C++ Convolution

Open-source C++ projects categorized as Convolution
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Topics: #Fft #Vulkan #HPC #Matrix #Machine Learning
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Top 4 C++ Convolution Projects

  • MNN

    MNN is a blazing fast, lightweight deep learning framework, battle-tested by business-critical use cases in Alibaba

  • VkFFT

    Vulkan/CUDA/HIP/OpenCL/Level Zero/Metal Fast Fourier Transform library

    Project mention: [P] - VkFFT now supports quad precision (double-double) FFT computation on GPU | /r/MachineLearning | 2023-09-27

    Hello, I am the creator of the VkFFT - GPU Fast Fourier Transform library for Vulkan/CUDA/HIP/OpenCL/Level Zero and Metal. In the latest update, I have added support for quad-precision double-double emulation for FFT calculation on most modern GPUs. I understand that modern ML is going in the opposite low-precision direction, but I still think that it may be useful to have this functionality at least for some prototyping and development of concepts.

  • Mergify

    Updating dependencies is time-consuming.. Solutions like Dependabot or Renovate update but don't merge dependencies. You need to do it manually while it could be fully automated! Add a Merge Queue to your workflow and stop caring about PR management & merging. Try Mergify for free.

  • etl

    Blazing-fast Expression Templates Library (ETL) with GPU support, in C++ (by wichtounet)

    Project mention: Simple linear algebra library (class). | /r/cpp | 2022-12-16

  • realbloom

    🌠 Bloom Simulation Software for Windows

    Project mention: I made the Fourier Transform in Geometry Nodes (details in comments) | /r/blender | 2022-11-26

    On a relevant topic, I am also working on a project for physically realistic bloom effects, which uses FFT to simulate the light diffraction pattern generated by an aperture shape. A new version with a crazy number of new features and improvements is coming soon, so stay tuned for that. Here's the GitHub page.

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020). The latest post mention was on 2023-09-27.

C++ Convolution related posts

Index

What are some of the best open-source Convolution projects in C++? This list will help you:

Project Stars
1 MNN 7,924
2 VkFFT 1,332
3 etl 207
4 realbloom 84

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