Optimize prob 145#14694
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Describe your change
Hi! This PR addresses the first optimization item from the tracking issue.
Changes
These changes should make the implementation easier to understand, verify, and maintain.
Performance Impact
Benchmark results show a substantial improvement in execution speed:
The updated implementation now runs in essentially constant time for the required input range.
Additional Notes
O(max_power)O(1)Fixes #8594
Checklist
General Checklist
CONTRIBUTING.md.