high performance computing on graphics processing units: hgpu.org

Tomoyoshi Shimobaba, Jian Tong Weng, Takahiro Sakurai, Naohisa Okada, Takashi Nishitsuji, Naoki Takada, Atsushi Shiraki, Nobuyuki Masuda, Tomoyoshi Ito

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Tags: Computational Physics, CUDA, nVidia, nVidia GeForce GTX 295, nVidia GeForce GTX 460, nVidia GeForce GTX 580, Optics, Physics

July 29, 2011 by hgpu

High-Speed Stream-Centric Dense Stereo and View Synthesis on Graphics Hardware

Jiangbo Lu, S. Rogmans, G. Lafruit, F. Catthoor

Tags: Algorithms, Computer science, nVidia, nVidia GeForce 7900, Rendering, Stereo vision

July 29, 2011 by hgpu

A reduced order explicit dynamic finite element algorithm for surgical simulation

Z. A. Taylor, S. Crozier, S. Ourselin

Tags: Algorithms, Finite element method, Medicine, Surgical simulation

July 29, 2011 by hgpu

FPGA Accelerated Simulation of Biologically Plausible Spiking Neural Networks

David B. Thomas, Wayne Luk

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Tags: Computer science, CUDA, FPGA, Neural networks, nVidia, nVidia GeForce GT 200, Performance

July 29, 2011 by hgpu

CUDAnalyst (CUDA + Analyst)

Towards Feedback-to-Plan Decisions for Self-Evolving LLM Agents in CUDA Kernel Generation

CodegenBench

CodegenBench: Can LLMs Write Efficient Code Across Architectures?

KernelBenchX: A Comprehensive Benchmark for Evaluating LLM-Generated GPU Kernels

CuTile Benchmark Suite: Performance and Productivity Tradeoffs for GPU Kernel Programming on Blackwell Architecture

Evaluating CUDA Tile for AI Workloads on Hopper and Blackwell GPUs

Device Virtual Machine (DVM)

DVM: Real-Time Kernel Generation for Dynamic AI Models

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

Agentic Code Optimization via Compiler-LLM Cooperation

See all packages

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high performance computing on graphics processing units: hgpu.org

Programming

Power-efficient medical image processing using PUMA

Light propagation for mixed polygonal and volumetric data

Online video synthesis for removing occluding objects using multiple uncalibrated cameras via plane sweep algorithm

Interactive Collision Detection for Deformable Models Using Streaming AABBs

Dense Photometric Stereo: A Markov Random Field Approach

A parallel accelerator for semantic search

Real-time voxelization for complex polygonal models

A 3D radiative transfer framework: XIII. OpenCL implementation

Computational wave optics library for C++: CWO++ library

High-Speed Stream-Centric Dense Stereo and View Synthesis on Graphics Hardware

A reduced order explicit dynamic finite element algorithm for surgical simulation

FPGA Accelerated Simulation of Biologically Plausible Spiking Neural Networks

Recent source codes

CUDAnalyst (CUDA + Analyst)

CodegenBench

KernelBenchX: A Comprehensive Benchmark for Evaluating LLM-Generated GPU Kernels

CUDA Kernel Fusion Benchmarks

IntelliKit: Agent-first tooling for AMD hardware

DITRON: Distributed Compiler based on Triton for Parallel Systems

CuTile Benchmark Suite: Performance and Productivity Tradeoffs for GPU Kernel Programming on Blackwell Architecture

Device Virtual Machine (DVM)

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

Agentic Code Optimization via Compiler-LLM Cooperation

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