Learn how to use the latest version of a Docker image for Azure Machine Learning environment configuration using the Azure Machine Learning SDK v2.
Table of Contents
Question
You manage an Azure Machine Learning workspace. You have an environment for training jobs which uses an existing Docker image.
A new version of the Docker image is available.
You need to use the latest version of the Docker image for the environment configuration by using the Azure Machine Learning SDK v2.
What should you do?
A. Modify the conda_file to specify the new version of the Docker image.
B. Use the Environment class to create a new version of the environment.
C. Use the create_or_update method to change the tag of the image.
D. Change the description parameter of the environment configuration.
Answer
B. Use the Environment class to create a new version of the environment.
Explanation
To use the latest version of a Docker image for an environment configuration in Azure Machine Learning using the SDK v2, you should B. Use the Environment class to create a new version of the environment. This allows you to specify the new Docker image version within the environment definition.
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