Top 4 C++ Convolution Projects

MNN

3 8,278 8.1 C++

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

Project mention: [D][R] Deploying deep models on memory constrained devices | /r/MachineLearning | 2023-10-03

However, I am looking on this subject through the problem of training/finetuning deep models on the edge devices, being increasingly available thing to do. Looking at tflite, alibaba's MNN, mit-han-lab's tinyengine etc..
VkFFT

37 1,440 8.1 C++

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.
InfluxDB

www.influxdata.com
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Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
etl

3 210 9.3 C++

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

1 99 8.1 C++

🌠 Bloom Simulation Software for Windows

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 2023-10-03.