software.amazon.awssdk.services.sagemaker.model

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 Summary

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

IntegerParameterRange.Builder name(String 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

IntegerParameterRange.Builder minValue(String 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

IntegerParameterRange.Builder maxValue(String 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:

HyperParameterScalingType, HyperParameterScalingType

scalingType

IntegerParameterRange.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.

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:

HyperParameterScalingType, HyperParameterScalingType