High-level hardware feature extraction for GPU performance prediction of stencils.
Toomas RemmelgBastian HagedornLu LiMichel SteuwerSergei GorlatchChristophe DubachPublished in: GPGPU@PPoPP (2020)
Keyphrases
- feature extraction
- high level
- real time
- graphics hardware
- low level
- image processing
- preprocessing
- graphics processing units
- higher level
- prediction accuracy
- prediction model
- graphics processors
- graphics cards
- low cost
- prediction error
- parallel computation
- pattern classification
- feature vectors
- discriminant analysis
- face recognition
- prediction algorithm
- massively parallel
- texture analysis
- parallel implementation
- computing systems
- image classification
- source code
- extracted features
- wavelet transform
- hardware architecture
- frequency domain
- gpu accelerated
- parallel hardware
- heterogeneous computing
- high level programming