cudnn

Open-source projects categorized as cudnn
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Language: + Python + Rust + Nim + C++
Topics: Cuda Deep Learning GPU Machine Learning Tensor
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Top 7 cudnn Open-Source Projects

  • cupy

    NumPy & SciPy for GPU

    • Project mention: Mojo: Ownership and lifetime checks deep dive with Chris Lattner [video] | news.ycombinator.com | 2024-05-13

    I think I would agree with you. In my opinion, that already exists and is decently mature. CuPy [0] for Python and CUDA.jl [1] for Julia are both excellent ways to interface with GPU that don't require you to get into the nitty gritty of CUDA. Both do their best to keep you at the Array-level abstraction until you actually need to start writing kernels yourself and even then, it's pretty simple. They took a complete GPU novice like me and let me to write pretty performant kernels without having to ever touch raw CUDA.

    [0] https://cupy.dev/

  • chainer

    A flexible framework of neural networks for deep learning

    • Project mention: ChaiNNer – Node/Graph based image processing and AI upscaling GUI | news.ycombinator.com | 2023-07-19

    There is already an AI framework named Chainer: https://github.com/chainer/chainer

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  • dfdx

    Deep learning in Rust, with shape checked tensors and neural networks

    • Project mention: Shape Typing in Python | news.ycombinator.com | 2024-04-13

  • Arraymancer

    A fast, ergonomic and portable tensor library in Nim with a deep learning focus for CPU, GPU and embedded devices via OpenMP, Cuda and OpenCL backends

    • Project mention: Arraymancer – Deep Learning Nim Library | news.ycombinator.com | 2024-03-28

    It is a small DSL written using macros at https://github.com/mratsim/Arraymancer/blob/master/src/array....

    Nim has pretty great meta-programming capabilities and arraymancer employs some cool features like emitting cuda-kernels on the fly using standard templates depending on backend !

  • TensorFlow-object-detection-tutorial

    The purpose of this tutorial is to learn how to install and prepare TensorFlow framework to train your own convolutional neural network object detection classifier for multiple objects, starting from scratch

  • Ubuntu-Deep-Learning-Environment-Setup

    Guide to installing Tensorflow with NVIDIA GPU and Deep learning enviroment - Nvidia Drivers/cuda/cuDNN/tensorflow-gpu/中文文档

  • cudnnxx

    cuDNN C++ wrapper.

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NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

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Index

What are some of the best open-source cudnn projects? This list will help you:

Project Stars
1 cupy 7,817
2 chainer 5,867
3 dfdx 1,621
4 Arraymancer 1,313
5 TensorFlow-object-detection-tutorial 150
6 Ubuntu-Deep-Learning-Environment-Setup 49
7 cudnnxx 8

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