Class: Aws::SageMaker::Types::AutoMLCandidate
- Inherits:
-
Struct
- Object
- Struct
- Aws::SageMaker::Types::AutoMLCandidate
- 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.
Constant Summary collapse
- SENSITIVE =
[]
Instance Attribute Summary collapse
-
#candidate_name ⇒ String
The name of the candidate.
-
#candidate_properties ⇒ Types::CandidateProperties
The properties of an AutoML candidate job.
-
#candidate_status ⇒ String
The candidate's status.
-
#candidate_steps ⇒ Array<Types::AutoMLCandidateStep>
Information about the candidate's steps.
-
#creation_time ⇒ Time
The creation time.
-
#end_time ⇒ Time
The end time.
-
#failure_reason ⇒ String
The failure reason.
-
#final_auto_ml_job_objective_metric ⇒ Types::FinalAutoMLJobObjectiveMetric
The best candidate result from an AutoML training job.
-
#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.
-
#inference_containers ⇒ Array<Types::AutoMLContainerDefinition>
Information about the recommended inference container definitions.
-
#last_modified_time ⇒ Time
The last modified time.
-
#objective_status ⇒ String
The objective's status.
Instance Attribute Details
#candidate_name ⇒ String
The name of the candidate.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 1813 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.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 1813 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.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 1813 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.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 1813 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.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 1813 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.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 1813 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.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 1813 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.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 1813 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.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 1813 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.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 1813 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.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 1813 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.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 1813 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 |