TF Serving in the Docker containers
Docker is a platform for packaging and deploying the application in containers. If you do not already know about the Docker containers, then visit the tutorials and information at the following link:Â https://www.docker.com/what-container.Â
We can also install and run the TensorFlow Serving in the Docker containers. The instructions for Ubuntu 16.04 provided in this section are derived from the links on TensorFlow's official website:Â
Let us dive right in!
Installing Docker
We install Docker as follows:
- First, remove the previous installations of Docker:
$ sudo apt-get remove docker docker-engine docker.io
- Install the pre-requisite software:
$ sudo apt-get install \
apt-transport-https \
ca-certificates \
curl \
software-properties-common
- Add the GPG key for Docker repositories:
$ curl -fsSL https://download.docker.com/linux/ubuntu/gpg | sudo apt-key...