Graphite: optimizing graph neural networks on CPUs through cooperative software-hardware techniques.
Zhangxiaowen GongHouxiang JiYao YaoChristopher W. FletcherChristopher J. HughesJosep TorrellasPublished in: ISCA (2022)
Keyphrases
- graph mining
- neural network
- cooperative
- computer systems
- hardware design
- software implementation
- embedded systems
- hardware platforms
- personal computer
- software development
- computing platform
- low cost
- hardware designs
- multi agent systems
- blue gene
- computer hardware
- real time
- genetic algorithm
- commodity hardware
- control software
- dedicated hardware
- industry standard
- hardware software
- pattern recognition
- software systems
- computing systems
- general purpose
- fuzzy logic
- high end
- hardware and software
- user interface
- software developers
- commercial off the shelf
- source code
- graphics processors
- software architecture
- abstraction layer
- control unit
- instruction set
- computer software
- hardware implementation
- weighted graph
- artificial neural networks
- multi agent