Git Product home page Git Product logo

dl4j-ui-server's Introduction

dl4j-ui-server

Just a project to make a uber-jar of DL4J's UI server.

Building

You can generate an uberjar with sbt assembly

Usage

To use the UI server in your own project just run the server with:

java -jar dl4j-ui-server-0.9.1-assembly.jar --enableRemote true --uiPort 9001

Then connect to it from Java code using the instructions here

// Add these imports
// import org.deeplearning4j.ui.stats.StatsListener; // from deeplearning4j-ui-models
// import org.deeplearning4j.api.storage.impl.RemoteUIStatsStorageRouter;

// Use port you specified for --uiPort and replace localhost with
// the hostname or IP Address of the computer running the command above.
StatsStorageRouter remoteUIRouter = new RemoteUIStatsStorageRouter("http://localhost:9001");
StatsListener stats = new StatsListener(remoteUIRouter, null, null, null, "some session Name", null);
model.setListeners(Collections.singletonList(stats));

// Or for Spark:    
// sparkModel.setListeners(remoteUiRouter, Collections.singletonList(new StatsListener(null)));

Your DL4J project no longer needs to depend on deeplearning4j-ui.

dl4j-ui-server's People

Contributors

wmeddie avatar

Stargazers

 avatar

Watchers

 avatar  avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– 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. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

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 โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.