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NEW QUESTION # 68
A customer has just completed the first boot of their DGX system and is prompted to create an administrative user. What is the correct approach for setting up this user to ensure secure BMC and GRUB access?
Answer: C
NEW QUESTION # 69
You notice that one of the fans in your GPU server is running at a significantly higher RPM than the others, even under minimal load. ipmitool sensor' output shows a normal temperature for that GPU. What could be the potential causes?
Answer: A,D,E
Explanation:
A malfunctioning PWM control signal, worn fan bearings, or restricted airflow can all cause a fan to run at higher RPMs. While a faulty BMC sensor could be a cause, the question states that 'ipmitool sensor' shows a normal temperature. Network connectivity issues are less likely to cause an isolated fan to run high, if the GPU temperature is normal.
NEW QUESTION # 70
You have an NVIDIAAIOO GPU and need to configure it for optimal performance across two distinct AI workloads: a large language model (LLM) training job and a computer vision inference service. The LLM benefits from maximum memory bandwidth, while the inference service requires low latency and high throughput. Which MIG configuration would best suit this scenario?
Answer: B
Explanation:
Creating a log. 120gb instance for the memory-intensive LLM and a 4g.40gb instance for the inference service provides dedicated resources that cater to the specific needs of each workload, without the overhead or limitations of CUDA MPS or Kubernetes resource quotas. Option A is too conservative, potentially limiting the LLM performance. Option B sacrifices dedicated resources for inference, which may hurt latency. Option C does not leverage MIG and does not guarantee resource isolation and performance consistency. Option E introduces complexities associated with Time-Slicing and might not be suitable for real-time processing.
NEW QUESTION # 71
To validate bisectional bandwidth across two racks in a Spectrum-X Ethernet fabric, which NCCL test configuration isolates East-West traffic?
Answer: C
Explanation:
In a large-scale Spectrum-X Ethernet fabric, "East-West" traffic refers to the cross-rack communication between compute nodes. To validate the "Bisectional Bandwidth" (the throughput between two halves of the cluster), administrators use NCCL tests with specific environment variables to control traffic patterns. The NCCL_TESTS_SPLIT variable is used to partition the GPUs into distinct groups for the benchmark. Setting NCCL_TESTS_SPLIT="DIV 8" is a standard configuration for multi-node testing on 8-GPU systems. It effectively divides the total number of GPUs by the node count, creating a test environment where each GPU communicates with its corresponding rank on other nodes. By combining this with -g 1 (one GPU per process) across multiple nodes, the engineer can force data to travel across the leaf-and-spine switches rather than staying within the NVLink fabric of a single node. This isolates the physical network performance from the internal GPU-to-GPU bandwidth, providing a true measurement of the fabric's ability to handle high- speed AI traffic.
NEW QUESTION # 72
A system administrator is installing a DGX OS and needs to preserve existing configurations and data during installation. What option should be chosen?
Answer: C
Explanation:
The Upgrade option preserves existing DGX OS configurations and user data while updating the operating system. Reimage performs a fresh installation and is used when existing data does not need to be preserved.
NEW QUESTION # 73
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