Add expected dimensions for default network recipes
It would be helpful if the default network recipes somehow gave an example of input dimensions that could be used. This could be included as a field in the recipe dictionary.
Even better, the *Interface classes could include a method that checks if a given input shape is compatible with a set of network hyperparameters.
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