GPU
A Graphics Processing Unit (GPU) is a specialized electronic circuit designed to rapidly manipulate and alter memory to accelerate the creation of images in a frame buffer intended for output to a display device. GPUs are used in embedded systems, mobile phones, personal computers, workstations, and game consoles. They are also used for general-purpose computation, including data analytics, machine learning, and scientific computing. GPUs are highly parallel and can perform many calculations simultaneously, making them ideal for tasks that require large amounts of data to be processed in parallel. They are particularly useful for deep learning, where large neural networks require massive amounts of computation. GPUs are often used in conjunction with CPUs to accelerate computation, with the CPU handling tasks that require sequential processing and the GPU handling tasks that can be parallelized.
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