Multiple Choice Flashcards on 02 Certified Artificial Intelligence Engineer -...

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Flashcard Practice Certified Artificial Intelligence Engineer - CAIE Multiple Choice

A company needs to deploy a neural network on an edge device with limited memory and strict latency targets. Which approach is most appropriate?

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Keep the largest model because edge devices ignore memory limits during inference Evaluate smaller architectures, quantization, pruning, and accuracy-latency tradeoffs Train for more epochs until the model file becomes smaller Move all preprocessing to the user interface and stop measuring latency

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