Azure ML deployment fails

Rajamannar A K 86 Reputation points
2022-02-13T19:21:58.307+00:00

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.

173839-model-deploy-error.png173855-error.png

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

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
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  1. Ramr-msft 17,616 Reputation points
    2022-02-14T13:00:22.453+00:00

    @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