MLOps automation

Question

hello, I am trying to use GitHub action to do MLOps. But I can not set the right compute, Is there any place I can set the compute to use my cluster correctly?

Answer 1

@Kaichson

Thanks for reaching out to us, you need to update pipeline.yml with your compute cluster name

You'll use a pipeline.yml file to deploy your Azure Machine Learning pipeline. This is a machine learning pipeline and not a DevOps pipeline. You only need to make this update if you're using a name other than cpu-cluster for your computer cluster name.

1. In your cloned repository, go to azureml-examples/cli/jobs/pipelines/nyc-taxi/pipeline.yml.
2. Each time you see compute: azureml:cpu-cluster, update the value of cpu-cluster with your compute cluster name. For example, if your cluster is named my-cluster, your new value would be azureml:my-cluster. There are five updates.

More information please refer to the document - https://learn.microsoft.com/en-us/azure/machine-learning/how-to-github-actions-machine-learning?view=azureml-api-2&tabs=userlevel

Let me know if you have more questions.

Regards,

Yutong

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