Centimani: Enabling Fast AI Accelerator Selection for DNN Training with a Novel Performance Predictor.
Zhen XieMurali EmaniXiaodong YuDingwen TaoXin HePengfei SuKeren ZhouVenkatram VishwanathPublished in: USENIX ATC (2024)
Keyphrases
- training process
- artificial intelligence
- neural network
- expert systems
- intelligent systems
- supervised learning
- information processing
- training set
- knowledge representation
- selection algorithm
- online learning
- ai systems
- knowledge representation and reasoning
- ai planning
- selection strategy
- parallel implementation
- serious games
- semi supervised
- hidden markov models
- machine learning
- data mining