Cuda Ecosystem

CUDA® is a parallel computing platform and programming model developed by NVIDIA for general computing on graphical processing units (GPUs). With CUDA, developers are able to dramatically speed up computing applications by harnessing the power of GPUs.

Community Repos

Experts

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Created by: NVIDIA

Released: June 23, 2007

Keywords

gpu 159 python 89 pytorch 69 cpp 58 nvidia 57 machine-learning 50 deep-learning 48 opencl 36 gpgpu 31 rust 31

Languages

C++ 132 Python 122 Cuda 63 Rust 30 Jupyter Notebook 26 C 26 Shell 16 Dockerfile 12 Julia 11 Go 6

Licenses

MIT 158 APACHE-2.0 73 OTHER 55 GPL-3.0 41 BSD-3-CLAUSE 24 GPL-2.0 6 BSD-2-CLAUSE 5 CC0-1.0 4 LGPL-3.0 4 AGPL-3.0 2

https://github.com/LambdaLabsML/distributed-training-guide

Best practices & guides on how to write distributed pytorch training code

31 Jul 2024 190

PyAV-CUDA

Extension of PyAV (ffmpeg bindings) with hardware decoding support

15 Jul 2024 0

voice-gulliver

The best gradio web-ui for ai subtitle, translation and dubbing

05 Jun 2024 1

docker-cuda-desktop

Ubuntu PyTorch CUDA Docker image with KDE Plasma Desktop & VNC

16 Oct 2023 11

https://github.com/NVIDIA/nvImageCodec

A nvImageCodec library of GPU- and CPU- accelerated codecs featuring a unified interface

04 Oct 2023 58

https://github.com/mantasu/glasses-detector

Glasses detection, classification and segmentation

06 Mar 2023 49

https://github.com/DefTruth/CUDA-Learn-Notes

🎉 Modern CUDA Learn Notes with PyTorch: fp32/tf32, fp16/bf16, fp8/int8, flash_attn, rope, sgemm, sgemv, warp/block reduce, dot, elementwise, softmax, layernorm, rmsnorm

17 Dec 2022 1,308

dockerdl

Deep Learning Docker Image

13 Sep 2022 73

https://github.com/kwea123/ngp_pl

Instant-ngp in pytorch+cuda trained with pytorch-lightning (high quality with high speed, with only few lines of legible code)

30 Jun 2022 1,209

KappaProfiler

lightweight simple profiling for python/pytorch

26 Jun 2022 5

PyDyNet

NumPy实现类PyTorch的动态计算图和神经网络框架(MLP, CNN, RNN, Transformer)

06 May 2022 71

efficient-dl-systems

Efficient Deep Learning Systems course materials (HSE, YSDA)

06 Dec 2021 651

osrs_yolov5

Yolov5 Object Detection In OSRS using Python code, Detecting Cows - Botting

15 Nov 2021 29

jetson-tensorflow-pytorch-build

Provides an environment for compiling TensorFlow or PyTorch with CUDA for aarch64 on an x86 machine

22 Feb 2021 13

PyTorch-build

Provide Docker build sequences of PyTorch for various environments

18 Feb 2021 11

Open3D-build

Provide Docker build sequences of Open3D for various environments

15 Feb 2021 14

nvidia-gpu-ml-library-test

Simple tests for JAX, PyTorch, and TensorFlow to test if the installed NVIDIA drivers are being properly picked up

04 Jan 2021 15

PyTorchTOP

GPU PyTorch TOP in TouchDesigner with CUDA-enabled OpenCV

24 Dec 2020 78

light-the-torch

Install PyTorch distributions with computation backend auto-detection

09 Jul 2020 218

https://github.com/NVIDIAGameWorks/kaolin

A PyTorch Library for Accelerating 3D Deep Learning Research

14 Nov 2019 4,262