Class: Aws::SageMaker::Types::TrialComponent

Inherits:

Struct

• Object
• Struct
• Aws::SageMaker::Types::TrialComponent

Defined in:

(unknown)

Overview

The properties of a trial component as returned by the Search API.

Returned by:

• SearchRecord#trial_component

See Also:

• AWS API Documentation

Instance Attribute Summary

• #created_by ⇒ Types::UserContext

  Information about the user who created or modified an experiment, trial, or trial component.

  .

• #creation_time ⇒ Time

  When the component was created.

• #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 of the component.

• #last_modified_by ⇒ Types::UserContext

  Information about the user who created or modified an experiment, trial, or trial component.

  .

• #last_modified_time ⇒ Time

  When the component was last modified.

• #metrics ⇒ Array<Types::TrialComponentMetricSummary>

  The metrics for the component.

• #output_artifacts ⇒ Hash<String,Types::TrialComponentArtifact>

  The output artifacts of the component.

• #parameters ⇒ Hash<String,Types::TrialComponentParameterValue>

  The hyperparameters of the component.

• #parents ⇒ Array<Types::Parent>

  An array of the parents of the component.

• #source ⇒ Types::TrialComponentSource

  The Amazon Resource Name (ARN) and job type of the source of the component.

• #source_detail ⇒ Types::TrialComponentSourceDetail

  Details of the source of the component.

• #start_time ⇒ Time

  When the component started.

• #status ⇒ Types::TrialComponentStatus

  The status of the trial component.

  .

• #tags ⇒ Array<Types::Tag>

  The list of tags that are associated with the component.

• #trial_component_arn ⇒ String

  The Amazon Resource Name (ARN) of the trial component.

• #trial_component_name ⇒ String

  The name of the trial component.

Instance Attribute Details

#created_by ⇒ Types::UserContext

Information about the user who created or modified an experiment, trial, or trial component.

Returns:

• (Types::UserContext) —

  Information about the user who created or modified an experiment, trial, or trial component.

  .

#creation_time ⇒ Time

When the component was created.

Returns:

• (Time) —

  When the component was created.

#display_name ⇒ String

The name of the component as displayed. If DisplayName isn\'t specified, TrialComponentName is displayed.

Returns:

• (String) —

  The name of the component as displayed.

#end_time ⇒ Time

When the component ended.

Returns:

• (Time) —

  When the component ended.

#input_artifacts ⇒ Hash<String,Types::TrialComponentArtifact>

The input artifacts of the component.

Returns:

• (Hash<String,Types::TrialComponentArtifact>) —

  The input artifacts of the component.

#last_modified_by ⇒ Types::UserContext

Information about the user who created or modified an experiment, trial, or trial component.

Returns:

• (Types::UserContext) —

  Information about the user who created or modified an experiment, trial, or trial component.

  .

#last_modified_time ⇒ Time

When the component was last modified.

Returns:

• (Time) —

  When the component was last modified.

#metrics ⇒ Array<Types::TrialComponentMetricSummary>

The metrics for the component.

Returns:

• (Array<Types::TrialComponentMetricSummary>) —

  The metrics for the component.

#output_artifacts ⇒ Hash<String,Types::TrialComponentArtifact>

The output artifacts of the component.

Returns:

• (Hash<String,Types::TrialComponentArtifact>) —

  The output artifacts of the component.

#parameters ⇒ Hash<String,Types::TrialComponentParameterValue>

The hyperparameters of the component.

Returns:

• (Hash<String,Types::TrialComponentParameterValue>) —

  The hyperparameters of the component.

#parents ⇒ Array<Types::Parent>

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.

Returns:

• (Array<Types::Parent>) —

  An array of the parents of the component.

#source ⇒ Types::TrialComponentSource

The Amazon Resource Name (ARN) and job type of the source of the component.

Returns:

• (Types::TrialComponentSource) —

  The Amazon Resource Name (ARN) and job type of the source of the component.

#source_detail ⇒ Types::TrialComponentSourceDetail

Details of the source of the component.

Returns:

• (Types::TrialComponentSourceDetail) —

  Details of the source of the component.

#start_time ⇒ Time

When the component started.

Returns:

• (Time) —

  When the component started.

#status ⇒ Types::TrialComponentStatus

The status of the trial component.

Returns:

• (Types::TrialComponentStatus) —

  The status of the trial component.

  .

#tags ⇒ Array<Types::Tag>

The list of tags that are associated with the component. You can use Search API to search on the tags.

Returns:

• (Array<Types::Tag>) —

  The list of tags that are associated with the component.

#trial_component_arn ⇒ String

The Amazon Resource Name (ARN) of the trial component.

Returns:

• (String) —

  The Amazon Resource Name (ARN) of the trial component.

#trial_component_name ⇒ String

The name of the trial component.

Returns:

• (String) —

  The name of the trial component.