GPU (Graphics Processing Unit) — Originally designed for rendering graphics, GPUs excel at parallel math operations — exactly what AI training needs. A single NVIDIA H100 can perform 2 petaflops of AI compute. AI training and inference are almost entirely GPU-bound. NVIDIA, AMD, and Intel compete in this space.
Why It Matters
Understanding GPU (Graphics Processing Unit) is essential for anyone working with AI systems. As the technology evolves, these fundamentals separate informed decisions from costly mistakes.
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