Multi-objective autotuning of MobileNets across the full software/hardware stack.
Anton LokhmotovNikolay ChunosovFlavio VellaGrigori FursinPublished in: ReQuEST@ASPLOS (2018)
Keyphrases
- multi objective
- computer systems
- embedded systems
- hardware software
- hardware design
- multi objective optimization
- evolutionary algorithm
- optimization algorithm
- software implementation
- hardware and software
- low cost
- control software
- hardware platforms
- blue gene
- software development
- real time
- computer hardware
- dedicated hardware
- personal computer
- objective function
- source code
- software architecture
- digital signal processing
- pareto optimal
- software tools
- particle swarm optimization
- industry standard
- hardware designs
- bi objective
- multiobjective optimization
- computing systems
- data flow
- multiple objectives
- commercial off the shelf
- hardware description language
- multi objective evolutionary
- abstraction layer
- control unit
- conflicting objectives
- hardware architecture
- computing platform
- software developers
- nsga ii
- open source
- user interface
- case study
- genetic algorithm
- neural network