Git Product home page Git Product logo

serve-tf-demo's Introduction

RayServe + TensorFlow

How to run?

  1. Install ray 0.8.4:
pip install ray==0.8.4
  1. Start the ray cluster
ray start --head
  1. Run the training scrip to generate model file.
python 3_train_tf_model.py
  1. Run the deployment scripts to deploy to the running cluster.

Open two terminal, in one terminal:

python 1_init.py # deploys a hello world function, and queries available routes in while True loop

In the other terminal:

python 2_counter.py # deploys a counter
python 4_serve_tf_model.py # deploys a TF model
python 5_serve_tf_model_v2.py # deploys the second TF model sharing the same /mnist route

serve-tf-demo's People

Contributors

simon-mo avatar

Watchers

James Cloos avatar avatar

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.