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Bhaskar11-9991 avatar image
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Bhaskar11-9991 asked RubenHekster-2225 commented

Save trained model from AutoML/Designer as pickle file to disk - Azure ML

Hi,

I want to save trained machine learning model as pickle file(.pkl) to disk which is trained in AutoML/Designer.

Please let me know is there any way to do that?

Thanks

azure-machine-learningazure-machine-learning-studio-classicazure-machine-learning-inference
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ramr-msft avatar image
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ramr-msft answered RubenHekster-2225 commented

@Bhaskar11-9991 Thanks, Please follow this document: https://docs.microsoft.com/en-us/azure/machine-learning/how-to-deploy-model-designer. Basically you can register a trained model in Designer bring it out with SDK/CLI to deploy it.

Sharing a reference notebook from @Nicholas Moore: https://github.com/nfmoore/aml-designer-iot-edge/blob/main/00-containerize-designer-model.ipynb.

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Hi there, we have this same question - how to export the ilearner etc. files as a pickle (PKL) file from Designer? The AutoML option offers it, but the Designer mode doesn't.

We're not deploying to Azure, we actually need the PKL file.

Any ideas?

Cheers,

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Thanks

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learn2skills avatar image
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learn2skills answered Bhaskar11-9991 commented

Hi @Bhaskar11-9991

Refer the below URL it may helps you.
https://docs.microsoft.com/en-us/answers/questions/297882/how-to-use-a-model-trained-by-azure-automl.html


If the Answer is helpful, please click Accept Answer and up-vote, this can be beneficial to other community members.


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Hi @learn2skills,

Thank you for the reply. From the post you attached, I can see the pkl file as output in AutoML model for me, but not for the model trained in Designer. Please find the screenshot in the attachment.


85838-designer-no-model-file.jpg


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