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Specifies the training algorithm to use in a CreateTrainingJob request.
For more information about algorithms provided by SageMaker, see Algorithms. For information about using your own algorithms, see Using Your Own Algorithms with Amazon SageMaker.
Namespace: Amazon.SageMaker.Model
Assembly: AWSSDK.SageMaker.dll
Version: 3.x.y.z
public class AlgorithmSpecification
The AlgorithmSpecification type exposes the following members
Name | Description | |
---|---|---|
AlgorithmSpecification() |
Name | Type | Description | |
---|---|---|---|
AlgorithmName | System.String |
Gets and sets the property AlgorithmName. The name of the algorithm resource to use for the training job. This must be an algorithm resource that you created or subscribe to on Amazon Web Services Marketplace.
You must specify either the algorithm name to the
Note that the
If you specify values for both parameters, the training job might break; if you don't
specify any value for both parameters, the training job might raise a |
|
ContainerArguments | System.Collections.Generic.List<System.String> |
Gets and sets the property ContainerArguments. The arguments for a container used to run a training job. See How Amazon SageMaker Runs Your Training Image for additional information. |
|
ContainerEntrypoint | System.Collections.Generic.List<System.String> |
Gets and sets the property ContainerEntrypoint. The entrypoint script for a Docker container used to run a training job. This script takes precedence over the default train processing instructions. See How Amazon SageMaker Runs Your Training Image for more information. |
|
EnableSageMakerMetricsTimeSeries | System.Boolean |
Gets and sets the property EnableSageMakerMetricsTimeSeries.
To generate and save time-series metrics during training, set to
|
|
MetricDefinitions | System.Collections.Generic.List<Amazon.SageMaker.Model.MetricDefinition> |
Gets and sets the property MetricDefinitions. A list of metric definition objects. Each object specifies the metric name and regular expressions used to parse algorithm logs. SageMaker publishes each metric to Amazon CloudWatch. |
|
TrainingImage | System.String |
Gets and sets the property TrainingImage.
The registry path of the Docker image that contains the training algorithm. For information
about docker registry paths for SageMaker built-in algorithms, see Docker
Registry Paths and Example Code in the Amazon SageMaker developer guide.
SageMaker supports both
You must specify either the algorithm name to the
For more information, see the note in the |
|
TrainingImageConfig | Amazon.SageMaker.Model.TrainingImageConfig |
Gets and sets the property TrainingImageConfig. The configuration to use an image from a private Docker registry for a training job. |
|
TrainingInputMode | Amazon.SageMaker.TrainingInputMode |
Gets and sets the property TrainingInputMode. |
.NET Core App:
Supported in: 3.1
.NET Standard:
Supported in: 2.0
.NET Framework:
Supported in: 4.5, 4.0, 3.5