PPT-GPU: performance prediction toolkit for GPUs identifying the impact of caches: extended abstract.
Yehia ArafaAbdel-Hameed A. BadawyGopinath ChennupatiNandakishore SanthiStephan J. EidenbenzPublished in: MEMSYS (2018)
Keyphrases
- extended abstract
- graphics processing units
- graphics hardware
- gpu implementation
- prediction accuracy
- general purpose
- parallel processing
- real time
- graphics processors
- prediction model
- graphics cards
- parallel programming
- prediction error
- prediction algorithm
- texture mapping
- database
- learning algorithm
- data sets
- heterogeneous computing
- parallel computing
- efficient implementation
- decision trees
- yields high quality