Problems to fix:
- dnn pool grad with ignore_border=False do not seam to compute the good value. Did we have a bug? Do they support it? Maybe not as it isn't documented.
- We do not tests mode=average correctly as we do not have a reference implementation.
- We do not tests pad. Need a reference implementation.