Fix kullback_leibler_divergence (#4800)
Fix kullback_leibler_divergence (#4800)

The kullback_leibler_divergence metric in metrics.py returned an output
with dimensionality N-1 (where N is the dimensionality of the target).
Add mean after sum to fix this, such that always a scalar is returned.
keras-team/keras,keras-team/keras