TrialComponent
The properties of a trial component as returned by the Search API.
Contents
- CreatedBy
-
Who created the 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
DisplayNameisn't specified,TrialComponentNameis 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 60 items.
Key Length Constraints: Maximum length of 128.
Key Pattern:
.*Required: No
- LastModifiedBy
-
Information about the user who created or modified an experiment, trial, trial component, lineage group, project, or model card.
Type: UserContext object
Required: No
- LastModifiedTime
-
When the component was last modified.
Type: Timestamp
Required: No
- LineageGroupArn
-
The Amazon Resource Name (ARN) of the lineage group resource.
Type: String
Length Constraints: Maximum length of 256.
Pattern:
arn:aws[a-z\-]*:sagemaker:[a-z0-9\-]*:[0-9]{12}:lineage-group/.*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 60 items.
Key Length Constraints: Maximum length of 128.
Key Pattern:
.*Required: No
- Parameters
-
The hyperparameters of the component.
Type: String to TrialComponentParameterValue object map
Map Entries: Maximum number of 300 items.
Key Length Constraints: Maximum length of 320.
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
- RunName
-
The name of the experiment run.
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
- 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:
