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

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Flashcard Practice Chartered AI Engineering Professional - CAiEP Multiple Choice

A tuning job trains many candidates for a maximum of 100 epochs, but weak candidates are usually clear by epoch 15. What is a practical way to use the compute budget better?

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Evaluate candidates on the final test set every few epochs to identify the winner sooner. Keep every trial running to 100 epochs so each configuration consumes the same compute. Rank candidates by their first training-loss value and cancel the rest of the search. Stop unpromising trials early based on validation progress and reallocate budget to stronger candidates.

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