NVIDIA NVLink 6 如何为 AI 工厂提供多层韧性
How NVIDIA NVLink 6 Delivers Multi-Layer Resiliency for AI Factories
NVIDIA 详解 NVLink 6 如何为 AI 工厂提供多层韧性。大规模 AI 训练中，集群内每块 GPU 每秒需在数千次集合通信中同步梯度；推理阶段非计划停机则会直接减少已服务的请求量，限制收入。
For operators of large-scale AI factories, maximizing continuous output is essential for productivity. In massive-scale AI training, every GPU in the cluster...
For operators of large-scale AI factories, maximizing continuous output is essential for productivity. In massive-scale AI training, every GPU in the cluster must synchronize gradients across thousands of collective operations per second. Similarly, during inference, unplanned downtime directly reduces the total volume of requests served, strictly limiting revenue generation.
来源：NVIDIA Developer Blog · developer.nvidia.com