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PROFESSIONAL-MACHINE-LEARNING-ENGINEER · Question #76

PROFESSIONAL-MACHINE-LEARNING-ENGINEER Question #76: Real Exam Question with Answer & Explanation

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Submitted by ravi_2018· Apr 18, 2026Monitoring, optimizing, and maintaining ML solutions

Question

While monitoring your model training's GPU utilization, you discover that you have a native synchronous implementation. The training data is split into multiple files. You want to reduce the execution time of your input pipeline. What should you do?

Options

  • AIncrease the CPU load
  • BAdd caching to the pipeline
  • CIncrease the network bandwidth
  • DAdd parallel interleave to the pipeline

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Topics

#Input pipeline optimization#Parallel data loading#GPU utilization#Performance tuning
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