Just to warm this up a bit. While graph input debug names can change, PyTorch 
does keep the stem stable. This is used e.g. for `script_module.code` and to 
give an error for missing inputs (try `script_module()`).

https://github.com/pytorch/pytorch/blob/master/torch/csrc/jit/ir/ir.cpp#L735





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