Coder Social home page Coder Social logo

ResNet56 architecture about torchprune HOT 2 CLOSED

 avatar commented on June 10, 2024
ResNet56 architecture

from torchprune.

Comments (2)

lucaslie avatar lucaslie commented on June 10, 2024

Thank your for your interest in our work. You are right that BottleNeck should only be used for ImageNet.

The cifar cnn models are from this code repository which used to have the check for ResNets but not anymore. It seems like it used to be a small bug/inconsistency there.

I will update the code accordingly to reflect the changes.

So in short, we did use BottleNeck architecture for ResNets on CIFAR but in practice it did not make a big difference. ResNet56 has 6.11% error on CIFAR10 as reported here while we report 6.43%.

from torchprune.

 avatar commented on June 10, 2024

Thanks for your response.

from torchprune.

Related Issues (11)

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.