Azure ML deployment fails

Question

I'm trying to deploy an ML model as a WebService using Azure ML Endpoints, but it fails. Below is the code and the error I get. I'm using azureml-core SDK for this.

I'm using this link as a reference for my deployment:
https://github.com/Azure/MachineLearningNotebooks/blob/master/how-to-use-azureml/deployment/deploy-multi-model/multi-model-register-and-deploy.ipynb

Answer 1

@Rajamannar A K Thanks for the question. Below is the document for common errors to Troubleshooting remote model deployment.

If you have problems when deploying a model to ACI or AKS, deploy it as a local web service. Using a local web service makes it easier to troubleshoot problems. To troubleshoot a deployment locally, see the local troubleshooting article.

https://learn.microsoft.com/en-us/azure/machine-learning/how-to-troubleshoot-deployment?tabs=azcli