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Understanding GPU Server for AI: Infrastructure for Performance-Driven Machine Learning
Introduction Artificial intelligence (AI) workloads, particularly deep learning and large neural network training, have unique infrastructure requirements that traditional CPU-only systems struggle to meet. Modern AI frameworks rely on dense matrix operations, parallelized compute tasks, and high throughput memory access. As models grow in complexity and dataset sizes increase, the...
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