high performance computing on graphics processing units: hgpu.org

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Resolution of the Vlasov-Maxwell system by PIC Discontinuous Galerkin method on GPU with OpenCL

Anais Crestetto, Philippe Helluy

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Tags: ATI, ATI Radeon HD 5750, Electrodynamics, Maxwell's equations, nVidia, nVidia GeForce GTX 470, OpenCL, Particle-in-cell methods

September 24, 2012 by hgpu

A Hardware-Accelerated Parallel Implementation of a Two-Dimensional Scheme for Free Surface Flows

Jacek A. Jankowski

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Tags: Algorithms, CUDA, Finite difference, Fluid dynamics, MPI, nVidia, nVidia GeForce GTX 480

September 24, 2012 by hgpu

ACO on Multiple GPUs with CUDA for Faster Solution of QAPs

Shigeyoshi Tsutsui

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Tags: Algorithms, Computer science, CUDA, nVidia, nVidia GeForce GTX 480

September 24, 2012 by hgpu

GPU-based Offset Surface Computation using Point Samples

Charlie C. L. Wang, Dinesh Manocha

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Tags: Algorithms, CAD, Computer science, CUDA, nVidia, nVidia GeForce GTX 580

September 24, 2012 by hgpu

Exploring Multi-level Parallelism for Large-Scale Spiking Neural Networks

Vivek K. Pallipuram, Melissa C. Smith, Nimisha Raut, Xiaoyu Ren

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Tags: Computer science, CUDA, GPU cluster, Heterogeneous systems, MPI, Neural networks, nVidia, Tesla M2070

September 23, 2012 by hgpu

Adaptive Treelet Meshes for Efficient Streak-Surface Visualization on the GPU

Raphael Fuchs, Benjamin Schindler, Robert Carnecky, Jurgen Waser, Yun Jang, Ronald Peikert

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Tags: 3D Graphics and Realism, Algorithms, Computer science, CUDA, nVidia, nVidia GeForce GTX 470, Rendering, Visualization

September 23, 2012 by hgpu

Task Performance with List-Mode Data

Luca Caucci

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Tags: Algorithms, Computer science, Data acquisition, Image reconstruction, Medicine, nVidia, nVidia GeForce 9800 GX2, nVidia GeForce GTX 295, Tesla C1060, Tesla C2050, Thesis, Tomography

September 23, 2012 by hgpu

A Quantitative Study of Irregular Programs on GPUs

Martin Burtscher, Rupesh Nasre, Keshav Pingali

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Tags: Benchmarking, Computer science, CUDA, nVidia, nVidia Quadro FX 6000, Performance

September 23, 2012 by hgpu

Computing of high breakdown regression estimators without sorting on graphics processing units

G. Beliakov, M. Johnstone, S. Nahavandi

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Tags: Computer science, CUDA, nVidia, Tesla C2050

September 22, 2012 by hgpu

SpMV: A Memory-Bound Application on the GPU Stuck Between a Rock and a Hard Place

John D. Davis, Eric S. Chung

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Tags: Computer science, CUDA, nVidia, nVidia GeForce GTX 580, nVidia GeForce GTX 680, Sparse matrix

September 22, 2012 by hgpu

Overlapping computation and communication of three-dimensional FDTD on a GPU cluster

Ki-Hwan Kim, Q-Han Park

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Tags: Computer science, FDTD, Finite-difference time-domain, GPU cluster, nVidia, OpenCL, Tesla C2075

September 22, 2012 by hgpu

Exploration of Parallelization Frameworks for Computational Finance

Raj B Krishnamurthy, Ikubin Chin, Anjil Chinnapatlolla

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Tags: Computational finance, Finance, OpenCL

September 22, 2012 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

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high performance computing on graphics processing units: hgpu.org

Programming

Resolution of the Vlasov-Maxwell system by PIC Discontinuous Galerkin method on GPU with OpenCL

A Hardware-Accelerated Parallel Implementation of a Two-Dimensional Scheme for Free Surface Flows

ACO on Multiple GPUs with CUDA for Faster Solution of QAPs

GPU-based Offset Surface Computation using Point Samples

Exploring Multi-level Parallelism for Large-Scale Spiking Neural Networks

Adaptive Treelet Meshes for Efficient Streak-Surface Visualization on the GPU

Task Performance with List-Mode Data

A Quantitative Study of Irregular Programs on GPUs

Computing of high breakdown regression estimators without sorting on graphics processing units

SpMV: A Memory-Bound Application on the GPU Stuck Between a Rock and a Hard Place

Overlapping computation and communication of three-dimensional FDTD on a GPU cluster

Exploration of Parallelization Frameworks for Computational Finance

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

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