high performance computing on graphics processing units: hgpu.org

hgpu.org » Computer science

Construction and Implementation of a Simple Agent-Based System on GPU-Architectures

Gunter Schneckenreither, Stefan Hepp, Daniel Prokesch

View

Download (PDF)

Tags: Algorithms, Computer science, CUDA, nVidia, nVidia GeForce GTX 260, OpenGL

May 8, 2013 by hgpu

Parallel Chen-Han (PCH) Algorithm for Discrete Geodesics

Xiang Ying, Shi-Qing Xin, Ying He

View

Download (PDF)

Tags: Algorithms, Computer science, CUDA, Geodesic Distances, Graphics, nVidia, nVidia GeForce GTX 285, nVidia GeForce GTX 470, nVidia GeForce GTX 580

May 8, 2013 by hgpu

Somoclu: An Efficient Distributed Library for Self-Organizing Maps

Peter Wittek

View

Download (PDF)

Source codes

Tags: Computer science, CUDA, Mathematical Software, MPI, Neural and Evolutionary Computing, nVidia, Package, Self-organizing map, Tesla M2050, Text mining

May 8, 2013 by hgpu

Performance impact of dynamic parallelism on different clustering algorithms

Jeffrey DiMarco, Michela Taufer

View

Download (PDF)

Tags: Algorithms, Clustering, Computer science, CUDA, Hierarchical clustering, nVidia, Tesla K20

May 7, 2013 by hgpu

Color and motion-based particle filter target tracking in a network of overlapping cameras with multi-threading and GPGPU

Francisco Madrigal, Jean-Bernard Hayet

View

Download (PDF)

Tags: Algorithms, Bayesian, Computer science, CUDA, nVidia, nVidia GeForce 9400 M

May 7, 2013 by hgpu

Critical Links Detection using CUDA

Thomas Schnabl

View

Download (PDF)

Tags: Algorithms, Computer science, CUDA, Graph theory, nVidia, nVidia GeForce GTX 560 Ti, Thesis

May 7, 2013 by hgpu

Optimizing CUDA Code By Kernel Fusion – Application on BLAS

Jiri Filipovic, Matus Madzin, Jan Fousek, Ludek Matyska

View

Download (PDF)

Tags: BLAS, Code generation, Computer science, CUBLAS, CUDA, nVidia, nVidia GeForce GTX 480

May 7, 2013 by hgpu

Fast Implementation of Scale Invariant Feature Transform Based on CUDA

Meng Lu

View

Download (PDF)

Tags: Algorithms, Computer science, Computer vision, CUDA, nVidia, nVidia Quadro FX 600, SIFT

May 6, 2013 by hgpu

Real-time Stochastic Optimization of Complex Energy Systems on High Performance Computers

Cosmin G. Petra, Olaf Schenk, Mihai Anitescu

View

Download (PDF)

Tags: Algorithms, Computer science, CUDA, Factorization, nVidia, Optimization, Tesla K20

May 4, 2013 by hgpu

Exploration of Multifrontal Method with GPU in Power Flow Computation

Xue Li, Fangxing Li, Joshua M. Clark

Tags: Computer science, CUDA, Factorization, Linear Algebra, nVidia, Sparse matrix, Tesla M2070

May 4, 2013 by hgpu

GPUWattch: Enabling Energy Optimizations in GPGPUs

Jingwen Leng, Tayler Hetherington, Ahmed ElTantawy, Syed Gilani, Nam Sung Kim, Tor M. Aamodt, Vijay Janapa Reddi

View

Download (PDF)

Tags: Computer science, CUDA, GPGPU-sim, nVidia, nVidia GeForce GTX 480, nVidia Quadro FX 5600, Performance

May 4, 2013 by hgpu

High-Order Schemes for the Shallow Water Equations on GPUs

Espen Graff Berglie

View

Download (PDF)

Tags: Computer science, CUDA, Mathematics, nVidia, nVidia Quadro FX 5000, Thesis

May 4, 2013 by hgpu

Agentic Code Optimization via Compiler-LLM Cooperation

MegaTrain: Full Precision Training of 100B+ Parameter Large Language Models on a Single GPU

Device Virtual Machine (DVM)

DVM: Real-Time Kernel Generation for Dynamic AI Models

AutoKernel: Autoresearch for GPU kernels. Give it any PyTorch model, go to sleep, wake up to optimized Triton kernels

AutoKernel: Autonomous GPU Kernel Optimization via Iterative Agent-Driven Search

SOL-ExecBench: Speed-of-Light Benchmarking for Real-World GPU Kernels Against Hardware Limits

Triton-Sanitizer: A Fast and Device-Agnostic Memory Sanitizer for Triton with Rich Diagnostic Context

* * *

high performance computing on graphics processing units: hgpu.org

Construction and Implementation of a Simple Agent-Based System on GPU-Architectures

Parallel Chen-Han (PCH) Algorithm for Discrete Geodesics

Somoclu: An Efficient Distributed Library for Self-Organizing Maps

Performance impact of dynamic parallelism on different clustering algorithms

Color and motion-based particle filter target tracking in a network of overlapping cameras with multi-threading and GPGPU

Critical Links Detection using CUDA

Optimizing CUDA Code By Kernel Fusion – Application on BLAS

Fast Implementation of Scale Invariant Feature Transform Based on CUDA

Real-time Stochastic Optimization of Complex Energy Systems on High Performance Computers

Exploration of Multifrontal Method with GPU in Power Flow Computation

GPUWattch: Enabling Energy Optimizations in GPGPUs

High-Order Schemes for the Shallow Water Equations on GPUs

Recent source codes

Agentic Code Optimization via Compiler-LLM Cooperation

MegaTrain: Full Precision Training of 100B+ Parameter Large Language Models on a Single GPU

Device Virtual Machine (DVM)

AutoKernel: Autoresearch for GPU kernels. Give it any PyTorch model, go to sleep, wake up to optimized Triton kernels

SOL-ExecBench: Speed-of-Light Benchmarking for Real-World GPU Kernels Against Hardware Limits

Triton-Sanitizer: A Fast and Device-Agnostic Memory Sanitizer for Triton with Rich Diagnostic Context

LLM.Q: Quantized LLM training in pure CUDA/C++

True 4-Bit Quantized CNN Training on CPU

cuFuzz: A GPU-oriented coverage-guided fuzzer for userland CUDA application

KernelSkill: A Multi-Agent Framework for GPU Kernel Optimization

Most viewed papers (last 30 days)