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Multi2Sim: a simulation framework for CPU-GPU computing

Rafael Ubal, Byunghyun Jang, Perhaad Mistry, Dana Schaa, David Kaeli

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Tags: ATI, ATI Radeon HD 5870, Benchmarking, Computer science, Heterogeneous systems, OpenCL

October 2, 2012 by hgpu

Parallel Application Library for Object Recognition

Bor-Yiing Su

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Tags: Algorithms, ATI, ATI Radeon HD 6970, Computer science, Computer vision, nVidia, nVidia GeForce GTX 480, OpenCL, Sparse matrix, Thesis

October 1, 2012 by hgpu

Accelerated Pressure Projection using OpenCL on GPUs

Davoud Saffar Shamshirgar

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Tags: Algorithms, Computer science, Fluid dynamics, Heterogeneous systems, nVidia, nVidia GeForce GTX 560 Ti, OpenCL, Thesis

October 1, 2012 by hgpu

GPGPU Accelerated Texture-Based Radiosity Calculation

Sungkono Surya Tjahyono, Christof Lutteroth, Burkhard Wunsche

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Tags: Algorithms, Computer science, GLSL, nVidia, nVidia GeForce GTX 550 Ti, OpenCL, OpenGL, Rendering

October 1, 2012 by hgpu

Compute Distance Matrices with GPU

Seongho Kim, Ming Ouyang

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Tags: Bioinformatics, Biology, Computer science, CUDA, nVidia, Tesla C2050

October 1, 2012 by hgpu

Synthesizing Structured Traversals from Attribute Grammars

Leo A. Meyerovich, Matthew E. Torok, Eric Atkinson, Rastislav Bodik

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Tags: Algorithms, Computer science, nVidia, nVidia GeForce GT 650 M, OpenCL, Visualization

October 1, 2012 by hgpu

CUDA-Zero: a framework for porting shared memory GPU applications to multi-GPUs

Chen DeHao, Chen WenGuang, Zheng WeiMin

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Tags: Computer science, CUDA, Memory model, nVidia, Tesla C1060

September 30, 2012 by hgpu

Nonperturbative Quantum Field Theory in Astrophysics

Daniel Paul Mazur

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Tags: Astrophysics, CUDA, Gravitation, High Energy Astrophysical Phenomena, nVidia, Physics, Tesla C1060, Thesis

September 30, 2012 by hgpu

ARVO-CL: The OpenCL version of the ARVO package – An efficient tool for computing the accessible surface area and the excluded volume of proteins via analytical equations

Jan Busa Jr., Shura Hayryan, Ming-Chya Wu, Jan Busa, Chin-Kun Hu

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Tags: Algorithms, Biology, Computer science, nVidia, nVidia GeForce GTX 480, OpenCL

September 30, 2012 by hgpu

Real-Time Computer Vision with openCV

Kari Pulli, Anatoly Baksheev, Kirill Kornyakov, Victor Eruhimov

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

September 30, 2012 by hgpu

Performance characterization of data-intensive kernels on AMD Fusion architectures

Kenneth Lee, Heshan Lin, Wu-chun Feng

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Tags: AMD Fusion, ATI, ATI Radeon HD 5870, Computer science, Heterogeneous systems, OpenCL

September 30, 2012 by hgpu

Optimising Unstructured Mesh Computational Fluid Dynamics Applications on Multicores via Machine Learning and Code Transformation

Roxana Rusitoru

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Tags: Algorithms, Fluid dynamics, Heterogeneous systems, Machine learning, nVidia, OpenCL, Optimization, Tesla M2050, Thesis

September 28, 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

See all packages

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high performance computing on graphics processing units: hgpu.org

Applications

Multi2Sim: a simulation framework for CPU-GPU computing

Parallel Application Library for Object Recognition

Accelerated Pressure Projection using OpenCL on GPUs

GPGPU Accelerated Texture-Based Radiosity Calculation

Compute Distance Matrices with GPU

Synthesizing Structured Traversals from Attribute Grammars

CUDA-Zero: a framework for porting shared memory GPU applications to multi-GPUs

Nonperturbative Quantum Field Theory in Astrophysics

ARVO-CL: The OpenCL version of the ARVO package – An efficient tool for computing the accessible surface area and the excluded volume of proteins via analytical equations

Real-Time Computer Vision with openCV

Performance characterization of data-intensive kernels on AMD Fusion architectures

Optimising Unstructured Mesh Computational Fluid Dynamics Applications on Multicores via Machine Learning and Code Transformation

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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