Optimizing deep learning recommender systems training on CPU cluster architectures.
Dhiraj D. KalamkarEvangelos GeorganasSudarshan SrinivasanJianping ChenMikhail ShiryaevAlexander HeineckePublished in: SC (2020)
Keyphrases
- deep learning
- recommender systems
- deep architectures
- restricted boltzmann machine
- unsupervised learning
- deep belief networks
- machine learning
- collaborative filtering
- unsupervised feature learning
- supervised learning
- clustering algorithm
- viewpoint
- training set
- user profiles
- mental models
- data sets
- natural language processing
- higher order
- online learning
- training examples
- user preferences
- object recognition
- reinforcement learning
- multiscale