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NCP-AII Practice Questions

NVIDIA AI Infrastructure

Last Update 3 days ago
Total Questions : 123

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Question # 31

During cluster validation, the Cable Validation Tool (CVT) reports " Underperforming (BER) " for an InfiniBand link. Which BER thresholds indicate a critical signal quality issue requiring cable replacement?

Options:

A.  

Rx power variance > 3dB between lanes

B.  

Effective BER > 0 during the first 125 minutes of link operation

C.  

Raw BER > 1e-12 or Effective BER > 1.5E-254 for < 6hr measurements

D.  

Temperature > 85°C on transceiver module

Discussion 0
Question # 32

A financial services firm is deploying an AI model for fraud detection that requires rapid inference and data retrieval across multiple sites. Which feature should their storage system prioritize?

Options:

A.  

Multi-protocol data access with low latency.

B.  

Tape backup systems.

C.  

Low-cost HDD solutions.

D.  

High capacity with moderate speed.

Discussion 0
Question # 33

When updating the firmware on an NVLink switch transceiver, how can an engineer apply new firmware without interrupting the network?

Options:

A.  

mlxfwreset -d -lid 27 reset --yes to reset the transceiver

B.  

Physically disconnect and reconnect the transceiver.

C.  

flint -d -lid 27 --linkx --linkx_auto_update --activate

D.  

nv action reboot system to force immediate activation.

Discussion 0
Question # 34

You are leading a project to enhance the energy efficiency of a data center that heavily relies on AI workloads. NVIDIA suggests moving beyond traditional metrics like Power Usage Effectiveness (PUE) to better capture the efficiency of modern data centers. Which strategy should you prioritize?

Options:

A.  

Use Power Usage Effectiveness as the primary metric while supplementing it with additional measures of useful work done per unit of energy.

B.  

Use watts used as the primary measure of efficiency, as it accurately reflects the power input at any given time.

C.  

Develop benchmarks tailored to specific workloads, such as MLPerf for AI applications, to better understand energy use in real-world scenarios.

D.  

Focus on integrating kilowatt-hours into existing metrics to better reflect the actual energy used for productive work.

Discussion 0
Question # 35

Which of the following tests should be used to check for the lowest possible latency between two nodes in a fabric?

Options:

A.  

ib_read_bw

B.  

ib_read_lat

C.  

ib_write_bw

D.  

ib_write_lat

Discussion 0
Question # 36

An engineer needs to validate 400G DAC cable signal integrity in a DGX cluster. Which CVT metric best identifies marginal cables needing replacement?

Options:

A.  

Lane power variance < 3dB across all transceivers.

B.  

Transceiver model matching QSFP-DD specifications.

C.  

Temperature fluctuations > 5°C during validation.

D.  

Effective BER > 1.5E-254 during a < 6-hour monitoring window.

Discussion 0
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