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/NVIDIA/nvImageCodec

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

04 Oct 2023 58

ScaleLLM

A high-performance inference system for large language models, designed for production environments

24 Jul 2023 289

bmf

Cross-platform, customizable multimedia/video processing framework

15 Jul 2023 773

willow-inference-server

Open source, local, and self-hosted highly optimized language inference server supporting ASR/STT, TTS, and LLM across WebRTC, REST, and WS

03 Feb 2023 375

cudarc

Safe rust wrapper around CUDA toolkit

16 Sep 2022 597

facemesh_onnx_tensorrt

Verify that the post-processing merged into FaceMesh works correctly

04 Jun 2022 32

20220228_intel_deeplearning_day_hitnet_demo

Special Presentation Demo at Intel IoT Planet 2021 DeepLearning Day / インテル IoT プラネット 2021 DeepLearning Dayの特別講演の発表資料 https://www

11 Feb 2022 19

https://github.com/js1010/cusim

Superfast CUDA implementation of Word2Vec and Latent Dirichlet Allocation (LDA)

02 Feb 2021 43

https://github.com/PennyLaneAI/pennylane-lightning

The PennyLane-Lightning plugin provides a fast state-vector simulator written in C++ for use with PennyLane

06 Jul 2020 82

https://github.com/rapidsai/node

GPU-accelerated data science and visualization in node

01 Jun 2020 179

https://github.com/NVIDIAGameWorks/kaolin

A PyTorch Library for Accelerating 3D Deep Learning Research

14 Nov 2019 4,262

https://github.com/clara-parabricks/GenomeWorks

SDK for GPU accelerated genome assembly and analysis

31 May 2019 284

docker_image_with_cuda10_cudnn7

Dockerfiles and manual for easy build of docker image with CUDA10

03 May 2019 17

https://github.com/Ltei/cumath

Cuda-based matrix/vector computations

25 Mar 2018 11

tensorflow-cmake

TensorFlow examples in C, C++, Go and Python without bazel but with cmake and FindTensorFlow

07 Feb 2018 440

https://github.com/sony/nnabla-ext-cuda

A CUDA Extension of Neural Network Libraries

21 Jun 2017 92

https://github.com/finmath/finmath-lib-cuda-extensions

Classes enabling finmath-lib to run its Monte-Carlo models on Cuda GPUs

18 Jun 2017 8

https://github.com/zeyiwen/thundergbm

ThunderGBM: Fast GBDTs and Random Forests on GPUs

11 Nov 2016 691

kernel_tuner

Kernel Tuner

28 Mar 2016 248

https://github.com/gunrock/gunrock

Programmable CUDA/C++ GPU Graph Analytics

03 Nov 2013 965