LightOn Optical Processing Unit: Scaling-up AI and HPC with a Non von Neumann co-processor.
Charles BrossolletAlessandro CappelliIgor CarronCharidimos ChaintoutisAmélie ChatelainLaurent DaudetSylvain GiganDaniel HesslowFlorent KrzakalaJulien LaunaySafa MokaadiFabien MoreauKilian MüllerRuben OhanaGustave ParienteIacopo PoliGiuseppe Luca TommasonePublished in: CoRR (2021)
Keyphrases
- von neumann
- processing units
- parallel processing
- high performance computing
- computing systems
- parallel computing
- graphics processing units
- artificial intelligence
- expected utility
- case based reasoning
- massively parallel
- robust optimization
- fault tolerance
- machine learning
- general purpose
- decision theory
- sufficient conditions
- computer systems
- optimal strategy
- training set
- decision making