compute Module

Abstract parent class for all compute targets managed by Azure Machine Learning.

A compute target is a designated compute resource/environment where you run your training script or host your service deployment. This location may be your local machine or a cloud-based compute resource. For more information, see What are compute targets in Azure Machine Learning?

Class ComputeTarget constructor.

Retrieve a cloud representation of a Compute object associated with the provided workspace. Returns an instance of a child class corresponding to the specific type of the retrieved Compute object.

Abstract parent class for all ComputeTarget attach configuration objects.

This class defines the configuration parameters for attaching compute objects. Attach configuration varies by child compute object. Specify attach configuration with the attach_configuration method of child compute objects.

Initialize the AttachConfiguration object.

Abstract parent class for all ComputeTarget provisioning configuration objects.

This class defines the configuration parameters for provisioning compute objects. Provisioning configuration varies by child compute object. Specify provisioning configuration with the provisioning_configuration method of child compute objects that require provisioning.

Initialize the ProvisioningConfiguration object.

Abstract parent class for all ComputeTarget update configuration objects.

This class defines configuration parameters for updating compute objects. Update configuration varies by child compute object. Specify update configuration with the update method of child compute objects that support updating.

Initialize the UpdateConfiguration object.