SGQuant: Squeezing the Last Bit on Graph Neural Networks with Specialized Quantization.
Boyuan FengYuke WangXu LiShu YangXueqiao PengYufei DingPublished in: CoRR (2020)
Keyphrases
- neural network
- pattern recognition
- adaptive quantization
- artificial neural networks
- general purpose
- uniform quantization
- fuzzy logic
- structured data
- weighted graph
- graph structure
- genetic algorithm
- graph representation
- directed graph
- feed forward
- graph matching
- bipartite graph
- graph theory
- neural network model
- directed acyclic graph
- graph databases
- quantization error
- random walk
- back propagation
- lookup table
- color quantization
- graph construction
- graph theoretic
- connected components
- activation function
- spanning tree
- graph model