Pinpointing the Memory Behaviors of DNN Training.
Jiansong LiXiao DongGuangli LiPeng ZhaoXueying WangXiaobing ChenXianzhi YuYongxin YangZihan JiangWei CaoLei LiuXiaobing FengPublished in: ISPASS (2021)
Keyphrases
- training process
- supervised learning
- training set
- memory usage
- online learning
- human behavior
- computing power
- training examples
- memory requirements
- training phase
- low memory
- databases
- behavior analysis
- memory space
- computational power
- training algorithm
- case based reasoning
- training data
- search engine
- learning algorithm
- neural network