Container for the parameters to the SearchTrainingPlanOfferings operation. Searches for available training plan offerings based on specified criteria.
-
Users search for available plan offerings based on their requirements (e.g., instance type, count, start time, duration).
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And then, they create a plan that best matches their needs using the ID of the plan offering they want to use.
For more information about how to reserve GPU capacity for your SageMaker training
jobs or SageMaker HyperPod clusters using Amazon SageMaker Training Plan , see
CreateTrainingPlan
.
Inheritance Hierarchy
Amazon.Runtime.AmazonWebServiceRequest
Amazon.SageMaker.AmazonSageMakerRequest
Amazon.SageMaker.Model.SearchTrainingPlanOfferingsRequest
Namespace: Amazon.SageMaker.Model
Assembly: AWSSDK.SageMaker.dll
Version: 3.x.y.z
Syntax
public class SearchTrainingPlanOfferingsRequest : AmazonSageMakerRequest IAmazonWebServiceRequest
The SearchTrainingPlanOfferingsRequest type exposes the following members
Constructors
| Name | Description | |
|---|---|---|
|
SearchTrainingPlanOfferingsRequest() |
Properties
| Name | Type | Description | |
|---|---|---|---|
|
|
DurationHours | System.Int64 |
Gets and sets the property DurationHours. The desired duration in hours for the training plan offerings. |
|
|
EndTimeBefore | System.DateTime |
Gets and sets the property EndTimeBefore. A filter to search for reserved capacity offerings with an end time before a specified date. |
|
|
InstanceCount | System.Int32 |
Gets and sets the property InstanceCount. The number of instances you want to reserve in the training plan offerings. This allows you to specify the quantity of compute resources needed for your SageMaker training jobs or SageMaker HyperPod clusters, helping you find reserved capacity offerings that match your requirements. |
|
|
InstanceType | Amazon.SageMaker.ReservedCapacityInstanceType |
Gets and sets the property InstanceType. The type of instance you want to search for in the available training plan offerings. This field allows you to filter the search results based on the specific compute resources you require for your SageMaker training jobs or SageMaker HyperPod clusters. When searching for training plan offerings, specifying the instance type helps you find Reserved Instances that match your computational needs. |
|
|
StartTimeAfter | System.DateTime |
Gets and sets the property StartTimeAfter. A filter to search for training plan offerings with a start time after a specified date. |
|
|
TargetResources | System.Collections.Generic.List<System.String> |
Gets and sets the property TargetResources. The target resources (e.g., SageMaker Training Jobs, SageMaker HyperPod) to search for in the offerings. Training plans are specific to their target resource.
|
|
|
UltraServerCount | System.Int32 |
Gets and sets the property UltraServerCount. The number of UltraServers to search for. |
|
|
UltraServerType | System.String |
Gets and sets the property UltraServerType. The type of UltraServer to search for, such as ml.u-p6e-gb200x72. |
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