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

Class ObjectiveStatusCounters

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

Specifies the number of training jobs that this hyperparameter tuning job launched, categorized by the status of their objective metric. The objective metric status shows whether the final objective metric for the training job has been evaluated by the tuning job and used in the hyperparameter tuning process.

See Also:

  • Method Details

    • succeeded

      public final Integer succeeded()

      The number of training jobs whose final objective metric was evaluated by the hyperparameter tuning job and used in the hyperparameter tuning process.

      Returns:
      The number of training jobs whose final objective metric was evaluated by the hyperparameter tuning job and used in the hyperparameter tuning process.

    • pending

      public final Integer pending()

      The number of training jobs that are in progress and pending evaluation of their final objective metric.

      Returns:
      The number of training jobs that are in progress and pending evaluation of their final objective metric.

    • failed

      public final Integer failed()

      The number of training jobs whose final objective metric was not evaluated and used in the hyperparameter tuning process. This typically occurs when the training job failed or did not emit an objective metric.

      Returns:
      The number of training jobs whose final objective metric was not evaluated and used in the hyperparameter tuning process. This typically occurs when the training job failed or did not emit an objective metric.

    • toBuilder

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

    • builder

      public static ObjectiveStatusCounters.Builder builder()

    • serializableBuilderClass

      public static Class<? extends ObjectiveStatusCounters.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.