Having a library for DNN with AMD / Intel GPU support will indeed be a game changer.
I really don’t understand why Intel / AMD aren’t pushing it harder.
By the way, there is one project, though limited to Intel hardware - Intel MKL DNN. Though I’m not sure if one day they will use Intel GPU. Maybe…