amlcompute Module

Manages an Azure Machine Learning compute in Azure Machine Learning.

An Azure Machine Learning Compute (AmlCompute) is a managed-compute infrastructure that allows you to easily create a single or multi-node compute. The compute is created within your workspace region as a resource that can be shared with other users. 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.

Represents detailed node count information for an AmlCompute object.

Use the get_status method of the AmlCompute to view node counts.

Initialize a AmlComputeNodeStateCounts object.

Represents configuration parameters for provisioning AmlCompute targets.

Use the provisioning_configuration method of the AmlCompute class to specify configuration parameters.

Create a configuration object for provisioning a AmlCompute target.

Represents detailed status information about an AmlCompute target.

Use the get_status method of the AmlCompute class to return status information.

Initialize a AmlComputeStatus object.

Represents scale settings for an AmlCompute target.

Use the AmlCompute class provisioning_configuration method to specify scale settings, the update method to update them, and the get_status method to view them.

Initialize the ScaleSettings object.