NVIDIA NCA-AIIO - NCA - AI Infrastructure and Operations Exam
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Total 50 questions
Question #6 (Topic: Exam A)
Which of the following statements is true about GPUs and CPUs?
A. GPUs are optimized for parallel tasks, while CPUs are optimized for serial tasks.
B. GPUs have very low bandwidth main memory while CPUs have very high bandwidth main memory.
C. GPUs and CPUs have the same number of cores, but GPUs have higher clock speeds.
D. GPUs and CPUs have identical architectures and can be used interchangeably.
Answer: A
Question #7 (Topic: Exam A)
Which two components are included in GPU Operator? (Choose two.)
A. Drivers
B. PYTorch
C. DCGM
D. TensorFlow
Answer: AC
Question #8 (Topic: Exam A)
Which phase of deep learning benefits the greatest from a multi-node architecture?
A. Data Augmentation
B. Training
C. Inference
Answer: B
Question #9 (Topic: Exam A)
Which architecture is the core concept behind large language models?
A. BERT Large model
B. State space model
C. Transformer model
D. Attention model
Answer: C
Question #10 (Topic: Exam A)
What is a key value of using NVIDIA NIMs?
A. They provide fast and simple deployment of AI models.
B. They have community support.
C. They allow the deployment of NVIDIA SDKs.
Answer: A
