Evaluating performance and portability of high-level programming models: Julia, Python/Numba, and Kokkos on exascale nodes

10 March 2023

Papers citing "Evaluating performance and portability of high-level programming models: Julia, Python/Numba, and Kokkos on exascale nodes"

6 / 6 papers shown

Title
Understanding Data Movement in AMD Multi-GPU Systems with Infinity Fabric Gabin Schieffer Ruimin Shi Stefano Markidis Andreas Herten Jennifer Faj Ivy Peng GNN 21 3 0 01 Oct 2024
Julia as a unifying end-to-end workflow language on the Frontier exascale system William F. Godoy Pedro Valero-Lara Caira Anderson Katrina W. Lee Ana Gainaru Rafael Ferreira da Silva Jeffrey S. Vetter 11 5 0 19 Sep 2023
Oceananigans.jl: A model that achieves breakthrough resolution, memory and energy efficiency in global ocean simulations Simone Silvestri G. Wagner Christopher N. Hill Matin Raayai Ardakani Johannes Blaschke ... Alan Edelman John Marshall Ali Ramadhan Andre Souza Raffaele Ferrari AI4Cl 19 0 0 13 Sep 2023
Comparing Llama-2 and GPT-3 LLMs for HPC kernels generation Pedro Valero-Lara Alexis Huante Mustafa Al Lail William F. Godoy K. Teranishi Prasanna Balaprakash Jeffrey S. Vetter ELM 15 19 0 12 Sep 2023
Evaluation of OpenAI Codex for HPC Parallel Programming Models Kernel Generation William F. Godoy Pedro Valero-Lara K. Teranishi Prasanna Balaprakash Jeffrey S. Vetter ELM 29 24 0 27 Jun 2023
Benchmarking the Parallel 1D Heat Equation Solver in Chapel, Charm++, C++, HPX, Go, Julia, Python, Rust, Swift, and Java Patrick Diehl Steven R. Brandt Max Morris Nikunj Gupta Hartmut Kaiser 17 6 0 18 May 2023