Coder Social home page Coder Social logo

Comments (2)

Sicily-F avatar Sicily-F commented on August 16, 2024 1

Hi there, I know this issue is closed, but I have a related question. I've been using the b32 version of the model, which I'm guessing is the base version with patch 32. I have scoured the paper and can work out the number of parameters, i.e. 87,467,239, but not the memory size in MB of the model. It states in the paper (https://arxiv.org/pdf/2010.11929.pdf) that vision transformers use less memory than ResNets but can't find the memory size required.

from vit-keras.

faustomorales avatar faustomorales commented on August 16, 2024

The letters refer to each of the three sizes for the network (Base, Large, Huge). Please see Table 2 of the paper for a description of each of the three sizes. The number refers to the patch size for the transformer. Please see the paper (particularly the introduction and Figure 1) for more information on how the patches are used.

from vit-keras.

Related Issues (20)

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.