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Hyperparameter autotuning of programs with HybridTuner

Journal Article · · Annals of Mathematics and Artificial Intelligence
Not provided.
Research Organization:
Carnegie Mellon Univ., Pittsburgh, PA (United States)
Sponsoring Organization:
USDOE
OSTI ID:
1981485
Journal Information:
Annals of Mathematics and Artificial Intelligence, Journal Name: Annals of Mathematics and Artificial Intelligence Journal Issue: 2-3 Vol. 91; ISSN 1012-2443
Publisher:
Springer
Country of Publication:
United States
Language:
English

References (30)

A hybrid simplex search and particle swarm optimization for unconstrained optimization journal September 2007
A Simplex Method for Function Minimization journal January 1965
The irace package: Iterated racing for automatic algorithm configuration journal January 2016
Asynchronous parallel hybrid optimization combining DIRECT and GSS journal October 2010
Sequential Model-Based Optimization for General Algorithm Configuration book January 2011
Autotuning GPU Compiler Parameters Using OpenTuner conference October 2015
ParamILS: An Automatic Algorithm Configuration Framework journal October 2009
Algorithm 856: APPSPACK 4.0: asynchronous parallel pattern search for derivative-free optimization journal September 2006
Active Harmony: Towards Automated Performance Tuning conference January 2002
Automated empirical optimizations of software and the ATLAS project journal January 2001
UOBYQA: unconstrained optimization by quadratic approximation journal May 2002
A Survey on Compiler Autotuning using Machine Learning journal January 2019
Derivative-free optimization: a review of algorithms and comparison of software implementations journal July 2012
Cobayn
  • Ashouri, Amir Hossein; Mariani, Giovanni; Palermo, Gianluca
  • ACM Transactions on Architecture and Code Optimization, Vol. 13, Issue 2 https://doi.org/10.1145/2928270
journal June 2016
XSEDE: Accelerating Scientific Discovery journal September 2014
Bridges: a uniquely flexible HPC resource for new communities and data analytics
  • Nystrom, Nicholas A.; Levine, Michael J.; Roskies, Ralph Z.
  • Proceedings of the 2015 XSEDE Conference on Scientific Advancements Enabled by Enhanced Cyberinfrastructure - XSEDE '15 https://doi.org/10.1145/2792745.2792775
conference January 2015
Extreme compass and Dynamic Multi-Armed Bandits for Adaptive Operator Selection conference May 2009
OpenTuner: an extensible framework for program autotuning
  • Ansel, Jason; Kamil, Shoaib; Veeramachaneni, Kalyan
  • Proceedings of the 23rd international conference on Parallel architectures and compilation - PACT '14 https://doi.org/10.1145/2628071.2628092
conference January 2014
SNOBFIT -- Stable Noisy Optimization by Branch and Fit journal July 2008
On the efficiency of nature-inspired metaheuristics in expensive global optimization with limited budget journal January 2018
Tuning BARON using derivative-free optimization algorithms journal March 2018
An Improved Magma Gemm For Fermi Graphics Processing Units journal September 2010
Equation of State Calculations by Fast Computing Machines journal June 1953
Continuous learning of compiler heuristics journal January 2013
Fast implementation of DGEMM on Fermi GPU
  • Tan, Guangming; Li, Linchuan; Triechle, Sean
  • Proceedings of 2011 International Conference for High Performance Computing, Networking, Storage and Analysis on - SC '11 https://doi.org/10.1145/2063384.2063431
conference January 2011
Analyzing bandit-based adaptive operator selection mechanisms journal September 2010
A particle swarm pattern search method for bound constrained global optimization journal February 2007
Review and comparison of algorithms and software for mixed-integer derivative-free optimization journal September 2021
GPU parameter tuning for tall and skinny dense linear least squares problems journal October 2018
PetaBricks: a language and compiler for algorithmic choice conference January 2009

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