high performance computing on graphics processing units: hgpu.org

Applications

hgpu.org » Applications

High performance comparison-based sorting algorithm on many-core GPUs

Xiaochun Ye, Dongrui Fan, Wei Lin, Nan Yuan, Paolo Ienne

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Tags: Algorithms, Computer science, CUDA, nVidia, nVidia GeForce 9800 GTX, Performance, Sorting

May 30, 2011 by hgpu

VHF SAR image formation implemented on a GPU

M. Blom, P. Follo

Tags: Earth and Space Sciences, FFT, Geoscience

May 30, 2011 by hgpu

GPU-Accelerated Background Generation Algorithm with Low Latency

Julius Fabian Ohmer, Peter G. Perry, Nicholas J. Redding

Tags: Algorithms, Image processing, Image registration, OpenGL

May 30, 2011 by hgpu

Performance Acceleration of Kernel Polynomial Method Applying Graphics Processing Units

Shixun Zhang, Shinichi Yamagiwa, Masahiko Okumura, Seiji Yunoki

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Tags: Computational Physics, Condensed matter, CUDA, nVidia, Performance, Physics, Tesla C2050

May 30, 2011 by hgpu

GPU-based parallel-beam and cone-beam forward- and backprojection using CUDA

Michael Knaup, Sven Steckmann, Marc Kachelriess

Tags: CUDA, Image processing, Image reconstruction, Medicine, nVidia, Tomography

May 29, 2011 by hgpu

Performance comparison of GPU and FPGA architectures for the SVM training problem

Markos Papadonikolakis, Christos-Savvas Bouganis, George Constantinides

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Tags: Computer science, CUDA, FPGA, Machine learning, nVidia, nVidia GeForce 8500 GT, Performance

May 29, 2011 by hgpu

Fast scale invariant textured synthesis with GPU acceleration

Claire Gallagher, Francis Kelly, Anil Kokaram

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Tags: Algorithms, Image generation, Image processing, nVidia, nVidia GeForce 6800 Ultra

May 29, 2011 by hgpu

GPU-Based Ray Tracing of Splats

Rhushabh Goradia, Sriram Kashyap, Parag Chaudhuri, Sharat Chandran

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Tags: 3D Graphics and Realism, Computer science, CUDA, nVidia, nVidia GeForce GTX 275, Raytracing, Rendering

May 29, 2011 by hgpu

A Summary of Recent GPU Developments and Key Enabling Technologies for Digital Media Applications

I.M. Williams

Tags: Computer science, Performance, Review

May 29, 2011 by hgpu

Efficent multiple pass, multiple output algorithms on the GPU

Jay L. T. Cornwall

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Tags: Algorithms, Computer science, nVidia, nVidia GeForce 6800 GT, OpenGL, Performance, Programming techniques

May 29, 2011 by hgpu

Reducing IO bandwidth for GPU based moment invariant classifier systems

C.H. Messom, A.L.C. Barczak

Tags: Computer science, Image processing, Performance

May 29, 2011 by hgpu

Acceleration of Time-Domain Finite Element Method (TD-FEM) Using Graphics Processor Units (GPU)

K. Liu, Xiao-bing Wang, Yang Zhang, Cheng Liao

Tags: Electrodynamics, Electromagnetics simulation, FEM, Finite element method, Microwave engineering, OpenGL

May 29, 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

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high performance computing on graphics processing units: hgpu.org

Applications

High performance comparison-based sorting algorithm on many-core GPUs

VHF SAR image formation implemented on a GPU

GPU-Accelerated Background Generation Algorithm with Low Latency

Performance Acceleration of Kernel Polynomial Method Applying Graphics Processing Units

GPU-based parallel-beam and cone-beam forward- and backprojection using CUDA

Performance comparison of GPU and FPGA architectures for the SVM training problem

Fast scale invariant textured synthesis with GPU acceleration

GPU-Based Ray Tracing of Splats

A Summary of Recent GPU Developments and Key Enabling Technologies for Digital Media Applications

Efficent multiple pass, multiple output algorithms on the GPU

Reducing IO bandwidth for GPU based moment invariant classifier systems

Acceleration of Time-Domain Finite Element Method (TD-FEM) Using Graphics Processor Units (GPU)

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)