The Graphics Processing Unit (GPU) is the core component of computer graphics processing. They are specially designed to accelerate graphics rendering tasks such as graphics, video, and 3D modeling. Although GPUs were originally designed for processing graphic data, their parallel processing capabilities make them suitable for various compute-intensive tasks, including scientific computing, machine learning, and artificial intelligence. The way GPUs work is different from CPUs; they have thousands of processing units capable of handling large amounts of data simultaneously. This high level of parallelism allows GPUs to perform exceptionally well in tasks that require a lot of repetitive calculations. With advances in technology, modern GPUs not only excel in graphics processing but also show great potential in fields like deep learning. For example,