Can I export Keras model in azure machine learning sql edge?

Hello @Dan Ishutin

Thanks for reaching out to us. I think you are mentioning Azure SQL edge Machine Learning - https://learn.microsoft.com/en-us/azure/azure-sql-edge/onnx-overview

As the document second part, you can do it since you can convert your model as Keras framework, scikit-learn framework to ONNX to export -

To obtain a model in the ONNX format:

• Model Building Services: Services such as the automated Machine Learning feature in Azure Machine Learning and Azure Custom Vision Service support directly exporting the trained model in the ONNX format.
• Convert and/or export existing models: Several training frameworks (for example, PyTorch, Chainer, and Caffe2) support native export functionality to ONNX, which allows you to save your trained model to a specific version of the ONNX format. For frameworks that do not support native export, there are standalone ONNX Converter installable packages that enable you to convert models trained from different machine learning frameworks to the ONNX format.

Supported frameworks

• PyTorch
• Tensorflow
• Keras
• Scikit-learn
• CoreML

For the full list of supported frameworks and examples, see Converting to ONNX format.

Please follow the guidance and have a try, please let me know if you have more questions. Also, Azure Machine Learning Service is a good way for ML models developing.

Regards,

Yutong

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