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 162 python 89 pytorch 69 cpp 58 nvidia 58 machine-learning 50 deep-learning 48 opencl 36 rust 31 tensorflow 31

Languages

C++ 130 Python 124 Cuda 65 Rust 30 Jupyter Notebook 26 C 26 Shell 17 Dockerfile 13 Julia 11 Go 6

Licenses

MIT 159 APACHE-2.0 73 OTHER 56 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 3

kaolin

A PyTorch Library for Accelerating 3D Deep Learning Research

14 Nov 2019 4,262

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

nvImageCodec

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

04 Oct 2023 58

distributed-training-guide

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

31 Jul 2024 190

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

efficient-dl-systems

Efficient Deep Learning Systems course materials (HSE, YSDA)

06 Dec 2021 651

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

dockerdl

Deep Learning Docker Image

13 Sep 2022 73

light-the-torch

Install PyTorch distributions with computation backend auto-detection

09 Jul 2020 218

Arch-Data-Science

Archlinux PKGBUILDs for Data Science, Machine Learning, Deep Learning, NLP and Computer Vision

26 Jan 2017 93

PyTorchTOP

GPU PyTorch TOP in TouchDesigner with CUDA-enabled OpenCV

24 Dec 2020 78

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

glasses-detector

Glasses detection, classification and segmentation

06 Mar 2023 49

osrs_yolov5

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

15 Nov 2021 29

docker_image_with_cuda10_cudnn7

Dockerfiles and manual for easy build of docker image with CUDA10

03 May 2019 17

docker-cuda-desktop

Ubuntu PyTorch CUDA Docker image with KDE Plasma Desktop & VNC

16 Oct 2023 11

jetson-tensorflow-pytorch-build

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

22 Feb 2021 13

Open3D-build

Provide Docker build sequences of Open3D for various environments

15 Feb 2021 14

PyTorch-build

Provide Docker build sequences of PyTorch for various environments

18 Feb 2021 11

KappaProfiler

lightweight simple profiling for python/pytorch

26 Jun 2022 5