computeinstance Module

Manages a cloud-based, optimized ML development environment in Azure Machine Learning.

An Azure Machine Learning compute instance is a fully-configured and managed development environment in the cloud that is optimized for machine learning development workflows. ComputeInstance is typically used to create a development environment or as a compute target for training and inference for development and testing. With a ComputeInstance you can author, train, and deploy models in a fully integrated notebook experience in your workspace. For more information, see What is an Azure Machine Learning compute instance?.

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 configuration parameters for provisioning ComputeInstance targets.

Use the provisioning_configuration method of the ComputeInstance class to create a ComputeInstanceProvisioningConfiguration object.

Create a configuration object for provisioning a ComputeInstance target.

Represents detailed status information about a ComputeInstance object.

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

Initialize a ComputeInstanceStatus object.