Tutorial with GPU Instance on AWS

This section shows how to use SmallTrain with GPU Instance on AWS.

You can use SmallTrain on GPU Instance on AWS.

This tutorial uses a GPU instance on AWS.
Please note that it is not a free tier eligible.

e.g. if your Account ID (12 digits) is 123456789012, URL is https://123456789012.signin.aws.amazon.com/console

Launch GPU instance

Enter to Launch instance wizard with selectiong EC2 -> instances -> Launch Instance

hoose the Ubuntu 18.04 Amazon Machine Image (AMI) for deep learning by searching AMI with the key word Deep Learning Base AMI (Ubuntu 18.04).

Current version (on 2020/10/27) is Deep Learning Base AMI (Ubuntu 18.04) Version 30.0 - ami-016cebe2c5b2257db

Choose a GPU Instance Type from p3.2xlarge(1 Tesla V100 GPU) or greater instances.

Please note that it is not a free tier eligible.

Set any setting you need.

You may have to Step 6: Configure Security Group if you check TensorBoard on the instance.

Review setting and launch instance.

ou can check the IP address of the instance on the Instance page.

Create Docker bridge network for SmallTrain.

docker network create -d bridge smalltrain_network --gateway=172.28.0.1 --subnet=172.28.0.0/24

Set up SmallTrain by the same way in Documentation / Getting Started