Deploy inference pipeline with Cross Validate Model component

Frank Fazekas 1 Reputation point
2022-05-19T16:52:27.437+00:00

In Azure ML Studio I have created a pipeline that uses the Cross Validate Model component. According to the reference docs:
(https://learn.microsoft.com/en-us/azure/machine-learning/component-reference/cross-validate-model#how-to-use-cross-validate-model)
this component trains the model multiple times. Now that I have run the pipeline successfully, I'd like to create an inference pipeline. Unfortunately, regardless of the type of inference pipeline I choose ("real time" or "batch") I receive the following message and I don't understand WHY as I have trained the model using the cross validate model component. I am new so if I'm missing something "intuitively obvious" I accept that...just need to move my project forward. Thanks in advance for your help!

203788-image.png

Below is my full pipeline:
203787-image.png

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
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  1. Ramr-msft 17,611 Reputation points
    2022-05-22T15:57:15.453+00:00

    @Frank Fazekas Thanks for the question. Please share details of your experiment and issue from the ml.azure.com portal for a service engineer to lookup the issue from the back-end? This option is available from the top right hand corner of the portal by clicking the smiley face, Please select the option Microsoft can email you about the feedback along with a screen shot so our service team can lookup and advise through email.

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