Class IntegerParameterRange
- java.lang.Object
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- software.amazon.awssdk.services.sagemaker.model.IntegerParameterRange
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- All Implemented Interfaces:
Serializable
,SdkPojo
,ToCopyableBuilder<IntegerParameterRange.Builder,IntegerParameterRange>
@Generated("software.amazon.awssdk:codegen") public final class IntegerParameterRange extends Object implements SdkPojo, Serializable, ToCopyableBuilder<IntegerParameterRange.Builder,IntegerParameterRange>
For a hyperparameter of the integer type, specifies the range that a hyperparameter tuning job searches.
- See Also:
- Serialized Form
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Nested Class Summary
Nested Classes Modifier and Type Class Description static interface
IntegerParameterRange.Builder
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Method Summary
All Methods Static Methods Instance Methods Concrete Methods Modifier and Type Method Description static IntegerParameterRange.Builder
builder()
boolean
equals(Object obj)
boolean
equalsBySdkFields(Object obj)
<T> Optional<T>
getValueForField(String fieldName, Class<T> clazz)
int
hashCode()
String
maxValue()
The maximum value of the hyperparameter to search.String
minValue()
The minimum value of the hyperparameter to search.String
name()
The name of the hyperparameter to search.HyperParameterScalingType
scalingType()
The scale that hyperparameter tuning uses to search the hyperparameter range.String
scalingTypeAsString()
The scale that hyperparameter tuning uses to search the hyperparameter range.List<SdkField<?>>
sdkFields()
static Class<? extends IntegerParameterRange.Builder>
serializableBuilderClass()
IntegerParameterRange.Builder
toBuilder()
String
toString()
Returns a string representation of this object.-
Methods inherited from class java.lang.Object
clone, finalize, getClass, notify, notifyAll, wait, wait, wait
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Methods inherited from interface software.amazon.awssdk.utils.builder.ToCopyableBuilder
copy
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Method Detail
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name
public final String name()
The name of the hyperparameter to search.
- Returns:
- The name of the hyperparameter to search.
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minValue
public final String minValue()
The minimum value of the hyperparameter to search.
- Returns:
- The minimum value of the hyperparameter to search.
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maxValue
public final String maxValue()
The maximum value of the hyperparameter to search.
- Returns:
- The maximum value of the hyperparameter to search.
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scalingType
public final 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
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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.
If the service returns an enum value that is not available in the current SDK version,
scalingType
will returnHyperParameterScalingType.UNKNOWN_TO_SDK_VERSION
. The raw value returned by the service is available fromscalingTypeAsString()
.- Returns:
- 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.
- See Also:
HyperParameterScalingType
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scalingTypeAsString
public final String scalingTypeAsString()
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.
If the service returns an enum value that is not available in the current SDK version,
scalingType
will returnHyperParameterScalingType.UNKNOWN_TO_SDK_VERSION
. The raw value returned by the service is available fromscalingTypeAsString()
.- Returns:
- 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.
- See Also:
HyperParameterScalingType
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toBuilder
public IntegerParameterRange.Builder toBuilder()
- Specified by:
toBuilder
in interfaceToCopyableBuilder<IntegerParameterRange.Builder,IntegerParameterRange>
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builder
public static IntegerParameterRange.Builder builder()
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serializableBuilderClass
public static Class<? extends IntegerParameterRange.Builder> serializableBuilderClass()
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equalsBySdkFields
public final boolean equalsBySdkFields(Object obj)
- Specified by:
equalsBySdkFields
in interfaceSdkPojo
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toString
public final String toString()
Returns a string representation of this object. This is useful for testing and debugging. Sensitive data will be redacted from this string using a placeholder value.
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