Class: Aws::SageMaker::Types::CreateTrialComponentRequest
- Inherits:
-
Struct
- Object
- Struct
- Aws::SageMaker::Types::CreateTrialComponentRequest
- Includes:
- Aws::Structure
- Defined in:
- lib/aws-sdk-sagemaker/types.rb
Overview
Constant Summary collapse
- SENSITIVE =
[]
Instance Attribute Summary collapse
-
#display_name ⇒ String
The name of the component as displayed.
-
#end_time ⇒ Time
When the component ended.
-
#input_artifacts ⇒ Hash<String,Types::TrialComponentArtifact>
The input artifacts for the component.
-
#metadata_properties ⇒ Types::MetadataProperties
Metadata properties of the tracking entity, trial, or trial component.
-
#output_artifacts ⇒ Hash<String,Types::TrialComponentArtifact>
The output artifacts for the component.
-
#parameters ⇒ Hash<String,Types::TrialComponentParameterValue>
The hyperparameters for the component.
-
#start_time ⇒ Time
When the component started.
-
#status ⇒ Types::TrialComponentStatus
The status of the component.
-
#tags ⇒ Array<Types::Tag>
A list of tags to associate with the component.
-
#trial_component_name ⇒ String
The name of the component.
Instance Attribute Details
#display_name ⇒ String
The name of the component as displayed. The name doesn’t need to be unique. If ‘DisplayName` isn’t specified, ‘TrialComponentName` is displayed.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 9323 class CreateTrialComponentRequest < Struct.new( :trial_component_name, :display_name, :status, :start_time, :end_time, :parameters, :input_artifacts, :output_artifacts, :metadata_properties, :tags) SENSITIVE = [] include Aws::Structure end |
#end_time ⇒ Time
When the component ended.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 9323 class CreateTrialComponentRequest < Struct.new( :trial_component_name, :display_name, :status, :start_time, :end_time, :parameters, :input_artifacts, :output_artifacts, :metadata_properties, :tags) SENSITIVE = [] include Aws::Structure end |
#input_artifacts ⇒ Hash<String,Types::TrialComponentArtifact>
The input artifacts for the component. Examples of input artifacts are datasets, algorithms, hyperparameters, source code, and instance types.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 9323 class CreateTrialComponentRequest < Struct.new( :trial_component_name, :display_name, :status, :start_time, :end_time, :parameters, :input_artifacts, :output_artifacts, :metadata_properties, :tags) SENSITIVE = [] include Aws::Structure end |
#metadata_properties ⇒ Types::MetadataProperties
Metadata properties of the tracking entity, trial, or trial component.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 9323 class CreateTrialComponentRequest < Struct.new( :trial_component_name, :display_name, :status, :start_time, :end_time, :parameters, :input_artifacts, :output_artifacts, :metadata_properties, :tags) SENSITIVE = [] include Aws::Structure end |
#output_artifacts ⇒ Hash<String,Types::TrialComponentArtifact>
The output artifacts for the component. Examples of output artifacts are metrics, snapshots, logs, and images.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 9323 class CreateTrialComponentRequest < Struct.new( :trial_component_name, :display_name, :status, :start_time, :end_time, :parameters, :input_artifacts, :output_artifacts, :metadata_properties, :tags) SENSITIVE = [] include Aws::Structure end |
#parameters ⇒ Hash<String,Types::TrialComponentParameterValue>
The hyperparameters for the component.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 9323 class CreateTrialComponentRequest < Struct.new( :trial_component_name, :display_name, :status, :start_time, :end_time, :parameters, :input_artifacts, :output_artifacts, :metadata_properties, :tags) SENSITIVE = [] include Aws::Structure end |
#start_time ⇒ Time
When the component started.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 9323 class CreateTrialComponentRequest < Struct.new( :trial_component_name, :display_name, :status, :start_time, :end_time, :parameters, :input_artifacts, :output_artifacts, :metadata_properties, :tags) SENSITIVE = [] include Aws::Structure end |
#status ⇒ Types::TrialComponentStatus
The status of the component. States include:
-
InProgress
-
Completed
-
Failed
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# File 'lib/aws-sdk-sagemaker/types.rb', line 9323 class CreateTrialComponentRequest < Struct.new( :trial_component_name, :display_name, :status, :start_time, :end_time, :parameters, :input_artifacts, :output_artifacts, :metadata_properties, :tags) SENSITIVE = [] include Aws::Structure end |
#tags ⇒ Array<Types::Tag>
A list of tags to associate with the component. You can use
- Search][1
-
API to search on the tags.
[1]: docs.aws.amazon.com/sagemaker/latest/APIReference/API_Search.html
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# File 'lib/aws-sdk-sagemaker/types.rb', line 9323 class CreateTrialComponentRequest < Struct.new( :trial_component_name, :display_name, :status, :start_time, :end_time, :parameters, :input_artifacts, :output_artifacts, :metadata_properties, :tags) SENSITIVE = [] include Aws::Structure end |
#trial_component_name ⇒ String
The name of the component. The name must be unique in your Amazon Web Services account and is not case-sensitive.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 9323 class CreateTrialComponentRequest < Struct.new( :trial_component_name, :display_name, :status, :start_time, :end_time, :parameters, :input_artifacts, :output_artifacts, :metadata_properties, :tags) SENSITIVE = [] include Aws::Structure end |