Both GPU and TPU are critical components of an AI supercomputer. The GPU or graphic processing unit is a powerful chip that can perform parallelized computing, primarily used in gaming. It found itself as the perfect architecture for the current AI paradigm. The TPU or tensor processing unit, similar to the GPU, is a powerful chip well-suited for training large language models. The TPU was specifically developed by Google to be optimized around AI training.
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