Abstract: In Deep Neural Networks (DNNs), optimization is necessary for adjusting model parameters to reduce the loss function, which directly affects the model’s performance. Effective optimization ...

While LPG cylinders are commonly seen as a primary fuel source in homes and kitchens, the fuel itself is not produced directly as a standalone product.