GPU code optimization using abstract kernel emulation and sensitivity analysis.
Changwan HongAravind Sukumaran-RajamJinsung KimPrashant Singh RawatSriram KrishnamoorthyLouis-Noël PouchetFabrice RastelloP. SadayappanPublished in: PLDI (2018)
Keyphrases
- sensitivity analysis
- decision variables
- managerial insights
- variational inequalities
- influence diagrams
- global optimization
- kernel machines
- optimization problems
- high level
- support vector
- optimization algorithm
- source code
- kernel methods
- optimization method
- evolutionary algorithm
- image sequences
- graphics hardware
- gpu accelerated
- real time