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Lines from 184 to 186 are my source code. And I have replace grad_fn to creator as grad_fn throws error out.
Paste my error info below.
Traceback (most recent call last):
File "./network.py", line 56, in <module>
print(loss.creator.next_functions[0][0])
AttributeError: 'MSELoss' object has no attribute 'next_functions'