7 citations · 14 across the 3 of their papers we have counts for
3 papers
Mojo: MLIR-Based Performance-Portable HPC Science Kernels on GPUs for the Python Ecosystem
William F. Godoy, Tatiana Melnichenko, Pedro Valero-Lara +5
We explore the performance and portability of the novel Mojo language for scientific computing workloads on GPUs. As the first language based on the LLVM's Multi-Level Intermediate…
Julia as a unifying end-to-end workflow language on the Frontier exascale system
William F. Godoy, Pedro Valero-Lara, Caira Anderson +4
We evaluate Julia as a single language and ecosystem paradigm powered by LLVM to develop workflow components for high-performance computing. We run a Gray-Scott, 2-variable diffusi…
Comparing Llama-2 and GPT-3 LLMs for HPC kernels generation
Pedro Valero-Lara, Alexis Huante, Mustafa Al Lail +4
We evaluate the use of the open-source Llama-2 model for generating well-known, high-performance computing kernels (e.g., AXPY, GEMV, GEMM) on different parallel programming models…