[functorch] Added batch rule for (adaptive_)avg_poolNd (pytorch/functorch#248)
* Added batch rule for (adaptive_)avg_poolNd
Description:
- Added batch rule for adaptive_avg_pool{1d,2d,3d} and avg_pool{1d,2d,3d}
- Updated tests
* Enabled nn.functional.interpolate mode=area
