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NVIDIA NCP-AII Exam Syllabus Topics:

Topic	Details
Topic 1	Control Plane Installation and Configuration: Covers deploying the software stack including Base Command Manager, OS, Slurm Enroot Pyxis, NVIDIA GPU and DOCA drivers, container toolkit, and NGC CLI.
Topic 2	System and Server Bring-up: Covers end-to-end physical setup of GPU-based AI infrastructure, including BMC OOB TPM configuration, firmware upgrades, hardware installation, and power and cooling validation to ensure servers are workload-ready.
Topic 3	Troubleshoot and Optimize: Covers identifying and replacing faulty hardware components such as GPUs, network cards, and power supplies, along with performance optimization for AMD Intel servers and storage.
Topic 4	Physical Layer Management: Covers configuring BlueField network platform devices and setting up Multi-Instance GPU (MIG) partitioning for AI and HPC workloads.
Topic 5	Cluster Test and Verification: Covers full cluster validation through HPL and NCCL benchmarks, NVLink and fabric bandwidth tests, cable and firmware checks, and burn-in testing using HPL, NCCL, and NeMo.

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NVIDIA AI Infrastructure Sample Questions (Q151-Q156):

NEW QUESTION # 151
You are tasked with installing NVIDIA GPUs into a server that supports both single and double-width cards. You want to maximize GPU density. What is the MOST important factor to consider when choosing between single and double-width cards?

A. The clock speed of the GPUs.
B. The available PCIe slots and their spacing within the server chassis, and the server's cooling capacity.
C. The price of the GPUs.
D. The brand of the GPUs.
E. The amount of VRAM on the GPUs.

Answer: B

Explanation:
While clock speed, VRAM, price, and brand are relevant, the physical constraints of the server (PCle slot availability/spacing and cooling capacity) are paramount when deciding between single and double-width cards. Double-width cards offer more performance but require more space and cooling. If spacing isn't proper, and the cooling isn't adequet, performance is not relevant. If the cooling is inadequate, and cards are too close together, performance will suffer due to throttling.

NEW QUESTION # 152
You observe the following output from 'nvidia-smi' on a server running a large Ai training job:

What does the 'ClocksThrottleReasons.ThermalSlowdown: Active' indicate, and what immediate action should you take?

A. The GPU driver is outdated and needs to be updated to improve thermal management.
B. The GPU is operating at its maximum power limit, and no action is needed.
C. The ambient temperature in the server room is too low, causing the GPU to underperform.
D. The GPU's power draw is exceeding its thermal design power (TDP). Reconfigure the power supply.
E. The GPU's clock speeds are being reduced to prevent overheating. Investigate the cooling system and reduce the GPU workload.

Answer: E

Explanation:
'ClocksThrottleReasons.ThermalSlowdown: Active means the GPU is throttling its clock speeds because it's overheating. The immediate action is to investigate the cooling system (fans, liquid cooling, airflow) and potentially reduce the GPU workload to lower its temperature.

NEW QUESTION # 153
A single-node stress test fails during the PCle bandwidth validation phase. Which troubleshooting step is recommended first?

A. Reduce PCle Gen4 to Gen3 speed in BIOS settings.
B. Reseat the GPU, then rerun the test.
C. Disable NVLink in BIOS to isolate PCle performance
D. Reinstall NVIDIA drivers using apt-get install nvidia-driver-550

Answer: B

Explanation:
A PCIe bandwidth validation failure commonly points to a physical seating, link-training, or connection issue between the GPU and the server PCIe slot. Reseating the GPU and rerunning the test is the recommended first step because it directly addresses the most likely hardware/connection cause before changing BIOS settings or reinstalling software.

NEW QUESTION # 154
A systems administrator is preparing a new DGX server for deployment. What is the most secure approach to configuring the BMC port during initial setup?

A. Leave the BMC port disconnected until after the operating system is fully configured and in production.
B. Connect the BMC port to a dedicated and firewalled network and change the default admin credentials.
C. Enable remote access to the BMC over the internet using the default admin credentials for initial troubleshooting.
D. Connect the BMC port directly to the production network and retain default admin credentials for convenience.

Answer: B

Explanation:
The BMC provides powerful out-of-band management access, so it should be isolated on a dedicated management network protected by firewall controls. Changing default credentials during initial setup prevents unauthorized administrative access to the DGX server.

NEW QUESTION # 155
A system administrator wants to enable vGPU virtualization on a DGX A100 system. What action should be taken first?

A. Bind NVSwitches and GPUs to nvidia.ko
B. Initialize the NVlinks
C. Configure the setting in the BIOS of the DGX system
D. Configure the FM service in vGPU Virtualization mode

Answer: C

Explanation:
vGPU virtualization support on a DGX A100 must first be enabled at the platform level in the system BIOS. After the BIOS setting is configured, the NVIDIA driver, NVSwitch binding, and Fabric Manager vGPU virtualization mode can be configured to support vGPU operation.

NEW QUESTION # 156
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