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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

Towards a Tunable Multi-Backend Skeleton Programming Framework for Multi-GPU Systems

Johan Enmyren, Usman Dastgeer, Christoph W. Kessler

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Tags: Code generation, Computer science, CUDA, Data parallelism, MapReduce, nVidia, nVidia GeForce GTS 250, OpenCL, Performance, Tesla C1060

January 30, 2012 by hgpu

Dense Linear Algebra on Distributed Heterogeneous Hardware with a Symbolic DAG Approach

George Bosilca, Aurelien Bouteiller, Anthony Danalis, Thomas Herault, Piotr Luszczek, Jack J. Dongarra

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Tags: Computer science, CUDA, Heterogeneous systems, Linear Algebra, nVidia, Tesla C2070

January 30, 2012 by hgpu

Solving Discrete Logarithms in Smooth-Order Groups with CUDA

Ryan Henry, Ian Goldberg

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Tags: Algorithms, Computer science, CUDA, nVidia, Package, PTX, Security, Tesla M2050

January 29, 2012 by hgpu

A NPR System for Generating Floral Patterns based on L-System

Yu-Sheng Chen, Jie Shie, Lieu-Hen Chen

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Tags: Computer science, CUDA, Image generation, nVidia

January 29, 2012 by hgpu

Toward a Practical Implementation of Exemplar-Based Noise Robust ASR

Jort Gemmeke, Antti Hurmalainen, Tuomas Virtanen, Sun Yang

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Tags: Acoustics, Computer science, nVidia, nVidia GeForce GTX 460, Speech recognition

January 29, 2012 by hgpu

Construction of Efficient Kd-Trees for Static Scenes Using Voxel-visibility Heuristic

Byeongjun Choi, Byungjoon Chang, Insung Ihm

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Tags: Computer science, CUDA, KD-tree, nVidia, nVidia GeForce GTX 480, Raytracing, Rendering

January 29, 2012 by hgpu

Parallelization of Myers Fast Bit-Vector Algorithm using GPGPU

Lars Langner

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Tags: Algorithms, Computer science, CUDA, nVidia, nVidia GeForce GTX 460, OpenCL, Sequence alignment, String matching, Thesis

January 27, 2012 by hgpu

Parallel particle swarm optimization using GPGPU

Iliana Castro Liera, Marco Antonio Castro Liera, Jesus Antonio Castro

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Tags: Algorithms, Computer science, CUDA, Evolutionary Computations, nVidia, nVidia GeForce GTX 460, Optimization

January 26, 2012 by hgpu

GPU Nonlinear Fixed Points, with an application to GPU IFS Rendering

Orion Sky Lawlor

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Tags: Algorithms, Computer science, GLSL, nVidia, nVidia GeForce GTX 280, OpenGL, Package, Rendering

January 26, 2012 by hgpu

CUDA raytracing algorithm for visualizing discrete element model output

Anders Damsgaard Christensen

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Tags: Algorithms, Computer science, CUDA, nVidia, nVidia Quadro FX 4000, Package, Raytracing

January 26, 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

CUDA Expression Templates

Performance Evaluation of Query Processing Algorithms on GPGPUs

Towards a Tunable Multi-Backend Skeleton Programming Framework for Multi-GPU Systems

Dense Linear Algebra on Distributed Heterogeneous Hardware with a Symbolic DAG Approach

Solving Discrete Logarithms in Smooth-Order Groups with CUDA

A NPR System for Generating Floral Patterns based on L-System

Toward a Practical Implementation of Exemplar-Based Noise Robust ASR

Construction of Efficient Kd-Trees for Static Scenes Using Voxel-visibility Heuristic

Parallelization of Myers Fast Bit-Vector Algorithm using GPGPU

Parallel particle swarm optimization using GPGPU

GPU Nonlinear Fixed Points, with an application to GPU IFS Rendering

CUDA raytracing algorithm for visualizing discrete element model output

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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