high performance computing on graphics processing units: hgpu.org

Programming

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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

Voice Command Recognition with Dynamic Time Warping (DTW) using Graphics Processing Units (GPU) with Compute Unified Device Architecture (CUDA)

Gustavo Poli, Joao F. Mari, Hiroki, Alexandre L. Levada

Tags: CUDA, nVidia, nVidia GeForce 8800 GTX, Signal 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

Implementing a GPU-Enhanced Cluster for Large-Scale Simulations

Robert Lucas, Gene Wagenbreth, Dan Davis

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Tags: Computer science, CUDA, nVidia, nVidia GeForce 8800 GTX, Programming techniques

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

GPU Computing: Programming a Massively Parallel Processor

Ian Buck

Tags: Computer science, CUDA, High-level Languages, nVidia, 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

PTXBench: an open-source environment for kernel agents with architecture-specific CUDA/PTX

PTXBench: Benchmark and Adapt LLMs for GPU Kernel Optimization with Architecture-specific PTX

RealisticTritonBench: A Benchmark for Triton-Kernel Generation in Real-World AI Frameworks

TensorCorePTX: PTX Tensor Core GEMM Exploration

Hand-Written PTX Tensor-Core GEMM Kernels: A Multi-Precision Study on NVIDIA L4

FlashPDE: Triton-fused PDE stencil kernels for physics-informed neural networks

FlashPDE: A Drop-In Fused Triton Operator Library for Neural PDE Solvers

PortLBM: Portable GPU-accelerated Lattice Boltzmann Method Simulations

PortLBM: A Portable Lattice Boltzmann Tool Leveraging SYCL on AMD, NVIDIA, and Intel GPUs

Harness Engineering for LLM-Driven GPU Kernel Generation

CANNBot Skills

Compiler-Grounded Hierarchical Diagnosis for LLM-Based Triton Kernel Optimization

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high performance computing on graphics processing units: hgpu.org

Programming

Algorithmic Differentiation: Application to Variational Problems in Computer Vision

Voice Command Recognition with Dynamic Time Warping (DTW) using Graphics Processing Units (GPU) with Compute Unified Device Architecture (CUDA)

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

Implementing a GPU-Enhanced Cluster for Large-Scale Simulations

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

GPU Computing: Programming a Massively Parallel Processor

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

Recent source codes

EinsummableV3 - graph-based computation with tensor operations support

MaxKernel: Intelligent TPU Kernel Engineering Agents

FP4 FlashAttention forward, backward, and TorchTitan reproduction code

PTXBench: an open-source environment for kernel agents with architecture-specific CUDA/PTX

RealisticTritonBench: A Benchmark for Triton-Kernel Generation in Real-World AI Frameworks

TensorCorePTX: PTX Tensor Core GEMM Exploration

FlashPDE: Triton-fused PDE stencil kernels for physics-informed neural networks

PortLBM: Portable GPU-accelerated Lattice Boltzmann Method Simulations

Harness Engineering for LLM-Driven GPU Kernel Generation

CANNBot Skills

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