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Expressive Array Constructs in an Embedded GPU Kernel Programming Language

Koen Claessen, Mary Sheeran, Bo Joel Svensson

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Tags: Algorithms, Code generation, Computer science, CUDA, Data parallelism, nVidia, nVidia GeForce GTX 480, OpenCL, Package, Sorting

March 13, 2012 by hgpu

Parallel Branch and Bound on a CPU-GPU System

Abdelamine Boukedjar, Mohamed Esseghir Lalami, Didier El-Baz

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Tags: Computer science, CUDA, nVidia, Tesla C2050

March 13, 2012 by hgpu

Analyzing CUDA’s Compiler through the Visualization of Decoded GPU Binaries

Cedric Nugteren, Bart Mesman, Henk Corporaal

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Tags: Algorithms, Computer science, CUDA, nVidia, Optimization, Performance, Visualization

March 13, 2012 by hgpu

Dynamic Compilation of Data-Parallel Kernels for Vector Processors

Andrew Kerr, Gregory Diamos, Sudhakar Yalamanchili

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Tags: Benchmarking, Computer science, CUDA, Heterogeneous systems, nVidia

March 12, 2012 by hgpu

GPU Accelerated Computation of Fast Spectral Transforms

Gajic Dusan B., Stankovic Radomir S.

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Tags: Algorithms, ATI, ATI Radeon HD 5650, Computer science, FFT, OpenCL

March 12, 2012 by hgpu

A GPU Algorithm for Greedy Graph Matching

B. O. Fagginger Auer, R. H. Bisseling

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Tags: Algorithms, Computer science, CUDA, nVidia, Package, Tesla C2050

March 12, 2012 by hgpu

A Study of Real-Time Lighting Effects

Michele Christine Clark

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Tags: 3D Graphics and Realism, Computer science, nVidia, nVidia GeForce GTX 460, OpenGL, Thesis

March 12, 2012 by hgpu

GPU Accelerated Real-Time Object Detection on High Resolution Videos Using Modified Census Transform

Salih Cihan Tek, Muhittin Gokmen

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Tags: Computer science, Computer vision, CUDA, nVidia, nVidia GeForce GTX 580

March 11, 2012 by hgpu

Better speedups using simpler parallel programming for graph connectivity and biconnectivity

James A. Edwards, Uzi Vishkin

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Tags: Algorithms, Computer science, CUDA, nVidia, nVidia GeForce GTX 280, nVidia GeForce GTX 480, Performance, Programming techniques

March 11, 2012 by hgpu

NUMA Data-Access Bandwidth Characterization and Modeling

Ryan Karl Braithwaite

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Tags: Benchmarking, Computer science, CUDA, Heterogeneous systems, nVidia, OpenCL, Performance, Tesla C2050, Tesla M2050, Thesis

March 11, 2012 by hgpu

An Algorithm for Fast Edit Distance Computation on GPUs

Reza Farivar, Harshit Kharbanda, Shivaram Venkataraman, Roy H. Campbell

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Tags: Algorithms, Bioinformatics, Biology, Computer science, CUDA, nVidia, nVidia GeForce GTX 275, Security, Sequence alignment

March 11, 2012 by hgpu

GPU Path Tracing

Jincheng Li

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Tags: 3D Graphics and Realism, Computer science, CUDA, nVidia, nVidia GeForce GTX 260, Thesis

March 11, 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

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high performance computing on graphics processing units: hgpu.org

Applications

Expressive Array Constructs in an Embedded GPU Kernel Programming Language

Parallel Branch and Bound on a CPU-GPU System

Analyzing CUDA’s Compiler through the Visualization of Decoded GPU Binaries

Dynamic Compilation of Data-Parallel Kernels for Vector Processors

GPU Accelerated Computation of Fast Spectral Transforms

A GPU Algorithm for Greedy Graph Matching

A Study of Real-Time Lighting Effects

GPU Accelerated Real-Time Object Detection on High Resolution Videos Using Modified Census Transform

Better speedups using simpler parallel programming for graph connectivity and biconnectivity

NUMA Data-Access Bandwidth Characterization and Modeling

An Algorithm for Fast Edit Distance Computation on GPUs

GPU Path Tracing

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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