IEEE

HPC-in-Containers: A Containerized Parallel Environment for Parallel Programming Learning Using Docker

Abstract: This paper presents HPC-in-Containers, a novel containerized parallel computing environment using Docker. It is designed to facilitate learning parallel programming concepts, where users do ...
blockchain

NVIDIA Integrates CUDA Tile Backend for OpenAI Triton GPU Programming

NVIDIA's new CUDA Tile IR backend for OpenAI Triton enables Python developers to access Tensor Core performance without CUDA expertise. Requires Blackwell GPUs. NVIDIA has released Triton-to-TileIR, a ...
IEEE

Large-Scale Electromagnetic Scattering Analysis via Finite Element Method with MPI-CUDA Hybrid Parallel Acceleration on Heterogeneous Supercomputer

Abstract: This work presents a hybrid parallel finite element method (FEM) combining compute unified device architecture (CUDA)-based graphic processing unit (GPU) acceleration with message passing ...
GitHub

Can Large Language Models Predict Parallel Code Performance?

We took this version of HeCBench and are modifying it to build the CUDA and OMP codes to gather their roofline performance data. So far we have a large portion of the CUDA and OMP codes building ...