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A Comparison of xPU Platforms Exemplified with Ray Tracing Algorithms

Rafael Huff, Thomas Gierlinger, Arjan Kuijper, Andre Stork, Dieter Fellner

Tags: 3D Graphics and Realism, Computer science, CUDA, nVidia, OpenCL, Raytracing

July 22, 2011 by hgpu

A History-Based Performance Prediction Model with Profile Data Classification for Automatic Task Allocation in Heterogeneous Computing Systems

Katsuto Sato, Kazuhiko Komatsu, Hiroyuki Takizawa, Hiroaki Kobayashi

Tags: Computer science, Heterogeneous systems, OpenCL, Performance, Programming techniques

July 22, 2011 by hgpu

Hybrid OpenCL: Enhancing OpenCL for Distributed Processing

Ryo Aoki, Shuichi Oikawa, Takashi Nakamura, Satoshi Miki

Tags: Code generation, Computer science, GPU cluster, MPI, OpenCL

July 22, 2011 by hgpu

A self-organization based optical flow estimator with GPU implementation (thesis)

Manish Shiralkar

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Tags: Computer science, Computer vision, CUDA, nVidia, nVidia GeForce GTX 480, nVidia Quadro FX 5600, nVidia Quadro NVS 140 M, Optical flow, Self-organizing map, Tesla T10, Thesis

July 22, 2011 by hgpu

A self-organization based optical flow estimator with GPU implementation

Manish Shiralkar, Robert Schalkoff

Tags: Computer science, Computer vision, CUDA, nVidia, nVidia GeForce GTX 480, nVidia Quadro FX 5600, nVidia Quadro NVS 140 M, Optical flow, Self-organizing map, Tesla T10, Thesis

July 22, 2011 by hgpu

Parallelizing the Cellular Potts Model on graphics processing units

Jose J. Tapia, Roshan M. D'Souza

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Tags: Biology, Computational biology, CUDA, nVidia, Tesla C1060

July 22, 2011 by hgpu

A refactoring tool to extract GPU kernels

Kostadin Damevski, Madhan Muralimanohar

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Tags: Code generation, Compilers, Computer science, CUDA, nVidia, Presentation

July 22, 2011 by hgpu

Molecular Dynamics Simulations Using Graphics Processing Units

John A. Baker, Jonathan D. Hirst

Tags: Biomolecules, Chemistry, Molecular dynamics, Molecular modeling

July 22, 2011 by hgpu

Parallel Implementation of the Heisenberg Model Using Monte Carlo on GPGPU

Alessandra Campos, J. Pecanha, Patricia Pampanelli, Rafael de Almeida, Marcelo Lobosco, Marcelo Vieira, Socrates de O. Dantas

Tags: Computational Physics, Heisenberg model, Mesoscale and Nanoscale Physics, Monte Carlo simulation, Physics

July 22, 2011 by hgpu

Parallel computing of 3D smoking simulation based on OpenCL heterogeneous platform

Zhiyong Yuan, Weixin Si, Xiangyun Liao, Zhaoliang Duan, Yihua Ding, Jianhui Zhao

Tags: Computer science, Fluid dynamics, Heterogeneous systems, Navier-Stokes equations, NSEs, OpenCL, Real-time graphics, Rendering

July 22, 2011 by hgpu

GLOpenCL: OpenCL support on hardware- and software-managed cache multicores

Konstantis Daloukas, Christos D. Antonopoulos, Nikolaos Bellas

Tags: Code generation, Compilers, Computer science, Heterogeneous systems, OpenCL

July 22, 2011 by hgpu

RTSL: a Ray Tracing Shading Language

Steven G. Parker, Solomon Boulos, James Bigler, Austin Robison

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Tags: Computer science, GLSL, High-level Languages, MPI, OpenGL, Programming techniques, Raytracing, Rendering

July 20, 2011 by hgpu

AutoPass: Evidence-Guided LLM Agents for Compiler Performance Tuning

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

CUDA Kernel Fusion Benchmarks

Analyzing the Impact of Kernel Fusion on GPU Tensor Operation Performance: A Systematic Performance Study

IntelliKit: Agent-first tooling for AMD hardware

Kerncap: Automated Kernel Extraction and Isolation for AMD GPUs

DITRON: Distributed Compiler based on Triton for Parallel Systems

DITRON: Distributed Multi-level Tiling Compiler for Parallel Tensor Programs

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

Agentic Code Optimization via Compiler-LLM Cooperation

See all packages

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high performance computing on graphics processing units: hgpu.org

Applications

A Comparison of xPU Platforms Exemplified with Ray Tracing Algorithms

A History-Based Performance Prediction Model with Profile Data Classification for Automatic Task Allocation in Heterogeneous Computing Systems

Hybrid OpenCL: Enhancing OpenCL for Distributed Processing

A self-organization based optical flow estimator with GPU implementation (thesis)

A self-organization based optical flow estimator with GPU implementation

Parallelizing the Cellular Potts Model on graphics processing units

A refactoring tool to extract GPU kernels

Molecular Dynamics Simulations Using Graphics Processing Units

Parallel Implementation of the Heisenberg Model Using Monte Carlo on GPGPU

Parallel computing of 3D smoking simulation based on OpenCL heterogeneous platform

GLOpenCL: OpenCL support on hardware- and software-managed cache multicores

RTSL: a Ray Tracing Shading Language

Recent source codes

AutoPass: Evidence-Guided LLM Agents for Compiler Performance Tuning

Probe-and-Refine Tuning of Repository Guidance for AI Coding Agents

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

Agentic Code Optimization via Compiler-LLM Cooperation

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