GNNHLS: Evaluating Graph Neural Network Inference via High-Level Synthesis.
Chenfeng ZhaoZehao DongYixin ChenXuan ZhangRoger D. ChamberlainPublished in: ICCD (2023)
Keyphrases
- high level synthesis
- neural network
- graph representation
- artificial neural networks
- directed graph
- graph structure
- graph theory
- neural network model
- random walk
- probabilistic inference
- structured data
- parallel architecture
- back propagation
- computer systems
- bayesian networks
- genetic algorithm
- machine learning
- power consumption
- belief networks
- data processing
- case study
- image processing
- design space exploration