high performance computing on graphics processing units: hgpu.org

hgpu.org » Algorithms

Visibility Sampling on GPU and Applications

Eisemann, Elmar, Decoret, Xavier

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Tags: Algorithms, Computer science, Visualization

December 5, 2010 by hgpu

Algorithmic Differentiation: Application to Variational Problems in Computer Vision

Thomas Pock, Michael Pock, Horst Bischof

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Tags: Algorithms, Computer vision, Image processing

December 5, 2010 by hgpu

Robust GPU-assisted camera tracking using free-form surface models

Kevin Koeser, Bogumil Bartczak, Reinhard Koch

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Tags: Algorithms, Cg, Computer science, nVidia, OpenGL, Video tracking

December 5, 2010 by hgpu

Improving the performance of spatial raster analysis in GIS using GPU

Ye Wu, Ying Ge, Weibao Yan, Xinyu Li

Tags: Algorithms, Earth and Space Sciences, Geoscience

December 5, 2010 by hgpu

In-memory grid files on graphics processors

Ke Yang, Bingsheng He, Rui Fang, Mian Lu, Naga Govindaraju, Qiong Luo, Pedro Sander, Jiaoying Shi

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Tags: Algorithms, Computer science, CUDA, Databases, nVidia, nVidia GeForce 8800 GTX

December 4, 2010 by hgpu

GPUQP: query co-processing using graphics processors

Rui Fang, Bingsheng He, Mian Lu, Ke Yang, Naga K. Govindaraju, Qiong Luo, Pedro V. Sander

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Tags: Algorithms, Computer science, CUDA, Databases, nVidia, Package, Review

December 4, 2010 by hgpu

Lattice QCD as a video game

G. Egri, Z. Fodor, C. Hoelbling, S. Katz, D. Nogradi, K. Szabo

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Tags: Algorithms, Cg, High Energy Physics - Lattice, Monte Carlo simulation, nVidia, nVidia GeForce 8800 GTX, OpenGL, Physics, QCD

December 4, 2010 by hgpu

Representing Higher-Order Singularities in Vector Fields on Piecewise Linear Surfaces

Wan C. Li, Bruno Vallet, Nicolas Ray, Bruno Levy

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Tags: Algorithms, Computer science, nVidia, nVidia GeForce FX 5650, Visualization

December 4, 2010 by hgpu

Fast and reliable collision culling using graphics hardware

N. K. Govindaraju, M. C. Lin, D. Manocha

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Tags: Algorithms, Collision detection, Computer science, nVidia, nVidia GeForce FX 5950

December 4, 2010 by hgpu

GPU Floating-Point Paranoia

Karl E. Hillesland, Anselmo Lastra

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Tags: Algorithms, Cg, Computer science, Extended precision, nVidia, Package

December 3, 2010 by hgpu

Extended-precision floating-point numbers for GPU computation

Andrew Thall

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Tags: Algorithms, Cg, Computer science, Extended precision, FFT, nVidia, nVidia GeForce 7900 GT, nVidia GeForce 8800 GT

December 3, 2010 by hgpu

Collaborative diffusion: programming antiobjects

Alexander Repenning

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Tags: Algorithms, Artificial intelligence, Computer science, Games

December 2, 2010 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

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high performance computing on graphics processing units: hgpu.org

Visibility Sampling on GPU and Applications

Algorithmic Differentiation: Application to Variational Problems in Computer Vision

Robust GPU-assisted camera tracking using free-form surface models

Improving the performance of spatial raster analysis in GIS using GPU

In-memory grid files on graphics processors

GPUQP: query co-processing using graphics processors

Lattice QCD as a video game

Representing Higher-Order Singularities in Vector Fields on Piecewise Linear Surfaces

Fast and reliable collision culling using graphics hardware

GPU Floating-Point Paranoia

Extended-precision floating-point numbers for GPU computation

Collaborative diffusion: programming antiobjects

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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