Code Monkey home page Code Monkey logo

cuda-nefu's Introduction

CUDA

Introduction

  1. Why we need CUDA ?

  2. How to use CUDA in DL ?

  3. CUDA/C++ with Pytorch

  4. Research Recently

WIKIPEDIA Definition: https://en.wikipedia.org/wiki/CUDA

Content of this repository:

  • CUDA Definition.
  • CUDA with C++
  • CUDA/C++ with Pytorch

Extension

Component Description
torch A Tensor library like NumPy, with strong GPU support
torch.autograd A tape-based automatic differentiation library that supports all differentiable Tensor operations in torch
torch.jit A compilation stack (TorchScript) to create serializable and optimizable models from PyTorch code
torch.nn A neural networks library deeply integrated with autograd designed for maximum flexibility
torch.multiprocessing Python multiprocessing, but with magical memory sharing of torch Tensors across processes. Useful for data loading and Hogwild training
torch.utils DataLoader and other utility functions for convenience

This material is made for presentation purposes for the Group Report of NEFU ICEC

cuda-nefu's People

Contributors

moulelin avatar

Stargazers

avatar avatar

Watchers

avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.