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Accelerating Outlier Detection with Uncertain Data using Graphics Processors

Takazumi Matsumoto, Edward Hung

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Tags: Cluster analysis, Computer science, Data mining, Neural networks, nVidia, nVidia GeForce GT 440, OpenCL, Probability

February 5, 2012 by hgpu

Efficient Computation of SOM for Outage Database

Petr Gajdos, Michal Kratky, David Bednar, Radim Baca, Radomir Gono, Jiri Walder

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Tags: Computer science, CUDA, Databases, Neural networks, nVidia, Self-organizing map, Tesla C1060, Visualization

February 5, 2012 by hgpu

Performance Evaluation of Particle Swarm Optimization Algorithms on GPU Using CUDA

V. Krishna Reddy, L.S.S. Reddy

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Tags: Algorithms, Computer science, CUDA, Evolutionary Computations, nVidia, nVidia GeForce GTS 250, Optimization

February 5, 2012 by hgpu

Raytracing Dynamic Scenes on GPU

Sashidhar Guntury

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Tags: 3D Graphics and Realism, Algorithms, Computer science, CUDA, nVidia, nVidia GeForce GTX 480, Raytracing, Rendering, Sorting, Thesis

January 31, 2012 by hgpu

Decompilation of LLVM IR

Simon Moll

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Tags: Code generation, Compilers, Computer science, GLSL, HLSL, Java, nVidia, nVidia GeForce 9600 GT, OpenCL, Optimization, Thesis

January 31, 2012 by hgpu

The Virtual OpenCL (VCL) Cluster Platform

Amnon Barak, Amnon Shiloh

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Source codes

Tags: ATI, ATI Radeon HD 6970, Computer science, Heterogeneous systems, MPI, nVidia, nVidia GeForce GTX 480, OpenCL, Operating systems, Package

January 31, 2012 by hgpu

Algorithmic Contributions to the Theory of Regular Chains

Wei Pan

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Tags: Algorithms, Computer science, CUDA, FFT, nVidia, nVidia GeForce GTX 285, Symbolic Computation, Tesla C2050, Thesis

January 30, 2012 by hgpu

Numerical Ocean Modeling and Simulation with CUDA

Jason Mak, Paul Choboter, Chris Lupo

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Tags: Computer science, CUDA, Earth and Space Sciences, Finite difference, Fortran, MPI, nVidia, nVidia GeForce GTX 470

January 30, 2012 by hgpu

On CUDA implementation of a multichannel room impulse response reshaping algorithm based on p-norm optimization

Radoslaw Mazur, Jan Ole Jungmann, Alfred Mertins

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Tags: Acoustics, Algorithms, Computer science, CUDA, nVidia, Optimization, Tesla M2050

January 30, 2012 by hgpu

Efficient Password and Key recovery using Graphic Cards

Marc

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Tags: Computer science, CUDA, nVidia, nVidia GeForce GTX 260, Security, Thesis

January 30, 2012 by hgpu

CUDA Expression Templates

Paul Wiemann, Stephan Wenger, Marcus Magnor

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Tags: Algorithms, Computer science, CUBLAS, CUDA, Linear Algebra, nVidia, nVidia GeForce GTS 250, Package

January 30, 2012 by hgpu

Performance Evaluation of Query Processing Algorithms on GPGPUs

Vassil Hristov

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Tags: Algorithms, Computer science, Databases, nVidia, nVidia GeForce 9400 M, nVidia GeForce 9600 M GT, OpenCL, Thesis

January 30, 2012 by hgpu

ParaCodex: A Profiling-Guided Autonomous Coding Agent for Reliable Parallel Code Generation and Translation

SeedFold: Scaling Biomolecular Structure Prediction

Tilus: A Tile-Level GPU Kernel Programming Language

Tilus: A Tile-Level GPGPU Programming Language for Low-Precision Computation

Memory-Efficient Acceleration of Block Low-Rank Foundation Models on Resource Constrained GPUs

BoltzGen:Toward Universal Binder Design

CUDA-L2: Surpassing cuBLAS Performance for Matrix Multiplication through Reinforcement Learning

cuPilot: A Strategy-Coordinated Multi-agent Framework for CUDA Kernel Evolution

MATLAB Tensor Core models

Accurate Models of NVIDIA Tensor Cores

TritonForge: Transform PyTorch Operations into Optimized GPU Kernels with LLMs

TritonForge: Profiling-Guided Framework for Automated Triton Kernel Optimization

RLTune: Hybrid Learning and Optimization-Based Dynamic Scheduling for DL Workloads on Heterogeneous GPU Clusters

Hybrid Learning and Optimization-Based Dynamic Scheduling for DL Workloads on Heterogeneous GPU Clusters

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high performance computing on graphics processing units: hgpu.org

Accelerating Outlier Detection with Uncertain Data using Graphics Processors

Efficient Computation of SOM for Outage Database

Performance Evaluation of Particle Swarm Optimization Algorithms on GPU Using CUDA

Raytracing Dynamic Scenes on GPU

Decompilation of LLVM IR

The Virtual OpenCL (VCL) Cluster Platform

Algorithmic Contributions to the Theory of Regular Chains

Numerical Ocean Modeling and Simulation with CUDA

On CUDA implementation of a multichannel room impulse response reshaping algorithm based on p-norm optimization

Efficient Password and Key recovery using Graphic Cards

CUDA Expression Templates

Performance Evaluation of Query Processing Algorithms on GPGPUs

Recent source codes

ParaCodex: A Profiling-Guided Autonomous Coding Agent for Reliable Parallel Code Generation and Translation

SeedFold: Scaling Biomolecular Structure Prediction

Tilus: A Tile-Level GPU Kernel Programming Language

Memory-Efficient Acceleration of Block Low-Rank Foundation Models on Resource Constrained GPUs

BoltzGen:Toward Universal Binder Design

CUDA-L2: Surpassing cuBLAS Performance for Matrix Multiplication through Reinforcement Learning

cuPilot: A Strategy-Coordinated Multi-agent Framework for CUDA Kernel Evolution

MATLAB Tensor Core models

TritonForge: Transform PyTorch Operations into Optimized GPU Kernels with LLMs

RLTune: Hybrid Learning and Optimization-Based Dynamic Scheduling for DL Workloads on Heterogeneous GPU Clusters

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