high performance computing on graphics processing units: hgpu.org

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GPU acceleration of Zernike moments for large-scale images

M. Ujaldon

Tags: Computer science, Computer vision, CUDA, Image processing, nVidia, nVidia GeForce 8800 GTX

May 27, 2011 by hgpu

GPU implementation of map-MRF for microscopy imagery segmentation

Danny Crookes, Paul Miller, Hugh Gribben, Charles Gillan, Damian McCaughey

Tags: Algorithms, Biology, CUDA, Image processing, Medicine, nVidia, nVidia GeForce 8800 GTX

May 25, 2011 by hgpu

Real-Time Optical Flow Calculations on FPGA and GPU Architectures: A Comparison Study

Jeff Chase, Brent Nelson, John Bodily, Zhaoyi Wei, Dah-Jye Lee

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Tags: Computer science, Computer vision, CUDA, FPGA, nVidia, nVidia GeForce 8800 GTX, Optical flow

May 23, 2011 by hgpu

Fast Katsevich Algorithm Based on GPU for Helical Cone-Beam Computed Tomography

Guorui Yan, Jie Tian, Shouping Zhu, Chenghu Qin, Yakang Dai, Fei Yang, Di Dong, Ping Wu

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Tags: Cg, Computed tomography, CT, Image processing, Image reconstruction, Medicine, nVidia, nVidia GeForce 8800 GTX, OpenGL, Tomography

May 13, 2011 by hgpu

OpenCL based machine learning labeling of biomedical datasets

Oscar Amoros, Sergio Escalera, Anna Puig

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Tags: GLSL, Image processing, Machine learning, Medicine, nVidia, nVidia GeForce 8800 GTX, nVidia GeForce GTX 470, OpenCL, OpenGL

May 12, 2011 by hgpu

Efficient Parallelization of the Stochastic Simulation Algorithm for Chemically Reacting Systems On the Graphics Processing Unit

Hong Li, Linda Petzold

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Tags: Biology, Chemistry, CUDA, nVidia, nVidia GeForce 8800 GTX, Stochastic simulation

May 10, 2011 by hgpu

GPU Based Fluid Animation over Elastic Surface Models

Bruno Barcellos S. Coutinho, Gilson Antonio Giraldi, Antonio L. Apolinario Jr.

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Source codes

Tags: Computer science, Fluid simulation, Games, nVidia, nVidia GeForce 8800 GTX, Package, Real-time graphics, Rendering

May 9, 2011 by hgpu

Visual cortex on the GPU: Biologically inspired classifier and feature descriptor for rapid recognition

Kris Woodbeck, Gerhard Roth, Huiqiong Chen

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Tags: Computer science, Computer vision, GLSL, Image recognition, nVidia, nVidia GeForce 8800 GTX, OpenGL

May 7, 2011 by hgpu

Robust Adaptive 3-D Segmentation of Vessel Laminae From Fluorescence Confocal Microscope Images and Parallel GPU Implementation

Arunachalam Narayanaswamy, Saritha Dwarakapuram, Christopher S. Bjornsson, Barbara M. Cutler, William Shain, Badrinath Roysam

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Tags: Adaptive threshold, CUDA, Image processing, Medicine, nVidia, nVidia GeForce 8800 GTX

May 6, 2011 by hgpu

Exploiting GPU On-chip Shared Memory for Accelerating Schedulability Analysis

Swaroop Nunna, Unmesh D. Bordoloi, Samarjit Chakraborty, Petru Eles, Zebo Peng

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Tags: Computer science, CUDA, Memory, nVidia, nVidia GeForce 8800 GTX

May 3, 2011 by hgpu

GPU-accelerated Adaptively Sampled Distance Fields

Thiago Bastos, Waldemar Celes

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Tags: Algorithms, Computer science, Computer vision, GLSL, nVidia, nVidia GeForce 8800 GTX, OpenGL, Rendering

April 30, 2011 by hgpu

Aeolian Sand Movement and Interacting with Vegetation: A GPU Based Simulation and Visualization Method

Ning Wang, Bao-Gang Hu

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Tags: Computer science, nVidia, nVidia GeForce 8800 GTX, OpenGL, Physics-based simulation, Visualization

April 28, 2011 by hgpu

gpu_tracker: Context manager and CLI that tracks the computational-resource-usage of a code block or shell command, particularly the GPU usage

gpu_tracker: Python package for tracking and profiling GPU utilization in both desktop and high-performance computing environments

LOOPer: a polyhedral compiler for expressing fast and portable data parallel algorithms

LOOPer: A Learned Automatic Code Optimizer For Polyhedral Compilers

OpenMC Monte Carlo Code

Performance Portable Monte Carlo Particle Transport on Intel, NVIDIA, and AMD GPUs

Polygeist: C/C++ frontend for MLIR

Retargeting and Respecializing GPU Workloads for Performance Portability

Parallel Gaussian process with kernel approximation in CUDA

Optical flow algorithms for SYCL

SYCL in the edge: performance and energy evaluation for heterogeneous acceleration

OpenMP5-Offload-OpenMC-Intel-PVC

Distributed OpenMP Offloading of OpenMC on Intel GPU MAX Accelerators

See all packages

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high performance computing on graphics processing units: hgpu.org

GPU acceleration of Zernike moments for large-scale images

GPU implementation of map-MRF for microscopy imagery segmentation

Real-Time Optical Flow Calculations on FPGA and GPU Architectures: A Comparison Study

Fast Katsevich Algorithm Based on GPU for Helical Cone-Beam Computed Tomography

OpenCL based machine learning labeling of biomedical datasets

Efficient Parallelization of the Stochastic Simulation Algorithm for Chemically Reacting Systems On the Graphics Processing Unit

GPU Based Fluid Animation over Elastic Surface Models

Visual cortex on the GPU: Biologically inspired classifier and feature descriptor for rapid recognition

Robust Adaptive 3-D Segmentation of Vessel Laminae From Fluorescence Confocal Microscope Images and Parallel GPU Implementation

Exploiting GPU On-chip Shared Memory for Accelerating Schedulability Analysis

GPU-accelerated Adaptively Sampled Distance Fields

Aeolian Sand Movement and Interacting with Vegetation: A GPU Based Simulation and Visualization Method

Recent source codes

QArray

Celerity: High-level C++ for Accelerator Clusters

CIFAR-10 Airbench: 94% on CIFAR-10 in 3.29 second

gpu_tracker: Context manager and CLI that tracks the computational-resource-usage of a code block or shell command, particularly the GPU usage

LOOPer: a polyhedral compiler for expressing fast and portable data parallel algorithms

OpenMC Monte Carlo Code

Polygeist: C/C++ frontend for MLIR

Parallel Gaussian process with kernel approximation in CUDA

Optical flow algorithms for SYCL

OpenMP5-Offload-OpenMC-Intel-PVC

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