Orca: A Distributed Serving System for Transformer-Based Generative Models.
Gyeong-In YuJoo Seong JeongGeon-Woo KimSoojeong KimByung-Gon ChunPublished in: OSDI (2022)
Keyphrases
- generative model
- probabilistic model
- mixture model
- discriminative models
- discriminative learning
- conditional random fields
- hierarchical hidden markov models
- prior knowledge
- em algorithm
- maximum entropy principle
- hidden variables
- generative and discriminative models
- object categories
- topic models
- semi supervised
- maximum entropy
- multiscale
- representational power
- boltzmann machine
- higher order
- similarity measure
- active learning
- naive bayes models
- machine learning