Bosonic continuous-variable Variational quantum circuits (VQCs) are crucial
for information processing in cavity quantum electrodynamics and optical
systems, widely applicable in quantum communication, sensing and error
correction. The trainability of such VQCs is less understood, hindered by the
lack of theoretical tools such as $t$-design due to the infini