Register MultiDataModel in Model Registry

Question

I am working with Pipelines and provided Sagemaker Project template for building, training and deploying models in Sagemaker Studio and I need to create Multi Model Endpoint. I tried to register MultiDataModel and deploy it as is, but I can not register MultiDataModel and the error is: 
```
AttributeError: 'MultiDataModel' object has no attribute 'vpc_config'.
```

I also tried to create pipeline model that contains SKlearn model for processing input data and MultiModelData, but I can not register the pipeline model and the error I got is: 
```
botocore.exceptions.ClientError: An error occurred (ValidationException) when calling the UpdatePipeline operation: Unable to parse pipeline definition. Unknown Argument member 'Mode'.
```

**Question:** Is there any possibility to work with MultiDataModel and multi model endpoint in Sagemake Projects Pipelines, because I will need that endpoint for production, or I will need to work with Notebook Instances If I want to use multi data endpoint?

Answer

Yes it would seem using notebook instances would be the easiest way to implement and register multimodeldata and multimodal end points

Register MultiDataModel in Model Registry

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