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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

GPU computing with Kaczmarz’s and other iterative algorithms for linear systems

Joseph M. Elble, Nikolaos V. Sahinidis, Panagiotis Vouzis

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Tags: CUDA, Differential equations, Fluid dynamics, Linear Algebra, nVidia, Tesla C870

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

Inverse scattering and refraction corrected reflection for breast cancer imaging

J. Wiskin, D. Borup, S. Johnson, M. Berggren, D. Robinson, J. Smith, J. Chen, Y. Parisky, John Klock

Tags: Computed tomography, CT, Medicine, nVidia, Ultrasound

November 22, 2010 by hgpu

Interventional 4-D Motion Estimation and Reconstruction of Cardiac Vasculature without Motion Periodicity Assumption

C. Rohkohl, G. Lauritsch, L. Biller, M. Prummer, J. Boese, J. Hornegger

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Tags: CT, CUDA, Image reconstruction, Medicine, Motion compensation, nVidia, nVidia Quadro FX 5800

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

Optimising GPR modelling: A practical, multi-threaded approach to 3D FDTD numerical modelling

T. M. Millington, N. J. Cassidy

Tags: Earth and Space Sciences, FDTD, Geoscience

November 22, 2010 by hgpu

Fast reduction of undersampling artifacts in radial MR angiography with 3D total variation on graphics hardware

Florian Knoll, Markus Unger, Clemens Diwoky, Christian Clason, Thomas Pock, Rudolf Stollberger

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Tags: Computer vision, CUDA, Medicine, MRI, nVidia, nVidia GeForce GTX 280

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

Reionization Simulations Powered by Graphics Processing Units. I. On the Structure of the Ultraviolet Radiation Field

Dominique Aubert, Romain Teyssier

Tags: Astrophysics, Cosmology, CUDA, nVidia

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

Applications

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

Parallel multi-objective evolutionary algorithms on graphics processing units

GPU computing with Kaczmarz’s and other iterative algorithms for linear systems

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

Inverse scattering and refraction corrected reflection for breast cancer imaging

Interventional 4-D Motion Estimation and Reconstruction of Cardiac Vasculature without Motion Periodicity Assumption

A dynamically configurable coprocessor for convolutional neural networks

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

Optimising GPR modelling: A practical, multi-threaded approach to 3D FDTD numerical modelling

Fast reduction of undersampling artifacts in radial MR angiography with 3D total variation on graphics hardware

Real-time ambient occlusion and halos with summed area tables

Reionization Simulations Powered by Graphics Processing Units. I. On the Structure of the Ultraviolet Radiation Field

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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