Exam NCA-AIIO Topic 2 Question 30 Discussion

Actual exam question for NVIDIA's NCA-AIIO exam
Question #: 30
Topic #: 2
How is the architecture different in a GPU versus a CPU?

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A GPU's architecture is designed for massive parallelism, featuring thousands of lightweight cores that execute simple instructions across vast data elements simultaneously-ideal for tasks like AI training. In contrast, a CPU has fewer, complex cores optimized for sequential execution and branching logic. GPUs don' t function as PCIe controllers (a hardware role), nor are they single-core designs, making the parallel execution focus the key differentiator.
(Reference: NVIDIA GPU Architecture Whitepaper, Section on GPU Design Principles)

by Nat at Jan 06, 2026, 09:13 AM

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