How to create and manage compute instance in azure?
Learn how to create and manage a compute instance in your Azure Machine Learning workspace. Use a compute instance as your fully configured and managed development environment in the cloud. For development and testing, you can also use the instance as a training compute target or for an inference target.
Can a VM be attached to Azure Machine Learning?
Azure Machine Learning also supports attaching an Azure Virtual Machine. The VM must be an Azure Data Science Virtual Machine (DSVM). The VM offers a curated choice of tools and frameworks for full-lifecycle machine learning development.
How to attach compute targets in Azure Machine Learning?
[!TIP] Instead of a remote VM, we recommend using the Azure Machine Learning compute instance. It is a fully managed, cloud-based compute solution that is specific to Azure Machine Learning. For more information, see create and manage Azure Machine Learning compute instance. Create: Azure Machine Learning cannot create a remote VM for you.
How to purchase Azure reserved virtual machine instances?
Select and purchase Azure Reserved VM Instances in three easy steps—specify your Azure region, virtual machine type, and term (one year or three years)—that’s it. While Azure Reserved VM Instances require making upfront commitments on compute capacity, they also provide flexibility should your business needs change.
How long does it take to create a compute instance?
Time estimate: Approximately 5 minutes. Creating a compute instance is a one time process for your workspace. You can reuse the compute as a development workstation or as a compute target for training. You can have multiple compute instances attached to your workspace.
What happens when you stop a compute instance?
Stopping the compute instance does not release quota to ensure you will be able to restart the compute instance. Note it is not possible to change the virtual machine size of compute instance once it is created.
Can a compute instance be shared with other users?
A compute instance can run multiple jobs in parallel and has a job queue. As a development environment, a compute instance cannot be shared with other users in your workspace. In this article, you learn how to: