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

Inherits:
Struct
  • Object
show all
Defined in:
gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb

Overview

Constant Summary collapse

SENSITIVE =
[]

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)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 11071

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

#compilation_job_arnString

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

Returns:

  • (String)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 11071

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

#compilation_job_nameString

The name of the model compilation job.

Returns:

  • (String)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 11071

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

#compilation_job_statusString

The status of the model compilation job.

Returns:

  • (String)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 11071

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

#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)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 11071

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

#creation_timeTime

The time that the model compilation job was created.

Returns:

  • (Time)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 11071

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

#failure_reasonString

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

Returns:

  • (String)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 11071

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

#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:



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 11071

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

#last_modified_timeTime

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

Returns:

  • (Time)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 11071

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

#model_artifactsTypes::ModelArtifacts

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



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 11071

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

#model_digestsTypes::ModelDigests

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

Returns:



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 11071

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

#output_configTypes::OutputConfig

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

Returns:



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 11071

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

#role_arnString

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

Returns:

  • (String)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 11071

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

#stopping_conditionTypes::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.



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 11071

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