Model path for a model folder that has json file and weights.

SHUBHAM JAIN 016 - 70271019016 1 Reputation point
2020-12-20T18:40:00.887+00:00

I am trying to create a score.py file for model deployment. In the folder where the model is present, there are two files present. One is the JSON model file another is a .h5 file which has weights of the model. how do I configure the file in this case in the init function of the score.py file?

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
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  1. romungi-MSFT 41,841 Reputation points Microsoft Employee
    2020-12-21T10:34:00.973+00:00

    @SHUBHAM JAIN 016 - 70271019016 For the above scenario you need to save the model as a single file HDF5 file and then register the model using model.register() to register the model with the workspace and load the model in the scoring script using load_model.