Package software.amazon.awssdk.services.sagemaker.model

Interface HyperParameterSpecification.Builder

All Superinterfaces:
Buildable, CopyableBuilder<HyperParameterSpecification.Builder,HyperParameterSpecification>, SdkBuilder<HyperParameterSpecification.Builder,HyperParameterSpecification>, SdkPojo
Enclosing class:
HyperParameterSpecification
public static interface HyperParameterSpecification.Builder extends SdkPojo, CopyableBuilder<HyperParameterSpecification.Builder,HyperParameterSpecification>

  • Method Details

    • name

      HyperParameterSpecification.Builder name(String name)

      The name of this hyperparameter. The name must be unique.

      Parameters:
      name - The name of this hyperparameter. The name must be unique.
      Returns:
      Returns a reference to this object so that method calls can be chained together.

    • description

      HyperParameterSpecification.Builder description(String description)

      A brief description of the hyperparameter.

      Parameters:
      description - A brief description of the hyperparameter.
      Returns:
      Returns a reference to this object so that method calls can be chained together.

    • type

      HyperParameterSpecification.Builder type(String type)

      The type of this hyperparameter. The valid types are Integer, Continuous, Categorical, and FreeText.

      Parameters:
      type - The type of this hyperparameter. The valid types are Integer, Continuous, Categorical, and FreeText.
      Returns:
      Returns a reference to this object so that method calls can be chained together.
      See Also:

    • type

      HyperParameterSpecification.Builder type(ParameterType type)

      The type of this hyperparameter. The valid types are Integer, Continuous, Categorical, and FreeText.

      Parameters:
      type - The type of this hyperparameter. The valid types are Integer, Continuous, Categorical, and FreeText.
      Returns:
      Returns a reference to this object so that method calls can be chained together.
      See Also:

    • range

      HyperParameterSpecification.Builder range(ParameterRange range)

      The allowed range for this hyperparameter.

      Parameters:
      range - The allowed range for this hyperparameter.
      Returns:
      Returns a reference to this object so that method calls can be chained together.

    • range

      default HyperParameterSpecification.Builder range(Consumer<ParameterRange.Builder> range)

      The allowed range for this hyperparameter.

      This is a convenience method that creates an instance of the ParameterRange.Builder avoiding the need to create one manually via ParameterRange.builder().

      When the Consumer completes, SdkBuilder.build() is called immediately and its result is passed to range(ParameterRange).

      Parameters:
      range - a consumer that will call methods on ParameterRange.Builder
      Returns:
      Returns a reference to this object so that method calls can be chained together.
      See Also:

    • isTunable

      HyperParameterSpecification.Builder isTunable(Boolean isTunable)

      Indicates whether this hyperparameter is tunable in a hyperparameter tuning job.

      Parameters:
      isTunable - Indicates whether this hyperparameter is tunable in a hyperparameter tuning job.
      Returns:
      Returns a reference to this object so that method calls can be chained together.

    • isRequired

      HyperParameterSpecification.Builder isRequired(Boolean isRequired)

      Indicates whether this hyperparameter is required.

      Parameters:
      isRequired - Indicates whether this hyperparameter is required.
      Returns:
      Returns a reference to this object so that method calls can be chained together.

    • defaultValue

      HyperParameterSpecification.Builder defaultValue(String defaultValue)

      The default value for this hyperparameter. If a default value is specified, a hyperparameter cannot be required.

      Parameters:
      defaultValue - The default value for this hyperparameter. If a default value is specified, a hyperparameter cannot be required.
      Returns:
      Returns a reference to this object so that method calls can be chained together.