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The article provides a detailed analysis of the tray design in the NV72 architecture, where every 4 GPUs are paired with 2 Grace CPUs. It discusses optimizing inference performance under coding workloads using parallel strategies such as EP64 and TP8, as well as the complexity of KV cache management and routing algorithms.