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Top 4 C++ Convolution Projects
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MNN
MNN is a blazing fast, lightweight deep learning framework, battle-tested by business-critical use cases in Alibaba
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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.
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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.
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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.
C++ Convolution related posts
- [P] - VkFFT now supports quad precision (double-double) FFT computation on GPU
- VkFFT now supports quad precision (double-double) FFT computation on GPU
- What’s New in TensorFlow 2.10?
- VkFFT - GPU Fast Fourier Transform library API guide release
- VkFFT - GPU Fast Fourier Transform library API guide release
- VkFFT can now perform Fast Fourier Transforms of arbitrary length
- VkFFT can now perform Fast Fourier Transforms of arbitrary length
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A note from our sponsor - SonarCloud
www.sonarsource.com | 29 Sep 2023
Index
What are some of the best open-source Convolution projects in C++? This list will help you:
Project | Stars | |
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1 | MNN | 7,924 |
2 | VkFFT | 1,332 |
3 | etl | 207 |
4 | realbloom | 84 |