Before revision:   Second, we  provide preliminary numerical results illustrating the practical performance of DNNs on Hilbert-valued functions arising as solutions to parametric PDEs.
After revision:  Second, we provide preliminary numerical results illustrating practical performance of DNNs on Hilbert-valued functions arising as solutions to parametric PDEs.