• Autotuning CUDA: Applying NLP Techniques to LS-CAT 

      Bjertnes, Lars; Tørring, Jacob Odgård; Elster, Anne C. (Peer reviewed; Journal article, 2021)
      The abstract relation between hardware parameters and program performance makes setting program parameters a difficult task. Without autotuning, software can miss low-level optimizations, resulting in lower performance. ...
    • BAT: A Benchmark suite for AutoTuners 

      Sund, Ingunn; Kirkhorn, Knut Aasgaard; Tørring, Jacob Odgård; Elster, Anne C. (Peer reviewed; Journal article, 2021)
      An autotuner takes a parameterized code as input and tries to optimize the code by finding the best possible values for a given architecture. To our knowledge, there are currently no standardized benchmark suites for ...
    • Optimization Techniques for Auto-tuning GPUs: An Empirical Study of Image-based GPU Kernels 

      Tørring, Jacob Odgård (Master thesis, 2020)
      Med den moderne utviklingen av datamaskinarkitektur, spesielt med utviklingen av akseleratorer slik som GPUer(Graphics Processing Unit), så blir det stadig vanskeligere å skrive effektive programmer. Når disse arkitekturene ...