Giter Club home page Giter Club logo

Comments (6)

dgschwend avatar dgschwend commented on March 29, 2024 1

@vrv Any news on fixed-point / quantized data type support?
I am designing an FPGA-based accelerator for CNNs as my master thesis in the next few months. It would be awesome to be able to train the models with fixed-point weights and activations.
Do you have any roadmap for fixed-point support?

from tensorflow.

vrv avatar vrv commented on March 29, 2024

We are working on support for operators and kernels that take quantized (fixed-point) data -- we're still working on the right APIs to expose them, and with that we'll have more documentation on why and how they are used. Stay tuned!

from tensorflow.

jbondc avatar jbondc commented on March 29, 2024

Awesome, this is great work 😮
Please give my sincere thanks to 🎅

from tensorflow.

martinwicke avatar martinwicke commented on March 29, 2024

Closing for now. When the quantized ops come online, they'll come with documentation.

from tensorflow.

hustqmk avatar hustqmk commented on March 29, 2024

@dgschwend have you find the answer?

from tensorflow.

amitport avatar amitport commented on March 29, 2024

@vrv could you please reopen, point to the correct doc, or confirm that is still should be considered internal (though it is exposed in many place by now)

from tensorflow.

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.