Interface IntegerParameterRange.Builder
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- 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>
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Method Summary
All Methods Instance Methods Abstract Methods Modifier and Type Method Description IntegerParameterRange.BuildermaxValue(String maxValue)The maximum value of the hyperparameter to search.IntegerParameterRange.BuilderminValue(String minValue)The minimum value of the hyperparameter to search.IntegerParameterRange.Buildername(String name)The name of the hyperparameter to search.IntegerParameterRange.BuilderscalingType(String scalingType)The scale that hyperparameter tuning uses to search the hyperparameter range.IntegerParameterRange.BuilderscalingType(HyperParameterScalingType scalingType)The scale that hyperparameter tuning uses to search the hyperparameter range.-
Methods inherited from interface software.amazon.awssdk.utils.builder.CopyableBuilder
copy
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Methods inherited from interface software.amazon.awssdk.utils.builder.SdkBuilder
applyMutation, build
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Methods inherited from interface software.amazon.awssdk.core.SdkPojo
equalsBySdkFields, sdkFields
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Method Detail
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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.
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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.
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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.
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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
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SageMaker hyperparameter tuning chooses the best scale for the hyperparameter.
- Linear
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Hyperparameter tuning searches the values in the hyperparameter range by using a linear scale.
- Logarithmic
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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
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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
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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
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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
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