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NVIDIA Developer published a step-by-step walkthrough showcasing the modern CUDA toolbox for optimizing GPU-accelerated code. The piece positions CUDA as a foundation for workloads from scientific simulations to large-scale AI training and demonstrates practical optimization guidance.
An NVIDIA Developer article says the explosive growth of generative AI and distributed model training across hundreds of thousands of GPUs is fundamentally changing data center design, and introduces Spectrum‑X Ethernet as a networking approach aimed at meeting those new requirements.
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