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

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

Overview

Instance Attribute Summary collapse

Instance Attribute Details

#compilation_end_timeTime

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_arnString

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_nameString

The name of the model compilation job.

Returns:

  • (String)

    The name of the model compilation job.

#compilation_job_statusString

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_timeTime

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_timeTime

The time that the model compilation job was created.

Returns:

  • (Time)

    The time that the model compilation job was created.

#failure_reasonString

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

Returns:

  • (String)

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

#input_configTypes::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_timeTime

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_artifactsTypes::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_configTypes::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_arnString

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

Returns:

  • (String)

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

#stopping_conditionTypes::StoppingCondition

The duration allowed for model compilation.

Returns: