Package software.amazon.awssdk.services.sagemaker.model

Class AutoParameter

java.lang.Object
software.amazon.awssdk.services.sagemaker.model.AutoParameter
All Implemented Interfaces:
Serializable, SdkPojo, ToCopyableBuilder<AutoParameter.Builder,AutoParameter>
@Generated("software.amazon.awssdk:codegen") public final class AutoParameter extends Object implements SdkPojo, Serializable, ToCopyableBuilder<AutoParameter.Builder,AutoParameter>

The name and an example value of the hyperparameter that you want to use in Autotune. If Automatic model tuning (AMT) determines that your hyperparameter is eligible for Autotune, an optimal hyperparameter range is selected for you.

See Also:

  • Method Details

    • name

      public final String name()

      The name of the hyperparameter to optimize using Autotune.

      Returns:
      The name of the hyperparameter to optimize using Autotune.

    • valueHint

      public final String valueHint()

      An example value of the hyperparameter to optimize using Autotune.

      Returns:
      An example value of the hyperparameter to optimize using Autotune.

    • toBuilder

      public AutoParameter.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<AutoParameter.Builder,AutoParameter>
      Returns:
      a builder for type T

    • builder

      public static AutoParameter.Builder builder()

    • serializableBuilderClass

      public static Class<? extends AutoParameter.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.