TrialComponent - Amazon SageMaker Service

TrialComponent

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

Contents

CreatedBy

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

Type: UserContext object

Required: No

CreationTime

When the component was created.

Type: Timestamp

Required: No

DisplayName

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

Type: String

Length Constraints: Minimum length of 1. Maximum length of 120.

Pattern: ^[a-zA-Z0-9](-*[a-zA-Z0-9]){0,119}

Required: No

EndTime

When the component ended.

Type: Timestamp

Required: No

InputArtifacts

The input artifacts of the component.

Type: String to TrialComponentArtifact object map

Map Entries: Maximum number of 30 items.

Key Length Constraints: Maximum length of 64.

Key Pattern: .*

Required: No

LastModifiedBy

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

Type: UserContext object

Required: No

LastModifiedTime

When the component was last modified.

Type: Timestamp

Required: No

MetadataProperties

Metadata properties of the tracking entity, trial, or trial component.

Type: MetadataProperties object

Required: No

Metrics

The metrics for the component.

Type: Array of TrialComponentMetricSummary objects

Required: No

OutputArtifacts

The output artifacts of the component.

Type: String to TrialComponentArtifact object map

Map Entries: Maximum number of 30 items.

Key Length Constraints: Maximum length of 64.

Key Pattern: .*

Required: No

Parameters

The hyperparameters of the component.

Type: String to TrialComponentParameterValue object map

Map Entries: Maximum number of 150 items.

Key Length Constraints: Maximum length of 256.

Key Pattern: .*

Required: No

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.

Type: Array of Parent objects

Required: No

Source

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

Type: TrialComponentSource object

Required: No

SourceDetail

Details of the source of the component.

Type: TrialComponentSourceDetail object

Required: No

StartTime

When the component started.

Type: Timestamp

Required: No

Status

The status of the trial component.

Type: TrialComponentStatus object

Required: No

Tags

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

Type: Array of Tag objects

Array Members: Minimum number of 0 items. Maximum number of 50 items.

Required: No

TrialComponentArn

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

Type: String

Length Constraints: Maximum length of 256.

Pattern: arn:aws[a-z\-]*:sagemaker:[a-z0-9\-]*:[0-9]{12}:experiment-trial-component/.*

Required: No

TrialComponentName

The name of the trial component.

Type: String

Length Constraints: Minimum length of 1. Maximum length of 120.

Pattern: ^[a-zA-Z0-9](-*[a-zA-Z0-9]){0,119}

Required: No

See Also

For more information about using this API in one of the language-specific AWS SDKs, see the following: