high performance computing on graphics processing units: hgpu.org

Programming

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GPU accelerated elliptic curve cryptography in GF(2m)

Aaron E. Cohen, Keshab K. Parhi

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Tags: Computer science, CUDA, Elliptic curves, nVidia, nVidia GeForce GTX 285, Security

May 7, 2011 by hgpu

Stereo Matching Algorithm Using Population-Based Incremental Learning on GPU

Dong-Hu Nie, Kyu-Phil Han, Heng-Suk Lee

Tags: Algorithms, Genetic programming, Image processing

May 7, 2011 by hgpu

A GPU-based computing framework for CSCW

Gang Chen, Guobo Li, Baifeng Wu, Songwen Pei

Tags: Algorithms, CAD, Computer science

May 6, 2011 by hgpu

Accelerating InSAR raw data simulation on GPU using CUDA

Zhang Fan, Wang Bing-nan, Xiang Mao-sheng

Tags: CUDA, Earth and Space Sciences, Geoscience, nVidia

May 6, 2011 by hgpu

Real-time 3D registration of stereo-vision based range images using GPU

Soon-Yong Park, Sung-In Choi, Jaekyoung Moon, Joon Kim, Yong Woon Park

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Tags: Computer science, Computer vision, CUDA, Image registration, nVidia

May 6, 2011 by hgpu

Efficient nearest-neighbor computation for GPU-based motion planning

Jia Pan, Christian Lauterbach, Dinesh Manocha

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Tags: Algorithms, CUDA, Image processing, Nearest neighbour, nVidia, nVidia GeForce GTX 285

May 6, 2011 by hgpu

Robust Adaptive 3-D Segmentation of Vessel Laminae From Fluorescence Confocal Microscope Images and Parallel GPU Implementation

Arunachalam Narayanaswamy, Saritha Dwarakapuram, Christopher S. Bjornsson, Barbara M. Cutler, William Shain, Badrinath Roysam

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Tags: Adaptive threshold, CUDA, Image processing, Medicine, nVidia, nVidia GeForce 8800 GTX

May 6, 2011 by hgpu

Large-scale multi-dimensional document clustering on GPU clusters

Yongpeng Zhang, Frank Mueller, Xiaohui Cui, Thomas Potok

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Tags: Computer science, CUDA, Data Structures and Algorithms, GPU cluster, MPI, nVidia, nVidia GeForce GTX 280

May 6, 2011 by hgpu

Towards accelerating molecular modeling via multi-scale approximation on a GPU

M. Daga, Wu-chun Feng, T. Scogland

Tags: Algorithms, Biomolecules, Electrostatic potential, Medicine, Molecular modeling

May 5, 2011 by hgpu

Towards real time vision based UUV navigation using GPU technology

J. Horgan, F. Flannery, D. Toal

Tags: Computer vision, CUDA, Image processing, nVidia, SIFT

May 5, 2011 by hgpu

The implementation of Multi-Scale Retinex image enhancement algorithm based on GPU via CUDA

Wang Zheng-ning, Liu Changzhong, Lu Yu, Wu Min, Zhang Ping

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Tags: Algorithms, CUDA, Image processing, nVidia, nVidia Quadro FX 3700

May 5, 2011 by hgpu

K-nearest neighbor search: Fast GPU-based implementations and application to high-dimensional feature matching

Vincent Garcia, Eric Debreuve, Frank Nielsen, Michel Barlaud

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Tags: Computer vision, CUBLAS, CUDA, Image processing, Nearest neighbour, nVidia, nVidia Quadro FX 3700 M, Package, SIFT

May 5, 2011 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

GPU accelerated elliptic curve cryptography in GF(2m)

Stereo Matching Algorithm Using Population-Based Incremental Learning on GPU

A GPU-based computing framework for CSCW

Accelerating InSAR raw data simulation on GPU using CUDA

Real-time 3D registration of stereo-vision based range images using GPU

Efficient nearest-neighbor computation for GPU-based motion planning

Robust Adaptive 3-D Segmentation of Vessel Laminae From Fluorescence Confocal Microscope Images and Parallel GPU Implementation

Large-scale multi-dimensional document clustering on GPU clusters

Towards accelerating molecular modeling via multi-scale approximation on a GPU

Towards real time vision based UUV navigation using GPU technology

The implementation of Multi-Scale Retinex image enhancement algorithm based on GPU via CUDA

K-nearest neighbor search: Fast GPU-based implementations and application to high-dimensional feature matching

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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