high performance computing on graphics processing units: hgpu.org

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A High-Performance Brownian Bridge for GPUs: Lessons for Bandwidth Bound Applications

Jacques Du Toit

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Tags: Computer science, CUDA, nVidia, Package, Pseudo-random number generators, Tesla C2050

April 4, 2012 by hgpu

Depth Estimation using Open Compute Language (OpenCL)

Giovanni Visentini, Amit Gupta

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Tags: Algorithms, Computational Complexity, Image processing, nVidia, nVidia Quadro NVS 295, OpenCL

April 4, 2012 by hgpu

Fine-Grained Treatment to Synchronizations in GPU-to-CPU Translation

Ziyu Guo, Xipeng Shen

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Tags: Code generation, Compilers, Computer science, CUDA, nVidia

April 4, 2012 by hgpu

Novel GPU Implementation of Jacobi Algorithm for Karhunen-Loeve Transform of Dense Matrices

Mustafa U. Torun, Onur Yilmaz, Ali N. Akansu

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Tags: Algorithms, Computer science, CUDA, Linear Algebra, nVidia, Tesla C2070

April 4, 2012 by hgpu

Implementation Of Decoders for LDPC Block Codes and LDPC Convolutional Codes Based on GPUs

Yue Zhao, Francis C. M. Lau

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Tags: Algorithms, Computer science, CUDA, nVidia, nVidia GeForce GTX 460, Parity-check codes

April 4, 2012 by hgpu

Temporally Consistent Disparity and Optical Flow via Efficient Spatio-temporal Filtering

Asmaa Hosni, Christoph Rhemann, Michael Bleyer, Margrit Gelautz

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Tags: Algorithms, Computer science, Computer vision, CUDA, Filtering, nVidia, nVidia GeForce GTX 480, Optical flow

April 3, 2012 by hgpu

Towards Adaptive GPU Resource Management for Embedded Real-Time Systems

Junsung Kim, Raj Rajkumar, Shinpei Kato

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Tags: Computer science, CUDA, Heterogeneous systems, nVidia

April 2, 2012 by hgpu

An Efficient Block Cipher Implementation on Many-Core Graphics Processing Units

Sangpil Lee, Deokho Kim, Jaeyoung Yi, Won Woo Ro

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Tags: Algorithms, Block Ciphers, Computer science, CUDA, Electronic design automation, nVidia, nVidia GeForce GTX 285, Security

April 2, 2012 by hgpu

On the Cryptanalysis of Public-Key Cryptography

Joppe Willem Bos

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Tags: Computer science, CUDA, Elliptic curves, Factorization, Modular arithmetic, nVidia, Playstation, Security, Thesis

April 2, 2012 by hgpu

GPU Programming Strategies and Trends in GPU Computing

Andre R. Brodtkorb, Trond R. Hagen, Martin L. Saetra

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Tags: Computer science, Heterogeneous systems, Optimization, Overview

April 2, 2012 by hgpu

Nested Data-Parallelism on the GPU

Lars Bergstrom, John Reppy

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Tags: Algorithms, Compilers, Computer science, CUDA, Data parallelism, nVidia, Package, Programming Languages, Tesla C2050

March 31, 2012 by hgpu

Distributed Password Cracking Platform

Gerrie Veerman, Dimitar Pavlov

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Tags: Computer science, MPI, Review, Security, Thesis

March 31, 2012 by hgpu

Allo: Accelerator Design Language

Dato: A Task-Based Programming Model for Dataflow Accelerators

Towards Robust Agentic CUDA Kernel Benchmarking, Verification, and Optimization

torchPDLP: Primal-Dual Linear Programming in PyTorch. In collaboration with AMD and IPAM

Accelerating a Linear Programming Algorithm on AMD GPUs

Benchmarks for Dissecting CPU-GPU Unified Physical Memory on AMD MI300A APUs

Dissecting CPU-GPU Unified Physical Memory on AMD MI300A APUs

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high performance computing on graphics processing units: hgpu.org

Applications

A High-Performance Brownian Bridge for GPUs: Lessons for Bandwidth Bound Applications

Depth Estimation using Open Compute Language (OpenCL)

Fine-Grained Treatment to Synchronizations in GPU-to-CPU Translation

Novel GPU Implementation of Jacobi Algorithm for Karhunen-Loeve Transform of Dense Matrices

Implementation Of Decoders for LDPC Block Codes and LDPC Convolutional Codes Based on GPUs

Temporally Consistent Disparity and Optical Flow via Efficient Spatio-temporal Filtering

Towards Adaptive GPU Resource Management for Embedded Real-Time Systems

An Efficient Block Cipher Implementation on Many-Core Graphics Processing Units

On the Cryptanalysis of Public-Key Cryptography

GPU Programming Strategies and Trends in GPU Computing

Nested Data-Parallelism on the GPU

Distributed Password Cracking Platform

Recent source codes

Allo: Accelerator Design Language

Towards Robust Agentic CUDA Kernel Benchmarking, Verification, and Optimization

HPC Benchmark Survey

HDM: Home made Diffusion Models

General Matrix Multiplication (GEMM)

CrossTL: Universal Programming Language & Translator

TBD-GPU

DG-SWEM - The Discontinuous Galerkin Shallow Water Equation Model

torchPDLP: Primal-Dual Linear Programming in PyTorch. In collaboration with AMD and IPAM

Benchmarks for Dissecting CPU-GPU Unified Physical Memory on AMD MI300A APUs

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