Efficient Inference on GPUs for the Sparse Deep Neural Network Graph Challenge 2020.
Mert HidayetogluCarl PearsonVikram Sharma MailthodyEiman EbrahimiJinjun XiongRakesh NagiWen-mei W. HwuPublished in: CoRR (2020)
Keyphrases
- efficient inference
- graph structure
- neural network
- fully connected
- probabilistic inference
- conditional random fields
- exact inference
- approximate inference
- markov random field
- activation function
- graphical models
- hidden variables
- random walk
- structured prediction
- neural network model
- directed graph
- neural nets
- back propagation
- high dimensional
- junction tree
- human pose estimation
- markov networks
- feed forward
- belief propagation
- artificial neural networks