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Performance comparison of GPU and FPGA architectures for the SVM training problem

Markos Papadonikolakis, Christos-Savvas Bouganis, George Constantinides

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Tags: Computer science, CUDA, FPGA, Machine learning, nVidia, nVidia GeForce 8500 GT, Performance

May 29, 2011 by hgpu

GPU-Based Ray Tracing of Splats

Rhushabh Goradia, Sriram Kashyap, Parag Chaudhuri, Sharat Chandran

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Tags: 3D Graphics and Realism, Computer science, CUDA, nVidia, nVidia GeForce GTX 275, Raytracing, Rendering

May 29, 2011 by hgpu

A Summary of Recent GPU Developments and Key Enabling Technologies for Digital Media Applications

I.M. Williams

Tags: Computer science, Performance, Review

May 29, 2011 by hgpu

Efficent multiple pass, multiple output algorithms on the GPU

Jay L. T. Cornwall

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Tags: Algorithms, Computer science, nVidia, nVidia GeForce 6800 GT, OpenGL, Performance, Programming techniques

May 29, 2011 by hgpu

Reducing IO bandwidth for GPU based moment invariant classifier systems

C.H. Messom, A.L.C. Barczak

Tags: Computer science, Image processing, Performance

May 29, 2011 by hgpu

A GPU-based Algorithm for Estimating 3D Geometry and Motion in Near Real-time

Minglun Gong

Tags: Algorithms, Computer science, Computer vision, Real-time graphics, Rendering

May 29, 2011 by hgpu

GPU-based collision detection between deformable objects

Zhiyuan Zhang, Xueqing Li, Lei Wang, Peng Ma

Tags: Algorithms, Collision detection, Computer science, Real-time graphics, Rendering

May 29, 2011 by hgpu

A GPU-based vision system for real time detection of fastening elements in railway inspection

P. De Ruvo, A. Distante, E. Stella, F. Marino

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Tags: Computer science, Computer vision, CUDA, nVidia, nVidia GeForce 8800 Ultra, Pattern recognition

May 28, 2011 by hgpu

Coprocessor Computing with FPGA and GPU

Song Jun Park, Dale R. Shires, Brian J. Henz

Tags: Algorithms, Computer science, CUDA, FPGA, nVidia, Security, Sorting

May 28, 2011 by hgpu

PConG: A novel platform available for pervasive computing based on GPU

Gang Chen, Guobo Li, Baifeng Wu, Songwen Pei

Tags: Computer science, Programming techniques

May 28, 2011 by hgpu

Real-Time Virtual Viewpoint Generation on the GPU for Scene Navigation

Shanat Kolhatkar, Robert Laganiere

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Tags: ATI, ATI Mobility Radeon X700, Computer science, Computer vision, OpenGL, Optical flow, Presentation

May 28, 2011 by hgpu

GPU-Based Feature-Preserving Distance Field Computation

Xiaoxiao Wu, Xiaohui Liang, Qidi Xu, Qinping Zhao

Tags: Algorithms, Computer science, Voronoi diagram

May 28, 2011 by hgpu

ParaCodex: A Profiling-Guided Autonomous Coding Agent for Reliable Parallel Code Generation and Translation

SeedFold: Scaling Biomolecular Structure Prediction

Tilus: A Tile-Level GPU Kernel Programming Language

Tilus: A Tile-Level GPGPU Programming Language for Low-Precision Computation

Memory-Efficient Acceleration of Block Low-Rank Foundation Models on Resource Constrained GPUs

BoltzGen:Toward Universal Binder Design

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

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

See all packages

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high performance computing on graphics processing units: hgpu.org

Performance comparison of GPU and FPGA architectures for the SVM training problem

GPU-Based Ray Tracing of Splats

A Summary of Recent GPU Developments and Key Enabling Technologies for Digital Media Applications

Efficent multiple pass, multiple output algorithms on the GPU

Reducing IO bandwidth for GPU based moment invariant classifier systems

A GPU-based Algorithm for Estimating 3D Geometry and Motion in Near Real-time

GPU-based collision detection between deformable objects

A GPU-based vision system for real time detection of fastening elements in railway inspection

Coprocessor Computing with FPGA and GPU

PConG: A novel platform available for pervasive computing based on GPU

Real-Time Virtual Viewpoint Generation on the GPU for Scene Navigation

GPU-Based Feature-Preserving Distance Field Computation

Recent source codes

ParaCodex: A Profiling-Guided Autonomous Coding Agent for Reliable Parallel Code Generation and Translation

SeedFold: Scaling Biomolecular Structure Prediction

Tilus: A Tile-Level GPU Kernel Programming Language

Memory-Efficient Acceleration of Block Low-Rank Foundation Models on Resource Constrained GPUs

BoltzGen:Toward Universal Binder Design

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

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

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