Class ContinuousParameterRange
- java.lang.Object
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- software.amazon.awssdk.services.sagemaker.model.ContinuousParameterRange
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- All Implemented Interfaces:
Serializable
,SdkPojo
,ToCopyableBuilder<ContinuousParameterRange.Builder,ContinuousParameterRange>
@Generated("software.amazon.awssdk:codegen") public final class ContinuousParameterRange extends Object implements SdkPojo, Serializable, ToCopyableBuilder<ContinuousParameterRange.Builder,ContinuousParameterRange>
A list of continuous hyperparameters to tune.
- See Also:
- Serialized Form
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Nested Class Summary
Nested Classes Modifier and Type Class Description static interface
ContinuousParameterRange.Builder
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Method Summary
All Methods Static Methods Instance Methods Concrete Methods Modifier and Type Method Description static ContinuousParameterRange.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 for the hyperparameter.String
minValue()
The minimum value for the hyperparameter.String
name()
The name of the continuous hyperparameter to tune.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 ContinuousParameterRange.Builder>
serializableBuilderClass()
ContinuousParameterRange.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 continuous hyperparameter to tune.
- Returns:
- The name of the continuous hyperparameter to tune.
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minValue
public final String minValue()
The minimum value for the hyperparameter. The tuning job uses floating-point values between this value and
MaxValue
for tuning.- Returns:
- The minimum value for the hyperparameter. The tuning job uses floating-point values between this value
and
MaxValue
for tuning.
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maxValue
public final String maxValue()
The maximum value for the hyperparameter. The tuning job uses floating-point values between
MinValue
value and this value for tuning.- Returns:
- The maximum value for the hyperparameter. The tuning job uses floating-point values between
MinValue
value and this value for tuning.
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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.
- ReverseLogarithmic
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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.
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.
- 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.
- 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.
- 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.
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.
- 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.
- See Also:
HyperParameterScalingType
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toBuilder
public ContinuousParameterRange.Builder toBuilder()
- Specified by:
toBuilder
in interfaceToCopyableBuilder<ContinuousParameterRange.Builder,ContinuousParameterRange>
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builder
public static ContinuousParameterRange.Builder builder()
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serializableBuilderClass
public static Class<? extends ContinuousParameterRange.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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