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Exam NCA-GENM Topic 1 Question 30 Discussion

Actual exam question for NVIDIA's NCA-GENM exam
Question #: 30
Topic #: 1
Which of the following NVIDIA tools or SDKs can MOST effectively be utilized to profile and optimize the performance of a computationally intensive multimodal generative A1 model running on NVIDIA GPUs? (Select TWO)

Suggested Answer: A,C Vote an answer

Nsight Systems provides detailed system-wide performance analysis, allowing you to identify bottlenecks and optimize resource utilization. TensorRT is a high-performance inference SDK that can significantly speed up model execution. While the CUDA Toolkit is essential for GPU programming, Nsight Systems is better for profiling. Omniverse and Merlin are relevant to other domains, not general performance optimization. Memory management is important, but Nsight provides profiling for this, better answering the question.

by Hannah at Oct 22, 2025, 10:14 AM

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