Inspect-GPU: A Software to Evaluate Performance Characteristics of CUDA Kernels Using Microbenchmarks and Regression Models.
Gargi AlavaniSantonu SarkarPublished in: ICSOFT (2023)
Keyphrases
- regression model
- gpu implementation
- parallel implementation
- regression methods
- prediction model
- regression analysis
- source code
- model selection
- gaussian process
- gpu accelerated
- parallel computing
- graphics processors
- linear regression model
- linear model
- graphics hardware
- real time
- software systems
- general purpose
- generalized linear models
- interval valued data
- multivariate regression
- survival analysis
- regression trees
- software projects
- target variable
- support vector
- software development
- compute unified device architecture
- generalized linear
- explanatory variables
- software maintenance
- gaussian processes
- parallel programming
- regression method
- parallel computation
- development process
- support vector regression
- parallel algorithm
- kernel function