Container for the parameters to the CreateTrialComponent operation. Creates a trial component, which is a stage of a machine learning trial. A trial is composed of one or more trial components. A trial component can be used in multiple trials.
Trial components include pre-processing jobs, training jobs, and batch transform jobs.
When you use SageMaker Studio or the SageMaker Python SDK, all experiments, trials, and trial components are automatically tracked, logged, and indexed. When you use the Amazon Web Services SDK for Python (Boto), you must use the logging APIs provided by the SDK.
You can add tags to a trial component and then use the Search API to search for the tags.
Inheritance Hierarchy
Amazon.Runtime.AmazonWebServiceRequest
Amazon.SageMaker.AmazonSageMakerRequest
Amazon.SageMaker.Model.CreateTrialComponentRequest
Namespace: Amazon.SageMaker.Model
Assembly: AWSSDK.SageMaker.dll
Version: 3.x.y.z
Syntax
public class CreateTrialComponentRequest : AmazonSageMakerRequest IAmazonWebServiceRequest
The CreateTrialComponentRequest type exposes the following members
Constructors
| Name | Description | |
|---|---|---|
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CreateTrialComponentRequest() |
Properties
| Name | Type | Description | |
|---|---|---|---|
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DisplayName | System.String |
Gets and sets the property DisplayName.
The name of the component as displayed. The name doesn't need to be unique. If |
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EndTime | System.DateTime |
Gets and sets the property EndTime. When the component ended. |
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InputArtifacts | System.Collections.Generic.Dictionary<System.String, Amazon.SageMaker.Model.TrialComponentArtifact> |
Gets and sets the property InputArtifacts. The input artifacts for the component. Examples of input artifacts are datasets, algorithms, hyperparameters, source code, and instance types. |
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MetadataProperties | Amazon.SageMaker.Model.MetadataProperties |
Gets and sets the property MetadataProperties. |
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OutputArtifacts | System.Collections.Generic.Dictionary<System.String, Amazon.SageMaker.Model.TrialComponentArtifact> |
Gets and sets the property OutputArtifacts. The output artifacts for the component. Examples of output artifacts are metrics, snapshots, logs, and images. |
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Parameters | System.Collections.Generic.Dictionary<System.String, Amazon.SageMaker.Model.TrialComponentParameterValue> |
Gets and sets the property Parameters. The hyperparameters for the component. |
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StartTime | System.DateTime |
Gets and sets the property StartTime. When the component started. |
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Status | Amazon.SageMaker.Model.TrialComponentStatus |
Gets and sets the property Status. The status of the component. States include:
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Tags | System.Collections.Generic.List<Amazon.SageMaker.Model.Tag> |
Gets and sets the property Tags. A list of tags to associate with the component. You can use Search API to search on the tags. |
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TrialComponentName | System.String |
Gets and sets the property TrialComponentName. The name of the component. The name must be unique in your Amazon Web Services account and is not case-sensitive. |
Version Information
.NET:
Supported in: 8.0 and newer, Core 3.1
.NET Standard:
Supported in: 2.0
.NET Framework:
Supported in: 4.5 and newer, 3.5