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Hardware-assisted visibility sorting for unstructured volume rendering

S.P. Callahan, M. Ikits, J.L.D. Comba, C.T. Silva

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Tags: ATI, ATI Radeon 9800, Computer science, OpenGL, Rendering, Sorting, Visualization

July 10, 2011 by hgpu

FPGA and GPU implementation of large scale SpMV

Yi Shan, Tianji Wu, Yu Wang, Bo Wang, Zilong Wang, Ningyi Xu, Huazhong Yang

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Tags: ATI, ATI CAL, ATI IL, ATI Radeon HD 5870, ATI Stream, Computer science, FPGA, Sparse matrix

July 10, 2011 by hgpu

Implementation of usual computerized tomography methods on GPU using the Compute Unified Device Architecture (CUDA)

Benoit Recur, Pascal Desbarats, Jean-Philippe Domenger

Tags: CUDA, Image processing, Medicine, nVidia, Tomography

July 9, 2011 by hgpu

GPU implementation of volume reconstruction and object detection in Digital Holographic Microscopy

Laszlo Orzo, Zoltan Gorocs, Istvan Szatmari, Szabolcs Tokes

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Tags: Computer holography, CUDA, Microscopy, nVidia, nVidia GeForce 8800 GTX, Optics, Physics

July 9, 2011 by hgpu

Power and Performance Characterization of Computational Kernels on the GPU

Y. Jiao, H. Lin, P. Balaji, W. Feng

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Tags: Computer science, Energy-efficient computing, FFT, nVidia, nVidia GeForce GTX 280, OpenCL, Performance

July 9, 2011 by hgpu

The use of overlapping subgrids to accelerate the FDTD on GPU devices

L. Mattes, S. Kofuji

Tags: Electrodynamics, FDTD, Finite-difference time-domain

July 9, 2011 by hgpu

Accelerating data clustering on GPU-based clusters under shared memory abstraction

K.I. Karantasis, E.D. Polychronopoulos, G.N. Dimitrakopoulos

Tags: Clustering, Computer science, GPU cluster, OpenMP

July 9, 2011 by hgpu

Numerical Parallel Processing Based on GPU with CUDA Architecture

Chengming Zou, Chunfen Xia, Guanghui Zhao

Tags: Algorithms, Computer science, CUDA, Linear Algebra, Matrix inversion, nVidia

July 9, 2011 by hgpu

A massively parallel implementation of QC-LDPC decoder on GPU

Guohui Wang, Michael Wu, Yang Sun, Joseph R. Cavallaro

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Tags: CUDA, nVidia, nVidia GeForce GTX 470, Parity-check codes, Signal processing

July 9, 2011 by hgpu

Utilization of GPU for real-time vision in robotics

Tomasz Kornuta, Mateusz Pruchniak

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Tags: Algorithms, Computer vision, Image processing, nVidia, nVidia GeForce GTX 275, OpenCL

July 9, 2011 by hgpu

GPU volume rendering in 3D echocardiography: Real-time pre-processing and ray-casting

Gabriel Kiss, Erik Steen, Jon Petter Asen, Hans G. Torp

Tags: CUDA, Heart, Medicine, nVidia, OpenCL, Performance, Rendering, Visualization

July 9, 2011 by hgpu

Frameworks for GPU Accelerators: A comprehensive evaluation using 2D/3D image registration

Richard Membarth, Frank Hannig, Jurgen Teich, Mario Korner, Wieland Eckert

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Tags: CUDA, Image processing, Image registration, nVidia, nVidia Quadro FX 5800, OpenCL, Performance, RapidMind, Tesla C2050

July 9, 2011 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

See all packages

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high performance computing on graphics processing units: hgpu.org

Applications

Hardware-assisted visibility sorting for unstructured volume rendering

FPGA and GPU implementation of large scale SpMV

Implementation of usual computerized tomography methods on GPU using the Compute Unified Device Architecture (CUDA)

GPU implementation of volume reconstruction and object detection in Digital Holographic Microscopy

Power and Performance Characterization of Computational Kernels on the GPU

The use of overlapping subgrids to accelerate the FDTD on GPU devices

Accelerating data clustering on GPU-based clusters under shared memory abstraction

Numerical Parallel Processing Based on GPU with CUDA Architecture

A massively parallel implementation of QC-LDPC decoder on GPU

Utilization of GPU for real-time vision in robotics

GPU volume rendering in 3D echocardiography: Real-time pre-processing and ray-casting

Frameworks for GPU Accelerators: A comprehensive evaluation using 2D/3D image registration

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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