Class IntegerParameterRange

java.lang.Object
software.amazon.awssdk.services.sagemaker.model.IntegerParameterRange
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:

  • Method Details

    • name

      public final String name()

      The name of the hyperparameter to search.

      Returns:
      The name of the hyperparameter to search.

    • minValue

      public final String minValue()

      The minimum value of the hyperparameter to search.

      Returns:
      The minimum value of the hyperparameter to search.

    • maxValue

      public final String maxValue()

      The maximum value of the hyperparameter to search.

      Returns:
      The maximum value of the hyperparameter to search.

    • 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

      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 return HyperParameterScalingType.UNKNOWN_TO_SDK_VERSION. The raw value returned by the service is available from scalingTypeAsString().

      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:

    • 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 return HyperParameterScalingType.UNKNOWN_TO_SDK_VERSION. The raw value returned by the service is available from scalingTypeAsString().

      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:

    • toBuilder

      public IntegerParameterRange.Builder toBuilder()
      Description copied from interface: ToCopyableBuilder
      Take this object and create a builder that contains all of the current property values of this object.
      Specified by:
      toBuilder in interface ToCopyableBuilder<IntegerParameterRange.Builder,IntegerParameterRange>
      Returns:
      a builder for type T

    • builder

      public static IntegerParameterRange.Builder builder()

    • serializableBuilderClass

      public static Class<? extends IntegerParameterRange.Builder> serializableBuilderClass()

    • hashCode

      public final int hashCode()
      Overrides:
      hashCode in class Object

    • equals

      public final boolean equals(Object obj)
      Overrides:
      equals in class Object

    • equalsBySdkFields

      public final boolean equalsBySdkFields(Object obj)
      Description copied from interface: SdkPojo
      Indicates whether some other object is "equal to" this one by SDK fields. An SDK field is a modeled, non-inherited field in an SdkPojo class, and is generated based on a service model.

      If an SdkPojo class does not have any inherited fields, equalsBySdkFields and equals are essentially the same.

      Specified by:
      equalsBySdkFields in interface SdkPojo
      Parameters:
      obj - the object to be compared with
      Returns:
      true if the other object equals to this object by sdk fields, false otherwise.

    • 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.
      Overrides:
      toString in class Object

    • getValueForField

      public final <T> Optional<T> getValueForField(String fieldName, Class<T> clazz)

    • sdkFields

      public final List<SdkField<?>> sdkFields()
      Specified by:
      sdkFields in interface SdkPojo
      Returns:
      List of SdkField in this POJO. May be empty list but should never be null.