.. start_virtual_graph_deprecation .. important:: The *virtual graph* feature is deprecated due to improved calibration of newer QPUs: Ocean software's :class:`~dwave.system.composites.VirtualGraphComposite` class will be removed in a future release. To calibrate chains for residual biases, follow the instructions in [Che2023]_. .. end_virtual_graph_deprecation