Exam AI-300 Topic 1 Question 12 Discussion

Actual exam question for Microsoft's AI-300 exam
Question #: 12
Topic #: 1
You train models on GPU-enabled clusters but deploy them on CPU-based endpoints. Recently, inference failures occur due to incompatible dependencies. What should you do to ensure consistency?

Suggested Answer: B Vote an answer

Defining and reusing environment configurations ensures that dependencies remain consistent between training and inference. This prevents runtime errors caused by mismatched libraries.
Using identical compute resources is unnecessary and inefficient, as consistency depends on environment configuration rather than hardware.

by Armand at May 05, 2026, 09:12 PM

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