Eclipse Deeplearning4j Training Labs

Built with

• deeplearning4j 1.0.0-M1.1
• CUDA 11.2 (Note: Optional if you are using CPU)
• cuDNN 8.1.1 (Note: Optional if you are using CPU)

Getting Started

Install Java

Download Java JDK here.
(Note: Use Java 8 for full support of DL4J operations)

Check the version of Java using:

java -version

Make sure that 64-Bit version of Java is installed.

Install IntelliJ IDEA Community Edition

Download and install IntelliJ IDEA.

Install Apache Maven Optional

IntelliJ provides a default Maven that is bundled with the installer. Follow these instructions to install Apache Maven.

GPU setup Optional

Follow the instructions below if you plan to use GPU setup.

1. Install CUDA and cuDNN Requirements:
   • CUDA 11.2
   • cuDNN 8.1.1

CUDA and cuDNN can be downloaded from here and here. Step by step installation guides can be found here.

2. Dependencies are needed to be included into Maven project if we wish to use GPU for training. Follow the links below for instructions in details.
   • ND4J backends for GPUs
   • Using Deeplearning4J with cuDNN