Block Convolution: Towards Memory-Efficient Inference of Large-Scale CNNs on FPGA.
Gang LiZejian LiuFanrong LiJian ChengPublished in: CoRR (2021)
Keyphrases
- efficient inference
- probabilistic inference
- conditional random fields
- fully connected
- markov random field
- hidden variables
- structured prediction
- hardware implementation
- markov networks
- human pose estimation
- approximate inference
- linear models
- hidden markov models
- information extraction
- graphical models
- factor graphs