How to create deploy a Deep learning model as Function app

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RajamannarAK-6287 asked Dec 3, '21 GiftA-MSFT answered Dec 7, '21

How to create deploy a Deep learning model as Function app

I have a DL model which sizes around 3.5 gigs and I'm creating a HTTP trigger to hit the model, all works fine when I test it in my local machine. When I start deploying the model as Function App into Azure, deployment breaks midway.

Also how can I link a gpu compute to the function app for the model to run.

azure-functions azure-machine-learning

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Answer 1 · 2021-12-07T00:47:52.4Z

GiftA-MSFT answered Dec 7, '21

Hi, here's documentation on how to Deploy ML model to Azure Functions. Currently, GPU is not supported, however, you can deploy to a Kubernetes cluster using GPU. Perhaps you can share the error message?

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