Exploration of task-based scheduling for convolutional neural networks accelerators under memory constraints.
Crefeda Faviola RodriguesGraham D. RileyMikel LujánPublished in: CF (2019)
Keyphrases
- convolutional neural networks
- resource constraints
- convolutional network
- scheduling algorithm
- scheduling problem
- meeting scheduling
- constrained optimization
- memory requirements
- main memory
- memory usage
- precedence constraints
- general purpose
- multiple objectives
- global constraints
- constraint satisfaction
- linear constraints
- computing power
- resource consumption
- low cost
- reinforcement learning