AWS::SageMaker::HyperParameterTuningJob

▸+addedAWS::SageMaker::HyperParameterTuningJobdocs ↗#Link to AWS::SageMaker::HyperParameterTuningJob

 Type: AWS::SageMaker::HyperParameterTuningJob Properties:   WarmStartConfig:     ParentHyperParameterTuningJobs:       - HyperParameterTuningJobName: String     WarmStartType: String   TrainingJobDefinitions:     - EnableManagedSpotTraining: Boolean       AlgorithmSpecification:         TrainingInputMode: String         MetricDefinitions:           - Regex: String             Name: String         TrainingImage: String         AlgorithmName: String       OutputDataConfig:         KmsKeyId: String         S3OutputPath: String         CompressionType: String       VpcConfig:         Subnets:           - String         SecurityGroupIds:           - String       CheckpointConfig:         S3Uri: String         LocalPath: String       InputDataConfig:         - ChannelName: String           DataSource:             S3DataSource:               S3DataDistributionType: String               S3Uri: String               S3DataType: String       RoleArn: String       EnableNetworkIsolation: Boolean       EnableInterContainerTrafficEncryption: Boolean       StoppingCondition:         MaxRuntimeInSeconds: Integer         MaxPendingTimeInSeconds: Integer         MaxWaitTimeInSeconds: Integer       StaticHyperParameters:         <key>: String       Environment:         <key>: String       DefinitionName: String       ResourceConfig:         InstanceCount: Integer         VolumeSizeInGB: Integer         InstancePlacementConfig:           EnableMultipleJobs: Boolean           PlacementSpecifications:             - InstanceCount: Integer               UltraServerId: String         KeepAlivePeriodInSeconds: Integer         InstanceGroups:           - InstanceCount: Integer             InstanceGroupName: String             InstanceType: String         VolumeKmsKeyId: String         TrainingPlanArn: String         InstanceType: String       TuningObjective:         MetricName: String         Type: String       RetryStrategy:         MaximumRetryAttempts: Integer       HyperParameterRanges:         IntegerParameterRanges:           - ScalingType: String             MinValue: String             MaxValue: String             Name: String         CategoricalParameterRanges:           - Values:               - String             Name: String         ContinuousParameterRanges:           - ScalingType: String             MinValue: String             MaxValue: String             Name: String         AutoParameters:           - ValueHint: String             Name: String   HyperParameterTuningJobName: String   TrainingJobDefinition:  # TrainingJobDefinition: see above   Autotune:     Mode: String   HyperParameterTuningJobConfig:     RandomSeed: Integer     TrainingJobEarlyStoppingType: String     StrategyConfig:       HyperbandStrategyConfig:         MaxResource: Integer         MinResource: Integer     HyperParameterTuningJobObjective:       MetricName: String       Type: String     ResourceLimits:       MaxRuntimeInSeconds: Integer       MaxParallelTrainingJobs: Integer       MaxNumberOfTrainingJobs: Integer     Strategy: String     ParameterRanges:  # ParameterRanges: see above     TuningJobCompletionCriteria:       BestObjectiveNotImproving:         MaxNumberOfTrainingJobsNotImproving: Integer       ConvergenceDetected:         CompleteOnConvergence: String       TargetObjectiveMetricValue: Double   Tags:     - Value: String       Key: String Fn::GetAtt:   TrainingJobStatusCounters.InProgress: Integer   HyperParameterTuningJobStatus: String   TrainingJobStatusCounters.RetryableError: Integer   TrainingJobStatusCounters.NonRetryableError: Integer   TrainingJobStatusCounters.Completed: Integer   TrainingJobStatusCounters:     RetryableError: Integer     Stopped: Integer     Completed: Integer     InProgress: Integer     NonRetryableError: Integer   ObjectiveStatusCounters.Pending: Integer   ObjectiveStatusCounters.Failed: Integer   CreationTime: String   ObjectiveStatusCounters:     Succeeded: Integer     Failed: Integer     Pending: Integer   TrainingJobStatusCounters.Stopped: Integer   ObjectiveStatusCounters.Succeeded: Integer   HyperParameterTuningJobArn: String