A GPU memory efficient speed-up scheme for training ultra-deep neural networks: poster.
Jinrong GuoWantao LiuWang WangQu LuSonglin HuJizhong HanRuixuan LiPublished in: PPoPP (2019)
Keyphrases
- memory efficient
- neural network
- training process
- training algorithm
- feed forward neural networks
- neural network training
- feedforward neural networks
- back propagation
- multi layer perceptron
- high speed
- external memory
- deep architectures
- pattern recognition
- multiple sequence alignment
- training samples
- backpropagation algorithm
- iterative deepening
- graphics hardware
- neural network structure
- self organizing maps
- training examples
- fuzzy logic
- integral image
- multithreading
- error back propagation
- parallel implementation
- artificial neural networks
- multilayer neural network
- radial basis function network
- multi layer
- neural nets
- supervised learning
- training set
- learning algorithm