Qml.ctrl operation on GPU

Also worth mentioning here is that lightning.gpu is the best way to utilize a GPU in PennyLane. You can find out more here: Installation — PennyLane-Lightning-GPU 0.30.0.dev0 documentation

That said, if it doesn’t suit your needs, then no worries!