On Scale-out Deep Learning Training for Cloud and HPC.
Srinivas SridharanKarthikeyan VaidyanathanDhiraj D. KalamkarDipankar DasMikhail E. SmorkalovMikhail ShiryaevDheevatsa MudigereNaveen MellempudiSasikanth AvanchaBharat KaulPradeep DubeyPublished in: CoRR (2018)
Keyphrases
- deep learning
- deep architectures
- restricted boltzmann machine
- unsupervised learning
- unsupervised feature learning
- machine learning
- deep belief networks
- cloud computing
- weakly supervised
- mental models
- computing infrastructure
- supervised learning
- probabilistic model
- high performance computing
- natural language processing
- viewpoint
- training samples
- learning strategies
- training set
- computer vision
- information retrieval
- data mining