Multiple Choice Flashcards on 01 Oracle Cloud Infrastructure 2026 AI Foundati...

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Flashcard Practice Oracle Cloud Infrastructure 2026 AI Foundations Associate (1Z0-1122-26) Multiple Choice

A company wants to run a CNN on edge cameras for real-time safety alerts, but the model exceeds device latency and memory limits. What should be evaluated?

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Using only offline aggregate accuracy because edge memory and latency are deployment details rather than model concerns Sending every frame to a centralized service and assuming network latency is acceptable because the cloud model is larger Reducing the camera frame rate until latency improves before measuring how many safety events are missed Model compression, quantization, pruning, input resolution, hardware acceleration, and the accuracy impact of each option

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