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

Interface ContinuousParameterRange.Builder

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

  • Method Details

    • name

      ContinuousParameterRange.Builder name(String name)

      The name of the continuous hyperparameter to tune.

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

    • minValue

      ContinuousParameterRange.Builder minValue(String minValue)

      The minimum value for the hyperparameter. The tuning job uses floating-point values between this value and MaxValuefor tuning.

      Parameters:
      minValue - The minimum value for the hyperparameter. The tuning job uses floating-point values between this value and MaxValuefor tuning.
      Returns:
      Returns a reference to this object so that method calls can be chained together.

    • maxValue

      ContinuousParameterRange.Builder maxValue(String maxValue)

      The maximum value for the hyperparameter. The tuning job uses floating-point values between MinValue value and this value for tuning.

      Parameters:
      maxValue - The maximum value for the hyperparameter. The tuning job uses floating-point values between MinValue value and this value for tuning.
      Returns:
      Returns a reference to this object so that method calls can be chained together.

    • scalingType

      ContinuousParameterRange.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.

      ReverseLogarithmic

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

      Reverse logarithmic scaling works only for ranges that are entirely within the range 0<=x<1.0.

      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.

      ReverseLogarithmic

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

      Reverse logarithmic scaling works only for ranges that are entirely within the range 0<=x<1.0.

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

    • scalingType

      ContinuousParameterRange.Builder scalingType(HyperParameterScalingType 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.

      ReverseLogarithmic

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

      Reverse logarithmic scaling works only for ranges that are entirely within the range 0<=x<1.0.

      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.

      ReverseLogarithmic

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

      Reverse logarithmic scaling works only for ranges that are entirely within the range 0<=x<1.0.

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