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Top 23 C++ Nvidium Projects
NVIDIA® TensorRT™, an SDK for high-performance deep learning inference, includes a deep learning inference optimizer and runtime that delivers low latency and high throughput for inference applications.
Hello AI World guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson.Project mention: Can this NVIDIA Jetson Nano handle advanced machine learning tasks? | /r/NvidiaJetson | 2023-03-18
Jetson Nano’s are obsolete and no longer supported; but to answer your question, this might be a good place to start.
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GameStream client for PCs (Windows, Mac, Linux, and Steam Link)Project mention: Shield Pro - Change resolution in Moonlight | /r/ShieldAndroidTV | 2023-07-06
The C++ parallel algorithms library.
StreamFX is a plugin for OBS® Studio which adds many new effects, filters, sources, transitions and encoders! Be it 3D Transform, Blur, complex Masking, or even custom shaders, you'll find it all here.Project mention: OBS telling me I need to update or remove plugins but I can’t find these two plugins in my plugins folder in my C-Drive. What do I do? | /r/obs | 2023-07-01
cuML - RAPIDS Machine Learning LibraryProject mention: Is it possible to run Sklearn models on a GPU? | /r/datascience | 2023-03-05
sklearn can't, bit take a look at cuML (https://github.com/rapidsai/cuml ). It uses the same API as sklearn but executes on GPU.
CUDA Templates for Linear Algebra SubroutinesProject mention: Optimization Techniques for GPU Programming [pdf] | news.ycombinator.com | 2023-08-09
I would recommend the course from Oxford (https://people.maths.ox.ac.uk/gilesm/cuda/). Also explore the tutorial section of cutlass (https://github.com/NVIDIA/cutlass/blob/main/media/docs/cute/...) if you want to learn more about high performance gemm.
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ONNX-TensorRT: TensorRT backend for ONNXProject mention: Introducing Cellulose - an ONNX model visualizer with hardware runtime support annotations | /r/tensorflow | 2023-05-23
 - We use onnx-tensorrt for this TensorRT compatibility checks.
The C++ Standard Library for your entire system.
CV-CUDA™ is an open-source, GPU accelerated library for cloud-scale image processing and computer vision.
A fast GPU memory copy library based on NVIDIA GPUDirect RDMA technology
Thin C++-flavored header-only wrappers for core CUDA APIs: Runtime, Driver, NVRTC, NVTX.Project mention: VUDA: A Vulkan Implementation of CUDA | news.ycombinator.com | 2023-07-01
1. This implements the clunky C-ish API; there's also the Modern-C++ API wrappers, with automatic error checking, RAII resource control etc.; see: https://github.com/eyalroz/cuda-api-wrappers (due disclosure: I'm the author)
2. Implementing the _runtime_ API is not the right choice; it's important to implement the _driver_ API, otherwise you can't isolate contexts, dynamically add newly-compiled JIT kernels via modules etc.
3. This is less than 3000 lines of code. Wrapping all of the core CUDA APIs (driver, runtime, NVTX, JIT compilation of CUDA-C++ and of PTX) took me > 14,000 LoC.
Moonlight port for Nintendo SwitchProject mention: What if I played here on android | /r/SwitchPirates | 2023-06-02
Image-processing software for cryo-electron microscopy
A c++ implementation of yolov5 and deepsort
Homebrew low level graphics API for Nintendo Switch (Nvidia Tegra X1)Project mention: how do i implement vulkan on my driver | /r/vulkan | 2022-12-28
If you just want a low level graphics api, and you don’t care about some of the abstractions Vulkan offers, you might consider checking out Deko 3D. It’s a stripped down version of Vulkan for the NVidia Tegra X1
Alternative NVAPI implementation on top of DXVK.Project mention: Can't install League using Lutris in OpenSUSE Tumbleweed | /r/leagueoflinux | 2023-06-03
For example download dxvk-nvapi compress file from https://github.com/jp7677/dxvk-nvapi/releases/tag/v0.6.3 and extract the files into $HOME/.local/share/lutris/runtime/dxvk_nvapi/
An interface for Optimus Manager that allows to switch GPUs on Optimus laptops.Project mention: Asus ZenBook Graphics Confusion | /r/archlinux | 2022-11-22
Task Manager for Linux for Nvidia graphics cards
OpenGL sample on various rendering approaches for typical CAD scenes
A tool to automate managing your screen's saturation depending on what programs are runningProject mention: Catalyst Control Center Alternatives? | /r/linux_gaming | 2023-06-19
Hardware-accelerated Apriltag detection and pose estimation.
Thrust, CUB, TBB, AVX2, CUDA, OpenCL, OpenMP, SyCL - all it takes to sum a lot of numbers fast!
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C++ Nvidia related posts
Nvidia Introduces TensorRT-LLM for Accelerating LLM Inference on H100/A100 GPUs
3 projects | news.ycombinator.com | 8 Sep 2023
Train Your AI Model Once and Deploy on Any Cloud
3 projects | news.ycombinator.com | 8 Jul 2023
Shield Pro - Change resolution in Moonlight
1 project | /r/ShieldAndroidTV | 6 Jul 2023
Home Network Steamlink issues
1 project | /r/Steam_Link | 3 Jul 2023
VUDA: A Vulkan Implementation of CUDA
3 projects | news.ycombinator.com | 1 Jul 2023
Gamesteaming from desktop to the ally changed everything for me... (at least at home!)
3 projects | /r/ROGAlly | 26 Jun 2023
How do I get an RDP server running on KDE Wayland?
3 projects | /r/kde | 21 Jun 2023
A note from our sponsor - Mergify
blog.mergify.com | 23 Sep 2023
What are some of the best open-source Nvidium projects in C++? This list will help you: