high performance computing on graphics processing units: hgpu.org

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Real-time free viewpoint video from uncalibrated cameras using plane-sweep algorithm

Songkran Jarusirisawad, Hideo Saito, Vicent Nozick

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Tags: Algorithms, Computer science, nVidia, nVidia GeForce 8600 M GT, OpenGL, Real-time graphics, Rendering, Virtual reality

August 1, 2011 by hgpu

Adaptive, real-time visual simultaneous localization and mapping

Brian Clipp, Christopher Zach, Jongwoo Lim, Jan-Michael Frahm, Marc Pollefeys

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Tags: Computer science, Computer vision, CUDA, nVidia, Optical flow, Optimization, SIFT, Video tracking

August 1, 2011 by hgpu

VSIPL++ Acceleration Using Commodity Graphics Processors

Dan Campbell

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Tags: ATI, ATI Radeon X1900, Image processing, nVidia, nVidia GeForce 7800 GTX, OpenGL, Rendering, Signal processing

August 1, 2011 by hgpu

Real-time Volumetric Haptic and Visual Burrhole Simulation

Eric Acosta, Alan Liu

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Tags: 3D Graphics and Realism, Algorithms, Computer science, nVidia, nVidia GeForce 7800 GTX, OpenGL, Rendering, Surgical simulation, Virtual reality

August 1, 2011 by hgpu

Towards an embedded biologically-inspired machine vision processor

Vinay Sriram, David Cox, Kuen Hung Tsoi, Wayne Luk

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Tags: Algorithms, ASIC, Computer science, Computer vision, FPGA, Image recognition, nVidia, Tesla C1060

August 1, 2011 by hgpu

Continual surface-based multi-projector blending for moving objects

Peter Lincoln, Greg Welch, Henry Fuchs

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Tags: 3D Graphics and Realism, Computer science, nVidia, nVidia GeForce 9800 GT, OpenGL, Rendering, Virtual reality

August 1, 2011 by hgpu

Image-Space Caustics and Curvatures

Xuan Yu, Feng Li, Jingyi Yu

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Tags: 3D Graphics and Realism, Algorithms, Computer science, nVidia, nVidia GeForce 7800, Raytracing

August 1, 2011 by hgpu

Silhouette Smoothing for Real-Time Rendering of Mesh Surfaces

Lu Wang, Changhe Tu, Wenping Wang, Xiangxu Meng, Bin Chan, Dongming Yan

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Tags: Algorithms, Computer science, nVidia, nVidia GeForce 7800 GT, Rendering

August 1, 2011 by hgpu

Blind image deconvolution algorithm on NVIDIA CUDA platform

Tomas Mazanec, Antonin Hermanek, Jan Kamenicky

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Tags: Algorithms, CUDA, Image processing, nVidia, nVidia GeForce GTX 260

July 31, 2011 by hgpu

Interactive Rendering of Dynamic Geometry

Federico Ponchio, Kai Hormann

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Tags: 3D Graphics and Realism, Algorithms, Computer science, Fluid simulation, nVidia, nVidia GeForce 7900, OpenGL, Rendering

July 31, 2011 by hgpu

Fully 3-D List-Mode OSEM Accelerated by Graphics Processing Units

Guillem Pratx, Garry Chinn, Frezghi Habte, Peter Olcott, Craig Levin

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Tags: Algorithms, Image processing, Image reconstruction, nVidia, nVidia GeForce 7900 GTX, OpenGL, PET

July 31, 2011 by hgpu

STREAMIT: Dynamic visualization and interactive exploration of text streams

Jamal Alsakran, Yang Chen, Ye Zhao, Jing Yang, Dongning Luo

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Tags: Computer science, CUDA, Interactive application, nVidia, nVidia Quadro NVS 295, Visualization

July 31, 2011 by hgpu

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

Agentic Code Optimization via Compiler-LLM Cooperation

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

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

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

LLMQ: Efficient Lower-Precision LLM Training for Consumer GPUs

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

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high performance computing on graphics processing units: hgpu.org

Real-time free viewpoint video from uncalibrated cameras using plane-sweep algorithm

Adaptive, real-time visual simultaneous localization and mapping

VSIPL++ Acceleration Using Commodity Graphics Processors

Real-time Volumetric Haptic and Visual Burrhole Simulation

Towards an embedded biologically-inspired machine vision processor

Continual surface-based multi-projector blending for moving objects

Image-Space Caustics and Curvatures

Silhouette Smoothing for Real-Time Rendering of Mesh Surfaces

Blind image deconvolution algorithm on NVIDIA CUDA platform

Interactive Rendering of Dynamic Geometry

Fully 3-D List-Mode OSEM Accelerated by Graphics Processing Units

STREAMIT: Dynamic visualization and interactive exploration of text streams

Recent source codes

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

Device Virtual Machine (DVM)

Agentic Code Optimization via Compiler-LLM Cooperation

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

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

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

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

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

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