Photonic Reconfigurable Accelerators for Efficient Inference of CNNs with Mixed-Sized Tensors.
Sairam Sri VatsavaiIshan G. ThakkarPublished in: CoRR (2022)
Keyphrases
- efficient inference
- probabilistic inference
- field programmable gate array
- fully connected
- markov random field
- conditional random fields
- high order
- structured prediction
- human pose estimation
- approximate inference
- graph structure
- hardware implementation
- exact inference
- markov networks
- linear models
- neural network
- message passing
- graphical models
- higher order
- factor graphs
- hidden markov models