arXiv · Machine Learning Theory· Priya Kasimbeg (Alice), Ahmed Khaled (Alice), Aahlad Chandrabhatta (Alice), Yifan Wang (Alice), Andy Liu (Alice), Niccol\`o Ajroldi (Alice), David Tweedle (Alice), Xingyu (Alice), Yang, Isaac Patole, Frank Schneider, George E. Dahl·· 4 hr agoAI score27
AlgoPerf V1 基准新结果：Schedule-Free AdamW 居首
Towards Easier-to-Tune Training Algorithms: New Results from AlgoPerf
AI brief
更新版 AlgoPerf V1 基准在固定硬件上以 wall-clock time-to-target 评测九个工作负载的新训练算法，自调参规则集要求所有工作负载使用单一配置，13 个 PyTorch 与 JAX 提交中 Schedule-Free AdamW 排名第一。
Source: arXiv · Machine Learning Theory · arxiv.org