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Register MultiDataModel in Model Registry


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?

1 Answers

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

answered 20 days ago

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