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Reference: https://www.nvidia.com/en-us/learn/certification/ai-infrastructure-professional/
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NVIDIA AI Infrastructure Sample Questions:
An engineer is reimaging a DGX system in a large cluster. Which method ensures the most efficient and secure remote installation without physical access?
- A. Skip ISO verification and directly flash the OS to the disk via SSH.
- B. Create a USB drive with the ISO and manually boot from it on the DGX system.
- C. Use apt-get to upgrade the OS without rebooting the system.
- D. Build a software image on Base Command Manager and then reimage.
Correct Answer: D 🗳️
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It has been over two weeks since the 'ibdiagnet' tool was last used to check the InfiniBand fabric for performance. While running the utility today, the following output was received:
What is the first action that should be taken to further analyze the errors?
- A. Inspect the 'ibdiagnet2.pm' file.?
- B. Run ibstat.
- C. Run ibdiagnet with additional options.
- D. Restart the master SM.?
Correct Answer: C 🗳️
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A system administrator notices a DGX A100 has lost a power supply, but the system is still operating at full performance. What is the minimum number of power supplies needed for the system to operate at full redundancy?
- A. 1
- B. 4
- C. 2
- D. 3
Correct Answer: B 🗳️
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A team is validating a DGX BasePOD deployment. Using cmsh, they run a command to check GPU health across all nodes. What indicates that the system is ready for AI workloads?
- A. Only the head node's GPUs need to be healthy.
- B. At least half of the GPUs report Status_Health = OK
- C. All GPUs report Status_Health = OK and Health = OK for each device.
- D. The command output is ignored if the system powers on without errors.
Correct Answer: C 🗳️
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During multi-node HPL burn-in, GPUs show uneven utilization. Which configuration ensures balanced workload distribution?
- A. Enable HPL_USE_NVSHMEM=1 for shared memory acceleration
- B. HPL_RUN_GEMM_TESTS to skip validation
- C. Set --gpu-affinity and --cpu-affinity to align GPU and NUMA nodes
- D. HPL_OOC_TILE_M to 8192 for larger blocks
Correct Answer: C 🗳️
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