Class: Aws::SageMaker::Types::HyperParameterTrainingJobSummary

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

Overview

The container for the summary information about a training job.

See Also:

Constant Summary collapse

SENSITIVE = 
[]

Instance Attribute Summary collapse

Instance Attribute Details

#creation_time ⇒ Time

The date and time that the training job was created.

Returns:

  • (Time) 


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# File 'lib/aws-sdk-sagemaker/types.rb', line 20365

class HyperParameterTrainingJobSummary < Struct.new(
  :training_job_definition_name,
  :training_job_name,
  :training_job_arn,
  :tuning_job_name,
  :creation_time,
  :training_start_time,
  :training_end_time,
  :training_job_status,
  :tuned_hyper_parameters,
  :failure_reason,
  :final_hyper_parameter_tuning_job_objective_metric,
  :objective_status)
  SENSITIVE = []
  include Aws::Structure
end

#failure_reason ⇒ String

The reason that the training job failed.

Returns:

  • (String) 


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# File 'lib/aws-sdk-sagemaker/types.rb', line 20365

class HyperParameterTrainingJobSummary < Struct.new(
  :training_job_definition_name,
  :training_job_name,
  :training_job_arn,
  :tuning_job_name,
  :creation_time,
  :training_start_time,
  :training_end_time,
  :training_job_status,
  :tuned_hyper_parameters,
  :failure_reason,
  :final_hyper_parameter_tuning_job_objective_metric,
  :objective_status)
  SENSITIVE = []
  include Aws::Structure
end

#final_hyper_parameter_tuning_job_objective_metric ⇒ Types::FinalHyperParameterTuningJobObjectiveMetric

The [FinalHyperParameterTuningJobObjectiveMetric] object that specifies the value of the objective metric of the tuning job that launched this training job.

[1]: docs.aws.amazon.com/sagemaker/latest/APIReference/API_FinalHyperParameterTuningJobObjectiveMetric.html

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 20365

class HyperParameterTrainingJobSummary < Struct.new(
  :training_job_definition_name,
  :training_job_name,
  :training_job_arn,
  :tuning_job_name,
  :creation_time,
  :training_start_time,
  :training_end_time,
  :training_job_status,
  :tuned_hyper_parameters,
  :failure_reason,
  :final_hyper_parameter_tuning_job_objective_metric,
  :objective_status)
  SENSITIVE = []
  include Aws::Structure
end

#objective_status ⇒ String

The status of the objective metric for the training job:

  • Succeeded: The final objective metric for the training job was evaluated by the hyperparameter tuning job and used in the hyperparameter tuning process.

^ ^

  • Pending: The training job is in progress and evaluation of its final objective metric is pending.

^ ^

  • Failed: The final objective metric for the training job was not evaluated, and was not used in the hyperparameter tuning process. This typically occurs when the training job failed or did not emit an objective metric.

^

Returns:

  • (String) 


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# File 'lib/aws-sdk-sagemaker/types.rb', line 20365

class HyperParameterTrainingJobSummary < Struct.new(
  :training_job_definition_name,
  :training_job_name,
  :training_job_arn,
  :tuning_job_name,
  :creation_time,
  :training_start_time,
  :training_end_time,
  :training_job_status,
  :tuned_hyper_parameters,
  :failure_reason,
  :final_hyper_parameter_tuning_job_objective_metric,
  :objective_status)
  SENSITIVE = []
  include Aws::Structure
end

#training_end_time ⇒ Time

Specifies the time when the training job ends on training instances. You are billed for the time interval between the value of ‘TrainingStartTime` and this time. For successful jobs and stopped jobs, this is the time after model artifacts are uploaded. For failed jobs, this is the time when SageMaker detects a job failure.

Returns:

  • (Time) 


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# File 'lib/aws-sdk-sagemaker/types.rb', line 20365

class HyperParameterTrainingJobSummary < Struct.new(
  :training_job_definition_name,
  :training_job_name,
  :training_job_arn,
  :tuning_job_name,
  :creation_time,
  :training_start_time,
  :training_end_time,
  :training_job_status,
  :tuned_hyper_parameters,
  :failure_reason,
  :final_hyper_parameter_tuning_job_objective_metric,
  :objective_status)
  SENSITIVE = []
  include Aws::Structure
end

#training_job_arn ⇒ String

The Amazon Resource Name (ARN) of the training job.

Returns:

  • (String) 


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# File 'lib/aws-sdk-sagemaker/types.rb', line 20365

class HyperParameterTrainingJobSummary < Struct.new(
  :training_job_definition_name,
  :training_job_name,
  :training_job_arn,
  :tuning_job_name,
  :creation_time,
  :training_start_time,
  :training_end_time,
  :training_job_status,
  :tuned_hyper_parameters,
  :failure_reason,
  :final_hyper_parameter_tuning_job_objective_metric,
  :objective_status)
  SENSITIVE = []
  include Aws::Structure
end

#training_job_definition_name ⇒ String

The training job definition name.

Returns:

  • (String) 


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# File 'lib/aws-sdk-sagemaker/types.rb', line 20365

class HyperParameterTrainingJobSummary < Struct.new(
  :training_job_definition_name,
  :training_job_name,
  :training_job_arn,
  :tuning_job_name,
  :creation_time,
  :training_start_time,
  :training_end_time,
  :training_job_status,
  :tuned_hyper_parameters,
  :failure_reason,
  :final_hyper_parameter_tuning_job_objective_metric,
  :objective_status)
  SENSITIVE = []
  include Aws::Structure
end

#training_job_name ⇒ String

The name of the training job.

Returns:

  • (String) 


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# File 'lib/aws-sdk-sagemaker/types.rb', line 20365

class HyperParameterTrainingJobSummary < Struct.new(
  :training_job_definition_name,
  :training_job_name,
  :training_job_arn,
  :tuning_job_name,
  :creation_time,
  :training_start_time,
  :training_end_time,
  :training_job_status,
  :tuned_hyper_parameters,
  :failure_reason,
  :final_hyper_parameter_tuning_job_objective_metric,
  :objective_status)
  SENSITIVE = []
  include Aws::Structure
end

#training_job_status ⇒ String

The status of the training job.

Returns:

  • (String) 


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# File 'lib/aws-sdk-sagemaker/types.rb', line 20365

class HyperParameterTrainingJobSummary < Struct.new(
  :training_job_definition_name,
  :training_job_name,
  :training_job_arn,
  :tuning_job_name,
  :creation_time,
  :training_start_time,
  :training_end_time,
  :training_job_status,
  :tuned_hyper_parameters,
  :failure_reason,
  :final_hyper_parameter_tuning_job_objective_metric,
  :objective_status)
  SENSITIVE = []
  include Aws::Structure
end

#training_start_time ⇒ Time

The date and time that the training job started.

Returns:

  • (Time) 


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# File 'lib/aws-sdk-sagemaker/types.rb', line 20365

class HyperParameterTrainingJobSummary < Struct.new(
  :training_job_definition_name,
  :training_job_name,
  :training_job_arn,
  :tuning_job_name,
  :creation_time,
  :training_start_time,
  :training_end_time,
  :training_job_status,
  :tuned_hyper_parameters,
  :failure_reason,
  :final_hyper_parameter_tuning_job_objective_metric,
  :objective_status)
  SENSITIVE = []
  include Aws::Structure
end

#tuned_hyper_parameters ⇒ Hash<String,String>

A list of the hyperparameters for which you specified ranges to search.

Returns:

  • (Hash<String,String>) 


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# File 'lib/aws-sdk-sagemaker/types.rb', line 20365

class HyperParameterTrainingJobSummary < Struct.new(
  :training_job_definition_name,
  :training_job_name,
  :training_job_arn,
  :tuning_job_name,
  :creation_time,
  :training_start_time,
  :training_end_time,
  :training_job_status,
  :tuned_hyper_parameters,
  :failure_reason,
  :final_hyper_parameter_tuning_job_objective_metric,
  :objective_status)
  SENSITIVE = []
  include Aws::Structure
end

#tuning_job_name ⇒ String

The HyperParameter tuning job that launched the training job.

Returns:

  • (String) 


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# File 'lib/aws-sdk-sagemaker/types.rb', line 20365

class HyperParameterTrainingJobSummary < Struct.new(
  :training_job_definition_name,
  :training_job_name,
  :training_job_arn,
  :tuning_job_name,
  :creation_time,
  :training_start_time,
  :training_end_time,
  :training_job_status,
  :tuned_hyper_parameters,
  :failure_reason,
  :final_hyper_parameter_tuning_job_objective_metric,
  :objective_status)
  SENSITIVE = []
  include Aws::Structure
end