Interface IntegerParameterRange.Builder

All Superinterfaces:
Buildable, CopyableBuilder<IntegerParameterRange.Builder,IntegerParameterRange>, SdkBuilder<IntegerParameterRange.Builder,IntegerParameterRange>, SdkPojo
Enclosing class:
IntegerParameterRange

public static interface IntegerParameterRange.Builder extends SdkPojo, CopyableBuilder<IntegerParameterRange.Builder,IntegerParameterRange>
  • Method Details

    • name

      The name of the hyperparameter to search.

      Parameters:
      name - The name of the hyperparameter to search.
      Returns:
      Returns a reference to this object so that method calls can be chained together.
    • minValue

      The minimum value of the hyperparameter to search.

      Parameters:
      minValue - The minimum value of the hyperparameter to search.
      Returns:
      Returns a reference to this object so that method calls can be chained together.
    • maxValue

      The maximum value of the hyperparameter to search.

      Parameters:
      maxValue - The maximum value of the hyperparameter to search.
      Returns:
      Returns a reference to this object so that method calls can be chained together.
    • scalingType

      IntegerParameterRange.Builder scalingType(String scalingType)

      The scale that hyperparameter tuning uses to search the hyperparameter range. For information about choosing a hyperparameter scale, see Hyperparameter Scaling. One of the following values:

      Auto

      SageMaker hyperparameter tuning chooses the best scale for the hyperparameter.

      Linear

      Hyperparameter tuning searches the values in the hyperparameter range by using a linear scale.

      Logarithmic

      Hyperparameter tuning searches the values in the hyperparameter range by using a logarithmic scale.

      Logarithmic scaling works only for ranges that have only values greater than 0.

      Parameters:
      scalingType - The scale that hyperparameter tuning uses to search the hyperparameter range. For information about choosing a hyperparameter scale, see Hyperparameter Scaling. One of the following values:

      Auto

      SageMaker hyperparameter tuning chooses the best scale for the hyperparameter.

      Linear

      Hyperparameter tuning searches the values in the hyperparameter range by using a linear scale.

      Logarithmic

      Hyperparameter tuning searches the values in the hyperparameter range by using a logarithmic scale.

      Logarithmic scaling works only for ranges that have only values greater than 0.

      Returns:
      Returns a reference to this object so that method calls can be chained together.
      See Also:
    • scalingType

      The scale that hyperparameter tuning uses to search the hyperparameter range. For information about choosing a hyperparameter scale, see Hyperparameter Scaling. One of the following values:

      Auto

      SageMaker hyperparameter tuning chooses the best scale for the hyperparameter.

      Linear

      Hyperparameter tuning searches the values in the hyperparameter range by using a linear scale.

      Logarithmic

      Hyperparameter tuning searches the values in the hyperparameter range by using a logarithmic scale.

      Logarithmic scaling works only for ranges that have only values greater than 0.

      Parameters:
      scalingType - The scale that hyperparameter tuning uses to search the hyperparameter range. For information about choosing a hyperparameter scale, see Hyperparameter Scaling. One of the following values:

      Auto

      SageMaker hyperparameter tuning chooses the best scale for the hyperparameter.

      Linear

      Hyperparameter tuning searches the values in the hyperparameter range by using a linear scale.

      Logarithmic

      Hyperparameter tuning searches the values in the hyperparameter range by using a logarithmic scale.

      Logarithmic scaling works only for ranges that have only values greater than 0.

      Returns:
      Returns a reference to this object so that method calls can be chained together.
      See Also: