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Creates an Autopilot job also referred to as Autopilot experiment or AutoML job V2.
CreateAutoMLJobV2
and DescribeAutoMLJobV2
are new versions of CreateAutoMLJob
and DescribeAutoMLJob
which offer backward compatibility.
Find guidelines about how to migrate a CreateAutoMLJobV2 can manage tabular problem types identical to those of its
previous version CreateAutoMLJob, as well as time-series forecasting, non-tabular
problem types such as image or text classification, and text generation (LLMs fine-tuning).
CreateAutoMLJob to CreateAutoMLJobV2
in Migrate
a CreateAutoMLJob to CreateAutoMLJobV2.
For the list of available problem types supported by CreateAutoMLJobV2, see
AutoMLProblemTypeConfig.
You can find the best-performing model after you run an AutoML job V2 by calling DescribeAutoMLJobV2.
This is an asynchronous operation using the standard naming convention for .NET 4.5 or higher. For .NET 3.5 the operation is implemented as a pair of methods using the standard naming convention of BeginCreateAutoMLJobV2 and EndCreateAutoMLJobV2.
Namespace: Amazon.SageMaker
Assembly: AWSSDK.SageMaker.dll
Version: 3.x.y.z
public virtual Task<CreateAutoMLJobV2Response> CreateAutoMLJobV2Async( CreateAutoMLJobV2Request request, CancellationToken cancellationToken )
Container for the necessary parameters to execute the CreateAutoMLJobV2 service method.
A cancellation token that can be used by other objects or threads to receive notice of cancellation.
| Exception | Condition |
|---|---|
| ResourceInUseException | Resource being accessed is in use. |
| ResourceLimitExceededException | You have exceeded an SageMaker resource limit. For example, you might have too many training jobs created. |
.NET Core App:
Supported in: 3.1
.NET Standard:
Supported in: 2.0
.NET Framework:
Supported in: 4.5