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NCP-AIO Exam Dumps : NVIDIA AI Operations

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NVIDIA AI Operations Questions and Answers

Question 1

A system administrator wants to run these two commands in Base Command Manager.

main

showprofile device status apc01

What command should the system administrator use from the management node system shell?

Options:

A.

cmsh -c “main showprofile; device status apc01”

B.

cmsh -p “main showprofile; device status apc01”

C.

system -c “main showprofile; device status apc01”

D.

cmsh-system -c “main showprofile; device status apc01”

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Question 2

A system administrator needs to scale a Kubernetes Job to 4 replicas.

What command should be used?

Options:

A.

kubectl stretch job --replicas=4

B.

kubectl autoscale deployment job --min=1 --max=10

C.

kubectl scale job --replicas=4

D.

kubectl scale job -r 4

Question 3

You have noticed that users can access all GPUs on a node even when they request only one GPU in their job script using --gres=gpu:1. This is causing resource contention and inefficient GPU usage.

What configuration change would you make to restrict users’ access to only their allocated GPUs?

Options:

A.

Increase the memory allocation per job to limit access to other resources on the node.

B.

Enable cgroup enforcement in cgroup.conf by setting ConstrainDevices=yes.

C.

Set a higher priority for Jobs requesting fewer GPUs, so they finish faster and free up resources sooner.

D.

Modify the job script to include additional resource requests for CPU cores alongside GPUs.