Create ML-model endpoint based on image in other container registry

Question

Create ML-model endpoint based on image in other container registry

Lindner, Jakob 1

Hey,
I want to deploy my ML-model in an Azure Container Instance, which is accessable over a REST-endpoint for inference. Important is, that I need to create the ACI with images, that are not in the automaticly created Azure Container Registry in my own subscription, but in a centrally organized one.
Is there a possibility to specify the ACR I want to use in the deployment?

Ramr-msft 17,836 Reputation points

2022-11-30T02:59:20.603+00:00

@Lindner, Jakob Thanks for the question. I have forwarded to the product team to confirm on the feasibility of specifying the ACR that you want to use.

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Ramr-msft 17,836 Reputation points

2022-11-30T02:59:20.603+00:00

@Lindner, Jakob Thanks for the question. I have forwarded to the product team to confirm on the feasibility of specifying the ACR that you want to use.

Answer 1

Ramr-msft 17,836

@Lindner, Jakob Thanks The endpoint has environment that specifies image, you can have base image from any registry for an environment. You can specify BYOC environment to use your own image.

Lindner, Jakob 1 Reputation point

2022-11-30T14:15:46.97+00:00

@Ramr-msft thanks for your answer! I am still not sure where to specify such BYOC environment in the deployment, so that it does not get registered in the workspace.
Ramr-msft 17,836 Reputation points

2022-11-30T15:25:54.98+00:00

@Lindner, Jakob Thanks for the details. You can use the
environment:
image: my.registry.com/my-image:tag
Lindner, Jakob 1 Reputation point

2022-12-01T12:11:23.65+00:00

@Ramr-msft Thanks for the information about how to reference an image, but where can I specify the image and the container registry with the username and password? Is there for example an ARM-Template or a YAML-file for DevOps?

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Create ML-model endpoint based on image in other container registry

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