Graft: Efficient Inference Serving for Hybrid Deep Learning with SLO Guarantees via DNN Re-alignment.
Jing WuLin WangQirui JinFangming LiuPublished in: CoRR (2023)
Keyphrases
- deep learning
- efficient inference
- probabilistic inference
- machine learning
- conditional random fields
- unsupervised learning
- fully connected
- markov random field
- structured prediction
- graph structure
- weakly supervised
- human pose estimation
- approximate inference
- exact inference
- hidden variables
- bayesian networks
- higher order
- semi supervised