high performance computing on graphics processing units: hgpu.org

Applications

hgpu.org » Applications

The accelerating implementation of BLAST with stream processor

Gang Wei, Chao Ma, Songwen Pei, Baifeng Wu

Tags: ATI, ATI Radeon HD 4850, Bioinformatics, Biology, BLAST, Brook, Sequence alignment

June 15, 2011 by hgpu

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

CUDA-L2: Surpassing cuBLAS Performance for Matrix Multiplication through Reinforcement Learning

BoltzGen:Toward Universal Binder Design

cuPilot: A Strategy-Coordinated Multi-agent Framework for CUDA Kernel Evolution

MATLAB Tensor Core models

Accurate Models of NVIDIA Tensor Cores

TritonForge: Transform PyTorch Operations into Optimized GPU Kernels with LLMs

TritonForge: Profiling-Guided Framework for Automated Triton Kernel Optimization

RLTune: Hybrid Learning and Optimization-Based Dynamic Scheduling for DL Workloads on Heterogeneous GPU Clusters

Hybrid Learning and Optimization-Based Dynamic Scheduling for DL Workloads on Heterogeneous GPU Clusters

tritonBLAS: A Lightweight Triton-based General Matrix Multiplication (GEMM) Library

tritonBLAS: Triton-based Analytical Approach for GEMM Kernel Parameter Selection

hls4ml: Machine learning on FPGAs using HLS

hls4ml: A Flexible, Open-Source Platform for Deep Learning Acceleration on Reconfigurable Hardware

NVIDIA Nemotron Parse 1.1

ThunderKittens: Tile primitives for speedy kernels

ParallelKittens: Systematic and Practical Simplification of Multi-GPU AI Kernels

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high performance computing on graphics processing units: hgpu.org

Applications

The accelerating implementation of BLAST with stream processor

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

Recent source codes

CUDA-L2: Surpassing cuBLAS Performance for Matrix Multiplication through Reinforcement Learning

BoltzGen:Toward Universal Binder Design

cuPilot: A Strategy-Coordinated Multi-agent Framework for CUDA Kernel Evolution

MATLAB Tensor Core models

TritonForge: Transform PyTorch Operations into Optimized GPU Kernels with LLMs

RLTune: Hybrid Learning and Optimization-Based Dynamic Scheduling for DL Workloads on Heterogeneous GPU Clusters

tritonBLAS: A Lightweight Triton-based General Matrix Multiplication (GEMM) Library

hls4ml: Machine learning on FPGAs using HLS

NVIDIA Nemotron Parse 1.1

ThunderKittens: Tile primitives for speedy kernels

Most viewed papers (last 30 days)