  In this paper we develop necessary conditions for optimality, in the form of
the stochastic Pontryagin maximum principle, for controlled equation with delay
in the state and with control dependent noise, in the general case of controls
$u \in U$ with $U$ not necessarily convex. The maximum principle is formulated
by means of a first and second order adjoint BSDEs.
