Practice · NVIDIA-Certified Associate Generative AI LLM

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← NVIDIA-Certified Associate Generative AI LLM · practice sheet

nvidia-nca-genl_d1_1a1756bf149b domain/d1 · medium single

An enterprise wants to accelerate their existing Apache Spark data preprocessing pipeline on NVIDIA GPUs but is concerned about the engineering effort required to modify pipeline code. Which statement accurately reflects the RAPIDS Accelerator for Apache Spark?

A It requires rewriting Spark jobs in a proprietary GPU query language
B It transforms existing pipelines without any code change
C It only accelerates model inference, not data preparation
D It replaces Apache Spark with a separate distributed engine

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