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

Interface DescribeCompilationJobResponse.Builder

    • Method Detail

      • compilationJobName

        DescribeCompilationJobResponse.Builder compilationJobName​(String compilationJobName)

        The name of the model compilation job.

        Parameters:
        compilationJobName - The name of the model compilation job.
        Returns:
        Returns a reference to this object so that method calls can be chained together.

      • compilationJobArn

        DescribeCompilationJobResponse.Builder compilationJobArn​(String compilationJobArn)

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

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

      • compilationStartTime

        DescribeCompilationJobResponse.Builder compilationStartTime​(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.

        Parameters:
        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:
        Returns a reference to this object so that method calls can be chained together.

      • compilationEndTime

        DescribeCompilationJobResponse.Builder compilationEndTime​(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.

        Parameters:
        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:
        Returns a reference to this object so that method calls can be chained together.

      • stoppingCondition

        DescribeCompilationJobResponse.Builder stoppingCondition​(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.

        Parameters:
        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:
        Returns a reference to this object so that method calls can be chained together.

      • inferenceImage

        DescribeCompilationJobResponse.Builder inferenceImage​(String inferenceImage)

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

        Parameters:
        inferenceImage - The inference image to use when compiling a model. Specify an image only if the target device is a cloud instance.
        Returns:
        Returns a reference to this object so that method calls can be chained together.

      • modelPackageVersionArn

        DescribeCompilationJobResponse.Builder modelPackageVersionArn​(String modelPackageVersionArn)

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

        Parameters:
        modelPackageVersionArn - The Amazon Resource Name (ARN) of the versioned model package that was provided to SageMaker Neo when you initiated a compilation job.
        Returns:
        Returns a reference to this object so that method calls can be chained together.

      • creationTime

        DescribeCompilationJobResponse.Builder creationTime​(Instant creationTime)

        The time that the model compilation job was created.

        Parameters:
        creationTime - The time that the model compilation job was created.
        Returns:
        Returns a reference to this object so that method calls can be chained together.

      • lastModifiedTime

        DescribeCompilationJobResponse.Builder lastModifiedTime​(Instant lastModifiedTime)

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

        Parameters:
        lastModifiedTime - The time that the status of the model compilation job was last modified.
        Returns:
        Returns a reference to this object so that method calls can be chained together.

      • failureReason

        DescribeCompilationJobResponse.Builder failureReason​(String failureReason)

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

        Parameters:
        failureReason - If a model compilation job failed, the reason it failed.
        Returns:
        Returns a reference to this object so that method calls can be chained together.

      • modelArtifacts

        DescribeCompilationJobResponse.Builder modelArtifacts​(ModelArtifacts modelArtifacts)

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

        Parameters:
        modelArtifacts - Information about the location in Amazon S3 that has been configured for storing the model artifacts used in the compilation job.
        Returns:
        Returns a reference to this object so that method calls can be chained together.

      • modelDigests

        DescribeCompilationJobResponse.Builder modelDigests​(ModelDigests modelDigests)

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

        Parameters:
        modelDigests - Provides a BLAKE2 hash value that identifies the compiled model artifacts in Amazon S3.
        Returns:
        Returns a reference to this object so that method calls can be chained together.

      • roleArn

        DescribeCompilationJobResponse.Builder roleArn​(String roleArn)

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

        Parameters:
        roleArn - The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker assumes to perform the model compilation job.
        Returns:
        Returns a reference to this object so that method calls can be chained together.

      • inputConfig

        DescribeCompilationJobResponse.Builder inputConfig​(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.

        Parameters:
        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:
        Returns a reference to this object so that method calls can be chained together.

      • outputConfig

        DescribeCompilationJobResponse.Builder outputConfig​(OutputConfig outputConfig)

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

        Parameters:
        outputConfig - Information about the output location for the compiled model and the target device that the model runs on.
        Returns:
        Returns a reference to this object so that method calls can be chained together.

      • derivedInformation

        DescribeCompilationJobResponse.Builder derivedInformation​(DerivedInformation derivedInformation)

        Information that SageMaker Neo automatically derived about the model.

        Parameters:
        derivedInformation - Information that SageMaker Neo automatically derived about the model.
        Returns:
        Returns a reference to this object so that method calls can be chained together.