high performance computing on graphics processing units: hgpu.org

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A compiler for high performance computing with many-core accelerators

Naohito Nakasato, Jun Makino

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Tags: ATI, ATI CAL, ATI IL, Compilers, Computer science, RV770

June 15, 2011 by hgpu

Robust modified L2 local optical flow estimation and feature tracking

T. Senst, V. Eiselein, R.H. Evangelio, T. Sikora

Tags: Computer science, Optical flow, Video tracking

June 15, 2011 by hgpu

Xbox 360 System Architecture

Jeff Andrews, Nick Baker

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Tags: Computer science, Hardware Architecture, Xbox 360

June 15, 2011 by hgpu

Keynote address: Immersive exploration of large datasets

A. Kaufman

Tags: Computer science, Computer vision, GPU cluster, Rendering

June 15, 2011 by hgpu

Real-time numerical dispersion compensation using graphics processing unit for Fourier-domain optical coherence tomography

K. Zhang, J.U. Kang

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Tags: nVidia, nVidia GeForce GTX 580, Physics, Tomography

June 14, 2011 by hgpu

FPGA Based High Performance and Scalable Block LU Decomposition Architecture

Manish Kumar Jaiswal, Nitin Chandrachoodan

Tags: Computer science, FPGA, Linear Algebra, Matrix decomposition

June 14, 2011 by hgpu

Parallelizing Peptide-Spectrum scoring using modern graphics processing units

Jian Zhang, I. McQuillan, FangXiang Wu

Tags: Biology, CUDA, Macromolecule, nVidia, Spectrometry

June 14, 2011 by hgpu

A Highly Scalable Solution of an NP-Complete Problem Using CUDA

Saiyedul Islam, Raghav Tandon, Shashank Singh, Alok Misra

Tags: Computer science, CUDA, nVidia, nVidia GeForce GTX 260, SAT

June 14, 2011 by hgpu

In Situ Power Analysis of General Purpose Graphical Processing Units

M.Z. Shaikh, M. Gregoire, W. Li, M. Wroblewski, S. Simon

Tags: Computer science, CUDA, Energy-efficient computing, nVidia, Performance

June 14, 2011 by hgpu

Realistic real-time rendering for large-scale forest scenes

Guanbo Bao, Hongjun Li, Xiaopeng Zhang, Wujun Che, Marc Jaeger

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

June 14, 2011 by hgpu

An FPGA Implementation of Information Theoretic Visual-Saliency System and Its Optimization

Sungmin Bae, Yong Cheol Peter Cho, Sungho Park, Kevin M. Irick, Yongseok Jin, Vijaykrishnan Narayanan

Tags: Computer science, Computer vision, FPGA, Optimization

June 14, 2011 by hgpu

A comparative study of GPU programming models and architectures using neural networks

Vivek Pallipuram, Mohammad Bhuiyan, Melissa Smith

Tags: ATI, Computer science, CUDA, Neural networks, nVidia, OpenCL, Performance, Tesla C2050

June 14, 2011 by hgpu

AutoPass: Evidence-Guided LLM Agents for Compiler Performance Tuning

KernelBenchX: A Comprehensive Benchmark for Evaluating LLM-Generated GPU Kernels

CUDA Kernel Fusion Benchmarks

Analyzing the Impact of Kernel Fusion on GPU Tensor Operation Performance: A Systematic Performance Study

IntelliKit: Agent-first tooling for AMD hardware

Kerncap: Automated Kernel Extraction and Isolation for AMD GPUs

DITRON: Distributed Compiler based on Triton for Parallel Systems

DITRON: Distributed Multi-level Tiling Compiler for Parallel Tensor Programs

CuTile Benchmark Suite: Performance and Productivity Tradeoffs for GPU Kernel Programming on Blackwell Architecture

Evaluating CUDA Tile for AI Workloads on Hopper and Blackwell GPUs

Agentic Code Optimization via Compiler-LLM Cooperation

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high performance computing on graphics processing units: hgpu.org

Applications

A compiler for high performance computing with many-core accelerators

Robust modified L2 local optical flow estimation and feature tracking

Xbox 360 System Architecture

Keynote address: Immersive exploration of large datasets

Real-time numerical dispersion compensation using graphics processing unit for Fourier-domain optical coherence tomography

FPGA Based High Performance and Scalable Block LU Decomposition Architecture

Parallelizing Peptide-Spectrum scoring using modern graphics processing units

A Highly Scalable Solution of an NP-Complete Problem Using CUDA

In Situ Power Analysis of General Purpose Graphical Processing Units

Realistic real-time rendering for large-scale forest scenes

An FPGA Implementation of Information Theoretic Visual-Saliency System and Its Optimization

A comparative study of GPU programming models and architectures using neural networks

Recent source codes

AutoPass: Evidence-Guided LLM Agents for Compiler Performance Tuning

Probe-and-Refine Tuning of Repository Guidance for AI Coding Agents

CUDAnalyst (CUDA + Analyst)

CodegenBench

KernelBenchX: A Comprehensive Benchmark for Evaluating LLM-Generated GPU Kernels

CUDA Kernel Fusion Benchmarks

IntelliKit: Agent-first tooling for AMD hardware

DITRON: Distributed Compiler based on Triton for Parallel Systems

CuTile Benchmark Suite: Performance and Productivity Tradeoffs for GPU Kernel Programming on Blackwell Architecture

Agentic Code Optimization via Compiler-LLM Cooperation

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