FormTrainingClient.StartTraining Method

Definition

Namespace:

Azure.AI.FormRecognizer.Training

Assembly:

Azure.AI.FormRecognizer.dll

Package:

Azure.AI.FormRecognizer v4.1.0

Source:

FormTrainingClient.cs

Trains a model from a collection of custom forms in an Azure Blob Storage container.

public virtual Azure.AI.FormRecognizer.Training.TrainingOperation StartTraining (Uri trainingFilesUri, bool useTrainingLabels, string modelName = default, Azure.AI.FormRecognizer.Training.TrainingOptions trainingOptions = default, System.Threading.CancellationToken cancellationToken = default);

abstract member StartTraining : Uri * bool * string * Azure.AI.FormRecognizer.Training.TrainingOptions * System.Threading.CancellationToken -> Azure.AI.FormRecognizer.Training.TrainingOperation
override this.StartTraining : Uri * bool * string * Azure.AI.FormRecognizer.Training.TrainingOptions * System.Threading.CancellationToken -> Azure.AI.FormRecognizer.Training.TrainingOperation

Public Overridable Function StartTraining (trainingFilesUri As Uri, useTrainingLabels As Boolean, Optional modelName As String = Nothing, Optional trainingOptions As TrainingOptions = Nothing, Optional cancellationToken As CancellationToken = Nothing) As TrainingOperation

Parameters

trainingFilesUri

Uri

An externally accessible Azure Blob Storage container URI pointing to the container that has your training files. Note that a container URI without SAS is accepted only when the container is public or has a managed identity configured. For more information on setting up a training data set, see this article.

useTrainingLabels

Boolean

If true, corresponding labeled files must exist in the blob container. If false, the model will be trained from forms only.

modelName

String

An optional, user-defined name to associate with the model. This property is only available for V2_1 and newer.

trainingOptions

TrainingOptions

A set of options available for configuring the training request. For example, set a filter to apply to the documents in the source path for training.

cancellationToken

CancellationToken

A CancellationToken controlling the request lifetime.

Returns

TrainingOperation

A TrainingOperation to wait on this long-running operation. Its Value upon successful completion will contain meta-data about the trained model.

Even if training fails, a model is created in the Form Recognizer account with an "invalid" status. A RequestFailedException will be raised containing the modelId to access this invalid model.