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Why does the A100 need an optical module

GPUs such as the A100, H100, and upcoming GH100 require high-speed optical interconnects to link thousands of GPU nodes, enabling large-scale AI model training and inference. Why Optical Modules Are Critical for NVIDIA GPUsIn data centers, the number of optical modules is influenced by factors such as network cards, switches, and the number of units, which determine the network's performance, scalability, and overall cost. Network Cards The data rate of network cards will determine the type of optical modules used.