high performance computing on graphics processing units: hgpu.org

Programming

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Parallelize L-BFGS-B on the GPU

Yun Fei, Wenping Wang, Bin Wang

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Tags: Algorithms, Computer science, CUDA, Nonlinear optimization, nVidia, nVidia GeForce GTX 580, Package, Tessellation, Voronoi diagram

September 14, 2012 by hgpu

An Optimized Parallel IDCT on Graphics Processing Units

Biao Wang, Mauricio Alvarez-Mesa, Chi Ching Chi, Ben Juurlink

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Tags: Computer science, H.264/AVC, nVidia, nVidia GeForce GT 430, nVidia GeForce GTS 450, nVidia GeForce GTX 560 Ti, OpenCL

September 14, 2012 by hgpu

Parallel Ray Tracing Simulations with MATLAB for Dynamic Lens Systems

Nicolai Wengert, Dan Negrut

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Tags: Computer science, CUDA, nVidia, nVidia GeForce GT 540 M, nVidia GeForce GTX 480, Raytracing, Tesla C2050

September 14, 2012 by hgpu

On the Validation and Applications of a Parallel Flexible Multi-Body Dynamics Implementation

Daniel J. Melanz

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Tags: Computer science, CUDA, nVidia, nVidia GeForce GTX 480, Tesla C2070, Thesis

September 14, 2012 by hgpu

Accelerating Sparse Matrix Kernels on Graphics Processing Units

Kiran Kumar Matam

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Tags: Algorithms, Computer science, CUDA, Matrix multiplication, nVidia, Sparse matrix, Tesla C1060, Tesla C2050, Thesis

September 14, 2012 by hgpu

Data Sorting Using Graphics Processing Units

Marko J. Misic, Milo V. Tomasevic

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Tags: Algorithms, Computer science, CUDA, nVidia, nVidia GeForce GTS 250, Sorting

September 13, 2012 by hgpu

GPU Fluid Simulation using Smoothed Particle Hydrodynamics

Salik Syed

Tags: 3D Graphics and Realism, Fluid dynamics, Fluid simulation, Nearest neighbour, OpenCL, OpenGL, Rendering

September 13, 2012 by hgpu

Exploring Heterogeneous Scheduling using the Task-Centric Programming Model

Artur Podobas, Mats Brorsson, Vladimir Vlassov

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Tags: Computer science, CUDA, Heterogeneous systems, nVidia, nVidia Quadro FX 570, Task scheduling

September 13, 2012 by hgpu

Multi-GPU implementation of the NICAM atmospheric model

Irina Demeshko, Naoya Maruyama, Hirofumi Tomita, Satoshi Matsuoka

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Tags: CUDA, Earth and Space Sciences, Fortran, nVidia, Tesla M2050

September 13, 2012 by hgpu

Systematic Approach in Optimizing Numerical Memory-Bound Kernels on GPU

Ahmad Abdelfattah, David Keyes, Hatem Ltaief

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

September 13, 2012 by hgpu

Hotspot Analysis Based Partial CUDA Acceleration of HMMER 3.0 on GPGPUs

Fahian Ahmed, Saddam Quirem, Gak Min, Byeong Kil Lee

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Tags: Bioinformatics, Biology, CUDA, nVidia, nVidia GeForce GTX 460, Tesla C1060

September 12, 2012 by hgpu

Fast Determination of the Number of Endmembers for Real-Time Hyperspectral Unmixing on GPUs

Sergio Sanchez, Antonio Plaza

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Tags: CUDA, Image processing, nVidia, nVidia GeForce GTX 580

September 12, 2012 by hgpu

bioagent-bench: Benchmark for evaluating LLM agents in bioinformatics

BioAgent Bench: An AI Agent Evaluation Suite for Bioinformatics

Benchmark suite for LLM inference on NVIDIA consumer GPUs

Private LLM Inference on Consumer Blackwell GPUs: A Practical Guide for Cost-Effective Local Deployment in SMEs

Theorizer: from the paper Generating Literature-Driven Scientific Discoveries at Scale

Generating Literature-Driven Scientific Theories at Scale

Nsight Python: a Python kernel profiling interface based on NVIDIA Nsight Tools

Nsight Python: A Python-First Profiling Toolkit for Seamless GPU Kernel Analysis (Tool)

Awesome LLM-Driven Kernel Generation

Towards Automated Kernel Generation in the Era of LLMs

PhysProver: Advancing Automatic Theorem Proving for Physics

ParaCodex: A Profiling-Guided Autonomous Coding Agent for Reliable Parallel Code Generation and Translation

SeedFold: Scaling Biomolecular Structure Prediction

Tilus: A Tile-Level GPU Kernel Programming Language

Tilus: A Tile-Level GPGPU Programming Language for Low-Precision Computation

Memory-Efficient Acceleration of Block Low-Rank Foundation Models on Resource Constrained GPUs

See all packages

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high performance computing on graphics processing units: hgpu.org

Programming

Parallelize L-BFGS-B on the GPU

An Optimized Parallel IDCT on Graphics Processing Units

Parallel Ray Tracing Simulations with MATLAB for Dynamic Lens Systems

On the Validation and Applications of a Parallel Flexible Multi-Body Dynamics Implementation

Accelerating Sparse Matrix Kernels on Graphics Processing Units

Data Sorting Using Graphics Processing Units

GPU Fluid Simulation using Smoothed Particle Hydrodynamics

Exploring Heterogeneous Scheduling using the Task-Centric Programming Model

Multi-GPU implementation of the NICAM atmospheric model

Systematic Approach in Optimizing Numerical Memory-Bound Kernels on GPU

Hotspot Analysis Based Partial CUDA Acceleration of HMMER 3.0 on GPGPUs

Fast Determination of the Number of Endmembers for Real-Time Hyperspectral Unmixing on GPUs

Recent source codes

bioagent-bench: Benchmark for evaluating LLM agents in bioinformatics

Benchmark suite for LLM inference on NVIDIA consumer GPUs

Theorizer: from the paper Generating Literature-Driven Scientific Discoveries at Scale

Nsight Python: a Python kernel profiling interface based on NVIDIA Nsight Tools

Awesome LLM-Driven Kernel Generation

PhysProver: Advancing Automatic Theorem Proving for Physics

ParaCodex: A Profiling-Guided Autonomous Coding Agent for Reliable Parallel Code Generation and Translation

SeedFold: Scaling Biomolecular Structure Prediction

Tilus: A Tile-Level GPU Kernel Programming Language

Memory-Efficient Acceleration of Block Low-Rank Foundation Models on Resource Constrained GPUs

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