🎮 GPU: The AI Math Engine! 🧠 Scenario: GPUs aren't just for gaming visuals. They are the primary engines for simulations, machine learning, and LLMs. Challenge: - Sequential vs. Parallel: CPUs handle tasks one-by-one; AI requires massive simultaneous math. - Math Load: Deep learning relies on trillions of matrix multiplications. Solution: Massive Parallelism 🎯 - Core Density: Thousands of small cores execute math in parallel. - Throughput: Optimized for high-speed data crunching, not complex
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