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hardware

GPU

Graphics Processing Unit, specialized processors originally designed for rendering graphics that excel at the parallel matrix computations required for deep learning. GPUs are the primary hardware for training and running AI models.

In practice

NVIDIA's H100 GPU is the most sought-after chip for AI training, with hyperscalers ordering hundreds of thousands of units.