Exploiting High-Bandwidth Memory for FPGA-Acceleration of Inference on Sum-Product Networks.
Lukas WeberJohannes WirthLukas SommerAndreas KochPublished in: IPDPS Workshops (2022)
Keyphrases
- high bandwidth
- sum product
- message passing
- end to end
- low latency
- belief propagation
- application specific
- high density
- high speed
- max product
- real time
- mobile terminals
- graphical models
- general purpose
- probabilistic inference
- ibm eservertm
- bayesian networks
- field programmable gate array
- hardware implementation
- hardware design
- virtual machine
- belief networks
- markov random field
- low cost