Effectively Scheduling Computational Graphs of Deep Neural Networks toward Their Domain-Specific Accelerators.
Jie ZhaoSiyuan FengXiaoqiang DanFei LiuChengke WangSheng YuanWenyuan LvQikai XiePublished in: OSDI (2023)
Keyphrases
- domain specific
- neural network
- pattern recognition
- series parallel
- scheduling problem
- general purpose
- artificial neural networks
- resource allocation
- domain independent
- neural network model
- graph representation
- graph theory
- graph theoretic
- scheduling algorithm
- self organizing maps
- round robin
- directed graph
- fault diagnosis
- neural nets
- graph structure
- multi layer
- graph model
- computing systems
- activation function
- graph matching
- graphical models