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Fast support vector machine training and classification on graphics processors

Bryan Catanzaro, Narayanan Sundaram, Kurt Keutzer

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

December 7, 2010 by hgpu

Bandwidth intensive 3-D FFT kernel for GPUs using CUDA

Akira Nukada, Yasuhiko Ogata, Toshio Endo, Satoshi Matsuoka

Tags: Computer science, CUDA, FFT, nVidia

December 7, 2010 by hgpu

BSGP: bulk-synchronous GPU programming

Qiming Hou, Kun Zhou, Baining Guo

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Tags: Computer science, CUDA, High-level Languages, nVidia, nVidia GeForce 8800 GTX

December 7, 2010 by hgpu

Vector graphics depicting marbling flow

Ryoichi Ando, Reiji Tsuruno

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Tags: 3D Graphics and Realism, Algorithms, Computer science, CUDA, Image generation, nVidia, nVidia GeForce GTX 260

December 7, 2010 by hgpu

A Real-Time Multigrid Finite Hexahedra Method for Elasticity Simulation using CUDA

Christian Dick, Joachim Georgii, Rudiger Westermann

Tags: CUDA, nVidia, Physics

December 7, 2010 by hgpu

Massive parallel LDPC decoding on GPU

Gabriel Falcao, Leonel Sousa, Vitor Silva

Tags: Algorithms, Computer science, CUDA, Error recovery, nVidia

December 6, 2010 by hgpu

GPU-MEME: Using Graphics Hardware to Accelerate Motif Finding in DNA Sequences

Chen Chen, Bertil Schmidt, Liu Weiguo, Wolfgang Muller-Wittig

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Tags: Bioinformatics, Biology, GLSL, nVidia, nVidia GeForce 8800 GTX, OpenGL, Package, Pattern recognition

December 6, 2010 by hgpu

Parallel SimRank computation on large graphs with iterative aggregation

Guoming He, Haijun Feng, Cuiping Li, Hong Chen

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Tags: Computer science, CUDA, Data mining, Graph theory, nVidia, nVidia GeForce 9600 GT

December 6, 2010 by hgpu

BLAS Comparison on FPGA, CPU and GPU

Srinidhi Kestur, John D. Davis, Oliver Williams

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Tags: BLAS, Computer science, CUBLAS, CUDA, Energy-efficient computing, FPGA, Linear Algebra, nVidia, nVidia GeForce 9500 GT, Performance, Tesla C1060

December 6, 2010 by hgpu

Real-Time Visibility-Based Fusion of Depth Maps

P. Merrell, A. Akbarzadeh, Liang Wang, P. Mordohai, J. M. Frahm, Ruigang Yang, D. Nister, M. Pollefeys

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Tags: Cg, Computer science, Computer vision, nVidia, nVidia GeForce 8800 GTX, OpenGL, Package, Video tracking

December 6, 2010 by hgpu

Adaptive load balancing for raycasting of non-uniformly bricked volumes

C. Muller, M. Strengert, T. Ertl

Tags: Algorithms, Image generation, Image processing, nVidia, Visualization

December 6, 2010 by hgpu

Ray-Casted BlockMaps for Large Urban Models Visualization

P. Cignoni, M. Di Benedetto, F. Ganovelli, E. Gobbetti, F. Marton, R. Scopigno

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Tags: 3D Graphics and Realism, Computer science, GLSL, nVidia, nVidia GeForce 8800 GTX, OpenGL, Rendering

December 6, 2010 by hgpu

Allo: Accelerator Design Language

Dato: A Task-Based Programming Model for Dataflow Accelerators

Towards Robust Agentic CUDA Kernel Benchmarking, Verification, and Optimization

torchPDLP: Primal-Dual Linear Programming in PyTorch. In collaboration with AMD and IPAM

Accelerating a Linear Programming Algorithm on AMD GPUs

Benchmarks for Dissecting CPU-GPU Unified Physical Memory on AMD MI300A APUs

Dissecting CPU-GPU Unified Physical Memory on AMD MI300A APUs

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high performance computing on graphics processing units: hgpu.org

Fast support vector machine training and classification on graphics processors

Bandwidth intensive 3-D FFT kernel for GPUs using CUDA

BSGP: bulk-synchronous GPU programming

Vector graphics depicting marbling flow

A Real-Time Multigrid Finite Hexahedra Method for Elasticity Simulation using CUDA

Massive parallel LDPC decoding on GPU

GPU-MEME: Using Graphics Hardware to Accelerate Motif Finding in DNA Sequences

Parallel SimRank computation on large graphs with iterative aggregation

BLAS Comparison on FPGA, CPU and GPU

Real-Time Visibility-Based Fusion of Depth Maps

Adaptive load balancing for raycasting of non-uniformly bricked volumes

Ray-Casted BlockMaps for Large Urban Models Visualization

Recent source codes

Allo: Accelerator Design Language

Towards Robust Agentic CUDA Kernel Benchmarking, Verification, and Optimization

HPC Benchmark Survey

HDM: Home made Diffusion Models

General Matrix Multiplication (GEMM)

CrossTL: Universal Programming Language & Translator

TBD-GPU

DG-SWEM - The Discontinuous Galerkin Shallow Water Equation Model

torchPDLP: Primal-Dual Linear Programming in PyTorch. In collaboration with AMD and IPAM

Benchmarks for Dissecting CPU-GPU Unified Physical Memory on AMD MI300A APUs

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