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An OpenCL Method of Parallel Sorting Algorithms for GPU Architecture

Krishnahari Thouti, S. R. Sathe

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Tags: Algorithms, Computer science, nVidia, nVidia Quadro FX 3800, OpenCL, Sorting

August 18, 2012 by hgpu

Generating textures on Surfaces with Reaction-Diffusion systems in the GPU

Leonardo Carvalho, Maria Andrade, Luiz Velho

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Tags: 3D Graphics and Realism, Computer science, GLSL, nVidia, nVidia GeForce GTX 470, OpenGL

August 18, 2012 by hgpu

GPU-Based Computation of Discrete Periodic Centroidal Voronoi Tessellation in Hyperbolic Space

Liang Shuai, Xiaohu Guo, Miao Jin

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Tags: 3D Graphics and Realism, Algorithms, Computer science, CUDA, nVidia, nVidia GeForce GTX 580, Tessellation, Voronoi diagram

August 18, 2012 by hgpu

DEM based simulation of concrete structures on GPU

Marie Durand, Philippe Marin, Francois Faure, Bruno Raffin

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Tags: Algorithms, Computer science, CUDA, Numerical simulation, nVidia, Tesla C2050

August 18, 2012 by hgpu

Binary Interval Search (BITS): A Scalable Algorithm for Counting Interval Intersections

Ryan M. Layer, Kevin Skadron, Gabriel Robins, Ira M. Hall, Aaron R. Quinlan

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Tags: Algorithms, Bioinformatics, Biology, Computer science, CUDA, nVidia, Package, Search, Sequence alignment

August 17, 2012 by hgpu

Nonmetric Priors for Continuous Multilabel Optimization

Evgeny Strekalovskiy, Claudia Nieuwenhuis, Daniel Cremers

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Tags: Computer science, Computer vision, CUDA, nVidia, nVidia GeForce GTX 480, Optimization

August 17, 2012 by hgpu

Rootbeer: Seamlessly using GPUs from Java

Philip C. Pratt-Szeliga, James W. Fawcett, Roy D. Welch

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Tags: Code generation, Computer science, CUDA, Java, nVidia, OpenCL, Package, Tesla C2050

August 17, 2012 by hgpu

Efficient Parallel Evaluation of Multivariate Quadratic Polynomials on GPUs

Satoshi Tanaka, Tung Chou, Bo-Yin Yang, Chen-Mou Cheng, Kouichi Sakurai

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Tags: Computer science, CUDA, nVidia, nVidia GeForce GTX 580, Security, Stream Ciphers

August 16, 2012 by hgpu

Parametric Flows: Automated Behavior Equivalencing for Symbolic Analysis of Races in CUDA Programs

Peng Li, Guodong Li, Ganesh Gopalakrishnan

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Tags: Computer science, CUDA, nVidia, Package

August 16, 2012 by hgpu

Efficient GPU implementation of parameter estimation of a statistical model for online advertisement optimization

Albin Lindback

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Tags: Computer science, CUDA, Finance, nVidia, nVidia GeForce GTX 570, Optimization, Thesis

August 16, 2012 by hgpu

vCUDA Framework Development for GPU Virtualization

Aashish Chauhan, Aditya T S, Bakul Mittal, Padmaraj R, Sridutt Nayak

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Tags: Computer science, CUDA, nVidia, nVidia GeForce GTX 480, Package, Virtualization

August 15, 2012 by hgpu

Real root isolation for univariate polynomials on GPUs and multicores

Alexandre Temperville

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Tags: Computer science, CUDA, FFT, Mathematics, nVidia, Thesis

August 15, 2012 by hgpu

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

tritonBLAS: A Lightweight Triton-based General Matrix Multiplication (GEMM) Library

tritonBLAS: Triton-based Analytical Approach for GEMM Kernel Parameter Selection

hls4ml: Machine learning on FPGAs using HLS

hls4ml: A Flexible, Open-Source Platform for Deep Learning Acceleration on Reconfigurable Hardware

NVIDIA Nemotron Parse 1.1

ThunderKittens: Tile primitives for speedy kernels

ParallelKittens: Systematic and Practical Simplification of Multi-GPU AI Kernels

Iris: AMD RAD's multi-GPU Triton-based framework for seamless multi-GPU programming

Iris: First-Class Multi-GPU Programming Experience in Triton

HipKittens: Fast and Furious AMD Kernels

Fortran xDSL dialects

An MLIR pipeline for offloading Fortran to FPGAs via OpenMP

See all packages

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high performance computing on graphics processing units: hgpu.org

Applications

An OpenCL Method of Parallel Sorting Algorithms for GPU Architecture

Generating textures on Surfaces with Reaction-Diffusion systems in the GPU

GPU-Based Computation of Discrete Periodic Centroidal Voronoi Tessellation in Hyperbolic Space

DEM based simulation of concrete structures on GPU

Binary Interval Search (BITS): A Scalable Algorithm for Counting Interval Intersections

Nonmetric Priors for Continuous Multilabel Optimization

Rootbeer: Seamlessly using GPUs from Java

Efficient Parallel Evaluation of Multivariate Quadratic Polynomials on GPUs

Parametric Flows: Automated Behavior Equivalencing for Symbolic Analysis of Races in CUDA Programs

Efficient GPU implementation of parameter estimation of a statistical model for online advertisement optimization

vCUDA Framework Development for GPU Virtualization

Real root isolation for univariate polynomials on GPUs and multicores

Recent source codes

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

tritonBLAS: A Lightweight Triton-based General Matrix Multiplication (GEMM) Library

hls4ml: Machine learning on FPGAs using HLS

NVIDIA Nemotron Parse 1.1

ThunderKittens: Tile primitives for speedy kernels

Iris: AMD RAD's multi-GPU Triton-based framework for seamless multi-GPU programming

HipKittens: Fast and Furious AMD Kernels

Fortran xDSL dialects

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