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Top 23 C++ Nvidium Projects
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Project mention: Show HN: Open-source GeForce NOW alternative with Stadia's social features | news.ycombinator.com | 2024-05-18
> I’m sure there’s a way to transmit those frames over a network if one was clever enough
Something like Sunshine[1], coupled with Moonlight[2]?
[1] https://github.com/LizardByte/Sunshine
[2] https://github.com/moonlight-stream/moonlight-qt
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TensorRT
NVIDIA® TensorRT™ is an SDK for high-performance deep learning inference on NVIDIA GPUs. This repository contains the open source components of TensorRT.
Extensions: Jan supports extensions like TensortRT and Inference Nitro for customizing and enhancing your AI models.
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jetson-inference
Hello AI World guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson.
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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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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: NVIDIA Transitions Fully Towards Open-Source GPU Kernel Modules | news.ycombinator.com | 2024-07-17
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cuda-api-wrappers
Thin C++-flavored header-only wrappers for core CUDA APIs: Runtime, Driver, NVRTC, NVTX.
NVIDIA does have a bunch of FOSS libraries - like CUB and Thrust (now part of CCCL). But - they tend to suffer from "not invented here" syndrome [1] ; so they seem to avoid collaboration on FOSS they don't manage/control by themselves.
I have a bit of a chip on my shoulder here, since I've been trying to pitch my Modern C++ API wrappers to them for years, and even though I've gotten some appreciative comments from individuals, they have shown zero interest.
https://github.com/eyalroz/cuda-api-wrappers/
There is also their driver, which is supposedly "open source", but actually none of the logic is exposed to you. Their runtime library is closed too, their management utility (nvidia-smi), their LLVM-based compiler, their profilers, their OpenCL stack :-(
I must say they do have relatively extensive documentation, even if it doesn't cover everything.
[1] - https://en.wikipedia.org/wiki/Not_invented_here
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isaac_ros_nvblox
NVIDIA-accelerated 3D scene reconstruction and Nav2 local costmap provider using nvblox
Project mention: Robotics and ROS2 Course by University of Eastern Finland | news.ycombinator.com | 2025-01-19 -
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vibrantLinux
A tool to automate managing your screen's saturation depending on what programs are running
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ParallelReductionsBenchmark
Thrust, CUB, TBB, AVX2, AVX-512, CUDA, OpenCL, OpenMP, Metal - all it takes to sum a lot of numbers fast!
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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++ Nvidia discussion
C++ Nvidia related posts
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The Missing Nvidia GPU Glossary
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The Success and Failure of Ninja (2020)
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Show HN: Open-source GeForce NOW alternative with Stadia's social features
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AMD MI300X 30% higher performance than Nvidia H100, even with optimized stack
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Sunshine: HEVC not supported (even though it should)
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Getting SDXL-turbo running with tensorRT
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Playing your PS5 games with almost native quality in HDR on your Deck? Here is how: (For PC too)
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A note from our sponsor - SaaSHub
www.saashub.com | 21 Jan 2025
Index
What are some of the best open-source Nvidium projects in C++? This list will help you:
| # | Project | Stars |
|---|---|---|
| 1 | moonlight-qt | 11,623 |
| 2 | TensorRT | 11,064 |
| 3 | jetson-inference | 8,062 |
| 4 | cutlass | 6,038 |
| 5 | cuml | 4,361 |
| 6 | onnx-tensorrt | 2,997 |
| 7 | CV-CUDA | 2,422 |
| 8 | cccl | 1,384 |
| 9 | gdrcopy | 923 |
| 10 | cuda-api-wrappers | 811 |
| 11 | isaac_ros_nvblox | 487 |
| 12 | relion | 462 |
| 13 | yolov5-deepsort-tensorrt | 459 |
| 14 | dxvk-nvapi | 393 |
| 15 | deko3d | 340 |
| 16 | optimus-manager-qt | 233 |
| 17 | nvidia-system-monitor-qt | 162 |
| 18 | gl_cadscene_rendertechniques | 157 |
| 19 | vibrantLinux | 134 |
| 20 | isaac_ros_apriltag | 119 |
| 21 | isaac_ros_dnn_stereo_depth | 98 |
| 22 | ParallelReductionsBenchmark | 74 |
| 23 | peakperf | 66 |
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