Lightning: A Reconfigurable Photonic-Electronic SmartNIC for Fast and Energy-Efficient Inference.
Zhizhen ZhongMingran YangJay LangChristian WilliamsLiam KronmanAlexander SluddsHoma EsfahanizadehDirk R. EnglundManya GhobadiPublished in: SIGCOMM (2023)
Keyphrases
- efficient inference
- probabilistic inference
- fully connected
- markov random field
- exact inference
- conditional random fields
- approximate inference
- hidden variables
- structured prediction
- human pose estimation
- graph structure
- markov networks
- graphical models
- factor graphs
- conditional probabilities
- junction tree
- neural network
- linear models
- computer vision