Class: Aws::SageMaker::Types::AutoMLCandidate

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

Overview

Information about a candidate produced by an AutoML training job, including its status, steps, and other properties.

See Also:

Constant Summary collapse

SENSITIVE = 
[]

Instance Attribute Summary collapse

Instance Attribute Details

#candidate_name ⇒ String

The name of the candidate.

Returns:

  • (String) 


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 1913

class AutoMLCandidate < Struct.new(
  :candidate_name,
  :final_auto_ml_job_objective_metric,
  :objective_status,
  :candidate_steps,
  :candidate_status,
  :inference_containers,
  :creation_time,
  :end_time,
  :last_modified_time,
  :failure_reason,
  :candidate_properties,
  :inference_container_definitions)
  SENSITIVE = []
  include Aws::Structure
end

#candidate_properties ⇒ Types::CandidateProperties

The properties of an AutoML candidate job.

Returns:



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 1913

class AutoMLCandidate < Struct.new(
  :candidate_name,
  :final_auto_ml_job_objective_metric,
  :objective_status,
  :candidate_steps,
  :candidate_status,
  :inference_containers,
  :creation_time,
  :end_time,
  :last_modified_time,
  :failure_reason,
  :candidate_properties,
  :inference_container_definitions)
  SENSITIVE = []
  include Aws::Structure
end

#candidate_status ⇒ String

The candidate's status.

Returns:

  • (String) 


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 1913

class AutoMLCandidate < Struct.new(
  :candidate_name,
  :final_auto_ml_job_objective_metric,
  :objective_status,
  :candidate_steps,
  :candidate_status,
  :inference_containers,
  :creation_time,
  :end_time,
  :last_modified_time,
  :failure_reason,
  :candidate_properties,
  :inference_container_definitions)
  SENSITIVE = []
  include Aws::Structure
end

#candidate_steps ⇒ Array<Types::AutoMLCandidateStep>

Information about the candidate's steps.

Returns:



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 1913

class AutoMLCandidate < Struct.new(
  :candidate_name,
  :final_auto_ml_job_objective_metric,
  :objective_status,
  :candidate_steps,
  :candidate_status,
  :inference_containers,
  :creation_time,
  :end_time,
  :last_modified_time,
  :failure_reason,
  :candidate_properties,
  :inference_container_definitions)
  SENSITIVE = []
  include Aws::Structure
end

#creation_time ⇒ Time

The creation time.

Returns:

  • (Time) 


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 1913

class AutoMLCandidate < Struct.new(
  :candidate_name,
  :final_auto_ml_job_objective_metric,
  :objective_status,
  :candidate_steps,
  :candidate_status,
  :inference_containers,
  :creation_time,
  :end_time,
  :last_modified_time,
  :failure_reason,
  :candidate_properties,
  :inference_container_definitions)
  SENSITIVE = []
  include Aws::Structure
end

#end_time ⇒ Time

The end time.

Returns:

  • (Time) 


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 1913

class AutoMLCandidate < Struct.new(
  :candidate_name,
  :final_auto_ml_job_objective_metric,
  :objective_status,
  :candidate_steps,
  :candidate_status,
  :inference_containers,
  :creation_time,
  :end_time,
  :last_modified_time,
  :failure_reason,
  :candidate_properties,
  :inference_container_definitions)
  SENSITIVE = []
  include Aws::Structure
end

#failure_reason ⇒ String

The failure reason.

Returns:

  • (String) 


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 1913

class AutoMLCandidate < Struct.new(
  :candidate_name,
  :final_auto_ml_job_objective_metric,
  :objective_status,
  :candidate_steps,
  :candidate_status,
  :inference_containers,
  :creation_time,
  :end_time,
  :last_modified_time,
  :failure_reason,
  :candidate_properties,
  :inference_container_definitions)
  SENSITIVE = []
  include Aws::Structure
end

#final_auto_ml_job_objective_metric ⇒ Types::FinalAutoMLJobObjectiveMetric

The best candidate result from an AutoML training job.

Returns:



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 1913

class AutoMLCandidate < Struct.new(
  :candidate_name,
  :final_auto_ml_job_objective_metric,
  :objective_status,
  :candidate_steps,
  :candidate_status,
  :inference_containers,
  :creation_time,
  :end_time,
  :last_modified_time,
  :failure_reason,
  :candidate_properties,
  :inference_container_definitions)
  SENSITIVE = []
  include Aws::Structure
end

#inference_container_definitions ⇒ Hash<String,Array<Types::AutoMLContainerDefinition>>

The mapping of all supported processing unit (CPU, GPU, etc...) to inference container definitions for the candidate. This field is populated for the AutoML jobs V2 (for example, for jobs created by calling CreateAutoMLJobV2) related to image or text classification problem types only.

Returns:



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 1913

class AutoMLCandidate < Struct.new(
  :candidate_name,
  :final_auto_ml_job_objective_metric,
  :objective_status,
  :candidate_steps,
  :candidate_status,
  :inference_containers,
  :creation_time,
  :end_time,
  :last_modified_time,
  :failure_reason,
  :candidate_properties,
  :inference_container_definitions)
  SENSITIVE = []
  include Aws::Structure
end

#inference_containers ⇒ Array<Types::AutoMLContainerDefinition>

Information about the recommended inference container definitions.

Returns:



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 1913

class AutoMLCandidate < Struct.new(
  :candidate_name,
  :final_auto_ml_job_objective_metric,
  :objective_status,
  :candidate_steps,
  :candidate_status,
  :inference_containers,
  :creation_time,
  :end_time,
  :last_modified_time,
  :failure_reason,
  :candidate_properties,
  :inference_container_definitions)
  SENSITIVE = []
  include Aws::Structure
end

#last_modified_time ⇒ Time

The last modified time.

Returns:

  • (Time) 


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 1913

class AutoMLCandidate < Struct.new(
  :candidate_name,
  :final_auto_ml_job_objective_metric,
  :objective_status,
  :candidate_steps,
  :candidate_status,
  :inference_containers,
  :creation_time,
  :end_time,
  :last_modified_time,
  :failure_reason,
  :candidate_properties,
  :inference_container_definitions)
  SENSITIVE = []
  include Aws::Structure
end

#objective_status ⇒ String

The objective's status.

Returns:

  • (String) 


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 1913

class AutoMLCandidate < Struct.new(
  :candidate_name,
  :final_auto_ml_job_objective_metric,
  :objective_status,
  :candidate_steps,
  :candidate_status,
  :inference_containers,
  :creation_time,
  :end_time,
  :last_modified_time,
  :failure_reason,
  :candidate_properties,
  :inference_container_definitions)
  SENSITIVE = []
  include Aws::Structure
end