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Temperon: Full-Time SAM Quality at a Third Less Wall-Clock
Not provided in the abstract
fine-tuningtraining optimizationsharpness-aware minimization
2609.17575
Builder Relevance
1h ago80%
Abstract
Temperon achieves full-time sharpness-aware minimization (SAM) quality while reducing wall-clock time by a third through a novel training strategy.
Reality Card
Core Claim
Temperon matches the best full-time-SAM recipe on accuracy while achieving significant time savings, reaching target performance 35%, 34%, and 32% sooner on three datasets.
Method / Result
Temperon reaches target performance 35% sooner on CIFAR-10 compared to full-time SAM.
Limitations
The hand-off timing cannot be determined from the trajectory, making it less straightforward to reproduce the results.
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