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1. Which of the following are key benefits of using NVIDIA Spectrum-X switches in an A1 infrastructure compared to traditional Ethernet switches? (Select THREE)
A) Advanced telemetry and monitoring capabilities for network performance optimization.
B) Hardware-based acceleration for collective communication operations used in distributed A1 training.
C) Native support for IPv6.
D) Support for RoCE (RDMA over Converged Ethernet) and InfiniBand protocols, enabling high-bandwidth, low-latency communication.
E) Lower cost per port.
2. You are installing four NVIDIAAIOO GPUs into a server designed for AI training. The server motherboard has multiple PCIe Gen4 x16 slots. However, the server's power supply unit (PSU) only has three 8-pin PCIe power connectors available. What is the BEST course of action to ensure all GPUs receive adequate power?
A) Install only three GPUs and leave the fourth unpowered.
B) Underclock the GPUs significantly to reduce their power consumption below the available PSU capacity.
C) Connect the GPUs using the motherboard's internal SATA power connectors.
D) Use a PCIe power splitter cable on one of the 8-pin connectors to power two GPUs.
E) Replace the existing PSU with a higher wattage PSU that has at least four 8-pin PCIe power connectors.
3. 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A) The GPU driver is outdated and needs to be updated to improve thermal management.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 ambient temperature in the server room is too low, causing the GPU to underperform.
C) The GPU is operating at its maximum power limit, and no action is needed.
D) The GPU's clock speeds are being reduced to prevent overheating. Investigate the cooling system and reduce the GPU workload.
E) The GPU's power draw is exceeding its thermal design power (TDP). Reconfigure the power supply.
4. You are designing an Ai server infrastructure using NVIDIA HGX AIOO modules. The server's power supply units (PSUs) are configured in a redundant (N+1) setup. The individual PSUs are rated for 3000W each, and the server contains three PSUs. If the expected peak power consumption of the HGX A100 modules and other components is 5500W, what is the safety margin (in Watts) in the power budget?
A) 9000W
B) 3500W
C) 500W
D) 0W
E) 5000W
5. A server with 8 NVIDIAAIOO GPUs is experiencing an unexpected shutdown under heavy load. The IPMI logs show a 'Power Supply Deasserted' event immediately preceding the shutdown. After replacing the PSU, the issue persists. What is the MOST likely cause of the continued shutdowns?
A) A faulty CMOS battery.
B) Insufficient system memory (RAM).
C) Incompatible GPU driver version.
D) Network congestion causing system instability.
E) Overcurrent protection (OCP) tripping due to excessive inrush current during GPU startup.
Solutions:
Question # 1 Answer: A,B,D | Question # 2 Answer: E | Question # 3 Answer: D | Question # 4 Answer: C | Question # 5 Answer: E |
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