MAGIS: Memory Optimization via Coordinated Graph Transformation and Scheduling for DNN.
Renze ChenZijian DingSize ZhengChengrui ZhangJingwen LengXuanzhe LiuYun LiangPublished in: ASPLOS (3) (2024)
Keyphrases
- graph transformation
- scheduling problem
- optimization process
- vehicle routing
- dynamic optimization
- optimization algorithm
- global optimization
- neural network
- round robin
- cooperative
- main memory
- combinatorial optimization
- memory requirements
- optimization methods
- optimization method
- optimization problems
- discrete optimization
- dynamic scheduling
- constrained optimization
- resource constraints
- memory usage
- evolutionary algorithm
- data sets