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最新的 NVIDIA-Certified Professional NCP-AII 免費考試真題:

1. You are configuring a BlueField-2 DPU for link aggregation (bonding) with two 25GbE ports. After configuring the bond interface, you notice that traffic is not being distributed across both links. What are the two most likely causes of this issue? (Select TWO)

A) The physical interfaces are not configured with the same speed and duplex settings.
B) The bonding mode is set to 'balance-alb' and the ARP monitoring interval is too high.
C) The MTU size is different on the bond interface and the physical interfaces.
D) The firewall on the DPU is blocking outgoing traffic on one of the interfaces.
E) The switch connected to the DPU does not support the bonding mode configured on the DPU.

2. You're experiencing unexpected memory errors during the execution of a large-scale deep learning training job. Suspecting faulty memory modules, which diagnostic tool is best suited to perform a comprehensive memory test on the server's RAM?

A) nvprof
B) DCGM
C) Ishw
D) memtest86+
E) nvidia-smi

3. You are tasked with validating the NVLink performance between GPUs in an NVIDIA DGXAI 00 system. Which tool is the most appropriate for measuring the bandwidth and latency of NVLink interconnections under a synthetic workload?

A) memtest86+
B) nvidia-smi
C) NCCL tests (e.g., nccl-tests/net_send_recv)
D) dmesg
E) iostat

4. You are building a Docker image for a deep learning application that requires an NVIDIA GPU. Which of the following instructions is the most efficient way to ensure the NVIDIA drivers are available within the container, assuming you are using the nvidia/cuda/' base image and want to minimize the image size?

A) FROM nvidia/cuda:ll .4.2-base-ubuntu20.04 RUN apt-get update && apt-get install -y -no-install-recommends nvidia-driver-470
B) COPY /usr/lib/nvidia /usr/local/nvidia/
C) RUN apt-get update && apt-get install -y nvidia-driver-470
D) FROM nvidia/cuda:ll .4.2-base-ubuntu20.04 AS builder RUN apt-get update && apt-get install -y -no-install-recommends software-properties-common RUN add-apt-repository ppa:graphics-drivers/ppa RUN apt-get update && apt-get install -y -no-install-recommends nvidia-driver-470 FROM ubuntu:20.04 COPY -from=builder /usr/lib/nvidia /usr/lib/ COPY -from=builder /usr/local/nvidia /usr/local/
E) Using 'nvidia/cuda' base image, the drivers are already included, so no further action is needed.

5. You encounter an error during MIG instance creation using 'nvidia-smi' stating 'Insufficient GPU resources'. Which of the following could be the cause? (Select all that apply)

A) There is no error; MIG always creates instances regardless of resources.
B) The NVIDIA driver version is outdated and does not support the requested MIG configuration.
C) The GPIJ is in a bad state and needs to be reset.
D) The GPU is already fully utilized by other MIG instances or processes.
E) The requested MIG configuration exceeds the GPU's available resources (e.g., compute or memory).

問題與答案：