Created by W.Langdon from gp-bibliography.bib Revision:1.8010
This paper introduces OpenTuner, a new open source framework for building domain-specific multi-objective program autotuners. OpenTuner supports fully-customizable configuration representations, an extensible technique representation to allow for domain-specific techniques, and an easy to use interface for communicating with the program to be autotuned. A key capability inside OpenTuner is the use of ensembles of disparate search techniques simultaneously; techniques that perform well will dynamically be allocated a larger proportion of tests. We demonstrate the efficacy and generality of OpenTuner by building auto-tuners for 7 distinct projects and 16 total benchmarks, showing speedups over prior techniques of these projects of up to 2.8 fold with little programmer effort.",
GCC_FLAGS GCC_PARAMS. AUC Bandit
Multiple simultaneous search.
time, accuracy, energy, size, confidence. GCC/G++ Flags: fft.c, matrixmultiply.cpp, raytracer.cpp, tsp_ga.cpp Halide: Blur, Wavelet, Bilateral. Linpack PetaBricks: Poisson, Sort, Strassen, Tridiagonal Solver. Stencil, Laplacian, Stencil, Unitary Matrix, Mario",
Genetic Programming entries for Jason Ansel Shoaib Kamil Kalyan Veeramachaneni Jonathan Ragan-Kelley Jeffrey Bosboom Una-May O'Reilly Saman Amarasinghe