Abstract: In the rapidly evolving landscape of optical microsystems, the infusion of Machine Learning (ML) techniques stands out as a catalyst for unprecedented progress. This research paper delves ...

The step() function calculates prev_timestep using a hard-coded formula: prev_timestep = timestep - self.config.num_train_timesteps // self.num_inference_steps. However, if the scheduler is ...