}
```
Here we preprocess the graph for the execution of the nodes. First, compute_min_topological_nr is called to to obtain the minimum topological number of the tensors specified in outputs (0 if no inputs kwarg was supplied to .backward or input for .grad). This computation prunes paths in the graph that lead to input variables of which we don’t want/need to calculate the grads.