high performance computing on graphics processing units: hgpu.org

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XMT-GPU: A PRAM Architecture for Graphics Computation

Thomas M. DuBois, Bryant Lee, Yi Wang, Marc Olano, Uzi Vishkin

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Tags: Algorithms, ATI, ATI Radeon X700 Pro, Computer science, nVidia, nVidia GeForce 7900 GTX, nVidia GeForce 8800 GTX, OpenGL, Programming techniques

February 6, 2011 by hgpu

A Graphics Hardware-Based Vortex Detection and Visualization System

Simon Stegmaier, Thomas Ertl

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Tags: ATI, ATI Radeon 9800 XT, Computer science, Fluid simulation, HLSL, Rendering, Visualization

February 4, 2011 by hgpu

A Novel Monte Carlo Noise Reduction Operator

Ruifeng Xu, Sumanta N. Pattanaik

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Tags: ATI, ATI Radeon 9700, Filtering, Image processing, Package

January 30, 2011 by hgpu

Fast GPU-based normal map generation for simplified models

Jesus Gumbau, Carlos Gonzalez, Miguel Chover

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Tags: 3D Graphics and Realism, ATI, Computer science, nVidia, nVidia GeForce 6800, Shaders

January 30, 2011 by hgpu

Correlating Radio Astronomy Signals with Many-Core Hardware

Rob van Nieuwpoort, John Romein

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Tags: Astrophysics, ATI, ATI CAL, ATI Radeon HD 4870, ATI Stream, Brook, Cell processor, CUDA, nVidia, OpenCL, Performance, Physics, Signal processing, Tesla C1060

January 26, 2011 by hgpu

Random Walks for Interactive Organ Segmentation in Two and Three Dimensions: Implementation and Validation

Leo Grady, Thomas Schiwietz, Shmuel Aharon, Rudiger Westermann

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Tags: ATI, ATI Radeon X800 XT, Computer science, Image processing, Medicine

January 15, 2011 by hgpu

GPU-PIV

Thomas Schiwietz, Rudiger Westermann

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Tags: ATI, ATI Radeon 9800 XT, Computer science, FFT, Image processing, OpenGL

January 13, 2011 by hgpu

GPU-Based 3D Texture Advection for the Visualization of Unsteady Flow Fields

Daniel Weiskopf, Thomas Ertl

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Tags: ATI, ATI Radeon 9700, ATI Radeon 9800 Pro, Computer science, Fluid simulation, nVidia, OpenGL, Rendering, Visualization

January 13, 2011 by hgpu

GPU-Based Nonlinear Ray Tracing

Daniel Weiskopf, Tobias Schafhitzel, Thomas Ertl

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Tags: 3D Graphics and Realism, ATI, ATI Radeon 9700, Computer science, DirectX, Image generation

January 11, 2011 by hgpu

Comparing Hardware Accelerators in Scientific Applications: A Case Study

Rick Weber, Akila Gothandaraman, Robert J. Hinde, Gregory D. Peterson

Tags: ATI, Brook, Computer science, CUDA, FPGA, nVidia, OpenCL, Performance

January 10, 2011 by hgpu

Real-time stereo matching using orthogonal reliability-based dynamic programming

Minglun Gong, Yee-Hong H. Yang

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Tags: Algorithms, ATI, ATI Radeon X800, DirectX, HLSL, Image processing

January 8, 2011 by hgpu

Techniques for efficient, real-time, 3D visualization of multi-modality cardiac data using consumer graphics hardware

David Levin, Usaf Aladl, Guido Germano, Piotr Slomka

Tags: ATI, ATI Radeon 9700 Pro, Computed tomography, CT, Image processing, Medicine, MRI, Rendering, Visualization

January 8, 2011 by hgpu

Data-efficient LLM Fine-tuning for Code Generation

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

DeepCompile: A Compiler-Driven Approach to Optimizing Distributed Deep Learning Training

Large Language Model Powered C-to-CUDA Code Translation: A Novel Auto-Parallelization Framework

GigaAPI: a user-space API that simplifies multi-GPU programming, bridging the gap between the capabilities of parallel GPU systems and the ability of developers to harness their full potential

GigaAPI for GPU Parallelization

Coccinelle: a C code transformation engine using SmPL for matches, refactorings, and bug fixing

Advances in Semantic Patching for HPC-oriented Refactorings with Coccinelle

DuoReduce: MLIR's benchmark

Hardware-Assisted Software Testing and Debugging for Heterogeneous Computing

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high performance computing on graphics processing units: hgpu.org

XMT-GPU: A PRAM Architecture for Graphics Computation

A Graphics Hardware-Based Vortex Detection and Visualization System

A Novel Monte Carlo Noise Reduction Operator

Fast GPU-based normal map generation for simplified models

Correlating Radio Astronomy Signals with Many-Core Hardware

Random Walks for Interactive Organ Segmentation in Two and Three Dimensions: Implementation and Validation

GPU-PIV

GPU-Based 3D Texture Advection for the Visualization of Unsteady Flow Fields

GPU-Based Nonlinear Ray Tracing

Comparing Hardware Accelerators in Scientific Applications: A Case Study

Real-time stereo matching using orthogonal reliability-based dynamic programming

Techniques for efficient, real-time, 3D visualization of multi-modality cardiac data using consumer graphics hardware

Recent source codes

PELSI: Power-Efficient Layer-Switched Inference

Ouroboros: Virtualized Queues for dynamic memory management

MSCCL++: A GPU-driven communication stack for scalable AI applications

Benchmark compute shader of Unity against InteropUnityCUDA

Data-efficient LLM Fine-tuning for Code Generation

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

Large Language Model Powered C-to-CUDA Code Translation: A Novel Auto-Parallelization Framework

GigaAPI: a user-space API that simplifies multi-GPU programming, bridging the gap between the capabilities of parallel GPU systems and the ability of developers to harness their full potential

Coccinelle: a C code transformation engine using SmPL for matches, refactorings, and bug fixing

DuoReduce: MLIR's benchmark

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