TrainingSpecification Structure Reference


                    
                    
                    _members

Declaration

Swift

public static var _members: [AWSShapeMember]


                    
                    
                    metricDefinitions

A list of MetricDefinition objects, which are used for parsing metrics generated by the algorithm.

Declaration

Swift

public let metricDefinitions: [MetricDefinition]?


                    
                    
                    supportedHyperParameters

A list of the HyperParameterSpecification objects, that define the supported hyperparameters. This is required if the algorithm supports automatic model tuning.>

Declaration

Swift

public let supportedHyperParameters: [HyperParameterSpecification]?


                    
                    
                    supportedTrainingInstanceTypes

A list of the instance types that this algorithm can use for training.

Declaration

Swift

public let supportedTrainingInstanceTypes: [TrainingInstanceType]


                    
                    
                    supportedTuningJobObjectiveMetrics

A list of the metrics that the algorithm emits that can be used as the objective metric in a hyperparameter tuning job.

Declaration

Swift

public let supportedTuningJobObjectiveMetrics: [HyperParameterTuningJobObjective]?


                    
                    
                    supportsDistributedTraining

Indicates whether the algorithm supports distributed training. If set to false, buyers can’t request more than one instance during training.

Declaration

Swift

public let supportsDistributedTraining: Bool?


                    
                    
                    trainingChannels

A list of ChannelSpecification objects, which specify the input sources to be used by the algorithm.

Declaration

Swift

public let trainingChannels: [ChannelSpecification]


                    
                    
                    trainingImage

The Amazon ECR registry path of the Docker image that contains the training algorithm.

Declaration

Swift

public let trainingImage: String


                    
                    
                    trainingImageDigest

An MD5 hash of the training algorithm that identifies the Docker image used for training.

Declaration

Swift

public let trainingImageDigest: String?


                    
                    
                    init(metricDefinitions:supportedHyperParameters:supportedTrainingInstanceTypes:supportedTuningJobObjectiveMetrics:supportsDistributedTraining:trainingChannels:trainingImage:trainingImageDigest:)

Undocumented

Declaration

Swift

public init(metricDefinitions: [MetricDefinition]? = nil, supportedHyperParameters: [HyperParameterSpecification]? = nil, supportedTrainingInstanceTypes: [TrainingInstanceType], supportedTuningJobObjectiveMetrics: [HyperParameterTuningJobObjective]? = nil, supportsDistributedTraining: Bool? = nil, trainingChannels: [ChannelSpecification], trainingImage: String, trainingImageDigest: String? = nil)


                    
                    
                    validate(name:)

Declaration

Swift

public func validate(name: String) throws