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Add to ONNXInferenceModel human-readable model description #368

@zaleslaw

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@zaleslaw

The existing toString method just prints some underlying information from the ONNX Java API.

We need to unify the input/output information with the TF module and also add info from modelHub if possible and about the specific type

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