Interface ModelDescription.Builder

    • Method Detail

      • modelVersion

        ModelDescription.Builder modelVersion​(String modelVersion)

        The version of the model

        Parameters:
        modelVersion - The version of the model
        Returns:
        Returns a reference to this object so that method calls can be chained together.
      • modelArn

        ModelDescription.Builder modelArn​(String modelArn)

        The Amazon Resource Name (ARN) of the model.

        Parameters:
        modelArn - The Amazon Resource Name (ARN) of the model.
        Returns:
        Returns a reference to this object so that method calls can be chained together.
      • creationTimestamp

        ModelDescription.Builder creationTimestamp​(Instant creationTimestamp)

        The unix timestamp for the date and time that the model was created.

        Parameters:
        creationTimestamp - The unix timestamp for the date and time that the model was created.
        Returns:
        Returns a reference to this object so that method calls can be chained together.
      • description

        ModelDescription.Builder description​(String description)

        The description for the model.

        Parameters:
        description - The description for the model.
        Returns:
        Returns a reference to this object so that method calls can be chained together.
      • statusMessage

        ModelDescription.Builder statusMessage​(String statusMessage)

        The status message for the model.

        Parameters:
        statusMessage - The status message for the model.
        Returns:
        Returns a reference to this object so that method calls can be chained together.
      • performance

        ModelDescription.Builder performance​(ModelPerformance performance)

        Performance metrics for the model. Created during training.

        Parameters:
        performance - Performance metrics for the model. Created during training.
        Returns:
        Returns a reference to this object so that method calls can be chained together.
      • outputConfig

        ModelDescription.Builder outputConfig​(OutputConfig outputConfig)

        The S3 location where Amazon Lookout for Vision saves model training files.

        Parameters:
        outputConfig - The S3 location where Amazon Lookout for Vision saves model training files.
        Returns:
        Returns a reference to this object so that method calls can be chained together.
      • evaluationManifest

        ModelDescription.Builder evaluationManifest​(OutputS3Object evaluationManifest)

        The S3 location where Amazon Lookout for Vision saves the manifest file that was used to test the trained model and generate the performance scores.

        Parameters:
        evaluationManifest - The S3 location where Amazon Lookout for Vision saves the manifest file that was used to test the trained model and generate the performance scores.
        Returns:
        Returns a reference to this object so that method calls can be chained together.
      • evaluationResult

        ModelDescription.Builder evaluationResult​(OutputS3Object evaluationResult)

        The S3 location where Amazon Lookout for Vision saves the performance metrics.

        Parameters:
        evaluationResult - The S3 location where Amazon Lookout for Vision saves the performance metrics.
        Returns:
        Returns a reference to this object so that method calls can be chained together.
      • evaluationEndTimestamp

        ModelDescription.Builder evaluationEndTimestamp​(Instant evaluationEndTimestamp)

        The unix timestamp for the date and time that the evaluation ended.

        Parameters:
        evaluationEndTimestamp - The unix timestamp for the date and time that the evaluation ended.
        Returns:
        Returns a reference to this object so that method calls can be chained together.
      • kmsKeyId

        ModelDescription.Builder kmsKeyId​(String kmsKeyId)

        The identifer for the AWS Key Management Service (AWS KMS) key that was used to encrypt the model during training.

        Parameters:
        kmsKeyId - The identifer for the AWS Key Management Service (AWS KMS) key that was used to encrypt the model during training.
        Returns:
        Returns a reference to this object so that method calls can be chained together.
      • minInferenceUnits

        ModelDescription.Builder minInferenceUnits​(Integer minInferenceUnits)

        The minimum number of inference units used by the model. For more information, see StartModel

        Parameters:
        minInferenceUnits - The minimum number of inference units used by the model. For more information, see StartModel
        Returns:
        Returns a reference to this object so that method calls can be chained together.
      • maxInferenceUnits

        ModelDescription.Builder maxInferenceUnits​(Integer maxInferenceUnits)

        The maximum number of inference units Amazon Lookout for Vision uses to auto-scale the model. For more information, see StartModel.

        Parameters:
        maxInferenceUnits - The maximum number of inference units Amazon Lookout for Vision uses to auto-scale the model. For more information, see StartModel.
        Returns:
        Returns a reference to this object so that method calls can be chained together.