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Top 23 C++ Cuda Projects
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Project mention: Unleashing GPU Power: Supercharge Your Data Processing with cuDF | dev.to | 2024-06-21
cuDF Documentation
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Years ago I started a collection of convolution optimization resources: https://github.com/mratsim/laser/wiki/Convolution-optimisati...
Also checked and apparently Nvidia Cutlass now supports generic convolutions: https://github.com/NVIDIA/cutlass
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Project mention: Alien – CUDA-powered artificial life simulation program | news.ycombinator.com | 2024-08-17
Prety neat! Looks like AMD might be possibility as some folks are trying to run it: https://github.com/chrxh/alien/issues/99
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Are you aware of HIP? It's officially supported and, for code that avoids obscure features of CUDA like inline PTX, it's pretty much a find-and-replace to get a working build:
https://github.com/ROCm/HIP
Don't believe me? Include this at the top of your CUDA code, build with hipcc, and see what happens:
https://gitlab.com/StanfordLegion/legion/-/blob/master/runti...
It's incomplete because I'm lazy but you can see most things are just a single #ifdef away in the implementation.
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Project mention: Creando Subtítulos Automáticos para Vídeos con Python, Faster-Whisper, FFmpeg, Streamlit, Pillow | dev.to | 2024-04-29
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Project mention: Calyx, a Compiler Infrastructure for Accelerator Generators | news.ycombinator.com | 2024-03-04
How is this different than the mlir infrastructure of llvm and xla implemented in https://iree.dev/?
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CV-CUDA
CV-CUDA™ is an open-source, GPU accelerated library for cloud-scale image processing and computer vision.
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Project mention: Neovim: My Setup for Developer Assistant with Local Language Models | dev.to | 2024-08-11
This is the one you are looking for. https://github.com/janhq/cortex
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Project mention: NVIDIA Transitions Fully Towards Open-Source GPU Kernel Modules | news.ycombinator.com | 2024-07-17
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vuda
VUDA is a header-only library based on Vulkan that provides a CUDA Runtime API interface for writing GPU-accelerated applications.
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).
C++ Cuda discussion
C++ Cuda related posts
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Ask HN: Resources for GPU Compilers?
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Alien – CUDA-powered artificial life simulation program
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Run CUDA, Unmodified, on AMD GPUs
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Artificial LIfe ENvironment (ALIEN) is an artificial life simulation tool
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Unleashing GPU Power: Supercharge Your Data Processing with cuDF
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CuDF – GPU DataFrame Library
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A 100x speedup with unsafe Python
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A note from our sponsor - SaaSHub
www.saashub.com | 7 Oct 2024
Index
What are some of the best open-source Cuda projects in C++? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | Open3D | 11,280 |
| 2 | cudf | 8,310 |
| 3 | oneflow | 5,874 |
| 4 | cutlass | 5,442 |
| 5 | alien | 4,681 |
| 6 | ArrayFire | 4,535 |
| 7 | cuml | 4,173 |
| 8 | HIP | 3,710 |
| 9 | tiny-cuda-nn | 3,696 |
| 10 | CTranslate2 | 3,276 |
| 11 | lightseq | 3,150 |
| 12 | heavydb | 2,944 |
| 13 | iree | 2,584 |
| 14 | CV-CUDA | 2,339 |
| 15 | slang | 2,071 |
| 16 | cortex.cpp | 1,944 |
| 17 | VkFFT | 1,524 |
| 18 | marian | 1,212 |
| 19 | MatX | 1,194 |
| 20 | cccl | 1,170 |
| 21 | stdgpu | 1,148 |
| 22 | oneAPI-samples | 934 |
| 23 | vuda | 857 |
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