high performance computing on graphics processing units: hgpu.org

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Efficient and Accurate Sound Propagation Using Adaptive Rectangular Decomposition

Nikunj Raghuvanshi, Rahul Narain, Ming C. Lin

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Tags: Computational acoustics, Computer science, FDTD, nVidia, nVidia GeForce GTX 280

November 22, 2010 by hgpu

vCUDA: GPU accelerated high performance computing in virtual machines

Lin Shi, Hao Chen, Jianhua Sun

Tags: Computer science, Virtualization

November 22, 2010 by hgpu

Optimal rotation alignment of 3D objects using a GPU-based similarity function

Michael Martinek, Roberto Grosso

Tags: Computer science, Optimization, Rotation alignment, Search

November 22, 2010 by hgpu

Tuned and wildly asynchronous stencil kernels for hybrid CPU/GPU systems

Sundaresan Venkatasubramanian, Richard W. Vuduc, None None

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Tags: Computer science, CUDA, nVidia, nVidia Quadro FX 570, Performance, Tesla C1060, Tesla C870

November 22, 2010 by hgpu

Parallel multi-objective evolutionary algorithms on graphics processing units

Man L. Wong

Tags: Artificial intelligence, Computer science, CUDA, nVidia, Optimization

November 22, 2010 by hgpu

A Parallel Algorithm for Error Correction in High-Throughput Short-Read Data on CUDA-Enabled Graphics Hardware

Haixiang Shi, Bertil Schmidt, Weiguo Liu, Wolfgang Muller-Wittig

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Tags: Biology, Computer science, CUDA, Error recovery, nVidia, Package

November 22, 2010 by hgpu

A dynamically configurable coprocessor for convolutional neural networks

Srimat Chakradhar, Murugan Sankaradas, Venkata Jakkula, Srihari Cadambi

Tags: Computer science, FPGA, Neural networks

November 22, 2010 by hgpu

A fast stereo matching algorithm suitable for embedded real-time systems

Martin Humenberger, Christian Zinner, Michael Weber, Wilfried Kubinger, Markus Vincze

Tags: Computer science, Computer vision, DSP

November 22, 2010 by hgpu

Real-time ambient occlusion and halos with summed area tables

Jose Diaz, Pere-Pau Vazquez, Isabel Navazo, Florent Duguet

Tags: 3D Graphics and Realism, Computer science, CUDA, nVidia, Rendering

November 22, 2010 by hgpu

Scale-dependent and example-based grayscale stippling

Domingo Martin, German Arroyo, M. Victoria Luzon, Tobias Isenberg

Tags: Computer science, Rendering, Visualization

November 22, 2010 by hgpu

Field modelling acceleration on ultrasonic systems using graphic hardware

D. Romero-Laorden, O. Martinez-Graullera, C. J. Martin, M. Perez, L. G. Ullate

Tags: Computer science, Field modelling, NDE, Ultrasound

November 22, 2010 by hgpu

Dense photometric stereo reconstruction on many core GPUs

Andreas Varnavas, Vasileios Argyriou, Jeffrey Ng, Anil A. Bharath

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Tags: Computer science, Computer vision, CUDA, nVidia, nVidia GeForce GTX 295

November 22, 2010 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

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high performance computing on graphics processing units: hgpu.org

Efficient and Accurate Sound Propagation Using Adaptive Rectangular Decomposition

vCUDA: GPU accelerated high performance computing in virtual machines

Optimal rotation alignment of 3D objects using a GPU-based similarity function

Tuned and wildly asynchronous stencil kernels for hybrid CPU/GPU systems

Parallel multi-objective evolutionary algorithms on graphics processing units

A Parallel Algorithm for Error Correction in High-Throughput Short-Read Data on CUDA-Enabled Graphics Hardware

A dynamically configurable coprocessor for convolutional neural networks

A fast stereo matching algorithm suitable for embedded real-time systems

Real-time ambient occlusion and halos with summed area tables

Scale-dependent and example-based grayscale stippling

Field modelling acceleration on ultrasonic systems using graphic hardware

Dense photometric stereo reconstruction on many core 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

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