Unleashing the Potential of PIM: Accelerating Large Batched Inference of Transformer-Based Generative Models.
Jaewan ChoiJaehyun ParkKwanhee KyungNam Sung KimJung Ho AhnPublished in: HPCA (2024)
Keyphrases
- generative model
- boltzmann machine
- probabilistic model
- representational power
- mixture model
- parameter learning
- discriminative models
- bayesian framework
- discriminative learning
- hierarchical hidden markov models
- conditional random fields
- semi supervised
- hidden variables
- latent dirichlet allocation
- maximum entropy principle
- probabilistic inference
- object categories
- em algorithm
- prior knowledge
- posterior probability
- generative and discriminative models
- structured prediction
- bayesian networks
- maximum likelihood