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

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

Overview

Specifies summary information about a training job.

Instance Attribute Summary collapse

Instance Attribute Details

#creation_timeTime

The date and time that the training job was created.

Returns:

  • (Time)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 6193

class HyperParameterTrainingJobSummary < Struct.new(
  :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)
  include Aws::Structure
end

#failure_reasonString

The reason that the training job failed.

Returns:

  • (String)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 6193

class HyperParameterTrainingJobSummary < Struct.new(
  :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)
  include Aws::Structure
end

#final_hyper_parameter_tuning_job_objective_metricTypes::FinalHyperParameterTuningJobObjectiveMetric

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



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 6193

class HyperParameterTrainingJobSummary < Struct.new(
  :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)
  include Aws::Structure
end

#objective_statusString

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 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 6193

class HyperParameterTrainingJobSummary < Struct.new(
  :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)
  include Aws::Structure
end

#training_end_timeTime

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 Amazon SageMaker detects a job failure.

Returns:

  • (Time)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 6193

class HyperParameterTrainingJobSummary < Struct.new(
  :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)
  include Aws::Structure
end

#training_job_arnString

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

Returns:

  • (String)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 6193

class HyperParameterTrainingJobSummary < Struct.new(
  :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)
  include Aws::Structure
end

#training_job_nameString

The name of the training job.

Returns:

  • (String)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 6193

class HyperParameterTrainingJobSummary < Struct.new(
  :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)
  include Aws::Structure
end

#training_job_statusString

The status of the training job.

Returns:

  • (String)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 6193

class HyperParameterTrainingJobSummary < Struct.new(
  :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)
  include Aws::Structure
end

#training_start_timeTime

The date and time that the training job started.

Returns:

  • (Time)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 6193

class HyperParameterTrainingJobSummary < Struct.new(
  :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)
  include Aws::Structure
end

#tuned_hyper_parametersHash<String,String>

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

Returns:

  • (Hash<String,String>)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 6193

class HyperParameterTrainingJobSummary < Struct.new(
  :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)
  include Aws::Structure
end

#tuning_job_nameString

The HyperParameter tuning job that launched the training job.

Returns:

  • (String)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 6193

class HyperParameterTrainingJobSummary < Struct.new(
  :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)
  include Aws::Structure
end