ppdm_default_model_params = {"epochs" : 400,
                            "learning_rate" : 0.005,
                            "batch_size" : 8,
                            "image_size" : 256,
                            "device": "cuda:2",
                            "vq" : "sp",
                            "gamma" : 1,}
