Well, I'm sceptical about having "human gender" of "inhuman beings".
That is: all beings should identify themselves as whatever fits them, however human gender is cultural phenomenon that IMO is localized to human culture.
Also (we'd need more info on this) does gods have culture, there seems to be awfully small amount of interaction between them (however Silence was more reclusive than most other gods)