GithubHelp home page GithubHelp logo

Comments (2)

Jonisa2022 avatar Jonisa2022 commented on August 15, 2024

import webdataset as wds
Create a webdataset object
dataset = wds.WebDataset("/path/to/data")
Load the data
data = dataset.load()
Process the data
...

The raw webdataset class is not recommended for use because it is not as efficient as the other classes in the webdataset library.

from generative-models.

amjadkhanniazi avatar amjadkhanniazi commented on August 15, 2024

webdataset format is efficient for training large models and related data is bundled together in this format. where sdata is in simple text format or json format, each line contains a data sample, good for training small or medium models.

from generative-models.

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.