Taming Unbalanced Training Workloads in Deep Learning with Partial Collective Operations.
Shigang LiTal Ben-NunSalvatore Di GirolamoDan AlistarhTorsten HoeflerPublished in: CoRR (2019)
Keyphrases
- deep learning
- deep architectures
- restricted boltzmann machine
- unsupervised learning
- unsupervised feature learning
- machine learning
- deep belief networks
- mental models
- weakly supervised
- supervised learning
- bayesian networks
- online learning
- domain specific
- training set
- object recognition
- computer vision
- learning algorithm