DeepFreeze: Towards Scalable Asynchronous Checkpointing of Deep Learning Models.
Bogdan NicolaeJiali LiJustin M. WozniakGeorge BosilcaMatthieu DorierFranck CappelloPublished in: CCGRID (2020)
Keyphrases
- learning models
- loss function
- machine learning
- machine learning algorithms
- learning tasks
- distributed databases
- learning algorithm
- machine learning models
- semi supervised learning
- classification models
- learning problems
- learning paradigms
- sparse metric learning
- data sets
- conditional random fields
- real world
- higher order
- hidden markov models
- k means
- decision trees
- image processing
- information retrieval