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

Inherits:
Struct
  • Object
show all
Defined in:
(unknown)

Overview

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

Returned by:

Instance Attribute Summary collapse

Instance Attribute Details

#created_byTypes::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_timeTime

When the component was created.

Returns:

  • (Time)

    When the component was created.

#display_nameString

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_timeTime

When the component ended.

Returns:

  • (Time)

    When the component ended.

#input_artifactsHash<String,Types::TrialComponentArtifact>

The input artifacts of the component.

Returns:

#last_modified_byTypes::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_timeTime

When the component was last modified.

Returns:

  • (Time)

    When the component was last modified.

#metricsArray<Types::TrialComponentMetricSummary>

The metrics for the component.

Returns:

#output_artifactsHash<String,Types::TrialComponentArtifact>

The output artifacts of the component.

Returns:

#parametersHash<String,Types::TrialComponentParameterValue>

The hyperparameters of the component.

Returns:

#parentsArray<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.

#sourceTypes::TrialComponentSource

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

Returns:

#source_detailTypes::TrialComponentSourceDetail

Details of the source of the component.

Returns:

#start_timeTime

When the component started.

Returns:

  • (Time)

    When the component started.

#statusTypes::TrialComponentStatus

The status of the trial component.

Returns:

#tagsArray<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_arnString

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

Returns:

  • (String)

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

#trial_component_nameString

The name of the trial component.

Returns:

  • (String)

    The name of the trial component.