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[Feature Request] Auto conversion of training input script #520

@amcadmus

Description

@amcadmus

Summary

On the devel branch, the validation dataset is introduced, correspondingly the input script is changed. An auto conversion from the old input to the new input script is needed, so that the code is compatible with old-styled input script.

Detailed Description

An example of the old-style input script is

"training" : {
    "systems" : ["foo"],
    "batch_size" : "auto"
}

A example of the new input script is

"training": {
    "training_data": {
         "systems" : ["foo"],
         "batch_size" : "auto"
    },
    "validation_data": {
         "systems" : ["bar"],
         "batch_size" : 2
    },
}

The old script could be coveted to the new style to place the "systems" and "batch_size" to the "training_data", and leave the "validation_data" unset.

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