The Graphical processing unit (GPU) is hardware used for rendering images using a lot of cores. Pascal is the latest GPU micro architecture released by NVIDIA. The presence of hundreds of cores in GPU helps enhance the computation. This section provides the recipe for running a deep learning model using GPU.