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Exam NCP-AIO Topic 3 Question 15 Discussion

Actual exam question for NVIDIA's NCP-AIO exam
Question #: 15
Topic #: 3
You are deploying a VMI container on a cloud platform that supports both NVIDIA vGPU and passthrough GPU access. Your workload requires maximum GPU performance and is not shared with other users. Which GPU access method is generally recommended for this scenario?

Suggested Answer: B Vote an answer

GPU passthrough provides direct access to the physical GPU, resulting in the highest possible performance and minimal overhead. vGPU introduces a virtualization layer, potentially reducing performance slightly. CUDA MPS allows for shared GPU access, which is not required in this scenario.

by Paula at Nov 12, 2026, 05:57 PM

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