Memoy Error during batch teste in Azure ML Studio

Mary 1 Reputation point
2021-06-29T11:28:51.983+00:00

Hello guys,

I am using Azure ML Studio to build a multiclassification model based on decision forest.
Now, I am trying to predict new samples using Excel batch test, however I am getting the error :"OutOfMemoryLimit","message":"The model consumed more memory than was appropriated for it. Maximum allowed memory for the model is 2560 MB. Please check your model for issues."

This message is appearing even without running with new data, only with sample data generated by the Azure itself.

How Can I fix that? I have a standard account.

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An Azure machine learning service for building and deploying models.
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  1. romungi-MSFT 45,961 Reputation points Microsoft Employee
    2021-06-30T08:18:31.263+00:00

    @Mary I think you are using the classic studio endpoint where the error is encountered. Unfortunately, this restriction cannot be increased due to limitation of classic services. Please see a similar thread with the same error message.

    I would recommend to try the Azure ML Designer and use required compute for inference on AKS which does not have any such limits.

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