high performance computing on graphics processing units: hgpu.org

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Reconfigurable real-time MIMO detector on GPU

Michael Wu, Yang Sun, Joseph R. Cavallaro

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Tags: Algorithms, Computer science, CUDA, MIMO, nVidia, nVidia GeForce 9600 GT

April 30, 2011 by hgpu

An intelligent system for accelerating parallel SVM classification problems on large datasets using GPU

Qi Li, R. Salman, V. Kecman

Tags: Algorithms, Computer science, Data Structures and Algorithms

April 30, 2011 by hgpu

Fast analytical modeling of compton scatter using point clouds and graphics processing unit (GPU)

A. Sitek, G. El Fakhri, Jinsong Ouyang, J.S. Maltz

Tags: Algorithms, Medicine, nVidia, nVidia Quadro FX 4500, PET

April 30, 2011 by hgpu

GPU-accelerated Adaptively Sampled Distance Fields

Thiago Bastos, Waldemar Celes

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Tags: Algorithms, Computer science, Computer vision, GLSL, nVidia, nVidia GeForce 8800 GTX, OpenGL, Rendering

April 30, 2011 by hgpu

GPU-based simulation of cellular neural networks for image processing

R. Dolan, G. DeSouza

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Tags: Cellular neural networks, CUDA, Image processing, nVidia

April 30, 2011 by hgpu

GPU based Partially Connected Neural Evolutionary network and its application on gender recognition with face images

Xiao-Xi Chen, Ming-Hui Shi, H. de Garis

Tags: Computer science, Computer vision, CUDA, Image recognition, Neural networks, nVidia

April 30, 2011 by hgpu

EcoG: A Power-Efficient GPU Cluster Architecture for Scientific Computing

Mike Showerman, Jeremy Enos, Craig Steffen, Sean Treichler, William Gropp, Wen-mei W. Hwu

Tags: Computer science, CUDA, Energy-efficient computing, GPU cluster, nVidia

April 30, 2011 by hgpu

Real-time massive convolution for audio applications on GPU

Jose Belloch, Alberto Gonzalez, F. Martinez-Zaldivar, Antonio Vidal

Tags: Acoustics, Algorithms, Signal processing

April 30, 2011 by hgpu

Implementations of hardware acceleration for MD4-family algorithms based on GPU

Wenchao Zhou, Hongwei Wu, Xiaochao Li, Donghui Guo

Tags: Algorithms, Computer science, Security

April 29, 2011 by hgpu

Pushing the limits for medical image reconstruction on recent standard multicore processors

Jan Treibig, Georg Hager, Hannes G. Hofmann, Joachim Hornegger, Gerhard Wellein

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Tags: Computed tomography, Computer science, CT, CUDA, Image reconstruction, nVidia, nVidia GeForce GTX 260, nVidia Quadro FX 5800, OpenMP, Performance

April 29, 2011 by hgpu

American Options Based on Malliavin Calculus and Nonparametric Variance Reduction Methods

Lokman Abbas-Turki, Bernard Lapeyre

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Tags: CUDA, Finance, Monte Carlo simulation, nVidia, nVidia GeForce GTX 480, Pricing of Securities, Probability

April 29, 2011 by hgpu

Improving the Performance of a Ray Tracing Algorithm Using a GPU

Santiago Cioli, Gonzalo Ordeix, Eduardo Fernandez, Martin Pedemonte, Pablo Ezzatti

Tags: 3D Graphics and Realism, Algorithms, Computer science, Raytracing

April 29, 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

See all packages

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high performance computing on graphics processing units: hgpu.org

Programming

Reconfigurable real-time MIMO detector on GPU

An intelligent system for accelerating parallel SVM classification problems on large datasets using GPU

Fast analytical modeling of compton scatter using point clouds and graphics processing unit (GPU)

GPU-accelerated Adaptively Sampled Distance Fields

GPU-based simulation of cellular neural networks for image processing

GPU based Partially Connected Neural Evolutionary network and its application on gender recognition with face images

EcoG: A Power-Efficient GPU Cluster Architecture for Scientific Computing

Real-time massive convolution for audio applications on GPU

Implementations of hardware acceleration for MD4-family algorithms based on GPU

Pushing the limits for medical image reconstruction on recent standard multicore processors

American Options Based on Malliavin Calculus and Nonparametric Variance Reduction Methods

Improving the Performance of a Ray Tracing Algorithm Using a 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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