NCP-AIN Exam Dumps | You are optimizing an AI workload that involves multiple GPUs across different nodes in a data center.

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Question 19/31

You are optimizing an AI workload that involves multiple GPUs across different nodes in a data center. The application requires both high-bandwidth GPU-to-GPU communication within nodes and efficient communication between nodes.
Which combination of NVIDIA technologies would best support this multi-node, multi-GPU AI workload?

A. NVLink for both intra-node and inter-node GPU communication.

B. InfiniBand for both intra-node and inter-node GPU communication.

C. NVLink for intra-node GPU communication and InfiniBand for inter-node communication.

D. PCIe for intra-node GPU communication and RoCE for inter-node communication.

Correct Answer: C

For optimal performance in multi-node, multi-GPU AI workloads:
* NVLinkprovides high-speed, low-latency communication between GPUs within the same node.
* InfiniBandoffers efficient, scalable communication between nodes in a data center.Combining these technologies ensures both intra-node and inter-node communication needs are effectively met.
Reference:NVIDIA NVLink & NVSwitch: Fastest HPC Data Center Platform

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