Multiple Choice Flashcards on 02 Chartered AI Engineering Professional - CAiE...

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Flashcard Practice Chartered AI Engineering Professional - CAiEP Multiple Choice

A model is pruned but inference latency barely changes. Which explanation is most likely on common serving hardware?

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The model registry must be rebuilt before any latency measurement can change. The validation set is too small because pruning affects labels rather than computation. Pruning can never reduce model size, so the measured result is expected. Sparse tensors may not run faster unless the serving stack exploits them.

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