You are viewing documentation for version 2 of the AWS SDK for Ruby. Version 3 documentation can be found here.

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

Inherits:
Struct
  • Object
show all
Defined in:
(unknown)

Overview

Returned by:

See Also:

Instance Attribute Summary collapse

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 detected that the job failed.

Returns:

  • (Time) —

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

#compilation_job_arn ⇒ String

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

Returns:

  • (String) —

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

#compilation_job_name ⇒ String

The name of the model compilation job.

Returns:

  • (String) —

    The name of the model compilation job.

#compilation_job_status ⇒ String

The status of the model compilation job.

Possible values:

  • INPROGRESS
  • COMPLETED
  • FAILED
  • STARTING
  • STOPPING
  • STOPPED

Returns:

  • (String) —

    The status of the model compilation job.

#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 DescribeCompilationJobResponse$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) —

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

#creation_time ⇒ Time

The time that the model compilation job was created.

Returns:

  • (Time) —

    The time that the model compilation job was created.

#failure_reason ⇒ String

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

Returns:

  • (String) —

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

#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) —

    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.

Returns:

  • (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.

Returns:

  • (Types::ModelArtifacts) —

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

#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) —

    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 the model compilation job.

Returns:

  • (String) —

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

#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 ends the compilation job. Use this API to cap model training costs.

Returns: