Class IncrementalTrainingDataChannel

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

Defines an incremental training data channel that references a previously trained model. Incremental training allows you to update an existing trained model with new data, building upon the knowledge from a base model rather than training from scratch. This can significantly reduce training time and computational costs while improving model performance with additional data.

See Also:

  • Method Details

    • trainedModelArn

      public final String trainedModelArn()

      The Amazon Resource Name (ARN) of the base trained model to use for incremental training. This model serves as the starting point for the incremental training process.

      Returns:
      The Amazon Resource Name (ARN) of the base trained model to use for incremental training. This model serves as the starting point for the incremental training process.

    • versionIdentifier

      public final String versionIdentifier()

      The version identifier of the base trained model to use for incremental training. If not specified, the latest version of the trained model is used.

      Returns:
      The version identifier of the base trained model to use for incremental training. If not specified, the latest version of the trained model is used.

    • channelName

      public final String channelName()

      The name of the incremental training data channel. This name is used to identify the channel during the training process and must be unique within the training job.

      Returns:
      The name of the incremental training data channel. This name is used to identify the channel during the training process and must be unique within the training job.

    • toBuilder

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

    • builder

      public static IncrementalTrainingDataChannel.Builder builder()

    • serializableBuilderClass

      public static Class<? extends IncrementalTrainingDataChannel.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.

    • sdkFieldNameToField

      public final Map<String,SdkField<?>> sdkFieldNameToField()
      Specified by:
      sdkFieldNameToField in interface SdkPojo
      Returns:
      The mapping between the field name and its corresponding field.