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

Inherits:

Struct

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

show all

Includes:: Aws::Structure

Defined in:: lib/aws-sdk-sagemaker/types.rb

Overview

Constant Summary collapse

SENSITIVE =

[]

Instance Attribute Summary collapse

#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 14316

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 14316

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 14316

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 14316

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 14316

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 14316

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 14316

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 14316

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 14316

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 14316

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 14316

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 14316

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 14316

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 14316

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 14316

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 14316

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 14316

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 14316

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

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

Overview

Constant Summary collapse

Instance Attribute Summary collapse

Instance Attribute Details

#compilation_end_time ⇒ Time

#compilation_job_arn ⇒ String

#compilation_job_name ⇒ String

#compilation_job_status ⇒ String

#compilation_start_time ⇒ Time

#creation_time ⇒ Time

#derived_information ⇒ Types::DerivedInformation

#failure_reason ⇒ String

#inference_image ⇒ String

#input_config ⇒ Types::InputConfig

#last_modified_time ⇒ Time

#model_artifacts ⇒ Types::ModelArtifacts

#model_digests ⇒ Types::ModelDigests

#model_package_version_arn ⇒ String

#output_config ⇒ Types::OutputConfig

#role_arn ⇒ String

#stopping_condition ⇒ Types::StoppingCondition

#vpc_config ⇒ Types::NeoVpcConfig

#compilation_end_time ⇒ `Time`

#compilation_job_arn ⇒ `String`

#compilation_job_name ⇒ `String`

#compilation_job_status ⇒ `String`

#compilation_start_time ⇒ `Time`

#creation_time ⇒ `Time`

#derived_information ⇒ `Types::DerivedInformation`

#failure_reason ⇒ `String`

#inference_image ⇒ `String`

#input_config ⇒ `Types::InputConfig`

#last_modified_time ⇒ `Time`

#model_artifacts ⇒ `Types::ModelArtifacts`

#model_digests ⇒ `Types::ModelDigests`

#model_package_version_arn ⇒ `String`

#output_config ⇒ `Types::OutputConfig`

#role_arn ⇒ `String`

#stopping_condition ⇒ `Types::StoppingCondition`

#vpc_config ⇒ `Types::NeoVpcConfig`