RuntimeError: Trying to backward through the graph a second time, but the buffers have already been freed. Specify retain_graph=True when calling backward the first time

[albanD]

This is an edge case, since the only op you do is an add and the add does not need any buffer, then there is no buffer that are missing when you do the second backward