The Lottery Ticket Hypothesis: Iterative Pruning
Beginner
The problem, from first principles
The paper prunes iteratively: train, prune a fraction of the remaining weights, rewind, and repeat. Pruning 20 percent per round for several rounds keeps far fewer weights than one large cut, and each round compounds the last.
From theory to code
Implement remaining_fraction(p, rounds), returning (1 - p) ** rounds.
Constraints
pis the per-round prune fraction.
Hints
Hint 1
Raise the per-round keep fraction to the number of rounds.
Keywords
research-papersclassical-mlpruninglottery-ticket
Python
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