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Why AMD Instinct GPUs Are Reshaping High-Performance Computing
When you work in high-performance computing long enough, you start to see patterns in how hardware vendors approach the market. Some chase theoretical peak flops on paper. Others focus on making their gear actually usable inside a real cluster, with real cooling constraints and real power budgets. AMD has been pushing hard in the latter direction with their Instinct line, and after spending time with these accelerators in both lab and production settings, I can say the shift
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