Code Monkey home page Code Monkey logo

shake-shake-pytorch's Introduction

Shake-Shake pytorch

This is a unofficial Shake-Shake regularization implement of pytorch with Python3.

And boost much better than proposed using less time.

Usage

For train a model, please just use train scripts

Shake Shake model normally need to train 1800 epochs, but this repo just train 220 epochs, so if you need better results you could train a lettle more.

Pretrained model/log(s) is here

Results on CIFAR-10(error rate)

Model Proposed This repo Model size Improved
epochs 1800 220 - (save time) 818%
SSI 26 2x32d 3.55 3.91 2.9M -0.37%
SSI 26 2x64d 2.98 2.90 11.7M 0.08%
SSI 26 2x96d 2.86 2.66 26.2M 0.20%
SSI 26 2x112d 2.82 2.56 35.6M 0.26%

shake-shake-pytorch's People

Contributors

pistony avatar

Stargazers

 avatar  avatar  avatar  avatar

Watchers

 avatar  avatar

Recommend Projects

  • React photo React

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

  • Vue.js photo Vue.js

    ๐Ÿ–– 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. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

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 โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.