from visualizr.choices import TrainMode from visualizr.config import TrainConfig def render_condition( conf: TrainConfig, model, sampler, start, motion_direction_start, audio_driven, face_location, face_scale, yaw_pitch_roll, noisy_t, control_flag, ): if conf.train_mode == TrainMode.diffusion: assert conf.model_type.has_autoenc() return sampler.sample( model=model, noise=noisy_t, model_kwargs={ "motion_direction_start": motion_direction_start, "yaw_pitch_roll": yaw_pitch_roll, "start": start, "audio_driven": audio_driven, "face_location": face_location, "face_scale": face_scale, "control_flag": control_flag, }, ) else: raise NotImplementedError()