high performance computing on graphics processing units: hgpu.org

hgpu.org » Optimization

High-Speed Dense Stereo Via Directional Center-Biased Windows on Graphics Hardware

Jiangbo Lu, S. Rogmans, G. Lafruit, F. Catthoor

Tags: Algorithms, Benchmarking, Computer science, nVidia, nVidia GeForce 7900, Optimization, Stereo vision

July 27, 2011 by hgpu

Increasing the Accuracy of the Space-Sweeping Approach to Stereo Reconstruction, using Spherical Backprojection Surfaces

Xenophon Zabulis, Georgios Kordelas, Karsten Mueller, Aljoscha Smolic

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Tags: Algorithms, Computer vision, Image processing, Optimization

July 27, 2011 by hgpu

Central Force Optimization on a GPU: A case study in high performance metaheuristics using multiple topologies

Robert C. Green, Lingfeng Wang, Mansoor Alam, Richard A. Formato

Tags: Algorithms, Computer science, CUDA, Metaheuristics, nVidia, Optimization

July 24, 2011 by hgpu

Small Discrete Fourier Transforms on GPUs

S. Mitra, A. Srinivasan

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Tags: Algorithms, Computer science, CUDA, FFT, Matrix multiplication, nVidia, nVidia GeForce 9800 GTX, Optimization

July 23, 2011 by hgpu

Binary Mesh Partitioning for Cache-Efficient Visualization

Marc Tchiboukdjian, Vincent Danjean, Bruno Raffin

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Tags: Algorithms, Computer science, CUDA, nVidia, nVidia GeForce GTX 280, Optimization, Visualization

July 8, 2011 by hgpu

Optimization of a FDTD code for graphical processing units

P. Sypek, M. Mrozowski

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

July 7, 2011 by hgpu

GPU-Based Heuristic Solver for Linear Sum Assignment Problems Under Real-time Constraints

Roberto Roverso, Amgad Naiem, Mohammed El-Beltagy, Sameh El-Ansary

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Tags: CUDA, Mathematical Software, Mathematics, nVidia, nVidia GeForce GTX 295, Optimization, Performance

June 29, 2011 by hgpu

Optimization of a GPU Implementation of Multi-Dimensional RF Pulse Design Algorithm

Wei Cai, Xiangrong Zhou, Xuelin Cui

Tags: Image reconstruction, Medicine, MRI, nVidia, Optimization, Tesla C1060

June 24, 2011 by hgpu

Optimizing simulated annealing on GPU: A case study with IC floorplanning

Yiding Han, S. Roy, K. Chakraborty

Tags: Algorithms, Computer science, Optimization

June 22, 2011 by hgpu

An FPGA Implementation of Information Theoretic Visual-Saliency System and Its Optimization

Sungmin Bae, Yong Cheol Peter Cho, Sungho Park, Kevin M. Irick, Yongseok Jin, Vijaykrishnan Narayanan

Tags: Computer science, Computer vision, FPGA, Optimization

June 14, 2011 by hgpu

Adaptive Optimization for Petascale Heterogeneous CPU/GPU Computing

Canqun Yang, Feng Wang, Yunfei Du, Juan Chen, Jie Liu, Huizhan Yi, Kai Lu

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Tags: ATI, ATI Radeon HD 4870, ATI Stream, Computer science, Heterogeneous systems, Linear Algebra, Optimization, Presentation

June 9, 2011 by hgpu

DEMCMC-GPU: An Efficient Multi-Objective Optimization Method with GPU Acceleration on the Fermi Architecture

Weihang Zhu, Ashraf Yaseen, Yaohang Li

Tags: Computer science, CUDA, Differential evolution, Monte Carlo simulation, nVidia, Optimization

June 7, 2011 by hgpu

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

MSCCL++: Rethinking GPU Communication Abstractions for Cutting-edge AI Applications

Benchmark compute shader of Unity against InteropUnityCUDA

InteropUnityCUDA: A Tool for Interoperability Between Unity and CUDA

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

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high performance computing on graphics processing units: hgpu.org

High-Speed Dense Stereo Via Directional Center-Biased Windows on Graphics Hardware

Increasing the Accuracy of the Space-Sweeping Approach to Stereo Reconstruction, using Spherical Backprojection Surfaces

Central Force Optimization on a GPU: A case study in high performance metaheuristics using multiple topologies

Small Discrete Fourier Transforms on GPUs

Binary Mesh Partitioning for Cache-Efficient Visualization

Optimization of a FDTD code for graphical processing units

GPU-Based Heuristic Solver for Linear Sum Assignment Problems Under Real-time Constraints

Optimization of a GPU Implementation of Multi-Dimensional RF Pulse Design Algorithm

Optimizing simulated annealing on GPU: A case study with IC floorplanning

An FPGA Implementation of Information Theoretic Visual-Saliency System and Its Optimization

Adaptive Optimization for Petascale Heterogeneous CPU/GPU Computing

DEMCMC-GPU: An Efficient Multi-Objective Optimization Method with GPU Acceleration on the Fermi Architecture

Recent source codes

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

Shamrock: Multi-GPU hydrodynamics for astrophysics

LLMPerf: GPU Performance Modeling meets Large Language Models

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