Overlap Communication with Dependent Computation via Decomposition in Large Deep Learning Models.
Shibo WangJinliang WeiAmit SabneAndy DavisBerkin IlbeyiBlake HechtmanDehao ChenKarthik Srinivasa MurthyMarcello MaggioniQiao ZhangSameer KumarTongfei GuoYuanzhong XuZongwei ZhouPublished in: ASPLOS (1) (2023)
Keyphrases
- learning models
- machine learning
- semi supervised learning
- learning algorithm
- machine learning algorithms
- learning tasks
- conditional random fields
- loss function
- classification models
- learning paradigms
- learning problems
- machine learning models
- probabilistic model
- data sets
- information extraction
- higher order
- hidden markov models
- reinforcement learning
- decision trees
- sparse metric learning