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GPU-FS-kNN: A Software Tool for Fast and Scalable kNN Computation Using GPUs

Ahmed Shamsul Arefin, Carlos Riveros, Regina Berretta, Pablo Moscato

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Tags: Bioinformatics, Computer science, CUDA, Machine learning, Nearest neighbour, nVidia, Package, Pattern recognition, Tesla C2050

September 5, 2012 by hgpu

Multi-user real-time speech recognition with a GPU

Jungsuk Kim

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Tags: Computer science, CUDA, nVidia, nVidia GeForce GTX 580, Speech recognition

September 5, 2012 by hgpu

Accelerating and Characterizing Seam Carving Using a Heterogeneous CPU-GPU System

Ronald Duarte, Resit Sendag

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Tags: CUDA, Image processing, nVidia, nVidia GeForce 8800 GT, nVidia GeForce GTX 580

September 5, 2012 by hgpu

A GPGPU Implementation of Approximate String Matching with Regular Expression Operators and Comparison with Its FPGA Implementation

Yuichiro Utan, Masato Inagi, Shin'ichi Wakabayashi, Shinobu Nagayama

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Tags: Algorithms, Computer science, CUDA, Databases, FPGA, nVidia, String matching, Tesla C2070

September 5, 2012 by hgpu

GPU-accelerated Fourier-continuation solvers and physically exact computational boundary conditions for wave scattering problems

Timothy James Elling

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Tags: Algorithms, CUDA, Finite difference, Integral equations, nVidia, Physics, Tesla C1060, Thesis

September 5, 2012 by hgpu

GPU implementation of a hybrid lattice Boltzmann method for non-isothermal flows

Nachiket Sahasrabudhe, Mahesh Mynam, Ajay Nandgaonkar, Gayathri Jayaraman

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Tags: Algorithms, CUDA, Finite difference, Fluid dynamics, Lattice Boltzmann model, nVidia, Tesla C1070

September 4, 2012 by hgpu

Automated Enhanced Parallelization of Sequential C to Parallel OpenMP

Dheeraj D., Shruti Ramesh, Nitish B.

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Tags: Computer science, MPI, OpenMP, Performance

September 4, 2012 by hgpu

Accelerating distance matrix calculations utilizing GPU

Miroslav Mintal

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Tags: Computer science, nVidia, nVidia GeForce GT 420 M, OpenCL

September 4, 2012 by hgpu

Computational Modelling of Galaxy Formation using FLAME GPU

Laurence William James

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Tags: Astrophysics, Computational modelling, CUDA, N-body simulation, nVidia, nVidia GeForce GTX 285, Package, Physics, Python, Thesis

September 4, 2012 by hgpu

Approximate Similarity Search for Online Multimedia Services on Distributed CPU-GPU Platforms

George Teodoro, Eduardo Valle, Nathan Mariano, Ricardo Torres, Wagner Meira Jr, Joel H. Saltz

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Tags: Algorithms, Computer science, CUDA, Databases, Nearest neighbour, nVidia, nVidia GeForce GTX 260, nVidia GeForce GTX 470

September 4, 2012 by hgpu

Energy Transfer Ray Tracing with OptiX

Scot Halverson

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Tags: Algorithms, Computer science, CUDA, nVidia, nVidia GeForce GTX 480, OpenGL, Raytracing

September 3, 2012 by hgpu

Accelerated Flow Visualization of Advective-Diffusive Mixing Processes Using GPUs

Alejandro Aguilar Sierra, Luis M. de la Cruz Salas

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Tags: Algorithms, Computer science, CUDA, nVidia, nVidia Quadro FX 3800 M, OpenGL, Tesla C1060, Visualization

September 3, 2012 by hgpu

PROM: an open-source software framework to enhance the robustness and performance of predictive models against such changes during deployment

Enhancing Deployment-Time Predictive Model Robustness for Code Analysis and Optimization

DeepSpeed: a deep learning optimization library that makes distributed training and inference easy, efficient, and effective

Scalable Access-Pattern Aware I/O Acceleration and Multi-Tiered Data Management for HPC and AI Workloads

Reproducible Study and Performance Analysis of GPU Programming Paradigms: OpenACC vs. CUDA in Key Linear Algebra Computations

SW#SYCL

Analyzing the Performance Portability of SYCL across CPUs, GPUs, and Hybrid Systems with Protein Database Search

tdg-benchs: benchmarks used to test the performance of taskgraph

Leveraging the potential of task-based programming with OpenMP task graphs

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high performance computing on graphics processing units: hgpu.org

Applications

GPU-FS-kNN: A Software Tool for Fast and Scalable kNN Computation Using GPUs

Multi-user real-time speech recognition with a GPU

Accelerating and Characterizing Seam Carving Using a Heterogeneous CPU-GPU System

A GPGPU Implementation of Approximate String Matching with Regular Expression Operators and Comparison with Its FPGA Implementation

GPU-accelerated Fourier-continuation solvers and physically exact computational boundary conditions for wave scattering problems

GPU implementation of a hybrid lattice Boltzmann method for non-isothermal flows

Automated Enhanced Parallelization of Sequential C to Parallel OpenMP

Accelerating distance matrix calculations utilizing GPU

Computational Modelling of Galaxy Formation using FLAME GPU

Approximate Similarity Search for Online Multimedia Services on Distributed CPU-GPU Platforms

Energy Transfer Ray Tracing with OptiX

Accelerated Flow Visualization of Advective-Diffusive Mixing Processes Using GPUs

Recent source codes

PROM: an open-source software framework to enhance the robustness and performance of predictive models against such changes during deployment

DeepSpeed: a deep learning optimization library that makes distributed training and inference easy, efficient, and effective

HPX: a C++ Standard Library for Concurrency and Parallelism

TorchQC: Quantum Dynamics and Machine Learning

Matrix multiplication using Tensor Cores in CUDA

CPP Joules: Energy Measurement tool for CPP/CUDA programs

HPC-Coder-v2

Reproducible Study and Performance Analysis of GPU Programming Paradigms: OpenACC vs. CUDA in Key Linear Algebra Computations

SW#SYCL

tdg-benchs: benchmarks used to test the performance of taskgraph

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