Exam NCA-AIIO Topic 2 Question 43 Discussion

Actual exam question for NVIDIA's NCA-AIIO exam
Question #: 43
Topic #: 2
Which components are essential parts of the NVIDIA software stack in an AI environment? (Select two)

Suggested Answer: A,B Vote an answer

The NVIDIA software stack for AI environments includes:
* NVIDIA CUDA Toolkit(A), a foundational platform for GPU-accelerated computing, enabling developers to program GPUs for AI tasks like training and inference.
* NVIDIA TensorRT(B), a high-performance inference library that optimizes deep learning models for deployment on NVIDIA GPUs, critical for AI workloads.
* NVIDIA JetPack SDK(C) is for edge devices (e.g., Jetson), not a core AI data center component.
* NVIDIA Nsight Systems(D) is a profiling tool, useful but not essential to the runtime stack.
* NVIDIA GameWorks(E) is for gaming, unrelated to AI.
CUDA and TensorRT are pillars of NVIDIA's AI ecosystem (A and B).

by Cornelia at Mar 16, 2026, 03:16 PM

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