GPUs, or Graphics Processing Units, are specialized hardware designed to accelerate the rendering of images and graphics. Beyond their initial purpose in gaming and visual processing, GPUs are pivotal in deep learning due to their ability to handle parallel processing efficiently, making them ideal for training complex neural networks. Their architecture allows for the simultaneous execution of multiple operations, which is crucial in both distributed training environments and when deploying models on edge devices or mobile platforms.
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