Class DescribeCompilationJobResponse

    • Method Detail

      • compilationJobName

        public final String compilationJobName()

        The name of the model compilation job.

        Returns:
        The name of the model compilation job.
      • compilationJobArn

        public final String compilationJobArn()

        The Amazon Resource Name (ARN) of the model compilation job.

        Returns:
        The Amazon Resource Name (ARN) of the model compilation job.
      • compilationStartTime

        public final Instant compilationStartTime()

        The time when the model compilation job started the CompilationJob instances.

        You are billed for the time between this timestamp and the timestamp in the CompilationEndTime field. In Amazon CloudWatch Logs, the start time might be later than this time. That's because it takes time to download the compilation job, which depends on the size of the compilation job container.

        Returns:
        The time when the model compilation job started the CompilationJob instances.

        You are billed for the time between this timestamp and the timestamp in the CompilationEndTime field. In Amazon CloudWatch Logs, the start time might be later than this time. That's because it takes time to download the compilation job, which depends on the size of the compilation job container.

      • compilationEndTime

        public final Instant compilationEndTime()

        The time when the model compilation job on a compilation job instance ended. For a successful or stopped job, this is when the job's model artifacts have finished uploading. For a failed job, this is when Amazon SageMaker detected that the job failed.

        Returns:
        The time when the model compilation job on a compilation job instance ended. For a successful or stopped job, this is when the job's model artifacts have finished uploading. For a failed job, this is when Amazon SageMaker detected that the job failed.
      • stoppingCondition

        public final StoppingCondition stoppingCondition()

        Specifies a limit to how long a model compilation job can run. When the job reaches the time limit, Amazon SageMaker ends the compilation job. Use this API to cap model training costs.

        Returns:
        Specifies a limit to how long a model compilation job can run. When the job reaches the time limit, Amazon SageMaker ends the compilation job. Use this API to cap model training costs.
      • inferenceImage

        public final String inferenceImage()

        The inference image to use when compiling a model. Specify an image only if the target device is a cloud instance.

        Returns:
        The inference image to use when compiling a model. Specify an image only if the target device is a cloud instance.
      • modelPackageVersionArn

        public final String modelPackageVersionArn()

        The Amazon Resource Name (ARN) of the versioned model package that was provided to SageMaker Neo when you initiated a compilation job.

        Returns:
        The Amazon Resource Name (ARN) of the versioned model package that was provided to SageMaker Neo when you initiated a compilation job.
      • creationTime

        public final Instant creationTime()

        The time that the model compilation job was created.

        Returns:
        The time that the model compilation job was created.
      • lastModifiedTime

        public final Instant lastModifiedTime()

        The time that the status of the model compilation job was last modified.

        Returns:
        The time that the status of the model compilation job was last modified.
      • failureReason

        public final String failureReason()

        If a model compilation job failed, the reason it failed.

        Returns:
        If a model compilation job failed, the reason it failed.
      • modelArtifacts

        public final ModelArtifacts modelArtifacts()

        Information about the location in Amazon S3 that has been configured for storing the model artifacts used in the compilation job.

        Returns:
        Information about the location in Amazon S3 that has been configured for storing the model artifacts used in the compilation job.
      • modelDigests

        public final ModelDigests modelDigests()

        Provides a BLAKE2 hash value that identifies the compiled model artifacts in Amazon S3.

        Returns:
        Provides a BLAKE2 hash value that identifies the compiled model artifacts in Amazon S3.
      • roleArn

        public final String roleArn()

        The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker assumes to perform the model compilation job.

        Returns:
        The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker assumes to perform the model compilation job.
      • inputConfig

        public final InputConfig inputConfig()

        Information about the location in Amazon S3 of the input model artifacts, the name and shape of the expected data inputs, and the framework in which the model was trained.

        Returns:
        Information about the location in Amazon S3 of the input model artifacts, the name and shape of the expected data inputs, and the framework in which the model was trained.
      • outputConfig

        public final OutputConfig outputConfig()

        Information about the output location for the compiled model and the target device that the model runs on.

        Returns:
        Information about the output location for the compiled model and the target device that the model runs on.
      • derivedInformation

        public final DerivedInformation derivedInformation()

        Information that SageMaker Neo automatically derived about the model.

        Returns:
        Information that SageMaker Neo automatically derived about the model.
      • 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