PowerTrain: Fast, generalizable time and power prediction models to optimize DNN training on accelerated edges.
Prashanthi S. KSaisamarth TaluriBeautlin SLakshya KarwaYogesh SimmhanPublished in: Future Gener. Comput. Syst. (2024)
Keyphrases
- training process
- prediction accuracy
- prediction model
- models built
- probabilistic model
- predictive model
- scale space
- machine learning
- statistical models
- statistical model
- edge information
- prediction error
- mathematical models
- classification models
- complex systems
- back propagation
- online learning
- training set
- training data
- decision trees