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Fast Semantic Segmentation of RGB-D Scenes with GPU-Accelerated Deep Neural Networks

Nico Hoft, Hannes Schulz, Sven Behnke

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Tags: Computer science, CUDA, Neural networks, nVidia, nVidia GeForce GTX Titan

August 9, 2014 by hgpu

Parallel Distributed Breadth First Search on the Kepler Architecture

Mauro Bisson, Massimo Bernaschi, Enrico Mastrostefano

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Tags: Computer science, CUDA, Distributed computing, Graph theory, nVidia, Tesla K20

August 9, 2014 by hgpu

GPU Parallel Implementation of the Approximate K-SVD Algorithm Using OpenCL

Paul Irofti, Bogdan Dumitrescu

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Tags: Algorithms, ATI, ATI FirePro V8800, OpenCL, Signal processing

August 9, 2014 by hgpu

Optimizing memory management on heterogeneous systems using polyhedral, compile-time techniques

Vassilis Vassiliadis

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Tags: Computer science, Heterogeneous systems, Memory model, OpenCL, Package, Thesis

August 7, 2014 by hgpu

On the Fly Porn Video Blocking Using Distributed Multi-GPU and Data Mining Approach

Urvesh Devani, Valmik B. Nikam, B.B. Meshram

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Tags: Algorithms, CUDA, Data mining, Filtering, Image processing, nVidia

August 7, 2014 by hgpu

Dense Arithmetic over Finite Fields with the CUMODP Library

Sardar Anisul Haquen, Xin Li, Farnam Mansouri, Marc Moreno Maza, Wei Pan, Ning Xie

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Tags: Algorithms, Computer science, CUDA, FFT, Linear Algebra, Mathematics, nVidia, Package, Tesla C2050

August 7, 2014 by hgpu

Multi-Agent Systems and General-Purpose Computing on Graphics Processing Units: A Survey

Emmanuel Hermellin, Fabien Michel, Jacques Ferber

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Tags: Computer science, CUDA, nVidia, Review

August 7, 2014 by hgpu

Cell Charge Approximation for Accelerating Molecular Simulation on CUDA-Enabled GPU

Shyam Mohan K T, Jayaraj P B

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Tags: Chemistry, CUDA, Electrostatics, Molecular dynamics, Molecular simulation, nVidia, Programming techniques

August 7, 2014 by hgpu

FPGA Acceleration of Multifunction Printer Image Processing using OpenCL

Timothy M. Hunter, Dmitry Denisenko, Sarnath Kannan, Jared M. Bold, Prasanthi Thippabathini, Peter Dusel P.E.

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Tags: ASIC, FPGA, Image processing, OpenCL

August 5, 2014 by hgpu

The Reduction Problem in CUDA and Its Simulation with P Systems

Rodica Ceterchi, Miguel Angel Martinez-del-Amor, Mario J. Perez-Jimenez

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Tags: Computer science, CUDA, Membrane computing, nVidia

August 5, 2014 by hgpu

Image Encryption Using Parallel RSA Algorithm on CUDA

Vaibhav Tuteja

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Tags: Algorithms, CUDA, Image processing, nVidia, RSA, Security

August 5, 2014 by hgpu

Roberts edge detection algorithm based on GPU

Hong Xiang Gong, Liu Hao

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Tags: Algorithms, CUDA, Edge detection, Image processing, nVidia, nVidia GeForce 9600 GSO

August 5, 2014 by hgpu

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

kvcached: Elastic KV cache for dynamic GPU sharing and efficient multi-LLM inference

Towards Efficient and Practical GPU Multitasking in the Era of LLM

Bandicoot: C++ library for GPU accelerated linear algebra

Bandicoot: A Templated C++ Library for GPU Linear Algebra

Luthier: Bridging Auto-Tuning and Vendor Libraries for Efficient Deep Learning Inference

Fused Kernel Library (FKL)

The Fused Kernel Library: A C++ API to Develop Highly-Efficient GPU Libraries

GPUHammer: Rowhammer Attacks on GPU Memories are Practical

Block: Balance Loader of LLM Serving with Context, Knowledge and Predictive Scheduling

Block: Balancing Load in LLM Serving with Context, Knowledge and Predictive Scheduling

SIGMo: Scalable Isomorphism Graph Matching on GPUs

SIGMo: High-Throughput Batched Subgraph Isomorphism on GPUs for Molecular Matching

DGEMM without FP64 Arithmetic - using FP64 Emulation and FP8 Tensor Cores with Ozaki Scheme

DGEMM without FP64 Arithmetic – using FP64 Emulation and FP8 Tensor Cores with Ozaki Scheme

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high performance computing on graphics processing units: hgpu.org

Applications

Fast Semantic Segmentation of RGB-D Scenes with GPU-Accelerated Deep Neural Networks

Parallel Distributed Breadth First Search on the Kepler Architecture

GPU Parallel Implementation of the Approximate K-SVD Algorithm Using OpenCL

Optimizing memory management on heterogeneous systems using polyhedral, compile-time techniques

On the Fly Porn Video Blocking Using Distributed Multi-GPU and Data Mining Approach

Dense Arithmetic over Finite Fields with the CUMODP Library

Multi-Agent Systems and General-Purpose Computing on Graphics Processing Units: A Survey

Cell Charge Approximation for Accelerating Molecular Simulation on CUDA-Enabled GPU

FPGA Acceleration of Multifunction Printer Image Processing using OpenCL

The Reduction Problem in CUDA and Its Simulation with P Systems

Image Encryption Using Parallel RSA Algorithm on CUDA

Roberts edge detection algorithm based on GPU

Recent source codes

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

kvcached: Elastic KV cache for dynamic GPU sharing and efficient multi-LLM inference

Bandicoot: C++ library for GPU accelerated linear algebra

Luthier: Bridging Auto-Tuning and Vendor Libraries for Efficient Deep Learning Inference

Fused Kernel Library (FKL)

GPUHammer: Rowhammer Attacks on GPU Memories are Practical

Block: Balance Loader of LLM Serving with Context, Knowledge and Predictive Scheduling

SIGMo: Scalable Isomorphism Graph Matching on GPUs

DGEMM without FP64 Arithmetic - using FP64 Emulation and FP8 Tensor Cores with Ozaki Scheme

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