Varuna: scalable, low-cost training of massive deep learning models.
Sanjith AthlurNitika SaranMuthian SivathanuRamachandran RamjeeNipun KwatraPublished in: EuroSys (2022)
Keyphrases
- learning models
- low cost
- machine learning
- learning algorithm
- learning tasks
- loss function
- machine learning algorithms
- learning problems
- learning paradigms
- conditional random fields
- supervised learning
- semi supervised learning
- training set
- training examples
- classification models
- hidden markov models
- active learning
- image processing
- data mining