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Face Detection with Improved Local Binary Patterns in CUDA

Jeaff Wang, Richard Abrich

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Tags: Algorithms, Computer science, Computer vision, CUDA, nVidia, nVidia GeForce GTX 470

December 18, 2012 by hgpu

Implementation of Stereo Matching Using High Level Compiler for Parallel Computing Acceleration

Jinglin Zhang, Jean-Francois Nezan, Jean-Gabriel Cousin

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Tags: Computer science, CUDA, Heterogeneous systems, nVidia, nVidia GeForce GTX 550 Ti, nVidia Quadro FX 3700, OpenCL

December 18, 2012 by hgpu

Parallelisation of Shallow Water Simulation for Heterogeneous Architectures

Michail Emmanouil Pappas

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Tags: CUDA, Fluid dynamics, nVidia, nVidia Quadro FX 2000, OpenCL, Thesis

December 18, 2012 by hgpu

Alternating Maximization: Unifying Framework for 8 Sparse PCA Formulations and Efficient Parallel Codes

Peter Richtarik, Martin Takac, Selin Damla Ahipasaoglu

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Source codes

Tags: CUBLAS, CUDA, Machine learning, nVidia, Package, Statistics

December 18, 2012 by hgpu

Improved FCM algorithm for Clustering on Web Usage Mining

K.Suresh, R.Madana Mohana, Dr.A.Rama Mohan Reddy

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Tags: Clustering, web usage mining

December 18, 2012 by sureshkallam

Implementation of 3D FFTs Across Multiple GPUs in Shared Memory Environments

Nimalan Nandapalan, Jiri Jaros, Alistair P Rendell, Bradley Treeby

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Tags: Computer science, CUDA, FFT, nVidia, nVidia GeForce GTX 580

December 18, 2012 by hgpu

Theoretical and Numerical Analysis of Three Approaches to the GPGPU Application of the Explicit FDTD Method

Aude Giraud

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Tags: CUDA, Electrodynamics, FDTD, Finite-difference time-domain, Numerical Analysis, nVidia, Tesla T10, Thesis

December 18, 2012 by hgpu

Accelerating Haskell Array Codes with Algorithmic Skeletons on GPUs

Sean Youngsung Lee

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Tags: Algorithms, Computer science, CUDA, nVidia, Tesla S1070, Thesis

December 18, 2012 by hgpu

Single-Pass GPU-Raycasting for Structured Adaptive Mesh Refinement Data

Ralf Kaehler, Tom Abel

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Tags: Algorithms, Astrophysics, Cosmology, Differential equations, GLSL, Instrumentation and Methods for Astrophysics, KD-tree, nVidia, nVidia GeForce GTX 680, OpenGL, Rendering, Visualization

December 18, 2012 by hgpu

Database Operation Development on the GPU

Scott Kuroda

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Tags: Computer science, Databases, Review

December 18, 2012 by hgpu

Acceleration of multivariate analysis techniques in TMVA using GPUs

A. Hoecker, H. McKendrick, J. Therhaag, A. Washbrook

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Tags: Biological Physics, CUDA, Neural networks, nVidia, Physics, Tesla C1060, Tesla C2050

December 16, 2012 by hgpu

Accuracy, Memory, and Speed Strategies in GPU-Based Finite-Element Matrix-Generation

Adam Dziekonski, Piotr Sypek, Adam Lamecki, Michal Mrozowski

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Tags: CUDA, Electrodynamics, FEM, Finite element method, nVidia, Optimization, Tesla C2075

December 16, 2012 by hgpu

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

kvcached: Elastic KV cache for dynamic GPU sharing and efficient multi-LLM inference

Towards Efficient and Practical GPU Multitasking in the Era of LLM

Bandicoot: C++ library for GPU accelerated linear algebra

Bandicoot: A Templated C++ Library for GPU Linear Algebra

Luthier: Bridging Auto-Tuning and Vendor Libraries for Efficient Deep Learning Inference

Fused Kernel Library (FKL)

The Fused Kernel Library: A C++ API to Develop Highly-Efficient GPU Libraries

GPUHammer: Rowhammer Attacks on GPU Memories are Practical

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high performance computing on graphics processing units: hgpu.org

Applications

Face Detection with Improved Local Binary Patterns in CUDA

Implementation of Stereo Matching Using High Level Compiler for Parallel Computing Acceleration

Parallelisation of Shallow Water Simulation for Heterogeneous Architectures

Alternating Maximization: Unifying Framework for 8 Sparse PCA Formulations and Efficient Parallel Codes

Improved FCM algorithm for Clustering on Web Usage Mining

Implementation of 3D FFTs Across Multiple GPUs in Shared Memory Environments

Theoretical and Numerical Analysis of Three Approaches to the GPGPU Application of the Explicit FDTD Method

Accelerating Haskell Array Codes with Algorithmic Skeletons on GPUs

Single-Pass GPU-Raycasting for Structured Adaptive Mesh Refinement Data

Database Operation Development on the GPU

Acceleration of multivariate analysis techniques in TMVA using GPUs

Accuracy, Memory, and Speed Strategies in GPU-Based Finite-Element Matrix-Generation

Recent source codes

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

kvcached: Elastic KV cache for dynamic GPU sharing and efficient multi-LLM inference

Bandicoot: C++ library for GPU accelerated linear algebra

Luthier: Bridging Auto-Tuning and Vendor Libraries for Efficient Deep Learning Inference

Fused Kernel Library (FKL)

GPUHammer: Rowhammer Attacks on GPU Memories are Practical

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