high performance computing on graphics processing units: hgpu.org

Programming

hgpu.org » Programming

PyCUDA and PyOpenCL: A Scripting-Based Approach to GPU Run-Time Code Generation

Andreas Klockner, Nicolas Pinto, Yunsup Lee, Bryan Catanzaro, Paul Ivanov, Ahmed Fasih

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Tags: Code generation, Computer science, CUDA, High-level Languages, nVidia, nVidia GeForce 8600 GT, nVidia GeForce 9400 M, nVidia GeForce GTX 295, nVidia GeForce GTX 480, OpenCL, Package, PyOpenCL, Python, Software Engineering, Tesla C1060

March 30, 2011 by hgpu

A Very Simple Approach for 3-D to 2-D Mapping

Sandipan Dey, Ajith Abraham, Sugata Sanyal

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Tags: Algorithms, Computer science, Graphics, OpenGL, Rendering

March 30, 2011 by hgpu

Augmented reality usage for prototyping speed up

Jiri Stastny, David Prochazka, Tomas Koubek, Jaromir Landa

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Tags: Algorithms, Computer science, Graphics, Image generation, Image processing, OpenGL

March 30, 2011 by hgpu

CuHMMer: A load-balanced CPU-GPU cooperative bioinformatics application

Ping Yao, Hong An, Mu Xu, Gu Liu, Xiaoqiang Li, Yaobin Wang, Wenting Han

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Tags: Bioinformatics, Biology, CUDA, nVidia, nVidia GeForce 8800 GTX, Pattern Search

March 29, 2011 by hgpu

GPU accelerated statistical image reconstruction for Compton cameras

Van-Giang Nguyen, Soo-Jin Lee, Mi No Lee

Tags: Algorithms, Image processing, Image reconstruction

March 29, 2011 by hgpu

Multigrid on GPU: Tackling Power Grid Analysis on parallel SIMT platforms

Zhuo Feng, Peng Li

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Tags: CAD, Computational Engineering, Computer science, CUDA, nVidia, nVidia GeForce 8800 Ultra

March 29, 2011 by hgpu

Fast view synthesis using GPU for 3D display

Hong-Chang Shin, Yong-Jin Kim, H. Park, J.-I. Park

Tags: Algorithms, Computer science, Visualization

March 29, 2011 by hgpu

5.6: GPU enhancement of FDTD-PIC plasma-wave simulations

A.J. Woods, L.D. Ludeking

Tags: CUDA, Electrodynamics, FDTD, Finite-difference time-domain, nVidia, Plasma physics

March 29, 2011 by hgpu

SAR raw signal simulation based on GPU parallel computation

Wang Bingnan, Zhang Fan, Xiang Maosheng

Tags: Algorithms, FFT, Signal processing

March 29, 2011 by hgpu

An improved visual inspection system using visual servo

Chuantao Zang, Koichi Hashimoto

Tags: Algorithms, Computer science, Rendering, SIFT

March 29, 2011 by hgpu

Scandalously Parallelizable Mesh Generation

David Bortz, Andrew Christlieb

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Tags: Algorithms, Mathematics, Numerical Analysis, Partial differential equations, PDEs

March 29, 2011 by hgpu

Multi-mass solvers for lattice QCD on GPUs

A. Alexandru, C. Pelissier, B. Gamari, F. Lee

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Tags: CUDA, High Energy Physics - Lattice, Monte Carlo simulation, nVidia, nVidia GeForce GTX 480, Physics, QCD

March 29, 2011 by hgpu

PTXBench: an open-source environment for kernel agents with architecture-specific CUDA/PTX

PTXBench: Benchmark and Adapt LLMs for GPU Kernel Optimization with Architecture-specific PTX

RealisticTritonBench: A Benchmark for Triton-Kernel Generation in Real-World AI Frameworks

TensorCorePTX: PTX Tensor Core GEMM Exploration

Hand-Written PTX Tensor-Core GEMM Kernels: A Multi-Precision Study on NVIDIA L4

FlashPDE: Triton-fused PDE stencil kernels for physics-informed neural networks

FlashPDE: A Drop-In Fused Triton Operator Library for Neural PDE Solvers

PortLBM: Portable GPU-accelerated Lattice Boltzmann Method Simulations

PortLBM: A Portable Lattice Boltzmann Tool Leveraging SYCL on AMD, NVIDIA, and Intel GPUs

Harness Engineering for LLM-Driven GPU Kernel Generation

CANNBot Skills

Compiler-Grounded Hierarchical Diagnosis for LLM-Based Triton Kernel Optimization

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high performance computing on graphics processing units: hgpu.org

Programming

PyCUDA and PyOpenCL: A Scripting-Based Approach to GPU Run-Time Code Generation

A Very Simple Approach for 3-D to 2-D Mapping

Augmented reality usage for prototyping speed up

CuHMMer: A load-balanced CPU-GPU cooperative bioinformatics application

GPU accelerated statistical image reconstruction for Compton cameras

Multigrid on GPU: Tackling Power Grid Analysis on parallel SIMT platforms

Fast view synthesis using GPU for 3D display

5.6: GPU enhancement of FDTD-PIC plasma-wave simulations

SAR raw signal simulation based on GPU parallel computation

An improved visual inspection system using visual servo

Scandalously Parallelizable Mesh Generation

Multi-mass solvers for lattice QCD on GPUs

Recent source codes

EinsummableV3 - graph-based computation with tensor operations support

MaxKernel: Intelligent TPU Kernel Engineering Agents

FP4 FlashAttention forward, backward, and TorchTitan reproduction code

PTXBench: an open-source environment for kernel agents with architecture-specific CUDA/PTX

RealisticTritonBench: A Benchmark for Triton-Kernel Generation in Real-World AI Frameworks

TensorCorePTX: PTX Tensor Core GEMM Exploration

FlashPDE: Triton-fused PDE stencil kernels for physics-informed neural networks

PortLBM: Portable GPU-accelerated Lattice Boltzmann Method Simulations

Harness Engineering for LLM-Driven GPU Kernel Generation

CANNBot Skills

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