Mandheling: mixed-precision on-device DNN training with DSP offloading.
Daliang XuMengwei XuQipeng WangShangguang WangYun MaKang HuangGang HuangXin JinXuanzhe LiuPublished in: MobiCom (2022)
Keyphrases
- training process
- signal processing
- training set
- high precision
- precision and recall
- digital signal processing
- training algorithm
- supervised learning
- decision trees
- image processing
- neural network
- pattern recognition
- training data
- feature vectors
- online learning
- training samples
- training examples
- test set
- genetic algorithm
- data mining
- real world
- training phase
- multi layer perceptron
- data sets