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Exam NCA-AIIO Topic 2 Question 26 Discussion

Actual exam question for NVIDIA's NCA-AIIO exam
Question #: 26
Topic #: 2
Which component of the NVIDIA software stack is primarily responsible for optimizing deep learning models for inference in production environments?

Suggested Answer: C Vote an answer

NVIDIA TensorRT is primarily responsible for optimizing deep learning models for inference, enhancing speed and efficiency on GPUs in production. Option A (DIGITS) is for training. Option B (Triton) serves models, leveraging TensorRT. Option D (CUDA) is a foundational platform. NVIDIA's TensorRT docs confirm its inference optimization role.

by Barton at Jan 09, 2026, 02:23 PM

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