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NCP-AII Practice Questions

NVIDIA AI Infrastructure

Last Update 3 days ago
Total Questions : 123

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Question # 21

Why is it important to provide a large and high-performance local cache (using SSDs configured as RAID-0) for deep learning workloads on DGX systems?

Options:

A.  

Local SSD cache allows users to increase the number of NFS threads on the server without impacting storage reliability.

B.  

Using local SSD cache in RAID-0 enables direct GPU access to files without host CPU involvement, further boosting performance.

C.  

Local SSD cache in RAID-0 is necessary to provide redundancy in case one of the drives fails during long training runs.

D.  

A local SSD cache in RAID-0 ensures that most training data is read only once from the network, significantly reducing NFS traffic.

Discussion 0
Question # 22

A team is validating a DGX BasePOD deployment. Using cmsh, they run a command to check GPU health across all nodes. What indicates that the system is ready for AI workloads?

Options:

A.  

The command output is ignored if the system powers on without errors.

B.  

At least half of the GPUs report Status_Health = OK.

C.  

All GPUs report Status_Health = OK and Health = OK for each device.

D.  

Only the head node ' s GPUs need to be healthy.

Discussion 0
Question # 23

Which of the following steps are essential components of a recommended DGX cluster installation procedure?

Pick the 2 correct responses below.

Options:

A.  

Group nodes by function during initial setup and assign them to relevant categories in the cluster management tool.

B.  

Configure networking by validating all interfaces on each node, ensuring proper InfiniBand and Ethernet connectivity prior to installing cluster software.

C.  

Install Slurm on the head node and then configure the compute nodes’ default OS images.

D.  

Complete application containerization, run distributed jobs, and skip validation of node health or storage availability.

Discussion 0
Question # 24

A 24-hour HPL burn-in fails with " illegal value " errors during the first iteration. Which initial troubleshooting step resolves this without compromising burn-in validity?

Options:

A.  

Switch from FP64 to FP32 precision.

B.  

Disable GPU affinity.

C.  

Reduce test duration to 12 hours.

D.  

Verify the matrix size is divisible by block size.

Discussion 0
Question # 25

An administrator needs to perform a comprehensive pre-production stress test on a DGX H100 system. Which command validates GPU, CPU, memory, and storage components while following NVIDIA’s recommended procedure?

Options:

A.  

nvidia-smi -q | grep " GPU Stress Test "

B.  

sudo nvsm stress-test --force

C.  

stress --cpu $(nproc) --io $(nproc) --timeout 600

D.  

./gpu_burn 60

Discussion 0
Question # 26

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?

Options:

A.  

ngc config get

B.  

ngc init

C.  

ngc config set

D.  

ngc config update

Discussion 0
Question # 27

During BCM cluster setup, an engineer must configure bonded network interfaces on DGX nodes for high availability. Which cmsh command sequence properly configures a bond0 interface with two physical NICs?

Options:

A.  

device use dgx001 ; interfaces add vlan vlan100 ; set parent bond0 ; set mode 1 ; set network internalnet

B.  

device use dgx001 ; interfaces add bond bond0 ; append interfaces enp225s0f1np1 enp97s0f1np1 ; set mode 1 ; set network internalnet

C.  

device use dgx001 ; interfaces set enp225s0f1np1 network internalnet ; interfaces set enp97s0f1np1 network internalnet

D.  

device use dgx001 ; interfaces delete enp225s0f1np1 ; interfaces delete enp97s0f1np1

Discussion 0
Question # 28

During a DGX cluster deployment, what is the most effective way to verify the health and integrity of the local RAID storage array?

Options:

A.  

Run a read/write benchmark utility, such as FIO, across the RAID array, looking for expected speed and latency metrics as proof of storage integrity.

B.  

Verify that all configured RAID volumes are mounted and available in the operating system, and that disk utilization levels are within recommended limits.

C.  

Use the mdadm --examine and mdadm --detail commands to review the RAID array’s status, checking for drive failures, array consistency, and error events.

Discussion 0
Question # 29

A user needs to configure NGC CLI to access resources across multiple organizations. What is the recommended command syntax to achieve this?

Options:

A.  

export NGC_CLI_ORG=org-name & & ngc config set

B.  

ngc config list to manually edit the JSON configuration file.

C.  

ngc registry login --org org-name

D.  

ngc config set --org org-name --ace ace-name

Discussion 0
Question # 30

A system administrator noticed a failure on a DGX H100 server. After a reboot, only the BMC is available. What could be the reason for this behavior?

Options:

A.  

The network card has no link / connection.

B.  

A boot disk has failed.

C.  

Multiple GPUs have failed.

D.  

There are more than two failed power supplies.

Discussion 0
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