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Hardware/Software Vectorization for Closeness Centrality on Multi-/Many-Core Architectures

A.E. Sarıyuce, E. Saule, K. Kaya, U.V. Çatalyurek

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Tags: Algorithms, Graph theory, Intel Xeon Phi, Parallelization

March 29, 2014 by hgpu

Improving Cache Locality for GPU-based Volume Rendering

Y. Sugimoto, F. Ino, K. Hagihara

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Tags: CUDA, nVidia, nVidia GeForce GTX 580, OpenCL, Performance, Rendering

March 28, 2014 by hgpu

GPU-accelerated automatic identification of robust beam setups for proton and carbon-ion radiotherapy

F. Ammazzalorso, T. Bednarz, U. Jelen

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Tags: Medicine, nVidia, nVidia Tesla C2050, OpenCL, Radiotherapy

March 28, 2014 by hgpu

Implementation of Just In Time Value Specialization for the Optimization of Data Parallel Kernels

N. Tuck

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Tags: AMD, ATI Radeon 5830, High-level Languages, nVidia, nVidia GeForce GTX 650 Ti, OpenCL, Programming techniques, Thesis

March 28, 2014 by hgpu

Pulse-coupled neural network performance for real-time identification of vegetation during forced landing

D.J. Warne, R. Hayward, N. Kelson, J. Banks, L. Mejias

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Tags: FPGA, Image processing, Neral networks, Neural Computing, nVidia, nVidia Quadro 4000, OpenCL

March 28, 2014 by hgpu

Jacobian-free Newton-Krylov methods with GPU acceleration for computing nonlinear ship wave patterns

R. Pethiyagoda, S. W. McCue, T. J. Moroney, J. M. Back

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Tags: Algorithms, CUDA, Fluid dynamics, nVidia, nVidia Tesla M2090, Partial differential equations, PDEs

March 27, 2014 by hgpu

Accelerating GPU Implementation of Contourlet Transform

M. Mohrekesh, S. Azizi, S. Samavi

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Tags: Algorithms, CUDA, Image processing, nVidia, nVidia GeForce 610 M, nVidia GeForce GTX 570

March 26, 2014 by hgpu

A New Parallel Implementation of DSI Based Disparity Computation Using CUDA

A. Mehmood, Y. Soh, I. Kim

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Tags: CUDA, Image processing, nVidia, nVidia GeForce GTX 780, Stereo vision

March 26, 2014 by hgpu

BigKernel — High Performance CPU-GPU Communication Pipelining for Big Data-style Applications

R. Mokhtari, M. Stumm

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Tags: CUDA, Heterogeneous systems, Memory, nVidia, nVidia GeForce GTX 680

March 25, 2014 by hgpu

Interpolation with Radial Basis Functions on GPGPUs using CUDA

D. Martin, G. Haase

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Tags: CUDA, Mathematics, Numerical Analysis, nVidia, nVidia GeForce GTX 680

March 25, 2014 by hgpu

Distortion correction algorithm for UAV remote sensing image based on CUDA

Z. Wenhao, L. Yingcheng, L. Delong, T. Changsheng, L. Jin

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Tags: CUDA, Earth and Space Sciences, Image processing, nVidia, nVidia Quadro 4000

March 25, 2014 by hgpu

The orthorectified technology for UAV aerial remote sensing image based on the Programmable GPU

Z. Wenhao, L. Yingcheng, L. Delong, T. Changsheng, L. Jin

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Tags: CUDA, Earth and Space Sciences, Image processing, nVidia, nVidia Quadro 4000

March 24, 2014 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

Hardware/Software Vectorization for Closeness Centrality on Multi-/Many-Core Architectures

Improving Cache Locality for GPU-based Volume Rendering

GPU-accelerated automatic identification of robust beam setups for proton and carbon-ion radiotherapy

Implementation of Just In Time Value Specialization for the Optimization of Data Parallel Kernels

Pulse-coupled neural network performance for real-time identification of vegetation during forced landing

Jacobian-free Newton-Krylov methods with GPU acceleration for computing nonlinear ship wave patterns

Accelerating GPU Implementation of Contourlet Transform

A New Parallel Implementation of DSI Based Disparity Computation Using CUDA

BigKernel — High Performance CPU-GPU Communication Pipelining for Big Data-style Applications

Interpolation with Radial Basis Functions on GPGPUs using CUDA

Distortion correction algorithm for UAV remote sensing image based on CUDA

The orthorectified technology for UAV aerial remote sensing image based on the Programmable GPU

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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