G-Sparse: Compiler-Driven Acceleration for Generalized Sparse Computation for Graph Neural Networks on Modern GPUs.
Yue JinChengying HuanHeng ZhangYongchao LiuShuaiwen Leon SongRui ZhaoYao ZhangChanghua HeWenguang ChenPublished in: PACT (2023)
Keyphrases
- neural network
- high dimensional
- general purpose
- gaussian graphical models
- sparse data
- sparse representation
- structured data
- compressed sensing
- graph model
- data driven
- programming language
- back propagation
- software systems
- graphical models
- directed graph
- parallel processing
- neural nets
- multi layer
- fuzzy logic
- compressive sensing
- parallel computation
- artificial neural networks
- eigenvalue decomposition
- pattern recognition