Method __init__

adv_control/control.py:347–358

(self, control_model: SparseControlNet, motion_model: InterfaceAnimateDiffModel,
                 timestep_keyframes: TimestepKeyframeGroup, sparse_settings: SparseSettings=None, global_average_pooling=False, load_device=None, manual_cast_dtype=None)

        self.copy_to_advanced(c)
        return c


class SparseCtrlAdvanced(ControlNetAdvanced):
    def __init__(self, control_model: SparseControlNet, motion_model: InterfaceAnimateDiffModel,
                 timestep_keyframes: TimestepKeyframeGroup, sparse_settings: SparseSettings=None, global_average_pooling=False, load_device=None, manual_cast_dtype=None):
        super().__init__(control_model=None, timestep_keyframes=timestep_keyframes, global_average_pooling=global_average_pooling, load_device=load_device, manual_cast_dtype=manual_cast_dtype)
        self.control_model = control_model
        if control_model is not None:
            self.control_model_wrapped: ModelPatcher = create_sparse_modelpatcher(self.control_model, motion_model, load_device=load_device, offload_device=comfy.model_management.unet_offload_device())
            self.prepare_conditioning_info()
        self.add_compatible_weight(ControlWeightType.SPARSECTRL)
        self.postpone_condhint_latents_check = True
        self.sparse_settings = sparse_settings if sparse_settings is not None else SparseSettings.default()
        self.model_latent_format = None  # latent format for active SD model, NOT controlnet
        self.preprocessed = False