Analyzing Search Techniques for Autotuning Image-based GPU Kernels: The Impact of Sample Sizes.
Jacob O. TørringAnne C. ElsterPublished in: CoRR (2022)
Keyphrases
- sample size
- search algorithm
- model selection
- confidence intervals
- statistical power
- finite sample
- random sampling
- search space
- small sample
- statistical tests
- variance reduction
- statistical analysis
- real time
- experimental design
- covariance matrix
- parallel computing
- parallel implementation
- kernel methods
- experimental data
- cross validation
- upper bound
- machine learning
- data mining