Tag: Deep Leanring

AI Machine Learning & Data Science Research

Meet Hyper-Tune: New SOTA Efficient Distributed Automatic Hyperparameter Tuning at Scale

A research team from Peking University, ETH Zürich and Kuaishou Technology proposes Hyper-Tune, an efficient and robust distributed hyperparameter-tuning framework that features system optimizations such as automatic resource allocation, asynchronous scheduling and a multi-fidelity optimizer, and achieves state-of-the-art performance on multiple tuning tasks.