NCP-AII Questions Exam & NCP-AII Lead2pass
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NVIDIA AI Infrastructure Sample Questions (Q71-Q76):
NEW QUESTION # 71
A company has a registered NGC account and their server has NGC CLI installed. What step should be taken first to gain access to NGC?
- A. ngc init
- B. ngc config get
- C. ngc config set
- D. ngc config update
Answer: C
Explanation:
The NVIDIA GPU Cloud (NGC) is the central repository for AI-optimized containers, pre-trained models, and specialized SDKs. To interact with the NGC registry via the command line, the ngc CLI must be authenticated to the user's account. The command ngc config set is the verified first step to configure these credentials. When this command is executed, the user is prompted to provide their API Key, which is generated from the NGC web portal. This configuration process creates a local config file (typically in ~/.ngc
/config) that stores the authentication token, the preferred organization, and the team settings. Without running ngc config set, the CLI cannot authenticate requests to pull private containers or upload models. ngc init (Option B) is not a standard configuration command for the current NGC CLI architecture, and ngc config get (Option A) is only useful for viewing an existing configuration that has already been established.
NEW QUESTION # 72
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 ambient temperature in the server room is too low, causing the GPU to underperform.
- B. The GPU's power draw is exceeding its thermal design power (TDP). Reconfigure the power supply.
- C. The GPU's clock speeds are being reduced to prevent overheating. Investigate the cooling system and reduce the GPU workload.
- D. The GPU driver is outdated and needs to be updated to improve thermal management.
- E. The GPU is operating at its maximum power limit, and no action is needed.
Answer: C
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 # 73
You are tasked with creating a custom Docker image for a deep learning application that requires a specific version of cuDNN. You want to minimize the image size while ensuring that the cuDNN libraries are correctly installed and configured. What is the most efficient way to achieve this?
- A. Download the cuDNN archive from NVIDIA, extract the libraries, and manually copy them to the appropriate locations within the Dockerfile.
- B. Use a pre-built CUDA base image and install cuDNN during the container run.
- C. Use a multi-stage Docker build, using a base image with the desired CUDA version for building and then copying only the necessary cuDNN libraries to a smaller runtime image.
- D. Install the entire CUDA toolkit within the Docker image, even if only cuDNN is needed.
- E. Use the NVIDIA Container Toolkit to dynamically inject the cuDNN libraries into the container at runtime.
Answer: C
Explanation:
A multi-stage Docker build (B) is the most efficient approach. It allows you to use a larger image with the CUDA toolkit for building and then copy only the necessary cuDNN libraries to a smaller runtime image, minimizing the final image size. Manually copying libraries (A) is tedious and error-prone. Installing the entire CUDA toolkit (C) unnecessarily increases the image size. The NVIDIA Container Toolkit (D) focuses on enabling GPU access, not dynamically injecting specific libraries. Running an install of cuDNN during the container run is problematic since the image should be self-contained.
NEW QUESTION # 74
You are troubleshooting a network performance issue in your NCP-AII environment. After running 'ibstat' on a host, you see the following output for one of the InfiniBand ports:
What does the 'LMC: 0' indicate, and what are the implications for network performance?
- A. LMC: 0 indicates that the link is down and not functioning correctly.
- B. LMC : 0 indicates that the Subnet Manager is not running correctly.
- C. LMC: 0 indicates that Link Aggregation (LAG) is not enabled on this port, meaning only a single link is being used for communication.
- D. LMC : 0 indicates the port is operating at the lowest possible speed.
- E. LMC : 0 is the default and expected value; it has no impact on performance.
Answer: C
Explanation:
LMC (Link Mask Capability) indicates the level of link aggregation enabled. LMC: 0 means that link aggregation is disabled. This means that only one link is being used for communication, which could limit the overall bandwidth and potentially create a bottleneck if multiple GPUs are trying to communicate through that single link. Higher LMC values indicate that multiple links are aggregated together to increase bandwidth.
NEW QUESTION # 75
You are setting up network fabric ports for hosts in an NVIDIA-Certified Professional A1 Infrastructure (NCP-AII) environment. You need to configure Jumbo Frames to improve network throughput. What is the typical MTU (Maximum Transmission Unit) size you would set on the network interfaces and switches, and why?
- A. Any MTU size between 1500 and 9000 bytes; the specific value doesn't matter.
- B. 576 bytes, the minimum MTU size required by IPv4.
- C. 1500 bytes, as it's the default and compatible with most networks.
- D. 9000 bytes, also known as Jumbo Frames, reduces overhead and improves throughput for large data transfers.
- E. 65535 bytes, the theoretical maximum MTU size, for maximum performance.
Answer: D
Explanation:
For optimal performance in an A1 training environment, Jumbo Frames (MTU of 9000 bytes) are recommended. Increasing the MTU reduces the number of packets required to transmit a given amount of data, thereby reducing processing overhead and improving overall throughput. While technically larger MTUs are possible, 9000 is the standard for Jumbo Frames.
NEW QUESTION # 76
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