high performance computing on graphics processing units: hgpu.org

Abtin Rahimian, Ilya Lashuk, Shravan Veerapaneni, Aparna Chandramowlishwaran, Dhairya Malhotra, Logan Moon, Rahul Sampath, Aashay Shringarpure, Jeffrey Vetter, Richard Vuduc, Denis Zorin, George Biros

View

Download (PDF)

Tags: CUDA, Fluid dynamics, GPU cluster, Medicine, MPI, N-body simulation, nVidia, Tesla S1070

April 28, 2011 by hgpu

Three-Dimensional Image Warping on Programmable Graphics Hardware

Zhongding Jiang, Tien-tsin Wong, Hujun Bao

View

Download (PDF)

Tags: ATI, ATI Radeon 9700 Pro, Compression, Image processing, Matrix multiplication, OpenGL, Optical flow, Rendering

April 28, 2011 by hgpu

An 80-Fold Speedup, 15.0 TFlops Full GPU Acceleration of Non-Hydrostatic Weather Model ASUCA Production Code

Takashi Shimokawabe, Takayuki Aoki, Chiashi Muroi, Junichi Ishida, Kohei Kawano, Toshio Endo, Akira Nukada, Naoya Maruyama, Satoshi Matsuoka

View

Download (PDF)

Tags: CUDA, Earth and Space Sciences, GPU cluster, nVidia, Tesla S1070, Weather Prediction Model

April 28, 2011 by hgpu

Computer-Generated Marbling Textures: A GPU-Based Design System

Xiaogang Jin, Shaochun Chen, Xiaoyang Mao

View

Download (PDF)

Tags: Fluid dynamics, Image generation, Navier-Stokes equations, NSEs, nVidia, nVidia GeForce 7800 GS, OpenGL

April 27, 2011 by hgpu

CUDAnalyst (CUDA + Analyst)

Towards Feedback-to-Plan Decisions for Self-Evolving LLM Agents in CUDA Kernel Generation

CodegenBench

CodegenBench: Can LLMs Write Efficient Code Across Architectures?

KernelBenchX: A Comprehensive Benchmark for Evaluating LLM-Generated GPU Kernels

CuTile Benchmark Suite: Performance and Productivity Tradeoffs for GPU Kernel Programming on Blackwell Architecture

Evaluating CUDA Tile for AI Workloads on Hopper and Blackwell GPUs

Device Virtual Machine (DVM)

DVM: Real-Time Kernel Generation for Dynamic AI Models

MegaTrain: Full Precision Training of 100B+ Parameter Large Language Models on a Single GPU

Agentic Code Optimization via Compiler-LLM Cooperation

See all packages

* * *

high performance computing on graphics processing units: hgpu.org

Applications

Finite temperature lattice QCD with GPUs

Accelerating DNA analysis applications on GPU clusters

Aeolian Sand Movement and Interacting with Vegetation: A GPU Based Simulation and Visualization Method

GPU acceleration of linear systems for computational electromagnetic simulations

MATLAB graphical interface for GPU based FDTD method

GPU Ray Casting with Arbitrary Shaped Proxy

GPU implementation of the pixel purity index algorithm for hyperspectral image analysis

Multi-Pass and Frame Parallel Algorithms of Motion Estimation in H.264/AVC for Generic GPU

Petascale Direct Numerical Simulation of Blood Flow on 200K Cores and Heterogeneous Architectures

Three-Dimensional Image Warping on Programmable Graphics Hardware

An 80-Fold Speedup, 15.0 TFlops Full GPU Acceleration of Non-Hydrostatic Weather Model ASUCA Production Code

Computer-Generated Marbling Textures: A GPU-Based Design System

Recent source codes

CUDAnalyst (CUDA + Analyst)

CodegenBench

KernelBenchX: A Comprehensive Benchmark for Evaluating LLM-Generated GPU Kernels

CUDA Kernel Fusion Benchmarks

IntelliKit: Agent-first tooling for AMD hardware

DITRON: Distributed Compiler based on Triton for Parallel Systems

CuTile Benchmark Suite: Performance and Productivity Tradeoffs for GPU Kernel Programming on Blackwell Architecture

Device Virtual Machine (DVM)

MegaTrain: Full Precision Training of 100B+ Parameter Large Language Models on a Single GPU

Agentic Code Optimization via Compiler-LLM Cooperation

Most viewed papers (last 30 days)