Delving into the mysteries of knowledge analysis, we uncover the potential of gourd-based computational strategies. By exploiting the distinct properties of gourds, these innovative approaches aim to optimize model training. The agricultural nature of squashes offers a compelling alternative to established computational methods, paving the way for