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Efficient Probabilistic Model Checking on General Purpose Graphics Processors

Dragan Bosnacki, Stefan Edelkamp, Damian Sulewski

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Tags: Algorithms, Computer science, CUDA, nVidia, nVidia GeForce GTX 280, Probabilistic model checking

November 23, 2010 by hgpu

Parallel computation of mutual information on the GPU with application to real-time registration of 3D medical images

Ramtin Shams, Parastoo Sadeghi, Rodney Kennedy, Richard Hartley

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Tags: CUDA, Image processing, Image registration, Medicine, nVidia, nVidia GeForce 8800 GTX, nVidia GeForce GTX 280

November 23, 2010 by hgpu

Mapping High-Fidelity Volume Rendering for Medical Imaging to CPU, GPU and Many-Core Architectures

Mikhail Smelyanskiy, David Holmes, Jatin Chhugani, Alan Larson, Douglas M. Carmean, Dennis Hanson, Pradeep Dubey, Kurt Augustine, Daehyun Kim, Alan Kyker, Victor W. Lee, Anthony D. Nguyen, Larry Seiler, Richard Robb

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Tags: Computed tomography, CT, CUDA, Image processing, Larrabee, Medicine, nVidia, nVidia GeForce GTX 280, Rendering

November 23, 2010 by hgpu

Fast perspective volume ray casting method using GPU-based acceleration techniques for translucency rendering in 3D endoluminal CT colonography

Taek-Hee Lee, Jeongjin Lee, Ho Lee, Heewon Kye, Yeong G. Shin, Soo H. Kim

Tags: Computed tomography, CT, Image processing, Medicine, Tomography

November 23, 2010 by hgpu

hiCUDA: a high-level directive-based language for GPU programming

Tianyi D. Han, Tarek S. Abdelrahman

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

November 23, 2010 by hgpu

Acceleration of a QM/MM-QMC simulation using GPU

Tomoharu Terashima, Ryo Maezono

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Tags: Computational Physics, CUDA, nVidia, nVidia GeForce GTX 275, Physics, QMC

November 23, 2010 by hgpu

GPU-based cone beam computed tomography

Peter B. Noel, Alan M. Walczak, Jinhui Xu, Jason J. Corso, Kenneth R. Hoffmann, Sebastian Schafer

Tags: Computed tomography, CT, CUDA, Medicine, nVidia, nVidia GeForce GTX 280

November 22, 2010 by hgpu

Efficient and Accurate Sound Propagation Using Adaptive Rectangular Decomposition

Nikunj Raghuvanshi, Rahul Narain, Ming C. Lin

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Tags: Computational acoustics, Computer science, FDTD, nVidia, nVidia GeForce GTX 280

November 22, 2010 by hgpu

3D nonrigid registration via optimal mass transport on the GPU

Tauseef Rehman, Eldad Haber, Gallagher Pryor, John Melonakos, Allen Tannenbaum

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Tags: Cg, Image processing, Medicine, MRI, nVidia, nVidia GeForce 8800 GTX, OpenGL

November 22, 2010 by hgpu

vCUDA: GPU accelerated high performance computing in virtual machines

Lin Shi, Hao Chen, Jianhua Sun

Tags: Computer science, Virtualization

November 22, 2010 by hgpu

Optimal rotation alignment of 3D objects using a GPU-based similarity function

Michael Martinek, Roberto Grosso

Tags: Computer science, Optimization, Rotation alignment, Search

November 22, 2010 by hgpu

Tuned and wildly asynchronous stencil kernels for hybrid CPU/GPU systems

Sundaresan Venkatasubramanian, Richard W. Vuduc, None None

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Tags: Computer science, CUDA, nVidia, nVidia Quadro FX 570, Performance, Tesla C1060, Tesla C870

November 22, 2010 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

Efficient Probabilistic Model Checking on General Purpose Graphics Processors

Parallel computation of mutual information on the GPU with application to real-time registration of 3D medical images

Mapping High-Fidelity Volume Rendering for Medical Imaging to CPU, GPU and Many-Core Architectures

Fast perspective volume ray casting method using GPU-based acceleration techniques for translucency rendering in 3D endoluminal CT colonography

hiCUDA: a high-level directive-based language for GPU programming

Acceleration of a QM/MM-QMC simulation using GPU

GPU-based cone beam computed tomography

Efficient and Accurate Sound Propagation Using Adaptive Rectangular Decomposition

3D nonrigid registration via optimal mass transport on the GPU

vCUDA: GPU accelerated high performance computing in virtual machines

Optimal rotation alignment of 3D objects using a GPU-based similarity function

Tuned and wildly asynchronous stencil kernels for hybrid CPU/GPU systems

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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