high performance computing on graphics processing units: hgpu.org

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GPU-accelerated MoM-based broadband simulations using Stoer-Bulirsch algorithm

Andrzej Karwowski, Artur Noga, Tomasz Topa

Tags: CUDA, Electrodynamics, Integral equations, nVidia

July 11, 2011 by hgpu

Parallelizing of digital signal processing with using GPU

Wojciech Bozejko, Andrzej Dobrucki, Maciej Walczynski

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Tags: Algorithms, CUDA, nVidia, nVidia GeForce 9600 M GS, nVidia GeForce GTX 295, nVidia GeForce GTX 480, Signal processing, Tesla C870

July 11, 2011 by hgpu

Implementation of large-scale FIR adaptive filters on NVIDIA GeForce graphics processing unit

Akihiro Hirano, Kenji Nakayama

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Tags: Computer science, CUDA, Filtering, nVidia, nVidia GeForce 8800 GTS, nVidia GeForce 9400 M

July 11, 2011 by hgpu

Accelerating Lossless Data Compression with GPUs

R. L. Cloud, M. L. Curry, H. L. Ward, A. Skjellum, P. Bangalore

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Tags: Algorithms, Compression, Computer science, CUDA, nVidia, nVidia GeForce GTX 285, Performance

July 11, 2011 by hgpu

Testing Tesla architecture for scientific computing: The performance of matrix-vector product

Pawel Maciol, Krzysztof Banas

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Tags: Computer science, CUDA, Linear Algebra, Matrix multiplication, nVidia, nVidia GeForce 8800 GTX, Performance, Tesla C870

July 10, 2011 by hgpu

Many-core parallel computing – Can compilers and tools do the heavy lifting?

W.-m.W. Hwu

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Tags: Compilers, Computer science, CUDA, Image processing, nVidia, Presentation, Review

July 10, 2011 by hgpu

Study on acceleration technique for calculating near field of horn antenna based on GPU

Xiang Su, Zhensen Wu, Zanqin Jiang, Xiaobing Wang

Tags: CUDA, Electrodynamics, Microwave engineering, nVidia

July 10, 2011 by hgpu

Implementation of stereophonic acoustic echo canceller on nVIDIA GeForce graphics processing unit

A. Hirano, K. Nakayama

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Tags: Acoustics, CUDA, nVidia, nVidia GeForce 8800 GTS, Signal processing

July 10, 2011 by hgpu

FPGA and GPU implementation of large scale SpMV

Yi Shan, Tianji Wu, Yu Wang, Bo Wang, Zilong Wang, Ningyi Xu, Huazhong Yang

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Tags: ATI, ATI CAL, ATI IL, ATI Radeon HD 5870, ATI Stream, Computer science, FPGA, Sparse matrix

July 10, 2011 by hgpu

Implementation of usual computerized tomography methods on GPU using the Compute Unified Device Architecture (CUDA)

Benoit Recur, Pascal Desbarats, Jean-Philippe Domenger

Tags: CUDA, Image processing, Medicine, nVidia, Tomography

July 9, 2011 by hgpu

GPU implementation of volume reconstruction and object detection in Digital Holographic Microscopy

Laszlo Orzo, Zoltan Gorocs, Istvan Szatmari, Szabolcs Tokes

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Tags: Computer holography, CUDA, Microscopy, nVidia, nVidia GeForce 8800 GTX, Optics, Physics

July 9, 2011 by hgpu

Power and Performance Characterization of Computational Kernels on the GPU

Y. Jiao, H. Lin, P. Balaji, W. Feng

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Tags: Computer science, Energy-efficient computing, FFT, nVidia, nVidia GeForce GTX 280, OpenCL, Performance

July 9, 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 MoM-based broadband simulations using Stoer-Bulirsch algorithm

Parallelizing of digital signal processing with using GPU

Implementation of large-scale FIR adaptive filters on NVIDIA GeForce graphics processing unit

Accelerating Lossless Data Compression with GPUs

Testing Tesla architecture for scientific computing: The performance of matrix-vector product

Many-core parallel computing – Can compilers and tools do the heavy lifting?

Study on acceleration technique for calculating near field of horn antenna based on GPU

Implementation of stereophonic acoustic echo canceller on nVIDIA GeForce graphics processing unit

FPGA and GPU implementation of large scale SpMV

Implementation of usual computerized tomography methods on GPU using the Compute Unified Device Architecture (CUDA)

GPU implementation of volume reconstruction and object detection in Digital Holographic Microscopy

Power and Performance Characterization of Computational Kernels on the GPU

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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