Class: Aws::SageMaker::Types::DescribeCompilationJobResponse

Inherits:

Struct

• Object
• Struct
• Aws::SageMaker::Types::DescribeCompilationJobResponse

Includes:

Aws::Structure

Defined in:

lib/aws-sdk-sagemaker/types.rb

Overview

See Also:

• AWS API Documentation

Constant Summary

SENSITIVE =

[]

Instance Attribute Summary

• #compilation_end_time ⇒ Time

  The time when the model compilation job on a compilation job instance ended.

• #compilation_job_arn ⇒ String

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

• #compilation_job_name ⇒ String

  The name of the model compilation job.

• #compilation_job_status ⇒ String

  The status of the model compilation job.

• #compilation_start_time ⇒ Time

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

• #creation_time ⇒ Time

  The time that the model compilation job was created.

• #derived_information ⇒ Types::DerivedInformation

  Information that SageMaker Neo automatically derived about the model.

• #failure_reason ⇒ String

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

• #inference_image ⇒ String

  The inference image to use when compiling a model.

• #input_config ⇒ Types::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.

• #last_modified_time ⇒ Time

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

• #model_artifacts ⇒ Types::ModelArtifacts

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

• #model_digests ⇒ Types::ModelDigests

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

• #model_package_version_arn ⇒ String

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

• #output_config ⇒ Types::OutputConfig

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

• #role_arn ⇒ String

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

• #stopping_condition ⇒ Types::StoppingCondition

  Specifies a limit to how long a model compilation job can run.

• #vpc_config ⇒ Types::NeoVpcConfig

  A [VpcConfig] object that specifies the VPC that you want your compilation job to connect to.

Instance Attribute Details

#compilation_end_time ⇒ Time

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 AI detected that the job failed.

Returns:

• (Time)

# File 'lib/aws-sdk-sagemaker/types.rb', line 13971

class DescribeCompilationJobResponse < Struct.new(
  :compilation_job_name,
  :compilation_job_arn,
  :compilation_job_status,
  :compilation_start_time,
  :compilation_end_time,
  :stopping_condition,
  :inference_image,
  :model_package_version_arn,
  :creation_time,
  :last_modified_time,
  :failure_reason,
  :model_artifacts,
  :model_digests,
  :role_arn,
  :input_config,
  :output_config,
  :vpc_config,
  :derived_information)
  SENSITIVE = []
  include Aws::Structure
end

#compilation_job_arn ⇒ String

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

Returns:

• (String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 13971

class DescribeCompilationJobResponse < Struct.new(
  :compilation_job_name,
  :compilation_job_arn,
  :compilation_job_status,
  :compilation_start_time,
  :compilation_end_time,
  :stopping_condition,
  :inference_image,
  :model_package_version_arn,
  :creation_time,
  :last_modified_time,
  :failure_reason,
  :model_artifacts,
  :model_digests,
  :role_arn,
  :input_config,
  :output_config,
  :vpc_config,
  :derived_information)
  SENSITIVE = []
  include Aws::Structure
end

#compilation_job_name ⇒ String

The name of the model compilation job.

Returns:

• (String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 13971

class DescribeCompilationJobResponse < Struct.new(
  :compilation_job_name,
  :compilation_job_arn,
  :compilation_job_status,
  :compilation_start_time,
  :compilation_end_time,
  :stopping_condition,
  :inference_image,
  :model_package_version_arn,
  :creation_time,
  :last_modified_time,
  :failure_reason,
  :model_artifacts,
  :model_digests,
  :role_arn,
  :input_config,
  :output_config,
  :vpc_config,
  :derived_information)
  SENSITIVE = []
  include Aws::Structure
end

#compilation_job_status ⇒ String

The status of the model compilation job.

Returns:

• (String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 13971

class DescribeCompilationJobResponse < Struct.new(
  :compilation_job_name,
  :compilation_job_arn,
  :compilation_job_status,
  :compilation_start_time,
  :compilation_end_time,
  :stopping_condition,
  :inference_image,
  :model_package_version_arn,
  :creation_time,
  :last_modified_time,
  :failure_reason,
  :model_artifacts,
  :model_digests,
  :role_arn,
  :input_config,
  :output_config,
  :vpc_config,
  :derived_information)
  SENSITIVE = []
  include Aws::Structure
end

#compilation_start_time ⇒ Time

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:

• (Time)

# File 'lib/aws-sdk-sagemaker/types.rb', line 13971

class DescribeCompilationJobResponse < Struct.new(
  :compilation_job_name,
  :compilation_job_arn,
  :compilation_job_status,
  :compilation_start_time,
  :compilation_end_time,
  :stopping_condition,
  :inference_image,
  :model_package_version_arn,
  :creation_time,
  :last_modified_time,
  :failure_reason,
  :model_artifacts,
  :model_digests,
  :role_arn,
  :input_config,
  :output_config,
  :vpc_config,
  :derived_information)
  SENSITIVE = []
  include Aws::Structure
end

#creation_time ⇒ Time

The time that the model compilation job was created.

Returns:

• (Time)

# File 'lib/aws-sdk-sagemaker/types.rb', line 13971

class DescribeCompilationJobResponse < Struct.new(
  :compilation_job_name,
  :compilation_job_arn,
  :compilation_job_status,
  :compilation_start_time,
  :compilation_end_time,
  :stopping_condition,
  :inference_image,
  :model_package_version_arn,
  :creation_time,
  :last_modified_time,
  :failure_reason,
  :model_artifacts,
  :model_digests,
  :role_arn,
  :input_config,
  :output_config,
  :vpc_config,
  :derived_information)
  SENSITIVE = []
  include Aws::Structure
end

#derived_information ⇒ Types::DerivedInformation

Information that SageMaker Neo automatically derived about the model.

Returns:

• (Types::DerivedInformation)

# File 'lib/aws-sdk-sagemaker/types.rb', line 13971

class DescribeCompilationJobResponse < Struct.new(
  :compilation_job_name,
  :compilation_job_arn,
  :compilation_job_status,
  :compilation_start_time,
  :compilation_end_time,
  :stopping_condition,
  :inference_image,
  :model_package_version_arn,
  :creation_time,
  :last_modified_time,
  :failure_reason,
  :model_artifacts,
  :model_digests,
  :role_arn,
  :input_config,
  :output_config,
  :vpc_config,
  :derived_information)
  SENSITIVE = []
  include Aws::Structure
end

#failure_reason ⇒ String

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

Returns:

• (String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 13971

class DescribeCompilationJobResponse < Struct.new(
  :compilation_job_name,
  :compilation_job_arn,
  :compilation_job_status,
  :compilation_start_time,
  :compilation_end_time,
  :stopping_condition,
  :inference_image,
  :model_package_version_arn,
  :creation_time,
  :last_modified_time,
  :failure_reason,
  :model_artifacts,
  :model_digests,
  :role_arn,
  :input_config,
  :output_config,
  :vpc_config,
  :derived_information)
  SENSITIVE = []
  include Aws::Structure
end

#inference_image ⇒ String

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

Returns:

• (String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 13971

class DescribeCompilationJobResponse < Struct.new(
  :compilation_job_name,
  :compilation_job_arn,
  :compilation_job_status,
  :compilation_start_time,
  :compilation_end_time,
  :stopping_condition,
  :inference_image,
  :model_package_version_arn,
  :creation_time,
  :last_modified_time,
  :failure_reason,
  :model_artifacts,
  :model_digests,
  :role_arn,
  :input_config,
  :output_config,
  :vpc_config,
  :derived_information)
  SENSITIVE = []
  include Aws::Structure
end

#input_config ⇒ Types::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:

• (Types::InputConfig)

# File 'lib/aws-sdk-sagemaker/types.rb', line 13971

class DescribeCompilationJobResponse < Struct.new(
  :compilation_job_name,
  :compilation_job_arn,
  :compilation_job_status,
  :compilation_start_time,
  :compilation_end_time,
  :stopping_condition,
  :inference_image,
  :model_package_version_arn,
  :creation_time,
  :last_modified_time,
  :failure_reason,
  :model_artifacts,
  :model_digests,
  :role_arn,
  :input_config,
  :output_config,
  :vpc_config,
  :derived_information)
  SENSITIVE = []
  include Aws::Structure
end

#last_modified_time ⇒ Time

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

Returns:

• (Time)

# File 'lib/aws-sdk-sagemaker/types.rb', line 13971

class DescribeCompilationJobResponse < Struct.new(
  :compilation_job_name,
  :compilation_job_arn,
  :compilation_job_status,
  :compilation_start_time,
  :compilation_end_time,
  :stopping_condition,
  :inference_image,
  :model_package_version_arn,
  :creation_time,
  :last_modified_time,
  :failure_reason,
  :model_artifacts,
  :model_digests,
  :role_arn,
  :input_config,
  :output_config,
  :vpc_config,
  :derived_information)
  SENSITIVE = []
  include Aws::Structure
end

#model_artifacts ⇒ Types::ModelArtifacts

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

Returns:

• (Types::ModelArtifacts)

# File 'lib/aws-sdk-sagemaker/types.rb', line 13971

class DescribeCompilationJobResponse < Struct.new(
  :compilation_job_name,
  :compilation_job_arn,
  :compilation_job_status,
  :compilation_start_time,
  :compilation_end_time,
  :stopping_condition,
  :inference_image,
  :model_package_version_arn,
  :creation_time,
  :last_modified_time,
  :failure_reason,
  :model_artifacts,
  :model_digests,
  :role_arn,
  :input_config,
  :output_config,
  :vpc_config,
  :derived_information)
  SENSITIVE = []
  include Aws::Structure
end

#model_digests ⇒ Types::ModelDigests

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

Returns:

• (Types::ModelDigests)

# File 'lib/aws-sdk-sagemaker/types.rb', line 13971

class DescribeCompilationJobResponse < Struct.new(
  :compilation_job_name,
  :compilation_job_arn,
  :compilation_job_status,
  :compilation_start_time,
  :compilation_end_time,
  :stopping_condition,
  :inference_image,
  :model_package_version_arn,
  :creation_time,
  :last_modified_time,
  :failure_reason,
  :model_artifacts,
  :model_digests,
  :role_arn,
  :input_config,
  :output_config,
  :vpc_config,
  :derived_information)
  SENSITIVE = []
  include Aws::Structure
end

#model_package_version_arn ⇒ String

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

Returns:

• (String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 13971

class DescribeCompilationJobResponse < Struct.new(
  :compilation_job_name,
  :compilation_job_arn,
  :compilation_job_status,
  :compilation_start_time,
  :compilation_end_time,
  :stopping_condition,
  :inference_image,
  :model_package_version_arn,
  :creation_time,
  :last_modified_time,
  :failure_reason,
  :model_artifacts,
  :model_digests,
  :role_arn,
  :input_config,
  :output_config,
  :vpc_config,
  :derived_information)
  SENSITIVE = []
  include Aws::Structure
end

#output_config ⇒ Types::OutputConfig

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

Returns:

• (Types::OutputConfig)

# File 'lib/aws-sdk-sagemaker/types.rb', line 13971

class DescribeCompilationJobResponse < Struct.new(
  :compilation_job_name,
  :compilation_job_arn,
  :compilation_job_status,
  :compilation_start_time,
  :compilation_end_time,
  :stopping_condition,
  :inference_image,
  :model_package_version_arn,
  :creation_time,
  :last_modified_time,
  :failure_reason,
  :model_artifacts,
  :model_digests,
  :role_arn,
  :input_config,
  :output_config,
  :vpc_config,
  :derived_information)
  SENSITIVE = []
  include Aws::Structure
end

#role_arn ⇒ String

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

Returns:

• (String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 13971

class DescribeCompilationJobResponse < Struct.new(
  :compilation_job_name,
  :compilation_job_arn,
  :compilation_job_status,
  :compilation_start_time,
  :compilation_end_time,
  :stopping_condition,
  :inference_image,
  :model_package_version_arn,
  :creation_time,
  :last_modified_time,
  :failure_reason,
  :model_artifacts,
  :model_digests,
  :role_arn,
  :input_config,
  :output_config,
  :vpc_config,
  :derived_information)
  SENSITIVE = []
  include Aws::Structure
end

#stopping_condition ⇒ Types::StoppingCondition

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

Returns:

• (Types::StoppingCondition)

# File 'lib/aws-sdk-sagemaker/types.rb', line 13971

class DescribeCompilationJobResponse < Struct.new(
  :compilation_job_name,
  :compilation_job_arn,
  :compilation_job_status,
  :compilation_start_time,
  :compilation_end_time,
  :stopping_condition,
  :inference_image,
  :model_package_version_arn,
  :creation_time,
  :last_modified_time,
  :failure_reason,
  :model_artifacts,
  :model_digests,
  :role_arn,
  :input_config,
  :output_config,
  :vpc_config,
  :derived_information)
  SENSITIVE = []
  include Aws::Structure
end

#vpc_config ⇒ Types::NeoVpcConfig

A [VpcConfig] object that specifies the VPC that you want your compilation job to connect to. Control access to your models by configuring the VPC. For more information, see [Protect Compilation Jobs by Using an Amazon Virtual Private Cloud].

[1]: docs.aws.amazon.com/sagemaker/latest/APIReference/API_VpcConfig.html [2]: docs.aws.amazon.com/sagemaker/latest/dg/neo-vpc.html

Returns:

• (Types::NeoVpcConfig)

# File 'lib/aws-sdk-sagemaker/types.rb', line 13971

class DescribeCompilationJobResponse < Struct.new(
  :compilation_job_name,
  :compilation_job_arn,
  :compilation_job_status,
  :compilation_start_time,
  :compilation_end_time,
  :stopping_condition,
  :inference_image,
  :model_package_version_arn,
  :creation_time,
  :last_modified_time,
  :failure_reason,
  :model_artifacts,
  :model_digests,
  :role_arn,
  :input_config,
  :output_config,
  :vpc_config,
  :derived_information)
  SENSITIVE = []
  include Aws::Structure
end