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Which of the following is the MOST critical consideration when planning the cooling strategy for a server rack containing multiple NVIDIA A100 GPUs?
A. Optimizing airflow to ensure hot air is efficiently exhausted from the rack and cool air is drawn in.
B. Using liquid cooling for the CPUs, but air cooling for the GPUs.
C. Applying thermal paste to the GPU memory chips.
D. Increasing the fan speed of the server chassis fans to maximum.
E. Ensuring the server room temperature is kept below 25 degrees Celsius.
Answer: A
Explanation:
While ambient temperature is important, optimized airflow is crucial for removing the heat generated by the GPUs. Focusing solely on CPU cooling neglects the GPU heat. Applying thermal paste to memory chips is generally unnecessary unless specifically recommended by the manufacturer. Maximizing fan speed can help, but efficient airflow design is more effective.
NEW QUESTION # 215
You are deploying a new NVLink Switch based cluster. The GPUs are installed in different servers, but need to be configured to utilize NVLink interconnect. Which of the following should be performed during the installation phase to confirm correct configuration?
A. Run standard TCP/IP network bandwidth tests to check inter-server communication.
B. Run NCCL tests to verify the GPU-to-GPU bandwidth and latency between servers.
C. Verify that GPUDirect RDMA is enabled and functioning correctly.
D. All the GPU's are in the same IP subnet
E. Check that the 'nvidia-sm' command shows the correct NVLink topology.
Answer: B,C,E
Explanation:
NCCL tests are specifically designed to test GPU-to-GPU communication. Ensuring GPUDirect RDMA is functioning is essential for low-latency communication. 'nvidia-smi' should display the NVLink topology. TCP/IP tests do not test the NVLink connection. It does not matter if GPUs on different servers are in the same IP subnet as NVLink communication occur directly between the GPUs using RDMA mechanism. Subnetting affects traditional networking layer communication, but not low-level device communication.
NEW QUESTION # 216
After installing a new NVIDIA GPU in an AI server, you run 'nvidia-smi' and receive the error 'NVIDIA-SMI has failed because it couldn't communicate with the NVIDIA driver. Make sure that the latest NVIDIA driver is installed and running.' You have verified the driver is installed. What is the MOST likely cause?
A. The GPU is not properly seated in the PCIe slot.
B. The power supply is insufficient to power the GPU.
C. The wrong driver version is installed for the installed CUDA version.
D. The secure boot is enabled preventing the driver from initializing.
E. The system BIOS needs to be updated.
Answer: A
Explanation:
A poorly seated GPU often leads to communication failures between the driver and the card. While power, BIOS, and driver versions can be issues, a seating problem is the most common first suspect. Secure boot issues are also possible.
NEW QUESTION # 217
Which of the following statements are true regarding the use of Congestion Management (CM) and Congestion Avoidance (CA) techniques within an InfiniBand fabric using NVIDIA technology? (Select TWO)
A. CM can include techniques like rate limiting to throttle traffic flows when congestion is detected.
B. CM aims to reduce the severity of congestion once it has already occurred, while CA aims to prevent congestion from happening in the first place.
C. InfiniBand's Explicit Congestion Notification (ECN) is a CA mechanism that allows switches to signal congestion to endpoints before packet loss occurs.
D. CM/CA are not relevant in InfiniBand fabrics because InfiniBand's lossless nature guarantees that no packets will ever be dropped due to congestion.
E. CM/CA mechanisms are primarily implemented at the IP layer and are independent of the InfiniBand transport layer.
Answer: A,B,C
Explanation:
CM and CA are crucial for maintaining performance in InfiniBand fabrics. CM addresses congestion that has already occurred, while CA tries to prevent it. ECN is a key CA mechanism in InfiniBand. InfiniBand is lossless but experiences performance degradation if congestion occurs; CM helps mitigate this. They are not implemented at the IP layer; they are integral parts of the InfiniBand transport. Rate limiting is a viable CM strategy.
NEW QUESTION # 218
You are replacing a faulty NVIDIA Tesla V 100 GPU in a server. After physically installing the new GPU, the system fails to recognize it. You've verified the power connections and seating of the card. Which of the following steps should you take next to troubleshoot the issue?
A. Check if the new GPU requires a different driver version than the currently installed one and update if needed.
B. Update the system BIOS and BMC firmware to the latest versions.
C. Reinstall the operating system to ensure proper driver installation.
D. Immediately RMA the new GPU as it is likely defective.
E. Disable and re-enable the GPU slot in the system BIOS.
Answer: A,B
Explanation:
After verifying the physical installation, the next steps are to ensure the system's firmware is up-to-date and that the correct drivers are installed. Older BIOS/BMC firmware may not properly recognize newer GPUs, and incorrect drivers will prevent the GPU from functioning correctly. RMAing the new GPU or reinstalling the OS prematurely are inefficient troubleshooting steps. The system BIOS may have an option to disable and enable the GPU slot, but that would be rare.
NEW QUESTION # 219
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