Lucid: A Non-intrusive, Scalable and Interpretable Scheduler for Deep Learning Training Jobs.
Qinghao HuMeng ZhangPeng SunYonggang WenTianwei ZhangPublished in: ASPLOS (2) (2023)
Keyphrases
- deep learning
- deep architectures
- restricted boltzmann machine
- unsupervised learning
- unsupervised feature learning
- machine learning
- deep belief networks
- supervised learning
- weakly supervised
- resource manager
- online learning
- mental models
- scheduling policies
- training set
- natural images
- training samples
- semi supervised
- active learning
- decision making
- data sets