high performance computing on graphics processing units: hgpu.org

Programming

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Fast locally consistent dense stereo on multicore

Stefano Mattoccia

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Tags: Algorithms, Computer science, Computer vision, FPGA, Optimization, Stereo vision

September 1, 2011 by hgpu

Parallel hierarchical cross entropy optimization for on-chip decap budgeting

Xueqian Zhao, Yonghe Guo, Zhuo Feng, Shiyan Hu

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Tags: Algorithms, Benchmarking, CAD, Computer science, CUDA, Nonlinear optimization, nVidia, nVidia GeForce GTX 285, Optimization, Probability

September 1, 2011 by hgpu

Real-time human detection using contour cues

Jianxin Wu, Christopher Geyer, James M. Rehg

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Tags: Algorithms, Computer science, Computer vision

September 1, 2011 by hgpu

Towards dynamic reconfigurable load-balancing for hybrid desktop platforms

Alecio P.D. Binotto, Carlos E. Pereira, Dieter W. Fellner

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Tags: Fluid dynamics, Heterogeneous systems, nVidia, nVidia GeForce 8800 GT, nVidia GeForce GTX 285, OpenCL, Poster

August 31, 2011 by hgpu

Efficient floating-point texture decompression

Tomi Aarnio, Claudio Brunelli, Timo Viitanen

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Tags: Algorithms, Compression, Computer science, Presentation

August 31, 2011 by hgpu

Reliability modeling of MEMS devices on CUDA based HPC setup

Rohit Pathak, Satyadhar Joshi

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Tags: Computer science, CUDA, Data parallelism, nVidia, Performance

August 31, 2011 by hgpu

Multicore bundle adjustment

Changchang Wu, Sameer Agarwal, Brian Curless, Steven M. Seitz

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Source codes

Tags: Algorithms, Computer science, Conjugate gradient solver, CUDA, Image reconstruction, nVidia, nVidia GeForce 8800 GTX, nVidia GeForce 8800 Ultra, nVidia GeForce GTX 295, Package, Tesla C1060

August 31, 2011 by hgpu

FastMag: Fast micromagnetic simulator for complex magnetic structures

R. Chang, S. Li, M. V. Lubarda, B. Livshitz, V. Lomakin

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Tags: CUDA, Electromagnetics simulation, nVidia, nVidia GeForce GTX 480, ODEs, Ordinary differential equations, Physics, Tesla C1060, Tesla C2070

August 31, 2011 by hgpu

Hyperfast Perspective Cone–Beam Backprojection

M. Kachelriess, M. Knaup, O. Bockenbach

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Tags: Algorithms, Cell processor, Computer science, Data mining, Distributed computing, FPGA, Image reconstruction, Nearest neighbour, nVidia, nVidia GeForce FX 5900

August 31, 2011 by hgpu

Accelerating popular tomographic reconstruction algorithms on commodity PC graphics hardware

Fang Xu, K. Mueller

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Tags: Algorithms, Computed tomography, CT, Image reconstruction, Medicine, nVidia, nVidia GeForce FX 5900, RNA, Visualization

August 31, 2011 by hgpu

Real-Time Adaptive Radiometric Compensation

A. Grundhofer, O. Bimber

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Tags: Algorithms, Computer science, Computer vision, Image generation, nVidia, nVidia GeForce 7900 GTX

August 31, 2011 by hgpu

Bundled depth-map merging for multi-view stereo

Jianguo Li, E. Li, Yurong Chen, Lin Xu, Yimin Zhang

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Tags: 3D Graphics and Realism, Algorithms, Computer science, Optimization, Presentation

August 31, 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

Fast locally consistent dense stereo on multicore

Parallel hierarchical cross entropy optimization for on-chip decap budgeting

Real-time human detection using contour cues

Towards dynamic reconfigurable load-balancing for hybrid desktop platforms

Efficient floating-point texture decompression

Reliability modeling of MEMS devices on CUDA based HPC setup

Multicore bundle adjustment

FastMag: Fast micromagnetic simulator for complex magnetic structures

Hyperfast Perspective Cone–Beam Backprojection

Accelerating popular tomographic reconstruction algorithms on commodity PC graphics hardware

Real-Time Adaptive Radiometric Compensation

Bundled depth-map merging for multi-view stereo

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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