Performance Trade-offs in Weight Quantization for Memory-Efficient Inference.
Pablo M. TostadoBruno U. PedroniGert CauwenberghsPublished in: AICAS (2019)
Keyphrases
- efficient inference
- trade off
- probabilistic inference
- conditional random fields
- markov random field
- fully connected
- hidden variables
- approximate inference
- human pose estimation
- graphical models
- graph structure
- markov networks
- computational complexity
- pairwise
- structured prediction
- higher order
- learning algorithm
- exact inference
- belief networks
- regression model