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 Summary

Modifier and Type	Method and Description
ContinuousParameterRange.Builder	maxValue(String maxValue) The maximum value for the hyperparameter.
ContinuousParameterRange.Builder	minValue(String minValue) The minimum value for the hyperparameter.
ContinuousParameterRange.Builder	name(String name) The name of the continuous hyperparameter to tune.
ContinuousParameterRange.Builder	scalingType(HyperParameterScalingType scalingType) The scale that hyperparameter tuning uses to search the hyperparameter range.
ContinuousParameterRange.Builder	scalingType(String scalingType) The scale that hyperparameter tuning uses to search the hyperparameter range.

Methods inherited from interface software.amazon.awssdk.core.SdkPojo

equalsBySdkFields, sdkFields

Methods inherited from interface software.amazon.awssdk.utils.builder.CopyableBuilder

copy

Methods inherited from interface software.amazon.awssdk.utils.builder.SdkBuilder

applyMutation, build

Method Detail

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

Amazon 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

Amazon 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:

HyperParameterScalingType, HyperParameterScalingType

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

Amazon 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

Amazon 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:

HyperParameterScalingType, HyperParameterScalingType