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NCP-AII Exam Dumps : NVIDIA AI Infrastructure

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NVIDIA AI Infrastructure Questions and Answers

Question 1

A network engineer is tasked with configuring the management, storage, and compute networks for a new DGX BasePOD deployment. Which statement best describes the network segmentation required for optimal operation?

Options:

A.

A single VLAN for all types of network traffic.

B.

Two networks: one for management and one for compute.

C.

Four networks: compute, storage, out-of-band, and management.

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Question 2

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.

Question 3

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.