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Exam NCA-AIIO All Questions
Exam NCA-AIIO All Questions

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NVIDIA-Certified Associate NCA-AIIO Question # 5 Topic 1 Discussion

NCA-AIIO Exam Topic 1 Question 5 Discussion:
Question #: 5
Topic #: 1

You are tasked with optimizing an AI-driven financial modeling application that performs both complex mathematical calculations and real-time data analytics. The calculations are CPU-intensive, requiring precise sequential processing, while the data analytics involves processing large datasets in parallel. How should you allocate the workloads across GPU and CPU architectures?


A.

Use CPUs for data analytics and GPUs for mathematical calculations


B.

Use GPUs for mathematical calculations and CPUs for managing I/O operations


C.

Use CPUs for mathematical calculations and GPUs for data analytics


D.

Use GPUs for both the mathematical calculations and data analytics


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