high performance computing on graphics processing units: hgpu.org

Applications

hgpu.org » Applications

Fermi GF100 GPU Architecture

Craig M. Wittenbrink, Emmett Kilgariff, Arjun Prabhu

Tags: Computer science, CUDA, Hardware Architecture, nVidia, Review

May 15, 2011 by hgpu

Investigating the use of GPU-accelerated nodes for SAR image formation

Timothy D. R. Hartley, Ahmed R. Fasih, Charles A. Berdanier, Fusun Ozguner, Umit V. Catalyurek

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Tags: Electromagnetics simulation, nVidia, nVidia Quadro FX 5600, Signal processing

May 15, 2011 by hgpu

A GPU Algorithm for IC Floorplanning: Specification, Analysis and Optimization

Yiding Han, Koushik Chakraborty, Sanghamitra Roy, Vilasita Kuntamukkala

Tags: Algorithms, CAD, Computer science

May 15, 2011 by hgpu

Automated pose estimation in 3D point clouds applying annealing particle filters and inverse kinematics on a GPU

N.H. Lehment, D. Arsic, M. Kaiser, G. Rigoll

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Tags: Computer science, Computer vision, CUDA, nVidia, nVidia GeForce GTX 275, Particle filtering

May 15, 2011 by hgpu

Case Study: GPU-based implementation of sequence pair based floorplanning using CUDA

Won Ha Choi, Xun Liu

Tags: CAD, Computer science, CUDA, nVidia

May 15, 2011 by hgpu

Real-time Forest Simulation for a Flight Simulator using a GPU; Graphics Card Acceleration

J.-M. Laferte, G. Daussin, J. Flifla, P. Haigron

Tags: Algorithms, Computer science, CUDA, nVidia, Real-time graphics, Rendering

May 15, 2011 by hgpu

GPU-based accelerated FDTD simulations for double negative (DNG) materials applications

Shen Chen, Sun Dong, Wu Xian-liang

Tags: Electrodynamics, Electromagnetics simulation, FDTD, Finite-difference time-domain

May 14, 2011 by hgpu

Understanding the efficiency of parallel incomplete Cholesky preconditioners on the performance of ICCG solvers for multi-core and GPU systems

H. Moghnieh, D.A. Lowther

Tags: Algorithms, Conjugate gradient solver, Mathematics

May 14, 2011 by hgpu

Performance and power consumption investigation for execution of integer operations on CPU and GPU processors for multimedia applications

A. Iovanovici, C. Visan, M. Marcu

Tags: Computer science, Energy-efficient computing, Performance

May 14, 2011 by hgpu

Iterative SLE Solvers over a CPU-GPU Platform

Alecio P.D. Binotto, Christian Daniel, Daniel Weber, Arjan Kuijper, Andre Stork, Carlos Pereira, Dieter Fellner

Tags: Algorithms, Fluid dynamics, Heterogeneous systems, Linear Algebra

May 14, 2011 by hgpu

Elevation-based MRF stereo implemented in real-time on a GPU

V. Ivanchenko, H. Shen, J. Coughlan

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Tags: Algorithms, Computer science, Computer vision, nVidia, nVidia GeForce 9800 GTX, nVidia GeForce GTX 260

May 14, 2011 by hgpu

Softassign and EM-ICP on GPU

Toru Tamaki, Miho Abe, Bisser Raytchev, Kazufumi Kaneda

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Source codes

Tags: 3D Graphics and Realism, Algorithms, Computer science, CUDA, nVidia, nVidia GeForce 8800 GT, Package

May 14, 2011 by hgpu

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

BoltzGen:Toward Universal Binder Design

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

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

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high performance computing on graphics processing units: hgpu.org

Applications

Fermi GF100 GPU Architecture

Investigating the use of GPU-accelerated nodes for SAR image formation

A GPU Algorithm for IC Floorplanning: Specification, Analysis and Optimization

Automated pose estimation in 3D point clouds applying annealing particle filters and inverse kinematics on a GPU

Case Study: GPU-based implementation of sequence pair based floorplanning using CUDA

Real-time Forest Simulation for a Flight Simulator using a GPU; Graphics Card Acceleration

GPU-based accelerated FDTD simulations for double negative (DNG) materials applications

Understanding the efficiency of parallel incomplete Cholesky preconditioners on the performance of ICCG solvers for multi-core and GPU systems

Performance and power consumption investigation for execution of integer operations on CPU and GPU processors for multimedia applications

Iterative SLE Solvers over a CPU-GPU Platform

Elevation-based MRF stereo implemented in real-time on a GPU

Softassign and EM-ICP on GPU

Recent source codes

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

BoltzGen:Toward Universal Binder Design

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

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

Most viewed papers (last 30 days)