Setup the MXNet Package for Java

The following instructions are provided for macOS and Ubuntu. Windows is not yet available.

Note: If you use IntelliJ or a similar IDE, you may want to follow the MXNet-Java on IntelliJ tutorial instead of these instructions.


Setup Instructions

Step 1. Install dependencies:

macOS Steps

brew update
brew tap caskroom/versions
brew cask install java8
brew install maven

Ubuntu Steps

Please run the following lines:

sudo apt-get install openjdk-8-jdk maven

Step 2. Run the demo MXNet-Java project.

Go to the MXNet-Java demo project's README and follow the directions to test the MXNet-Java package installation.

Maven Repository

MXNet-Java can be easily included in your Maven managed project. The Java packages are currently available on Maven. Add the dependency which corresponds to your platform to the dependencies tag :

Linux CPU html <dependency> <groupId>org.apache.mxnet</groupId> <artifactId>mxnet-full_2.11-linux-x86_64-cpu</artifactId> <version>1.4.0</version> </dependency>

Linux GPU html <dependency> <groupId>org.apache.mxnet</groupId> <artifactId>mxnet-full_2.11-linux-x86_64-gpu</artifactId> <version>1.4.0</version> </dependency>

macOS CPU html <dependency> <groupId>org.apache.mxnet</groupId> <artifactId>mxnet-full_2.11-osx-x86_64-cpu</artifactId> <version>1.4.0</version> </dependency>

The official Java Packages have been released as part of MXNet 1.4 and are available on the MXNet Maven package repository.

Eclipse IDE Support

You can convert your existing Maven project to a project that can run in Eclipse by: mvn eclipse:eclipse This can be done once you have your maven project properly configured.


The previously mentioned setup with Maven is recommended. Otherwise, the following instructions for macOS and Ubuntu are provided for reference only:

If you have already built mxnet from source using cmake, run make clean and then follow the appropriate guide below*

OS Step 1 Step 2
macOS Shared Library for macOS Scala Package for macOS
Ubuntu Shared Library for Ubuntu Scala Package for Ubuntu
Windows Call for Contribution

Build Java from an Existing MXNet Installation

If you have already built MXNet from source and are looking to setup Java from that point, you may simply run the following from the MXNet scala-package folder:

mvn install

This will install both the Java Inference API and the required MXNet-Scala package.


Javadocs are generated as part of the docs build pipeline. You can find them published in the Java API section of the website or by going to the scaladocs output directly.

To build the docs yourself, follow the developer build docs instructions.