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Top 23 Python Nvidium Projects
An interactive NVIDIA-GPU process viewer and beyond, the one-stop solution for GPU process management.Project mention: Why does stable diffusion hold onto my vram even when it’s doing nothing. It works great for a few images and then it racks up so much vram usage it just won’t do anything anymore and errors out. Is there a way to free up VRAM every so often? RX 6700XT 12GB VRAM | /r/StableDiffusion | 2023-03-25
Hey, thanks for that. I think I found what you mentioned: https://github.com/XuehaiPan/nvitop
PyTorch/TorchScript/FX compiler for NVIDIA GPUs using TensorRT (by pytorch)Project mention: Learn TensorRT optimization | /r/computervision | 2023-02-06
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📊 Simple package for monitoring and control your NVIDIA Jetson [Orin, Xavier, Nano, TX] seriesProject mention: Setting up Object Detection Inference Server with Jetson Nano | /r/JetsonNano | 2023-02-26
QualityScaler - image/video deeplearning upscaling for any GPUProject mention: QualityScaler 2.4 - image/video AI upscaler app | /r/madeinpython | 2023-09-03
Machine Learning Containers for NVIDIA Jetson and JetPack-L4TProject mention: Install ros 2 humble on jetson orin | /r/ROS | 2023-06-25
https://github.com/dusty-nv/jetson-containers This one might be helpful
SHARK - High Performance Machine Learning DistributionProject mention: Llama 2 on ONNX runs locally | news.ycombinator.com | 2023-08-10
⚡️ Get notified as soon as your next CPU, GPU, or game console is in stock
Collect and Analyze Billions of Data Points in Real Time. Manage all types of time series data in a single, purpose-built database. Run at any scale in any environment in the cloud, on-premises, or at the edge.
OpenCL integration for Python, plus shiny featuresProject mention: An example for OpenCL 3.0? | /r/OpenCL | 2023-03-11
Please note that OpenCL consists of two parts: host API and a separate language which is used to write kernels (code which is going to be offloaded to devices). OpenCL specification describes host APIs as C-style APIs and that is what implementors has to provide. However, there are number of various libraries which provides bindings for other languages: - C++ - Python - Go - Rust
NVTabular is a feature engineering and preprocessing library for tabular data designed to quickly and easily manipulate terabyte scale datasets used to train deep learning based recommender systems.
Data visualisation and ray tracing in Python based on OptiX 7.7 framework.Project mention: Data visualisation and ray tracing in Python based on OptiX framework | news.ycombinator.com | 2023-07-05
:evergreen_tree: Aimbot powered by real-time object detection with neural networks, GPU accelerated with Nvidia. Optimized for use with CS:GO. (by petercunha)
A CLI tool which lets you install proprietary NVIDIA drivers and much more easily on Fedora Linux (32 or above and Rawhide)Project mention: Issues with NVIDIA drivers on Fedora | /r/linux4noobs | 2023-05-28
I fixed it. I used this github repo and now it works perfectly. So if anyone faces the same problems currently, this fixed it for me. I don't know what it actually does or if it can damage anything but honestly I don't care as long as it works.
Python Computer Vision & Video Analytics Framework With Batteries IncludedProject mention: 🚀 Savant 0.2.6 is Out: Release Notes | /r/savant_video | 2023-11-09
RealScaler - image/video AI upscaler app (Real-ESRGAN)Project mention: QualityScaler & RealESRScaler 9.0 | image/video AI upscaler apps | /r/itchio | 2022-12-21
web UI for GPU-accelerated ONNX pipelines like Stable Diffusion, even on Windows and AMDProject mention: I hope that by A1111 is everything fine. Best wishes for great man! In mean time lets, develope Vlad fork | /r/StableDiffusion | 2023-04-23
Stable Diffusion UI: Diffusers (CUDA/ONNX)Project mention: I have created Olive model. But what is the next step? Who knows? | /r/StableDiffusion | 2023-05-24
There’s this UI that runs on ONNX models. Not sure if it will work though.
Images & Video DeepLearning Upscaler
NVIDIA Optimus GPU switcherProject mention: Reviving an old machine for gaming | /r/linux_gaming | 2023-06-19
Ubuntu MATE (simple, well maintained, has the Ubuntu ecosystem support and should work well)
FluidFrames.RIFE | video AI interpolation appProject mention: rife-ncnn-vulkan VS FluidFrames.RIFE - a user suggested alternative | libhunt.com/r/rife-ncnn-vulkan | 2023-02-04
This patch removes restriction on maximum number of simultaneous NVENC video encoding sessions imposed by Nvidia to consumer-grade GPUs. (by Snawoot)Project mention: Plex Hardware Transcoding, Explained | /r/PleX | 2023-03-04
If they're using a consumer grade nvidia GPU I would recommend suggesting they use this driver patch to remove the artificial session limit on transcodes that nvidia enforces. https://github.com/Snawoot/nvidia-patch
A python script to manage the status of NVIDIA graphics card on an Optimus setup for Solus linux
Using NVIDIA modulus for airfoil optimizations at different angles.
AI that generates human faces which have never been seen before. The future is now 😁
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Python Nvidia related posts
Data visualisation and ray tracing in Python based on OptiX framework
1 project | news.ycombinator.com | 5 Jul 2023
Reviving an old machine for gaming
1 project | /r/linux_gaming | 19 Jun 2023
A1111 just added support for TensorRT for webui as an extension!
5 projects | /r/StableDiffusion | 27 May 2023
Issues with NVIDIA drivers on Fedora
1 project | /r/linux4noobs | 28 May 2023
Why does resizing windows in Linux desktop don't feel quite as "snappy" as in other OSes?
2 projects | /r/linux | 20 May 2023
Who needs Ubuntu when you have MATE
1 project | /r/linuxmint | 2 May 2023
My tips for getting Fedora 38 working w/ Nvidia GPU & Intel CPU
2 projects | /r/Fedora | 25 Apr 2023
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What are some of the best open-source Nvidium projects in Python? This list will help you: