I am not aware of any argument for that. Even if the output is a derivative work (which is very doubtful) that would make it a breach of copyright to distribute it under another license, not automatically apply the GPL.

If the output is a derivative work of the input then you would be in breach of copyright if the training data is GPL, MIT, proprietary - anything other than public domain or equivalent.