Class: Aws::SageMaker::Types::AutoMLCandidate
- Inherits:
-
Struct
- Object
- Struct
- Aws::SageMaker::Types::AutoMLCandidate
- Includes:
- Aws::Structure
- Defined in:
- 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.
1891 1892 1893 1894 1895 1896 1897 1898 1899 1900 1901 1902 1903 1904 1905 1906 |
# File 'lib/aws-sdk-sagemaker/types.rb', line 1891 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.
1891 1892 1893 1894 1895 1896 1897 1898 1899 1900 1901 1902 1903 1904 1905 1906 |
# File 'lib/aws-sdk-sagemaker/types.rb', line 1891 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.
1891 1892 1893 1894 1895 1896 1897 1898 1899 1900 1901 1902 1903 1904 1905 1906 |
# File 'lib/aws-sdk-sagemaker/types.rb', line 1891 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.
1891 1892 1893 1894 1895 1896 1897 1898 1899 1900 1901 1902 1903 1904 1905 1906 |
# File 'lib/aws-sdk-sagemaker/types.rb', line 1891 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.
1891 1892 1893 1894 1895 1896 1897 1898 1899 1900 1901 1902 1903 1904 1905 1906 |
# File 'lib/aws-sdk-sagemaker/types.rb', line 1891 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.
1891 1892 1893 1894 1895 1896 1897 1898 1899 1900 1901 1902 1903 1904 1905 1906 |
# File 'lib/aws-sdk-sagemaker/types.rb', line 1891 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.
1891 1892 1893 1894 1895 1896 1897 1898 1899 1900 1901 1902 1903 1904 1905 1906 |
# File 'lib/aws-sdk-sagemaker/types.rb', line 1891 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.
1891 1892 1893 1894 1895 1896 1897 1898 1899 1900 1901 1902 1903 1904 1905 1906 |
# File 'lib/aws-sdk-sagemaker/types.rb', line 1891 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.
1891 1892 1893 1894 1895 1896 1897 1898 1899 1900 1901 1902 1903 1904 1905 1906 |
# File 'lib/aws-sdk-sagemaker/types.rb', line 1891 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.
1891 1892 1893 1894 1895 1896 1897 1898 1899 1900 1901 1902 1903 1904 1905 1906 |
# File 'lib/aws-sdk-sagemaker/types.rb', line 1891 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.
1891 1892 1893 1894 1895 1896 1897 1898 1899 1900 1901 1902 1903 1904 1905 1906 |
# File 'lib/aws-sdk-sagemaker/types.rb', line 1891 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.
1891 1892 1893 1894 1895 1896 1897 1898 1899 1900 1901 1902 1903 1904 1905 1906 |
# File 'lib/aws-sdk-sagemaker/types.rb', line 1891 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 |