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A GPU Accelerated Algorithm for Compressive Sensing Based Image Super-Resolution

Xifei Wu, Hui Xiang, Peng Lu

Tags: Algorithms, ATI, ATI Stream, Compression, Computer science, Image reconstruction

September 2, 2011 by hgpu

Accelerating String Matching Using Multi-Threaded Algorithm on GPU

Cheng-Hung Lin, Sheng-Yu Tsai, Chen-Hsiung Liu, Shih-Chieh Chang, Jyuo-Min Shyu

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Tags: Algorithms, Computer science, CUDA, nVidia, nVidia GeForce GTX 295, Security, String matching

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

Implementation of Sequential Importance Sampling in GPGPU

Keisuke Hayashi, Masaya M. Saito, Ryo Yoshida, Tomoyuki Higuchi

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Tags: Algorithms, CUDA, Mathematics, Monte Carlo simulation, nVidia, Tesla C870

September 1, 2011 by hgpu

Simultaneous estimation of super-resolved depth and all-in-focus images from a plenoptic camera

F. Perez Nava, J.P. Luke

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Tags: Algorithms, Image processing

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

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

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

tritonBLAS: A Lightweight Triton-based General Matrix Multiplication (GEMM) Library

tritonBLAS: Triton-based Analytical Approach for GEMM Kernel Parameter Selection

hls4ml: Machine learning on FPGAs using HLS

hls4ml: A Flexible, Open-Source Platform for Deep Learning Acceleration on Reconfigurable Hardware

NVIDIA Nemotron Parse 1.1

ThunderKittens: Tile primitives for speedy kernels

ParallelKittens: Systematic and Practical Simplification of Multi-GPU AI Kernels

Iris: AMD RAD's multi-GPU Triton-based framework for seamless multi-GPU programming

Iris: First-Class Multi-GPU Programming Experience in Triton

HipKittens: Fast and Furious AMD Kernels

Fortran xDSL dialects

An MLIR pipeline for offloading Fortran to FPGAs via OpenMP

See all packages

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high performance computing on graphics processing units: hgpu.org

Programming

A GPU Accelerated Algorithm for Compressive Sensing Based Image Super-Resolution

Accelerating String Matching Using Multi-Threaded Algorithm on GPU

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

Implementation of Sequential Importance Sampling in GPGPU

Simultaneous estimation of super-resolved depth and all-in-focus images from a plenoptic camera

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

Efficient floating-point texture decompression

Recent source codes

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

tritonBLAS: A Lightweight Triton-based General Matrix Multiplication (GEMM) Library

hls4ml: Machine learning on FPGAs using HLS

NVIDIA Nemotron Parse 1.1

ThunderKittens: Tile primitives for speedy kernels

Iris: AMD RAD's multi-GPU Triton-based framework for seamless multi-GPU programming

HipKittens: Fast and Furious AMD Kernels

Fortran xDSL dialects

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