high performance computing on graphics processing units: hgpu.org

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GPU-based framework for distributed interactive 3D visualization of multimodal remote sensing data

Martin Lambers, Andreas Kolb

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Tags: CUDA, Earth and Space Sciences, nVidia, OpenGL, Virtual reality, Visualization

May 23, 2011 by hgpu

Accelerating Algebraic Reconstruction Using CUDA-Enabled GPU

Yuqiang Lu, Weiming Wang, Shifu Chen, Yongming Xie, Jing Qin, Wai-Man Pang, Pheng-Ann Heng

Tags: Computed tomography, CT, CUDA, Image processing, Image reconstruction, Medicine, nVidia

May 23, 2011 by hgpu

GPU-Based Cell Projection for Interactive Volume Rendering

Ricardo Marroquim, Andre Maximo, Ricardo Farias, Claudio Esperanca

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Tags: Algorithms, Computer science, GLSL, nVidia, nVidia GeForce 6800, OpenGL, Package, Rendering

May 23, 2011 by hgpu

Coordinate strip-mining and kernel fusion to lower power consumption on GPU

Guibin Wang

Tags: Computer science, CUDA, Energy-efficient computing, nVidia, Programming techniques

May 22, 2011 by hgpu

GPU-Accelerated Shape Simplification for Mechanical-Based Applications

Jon Hjelmervik, Jean-Claude Leon

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Tags: 3D Graphics and Realism, Algorithms, Computer science, Finite element method, nVidia, nVidia GeForce 7800 GT, OpenGL

May 22, 2011 by hgpu

GPU accelerated fuzzy connected image segmentation by using CUDA

Ying Zhuge, Yong Cao, Jayaram K. Udupa, Robert W. Miller

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Tags: CUDA, Image processing, Medicine, MRI, nVidia, nVidia GeForce GTX 280

May 22, 2011 by hgpu

A GPU-based closed frequent itemsets mining algorithm over stream

Haifeng Li

Tags: Algorithms, Computer science, Data mining

May 22, 2011 by hgpu

Optimized GPU Framework for Ultrasound Color Flow Imaging

Zhengjuan Fan, Dan Shi, D.C. Liu

Tags: CUDA, Medicine, nVidia, Ultrasound

May 22, 2011 by hgpu

A comprehensive analysis and parallelization of an image retrieval algorithm

Zhenman Fang, Donglei Yang, Weihua Zhang, Haibo Chen, Binyu Zang

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Tags: Computer vision, CUDA, Image processing, nVidia, nVidia GeForce GTX 260, Presentation

May 21, 2011 by hgpu

Image processing applications on a low power highly parallel SIMD architecture

A. Fijany, F. Hosseini

Tags: Algorithms, ASIC, Computer vision, FPGA, Image processing, Performance

May 21, 2011 by hgpu

Multilevel Granularity Parallelism Synthesis on FPGAs

Alexandros Papakonstantinou, Yun Liang, John A. Stratton, Karthik Gururaj, Deming Chen, Wen-Mei W. Hwu, Jason Cong

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Tags: Code generation, Compilers, Computer science, CUDA, FPGA, nVidia, nVidia GeForce 9800 GX2

May 21, 2011 by hgpu

Synthesis of Platform Architectures from OpenCL Programs

Muhsen Owaida, Nikolaos Bellas, Konstantis Daloukas, Christos D. Antonopoulos

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Tags: Code generation, Compilers, Computer science, Electronic design automation, Embedded high-performance computing, FPGA, Heterogeneous systems, OpenCL

May 21, 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

GPU-based framework for distributed interactive 3D visualization of multimodal remote sensing data

Accelerating Algebraic Reconstruction Using CUDA-Enabled GPU

GPU-Based Cell Projection for Interactive Volume Rendering

Coordinate strip-mining and kernel fusion to lower power consumption on GPU

GPU-Accelerated Shape Simplification for Mechanical-Based Applications

GPU accelerated fuzzy connected image segmentation by using CUDA

A GPU-based closed frequent itemsets mining algorithm over stream

Optimized GPU Framework for Ultrasound Color Flow Imaging

A comprehensive analysis and parallelization of an image retrieval algorithm

Image processing applications on a low power highly parallel SIMD architecture

Multilevel Granularity Parallelism Synthesis on FPGAs

Synthesis of Platform Architectures from OpenCL Programs

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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