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Introduction In the realm of high-performance computing, the debate between the capabilities of GPUs (Graphics Processing Units) and supercomputers is ongoing. Both technologies have their unique strengths and applications, particularly in fields like artificial intelligence (AI), scientific research, and complex simulations. GPUs: The Powerhouses of Parallel Processing GPUs were originally designed to handle the rendering of images and videos, but their architecture makes them exceptionally good at parallel p... more