def METHOD_NAME(self):
    return {
        "n_centroids_config": self.n_centroids_config,
        "block_sizes_config": self.block_sizes_config,
        "layers_to_quantize": self.layers_to_quantize,
        "epoch_schedule": self.epoch_schedule,
        "update_schedule": self.update_schedule,
        "quantization_step": self.quantization_step,
    }