high performance computing on graphics processing units: hgpu.org

Programming

hgpu.org » Programming

Local Histogram Modification Based Contrast Enhancement with GPU Acceleration

Jiang Duan, Min Li, Haiyue Wen, Yingjie Peng

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Tags: Algorithms, CUDA, Image processing, nVidia, nVidia GeForce GT 550 M

April 29, 2013 by hgpu

Split tiling for GPUs: automatic parallelization using trapezoidal tiles

Tobias Grosser, Albert Cohen, Paul H J Kelly, J. Ramanujam, P. Sadayappan, Sven Verdoolaege

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Tags: Code generation, Compilers, Computer science, CUDA, nVidia, nVidia GeForce GTX 470, nVidia Quadro NVS 5200 M, Package, Performance

April 29, 2013 by hgpu

CUDA Based CAMshift Algorithm for Object Tracking Systems

Ji Hoon Jo, Sang Gu Lee

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Tags: Algorithms, Computer science, Computer vision, CUDA, Image processing, nVidia, nVidia GeForce GTX 560

April 27, 2013 by hgpu

Efficient Computation of the Kleene Star in Max-Plus Algebra using a CUDA GPU

Hiroyuki Goto, Kazuhiro Toyoda

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Tags: Computer science, CUDA, Graph theory, nVidia, Tesla C2075

April 27, 2013 by hgpu

Modeling and Optimization of Parallel Matrix-based Computations on GPU

Andrew White

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Tags: Computer science, CUDA, Matrix multiplication, nVidia, Optimization, Tesla S1070, Thesis

April 27, 2013 by hgpu

Orchestrated Scheduling and Prefetching for GPGPUs

Adwait Jog, Onur Kayiran, Asit K. Mishra, Mahmut T. Kandemir, Onur Mutlu, Ravishankar Iyer, Chita R. Das

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Tags: Computer science, CUDA, GPGPU-sim, nVidia, nVidia GeForce GTX 285, Performance, Prefetch

April 27, 2013 by hgpu

H. 264 Parallel Optimization on Graphics Processors

Elias Baaklini, Hassan Sbeity, Smail Niar

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Tags: Algorithms, ATI, ATI Radeon HD 5870, Compression, Computational Complexity, H.264/AVC, Image processing, OpenCL

April 27, 2013 by hgpu

Using High Performance Computing for Optimizing Credit Risk Calculation

Mark Joselli, Jose Ricardo Silva Junior, Marcelo Zamith, Esteban Clua, Eduardo Soluri

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Tags: Computational finance, CUDA, Finance, nVidia, nVidia GeForce GTX 580

April 26, 2013 by hgpu

A method for speeding up beam-tracing simulation using thread-level parallelization

Marjan Sikora, Ivo Mateljan

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Tags: Acoustics, Algorithms, CAD, Computer science

April 26, 2013 by hgpu

Parallel Variable Distribution Algorithm for Constrained Optimization with Nonmonotone Technique

Congying Han, Tingting Feng, Guoping He, Tiande Guo

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Tags: Algorithms, Computer science, CUDA, nVidia

April 26, 2013 by hgpu

Design and Performance Analysis of Parallel Processing of SRTP Packets

Jan Wozniak

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Tags: Computer science, Intel, OpenCL, Security

April 26, 2013 by hgpu

Accelerating Population Balance Model-based particulate process simulations via parallel computing

Anuj Varghese Prakash

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Tags: Biochemistry, Chemistry, Computer science, CUDA, Distributed computing, nVidia, nVidia GeForce GTX 280, Thesis

April 26, 2013 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

Local Histogram Modification Based Contrast Enhancement with GPU Acceleration

Split tiling for GPUs: automatic parallelization using trapezoidal tiles

CUDA Based CAMshift Algorithm for Object Tracking Systems

Efficient Computation of the Kleene Star in Max-Plus Algebra using a CUDA GPU

Modeling and Optimization of Parallel Matrix-based Computations on GPU

Orchestrated Scheduling and Prefetching for GPGPUs

H. 264 Parallel Optimization on Graphics Processors

Using High Performance Computing for Optimizing Credit Risk Calculation

A method for speeding up beam-tracing simulation using thread-level parallelization

Parallel Variable Distribution Algorithm for Constrained Optimization with Nonmonotone Technique

Design and Performance Analysis of Parallel Processing of SRTP Packets

Accelerating Population Balance Model-based particulate process simulations via parallel computing

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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