View source for Your first GPU job

[[Category:Your first job]]

=About this walkthrough=
This walkthrough will guide you through running a job on one of ALICE's GPU nodes. It uses TensorFlow and Keras to train a model on an example dataset using one GPU. You can find the full tutorial here: [[https://www.tensorflow.org/tutorials/keras/classification|TensorFlow Tutorial]]

==What you will learn?==
*Setting up the batch script for a job using GPUs
*Setting up a basic TensorFlow+Keras job
*Move data to and from local node scratch
*Loading the necessary modules
*Submitting your job
*Monitoring your job
*Collect information about your job

==What this example will not cover?==
*Introducing TensorFlow, Keras or machine learning in general
*Installing your own or special Python modules
*Using multiple GPUs
*Compiling code for GPU

==What you should know before starting?==
*Basic Python. This walkthrough is not intended as a tutorial on Python. If you are completely new to Python, we recommend that you go through a generic Python tutorial first. There are many great ones out there.
*Basic understanding of machine learning is recommended. However, this is a kind of HelloWorld programme for TensorFlow. Therefore, you do not need prior knowledge of TensorFlow.
*Basic knowledge of how to use a Linux OS from the command line.
*How to connect to ALICE.
*How to move files to and from ALICE.
*How to setup a simple batch job as shown in: [[:Your first bash job]]