Training of deep learning pipelines on memory-constrained GPUs via segmented fused-tiled execution.
Yufan XuSaurabh RajeAtanas RountevGerald SabinAravind Sukumaran-RajamP. SadayappanPublished in: CC (2022)
Keyphrases
- deep learning
- deep architectures
- restricted boltzmann machine
- unsupervised learning
- deep belief networks
- unsupervised feature learning
- memory management
- machine learning
- training set
- training samples
- weakly supervised
- supervised learning
- online learning
- pattern recognition
- learning algorithm
- probabilistic model
- semi supervised
- training examples
- mental models
- object recognition
- data sets