high performance computing on graphics processing units: hgpu.org

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GPU Versus FPGA for High Productivity Computing

David H. Jones, Adam Powell, Christos-Savvas Bouganis, Peter Y. K. Cheung

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Tags: Benchmarking, Computer science, CUDA, FPGA, Heterogeneous systems, nVidia, nVidia GeForce GTX 285

September 2, 2011 by hgpu

Case study: Interactive rendering of adaptive mesh refinement data

Sanghun Park, Chandrajit L. Bajaj, Vinay Siddavanahalli

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Tags: Algorithms, Computer science, KD-tree, nVidia, nVidia GeForce 3, OpenGL, Rendering, Visualization

September 2, 2011 by hgpu

Energy-optimized mapping of application to smartphone platform – A case study of mobile face recognition

Yi-Chu Wang, Kwang-Ting (Tim) Cheng

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Tags: Algorithms, Computational Complexity, Computer science, Computer vision, DSP, Heterogeneous systems, Image recognition, nVidia, Optimization

September 1, 2011 by hgpu

GOST-28147 Encryption Implementation on Graphics Processing Units

Victor Korobitsin, Sergey Ilyin

Tags: Algorithms, Computer science, DirectX, OpenGL, Security

September 1, 2011 by hgpu

Water simulation based on HLSL

Xuejun Li, Meng Xu

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Tags: 3D Graphics and Realism, Computer science, HLSL, nVidia, Rendering

September 1, 2011 by hgpu

Real-time, accurate depth of field using anisotropic diffusion and programmable graphics cards

Marcelo Bertalmio, Pere Fort, Daniel Sanchez-Crespo

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Tags: 3D Graphics and Realism, Algorithms, Computer science, Differential equations, nVidia, nVidia GeForce FX 5950 Ultra, Partial differential equations, PDEs, Rendering

September 1, 2011 by hgpu

Fast locally consistent dense stereo on multicore

Stefano Mattoccia

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Tags: Algorithms, Computer science, Computer vision, FPGA, Optimization, Stereo vision

September 1, 2011 by hgpu

Parallel hierarchical cross entropy optimization for on-chip decap budgeting

Xueqian Zhao, Yonghe Guo, Zhuo Feng, Shiyan Hu

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Tags: Algorithms, Benchmarking, CAD, Computer science, CUDA, Nonlinear optimization, nVidia, nVidia GeForce GTX 285, Optimization, Probability

September 1, 2011 by hgpu

Real-time human detection using contour cues

Jianxin Wu, Christopher Geyer, James M. Rehg

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Tags: Algorithms, Computer science, Computer vision

September 1, 2011 by hgpu

A Novel Interface for Interactive Exploration of DTI Fibers

Wei Chen, Zi'ang Ding, Song Zhang, A. MacKay-Brandt, S. Correia, Huamin Qu, J.A. Crow, D.F. Tate, Zhicheng Yan, Qunsheng Peng

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Tags: Computer science, Diffusion tensor, nVidia, nVidia GeForce GTX 280, OpenGL, Optimization, Rendering, Visualization

August 31, 2011 by hgpu

Efficient floating-point texture decompression

Tomi Aarnio, Claudio Brunelli, Timo Viitanen

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Tags: Algorithms, Compression, Computer science, Presentation

August 31, 2011 by hgpu

A framework for volume segmentation and visualization using Augmented Reality

Takehiro Tawara, Kenji Ono

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Tags: Augmented reality, Computer science, MRI, nVidia, nVidia GeForce 8800 GTX, Rendering, Visualization

August 31, 2011 by hgpu

ParaCodex: A Profiling-Guided Autonomous Coding Agent for Reliable Parallel Code Generation and Translation

SeedFold: Scaling Biomolecular Structure Prediction

Tilus: A Tile-Level GPU Kernel Programming Language

Tilus: A Tile-Level GPGPU Programming Language for Low-Precision Computation

Memory-Efficient Acceleration of Block Low-Rank Foundation Models on Resource Constrained GPUs

BoltzGen:Toward Universal Binder Design

CUDA-L2: Surpassing cuBLAS Performance for Matrix Multiplication through Reinforcement Learning

cuPilot: A Strategy-Coordinated Multi-agent Framework for CUDA Kernel Evolution

MATLAB Tensor Core models

Accurate Models of NVIDIA Tensor Cores

TritonForge: Transform PyTorch Operations into Optimized GPU Kernels with LLMs

TritonForge: Profiling-Guided Framework for Automated Triton Kernel Optimization

RLTune: Hybrid Learning and Optimization-Based Dynamic Scheduling for DL Workloads on Heterogeneous GPU Clusters

Hybrid Learning and Optimization-Based Dynamic Scheduling for DL Workloads on Heterogeneous GPU Clusters

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high performance computing on graphics processing units: hgpu.org

GPU Versus FPGA for High Productivity Computing

Case study: Interactive rendering of adaptive mesh refinement data

Energy-optimized mapping of application to smartphone platform – A case study of mobile face recognition

GOST-28147 Encryption Implementation on Graphics Processing Units

Water simulation based on HLSL

Real-time, accurate depth of field using anisotropic diffusion and programmable graphics cards

Fast locally consistent dense stereo on multicore

Parallel hierarchical cross entropy optimization for on-chip decap budgeting

Real-time human detection using contour cues

A Novel Interface for Interactive Exploration of DTI Fibers

Efficient floating-point texture decompression

A framework for volume segmentation and visualization using Augmented Reality

Recent source codes

ParaCodex: A Profiling-Guided Autonomous Coding Agent for Reliable Parallel Code Generation and Translation

SeedFold: Scaling Biomolecular Structure Prediction

Tilus: A Tile-Level GPU Kernel Programming Language

Memory-Efficient Acceleration of Block Low-Rank Foundation Models on Resource Constrained GPUs

BoltzGen:Toward Universal Binder Design

CUDA-L2: Surpassing cuBLAS Performance for Matrix Multiplication through Reinforcement Learning

cuPilot: A Strategy-Coordinated Multi-agent Framework for CUDA Kernel Evolution

MATLAB Tensor Core models

TritonForge: Transform PyTorch Operations into Optimized GPU Kernels with LLMs

RLTune: Hybrid Learning and Optimization-Based Dynamic Scheduling for DL Workloads on Heterogeneous GPU Clusters

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