Really? How does the killing of an innocent child ever become moral?
How many of those "innocent children" had practiced their gutting skills on the living bodies of US Service members?
Japan was putting weapons into the hands of those "innocent children" and telling them to kill for the Emperor.
Maybe this is a question you should be asking the parents of the cute little tots.
Anyone innocent, for that matter.