Free NVIDIA NCP-AIO Actual Exam Questions - Question 5 Discussion
GPU behavior monitoring
GPU configuration management
GPU policy oversight
GPU health and diagnostics
GPU accounting and process statistics
NVSwitch configuration and monitoring
What single tool should be used?
Makes sense to pick C since DCGM covers all listed GPU stuff comprehensively.
Option C nails it since DCGM is built for detailed GPU health, policy control, and NVSwitch management all in one place, unlike nvidia-smi which is more basic.
It’s C because DCGM is designed for comprehensive GPU management, including NVSwitch and policy oversight, which the others don't fully cover. It’s basically an all-in-one for enterprise GPU monitoring.
Not B, CUDA Toolkit is more for development than full GPU system management.
A imo, nvidia-smi is pretty solid for GPU monitoring and config but doesn't do NVSwitch or detailed policy stuff. So it misses a few key points compared to DCGM.
Option C covers all GPU management and NVSwitch needs in one tool.
Maybe C because DCGM is designed for comprehensive GPU monitoring and management, including NVSwitch and policy oversight, unlike nvidia-smi or Nsight which focus on simpler stats or profiling.
C imo, since nvidia-smi (A) doesn’t handle NVSwitch config or detailed policy stuff, and Nsight (D) is more for profiling, not system-wide GPU management like DCGM. CUDA Toolkit (B) is mostly dev tools anyway.
It’s C for sure. Nvidia-smi (A) is mainly for basic GPU stats and doesn’t cover things like policy oversight or NVSwitch configuration. CUDA Toolkit (B) is more for development, not monitoring. Nsight Systems (D) focuses on performance profiling rather than system-wide GPU health or accounting. DCGM is built specifically for comprehensive GPU management and monitoring, including the advanced features listed like NVSwitch and policy management.
C/D? Nsight is great for profiling apps but lacks broad GPU policy and health monitoring. DCGM covers all listed needs, including NVSwitch and policy oversight, making it the more complete choice here.
Maybe C fits best because DCGM is known for detailed monitoring and managing multiple GPU aspects, including NVSwitch stuff. nvidia-smi is more basic and doesn’t handle the full scope here. CUDA Toolkit is mainly for development, not monitoring or policy. Nsight Systems focuses more on profiling apps than managing GPU health or policies. So DCGM seems like the tool that covers everything the question lists in one place.
It’s A. nvidia-smi mostly focuses on GPU stats and basic management, but it doesn’t cover NVSwitch or detailed policy oversight like DCGM would. So, not the best fit here.
Option C seems to fit best since DCGM is designed for comprehensive GPU monitoring and management across those categories. The others don't cover all these aspects as fully.