetServiceBase
    • DatasetService.DatasetServiceClient
    • DatasetServiceClient
    • DatasetServiceClientBuilder
    • DatasetServiceClientImpl
    • DatasetServiceSettings
    • DatasetVersion
    • DatasetVersionName
    • DatasetVersionName.ResourceNameType
    • DedicatedResources
    • DeleteArtifactRequest
    • DeleteBatchPredictionJobRequest
    • DeleteCachedContentRequest
    • DeleteContextRequest
    • DeleteCustomJobRequest
    • DeleteDataLabelingJobRequest
    • DeleteDatasetRequest
    • DeleteDatasetVersionRequest
    • DeleteDeploymentResourcePoolRequest
    • DeleteEndpointRequest
    • DeleteEntityTypeRequest
    • DeleteExecutionRequest
    • DeleteFeatureGroupRequest
    • DeleteFeatureOnlineStoreRequest
    • DeleteFeatureRequest
    • DeleteFeatureValuesOperationMetadata
    • DeleteFeatureValuesRequest
    • DeleteFeatureValuesRequest.DeleteOptionOneofCase
    • DeleteFeatureValuesRequest.Types
    • DeleteFeatureValuesRequest.Types.SelectEntity
    • DeleteFeatureValuesRequest.Types.SelectTimeRangeAndFeature
    • DeleteFeatureValuesResponse
    • DeleteFeatureValuesResponse.ResponseOneofCase
    • DeleteFeatureValuesResponse.Types
    • DeleteFeatureValuesResponse.Types.SelectEntity
    • DeleteFeatureValuesResponse.Types.SelectTimeRangeAndFeature
    • DeleteFeatureViewRequest
    • DeleteFeaturestoreRequest
    • DeleteHyperparameterTuningJobRequest
    • DeleteIndexEndpointRequest
    • DeleteIndexRequest
    • DeleteMetadataStoreOperationMetadata
    • DeleteMetadataStoreRequest
    • DeleteModelDeploymentMonitoringJobRequest
    • DeleteModelRequest
    • DeleteModelVersionRequest
    • DeleteNasJobRequest
    • DeleteNotebookExecutionJobRequest
    • DeleteNotebookRuntimeRequest
    • DeleteNotebookRuntimeTemplateRequest
    • DeleteOperationMetadata
    • DeletePersistentResourceRequest
    • DeletePipelineJobRequest
    • DeleteRagCorpusRequest
    • DeleteRagFileRequest
    • DeleteReasoningEngineRequest
    • DeleteSavedQueryRequest
    • DeleteScheduleRequest
    • DeleteSpecialistPoolRequest
    • DeleteStudyRequest
    • DeleteTensorboardExperimentRequest
    • DeleteTensorboardRequest
    • DeleteTensorboardRunRequest
    • DeleteTensorboardTimeSeriesRequest
    • DeleteTrainingPipelineRequest
    • DeleteTrialRequest
    • DeployIndexOperationMetadata
    • DeployIndexRequest
    • DeployIndexResponse
    • DeployModelOperationMetadata
    • DeployModelRequest
    • DeployModelResponse
    • DeployOperationMetadata
    • DeployRequest
    • DeployRequest.ArtifactsOneofCase
    • DeployRequest.Types
    • DeployRequest.Types.DeployConfig
    • DeployRequest.Types.EndpointConfig
    • DeployRequest.Types.ModelConfig
    • DeployResponse
    • DeployedIndex
    • DeployedIndexAuthConfig
    • DeployedIndexAuthConfig.Types
    • DeployedIndexAuthConfig.Types.AuthProvider
    • DeployedIndexRef
    • DeployedModel
    • DeployedModel.PredictionResourcesOneofCase
    • DeployedModel.Types
    • DeployedModel.Types.Status
    • DeployedModelRef
    • DeploymentResourcePool
    • DeploymentResourcePoolName
    • DeploymentResourcePoolName.ResourceNameType
    • DeploymentResourcePoolService
    • DeploymentResourcePoolService.DeploymentResourcePoolServiceBase
    • DeploymentResourcePoolService.DeploymentResourcePoolServiceClient
    • DeploymentResourcePoolServiceClient
    • DeploymentResourcePoolServiceClientBuilder
    • DeploymentResourcePoolServiceClientImpl
    • DeploymentResourcePoolServiceSettings