class Aws::SageMaker::Types::TrialComponent
The properties of a trial component as returned by the Search API.
@!attribute [rw] trial_component_name
The name of the trial component. @return [String]
@!attribute [rw] display_name
The name of the component as displayed. If `DisplayName` isn't specified, `TrialComponentName` is displayed. @return [String]
@!attribute [rw] trial_component_arn
The Amazon Resource Name (ARN) of the trial component. @return [String]
@!attribute [rw] source
The Amazon Resource Name (ARN) and job type of the source of the component. @return [Types::TrialComponentSource]
@!attribute [rw] status
The status of the trial component. @return [Types::TrialComponentStatus]
@!attribute [rw] start_time
When the component started. @return [Time]
@!attribute [rw] end_time
When the component ended. @return [Time]
@!attribute [rw] creation_time
When the component was created. @return [Time]
@!attribute [rw] created_by
Information about the user who created or modified an experiment, trial, or trial component. @return [Types::UserContext]
@!attribute [rw] last_modified_time
When the component was last modified. @return [Time]
@!attribute [rw] last_modified_by
Information about the user who created or modified an experiment, trial, or trial component. @return [Types::UserContext]
@!attribute [rw] parameters
The hyperparameters of the component. @return [Hash<String,Types::TrialComponentParameterValue>]
@!attribute [rw] input_artifacts
The input artifacts of the component. @return [Hash<String,Types::TrialComponentArtifact>]
@!attribute [rw] output_artifacts
The output artifacts of the component. @return [Hash<String,Types::TrialComponentArtifact>]
@!attribute [rw] metrics
The metrics for the component. @return [Array<Types::TrialComponentMetricSummary>]
@!attribute [rw] metadata_properties
Metadata properties of the tracking entity, trial, or trial component. @return [Types::MetadataProperties]
@!attribute [rw] source_detail
Details of the source of the component. @return [Types::TrialComponentSourceDetail]
@!attribute [rw] tags
The list of tags that are associated with the component. You can use Search API to search on the tags. @return [Array<Types::Tag>]
@!attribute [rw] parents
An array of the parents of the component. A parent is a trial the component is associated with and the experiment the trial is part of. A component might not have any parents. @return [Array<Types::Parent>]
@see docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/TrialComponent AWS API Documentation
Constants
- SENSITIVE