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Exam NCP-AII Topic 1 Question 150 Discussion

Actual exam question for NVIDIA's NCP-AII exam
Question #: 150
Topic #: 1
You are designing a network for a distributed training job utilizing multiple GPUs across multiple nodes. Which network characteristic is MOST critical for minimizing training time?

Suggested Answer: A,B,E Vote an answer

Distributed training involves frequent data exchange between GPUs. High bandwidth is necessary to move large datasets quickly. Low latency reduces the round-trip time for communication. Large MTIJ (Maximum Transmission Unit) can reduce overhead by transmitting larger packets. High packet loss is detrimental to performance. Low cost should not be prioritized over performance in a distributed training environment.

by Edward at Feb 05, 2026, 10:31 AM

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