TPU (Tensor Processing Unit) — Google’s custom AI chip designed specifically for tensor operations used in machine learning. Available through Google Cloud. TPU v5 powers Gemini training. Competitors: NVIDIA H100/B200, AMD MI300, AWS Trainium, Cerebras WSE.
Why It Matters
Understanding TPU (Tensor 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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