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GPU vs FPGA: A Comparative Analysis for Non-standard Precision

Umar Ibrahim Minhas, Samuel Bayliss, George A. Constantinides

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Tags: Algorithms, Computer science, CUDA, Extended precision, FPGA, nVidia, Tesla C1060

May 25, 2014 by hgpu

A High Memory Bandwidth FPGA Accelerator for Sparse Matrix-Vector Multiplication

Jeremy Fowers, Kalin Ovtcharov, Karin Strauss, Eric S. Chung, Greg Stitt

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Tags: Computer science, CUDA, FPGA, nVidia, nVidia GeForce GTX 580, Sparse matrix

May 21, 2014 by hgpu

3D FFT on a Single FPGA

Benjamin Humphries, Hansen Zhang, Jiayi Sheng, Raphael Landaverde, Martin C. Herbordt

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Tags: Computer science, CUDA, FFT, FPGA, nVidia, Tesla C1060, Tesla K20

May 2, 2014 by hgpu

A Survey of Methods For Analyzing and Improving GPU Energy Efficiency

Sparsh Mittal, Jeffrey S. Vetter

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Tags: comparison, Computer science, cpu, CUDA, Energy-efficient computing, FPGA, Hardware Architecture, nVidia

April 18, 2014 by sparsh0mittal

Energy-Efficient FPGA Implementation for Binomial Option Pricing Using OpenCL

Valentin Mena Morales, Pierre-Henri Horrein, Amer Baghdadi, Erik Hochapfel, Sandrine Vaton

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Tags: Energy-efficient computing, Finance, FPGA, nVidia, nVidia GeForce GTX 660 Ti, OpenCL, Option pricing

April 17, 2014 by hgpu

GPU-Accelerated Face Detection Algorithm

T.A. Mahmoud Fayez

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Tags: Algorithms, Biometrics, Computer science, Computer vision, FPGA, nVidia, nVidia GeForce GTX 560, OpenCL

April 7, 2014 by hgpu

A Study on Efficient Application Mapping on Parallel Computing Accelerators

Keisuke Dohi

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Tags: Algorithms, Computer science, CUDA, FDTD, Finite-difference time-domain, FPGA, MPI, nVidia, nVidia GeForce GTX 295, Smith-Waterman algorithm, Thesis

April 7, 2014 by hgpu

Pulse-coupled neural network performance for real-time identification of vegetation during forced landing

D.J. Warne, R. Hayward, N. Kelson, J. Banks, L. Mejias

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Tags: FPGA, Image processing, Neral networks, Neural Computing, nVidia, nVidia Quadro 4000, OpenCL

March 28, 2014 by hgpu

CPU/GPGPU/HW comparison of an Eigenfaces face recognition system

Julio Camarero Mateo

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Tags: Computer science, Computer vision, CUDA, FPGA, nVidia, Tesla C2075, Thesis

March 17, 2014 by hgpu

Back Ground Subtraction Algorithm For Moving Object Detection In FPGA

M. Surumbar Khuzhali

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Tags: Algorithms, Computer vision, FPGA, Image processing

March 3, 2014 by hgpu

The battle of the giants: a case study of GPU vs FPGA optimisation for real-time image processing

Lars Struyf, Stijn De Beugher, Dong Hoon Van Uytsel, Frans Kanters, Toon Goedeme

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Tags: Algorithms, ATI, ATI Radeon HD 6870, Computer vision, FPGA, Image processing, OpenCL

February 17, 2014 by hgpu

A Scalable Hybrid FPGA/GPU FX Correlator

J. Kocz, L.J. Greenhill, B.R. Barsdell, G. Bernardi, A. Jameson, J. Craig, D. Price, G.B. Taylor, F. Schinzel, D. Werthimer

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Tags: Astrophysics, CUDA, FPGA, Instrumentation and Methods for Astrophysics, nVidia, Signal processing, Tesla C2050

February 4, 2014 by hgpu

NVIDIA Nemotron Parse 1.1

ThunderKittens: Tile primitives for speedy kernels

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

Iris: AMD RAD's multi-GPU Triton-based framework for seamless multi-GPU programming

Iris: First-Class Multi-GPU Programming Experience in Triton

HipKittens: Fast and Furious AMD Kernels

CudaForge: An Agent Framework with Hardware Feedback for CUDA Kernel Optimization

pplx-garden: Perplexity open source garden for inference technology

RDMA Point-to-Point Communication for LLM Systems

LC Framework

Characterizing the Performance of Parallel Data-Compression Algorithms across Compilers and GPUs

See all packages

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high performance computing on graphics processing units: hgpu.org

GPU vs FPGA: A Comparative Analysis for Non-standard Precision

A High Memory Bandwidth FPGA Accelerator for Sparse Matrix-Vector Multiplication

3D FFT on a Single FPGA

A Survey of Methods For Analyzing and Improving GPU Energy Efficiency

Energy-Efficient FPGA Implementation for Binomial Option Pricing Using OpenCL

GPU-Accelerated Face Detection Algorithm

A Study on Efficient Application Mapping on Parallel Computing Accelerators

Pulse-coupled neural network performance for real-time identification of vegetation during forced landing

CPU/GPGPU/HW comparison of an Eigenfaces face recognition system

Back Ground Subtraction Algorithm For Moving Object Detection In FPGA

The battle of the giants: a case study of GPU vs FPGA optimisation for real-time image processing

A Scalable Hybrid FPGA/GPU FX Correlator

Recent source codes

NVIDIA Nemotron Parse 1.1

ThunderKittens: Tile primitives for speedy kernels

Iris: AMD RAD's multi-GPU Triton-based framework for seamless multi-GPU programming

HipKittens: Fast and Furious AMD Kernels

Fortran xDSL dialects

mt4g: Memory Topology 4 GPUs

Falcon: GPU-Based Floating-point Adaptive Lossless Compression

CudaForge: An Agent Framework with Hardware Feedback for CUDA Kernel Optimization

pplx-garden: Perplexity open source garden for inference technology

LC Framework

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