LegoDNN: block-grained scaling of deep neural networks for mobile vision.
Rui HanQinglong ZhangChi Harold LiuGuoren WangJian TangLydia Y. ChenPublished in: MobiCom (2021)
Keyphrases
- neural network
- computer vision
- mobile phone
- mobile devices
- pattern recognition
- fine grained
- artificial neural networks
- mobile environments
- mobile users
- mobile communication
- vision system
- mobile commerce
- real time
- back propagation
- mobile computing
- multilayer perceptron
- network architecture
- fuzzy systems
- m learning
- mobile services
- block size
- multi layer
- recurrent neural networks
- feed forward
- mobile learning
- context aware
- deep learning
- location aware
- block matching
- autonomous mobile
- activation function
- mobile networks
- training process
- mobile applications
- neural network model
- decision trees
- genetic algorithm