HyperParameterAlgorithmSpecification class

Specifies which training algorithm to use for training jobs that a hyperparameter tuning job launches and the metrics to monitor.

Constructors

HyperParameterAlgorithmSpecification({required TrainingInputMode trainingInputMode, String? algorithmName, List<MetricDefinition>? metricDefinitions, String? trainingImage})

HyperParameterAlgorithmSpecification.fromJson(Map<String, dynamic> json)

factory

Properties

algorithmName → String?

The name of the resource algorithm to use for the hyperparameter tuning job. If you specify a value for this parameter, do not specify a value for TrainingImage.

final

hashCode → int

The hash code for this object.

no setter, inherited

metricDefinitions → List<MetricDefinition>?

An array of MetricDefinition objects that specify the metrics that the algorithm emits.

final

runtimeType → Type

A representation of the runtime type of the object.

no setter, inherited

trainingImage → String?

The registry path of the Docker image that contains the training algorithm. For information about Docker registry paths for built-in algorithms, see Algorithms Provided by Amazon SageMaker: Common Parameters. Amazon SageMaker supports both registry/repository:tag and registry/repository@digest image path formats. For more information, see Using Your Own Algorithms with Amazon SageMaker.

final

trainingInputMode → TrainingInputMode

The input mode that the algorithm supports: File or Pipe. In File input mode, Amazon SageMaker downloads the training data from Amazon S3 to the storage volume that is attached to the training instance and mounts the directory to the Docker volume for the training container. In Pipe input mode, Amazon SageMaker streams data directly from Amazon S3 to the container.

final

Methods

noSuchMethod(Invocation invocation) → dynamic

Invoked when a nonexistent method or property is accessed.

inherited

toJson() → Map<String, dynamic>

toString() → String

A string representation of this object.

inherited

Operators

operator ==(Object other) → bool

The equality operator.

inherited