How To Install tiny-dnn on Debian 12

Learn how to install tiny-dnn on Debian 12 with this tutorial. tiny-dnn is header only deep learning framework in C++

Introduction

In this tutorial we learn how to install tiny-dnn on Debian 12.

What is tiny-dnn

tiny-dnn is:

tiny-dnn is a C++ implementation of deep learning. It is suitable for deep learning on limited computational resource, embedded systems and IoT devices.

Features:

  • Reasonably fast, without GPU;
  • Portable & header-only;
  • Easy to integrate with real applications;
  • Simply implemented.

There are three methods to install tiny-dnn on Debian 12. We can use apt-get, apt and aptitude. In the following sections we will describe each method. You can choose one of them.

Install tiny-dnn Using apt-get

Update apt database with apt-get using the following command.

sudo apt-get update

After updating apt database, We can install tiny-dnn using apt-get by running the following command:

sudo apt-get -y install tiny-dnn

Install tiny-dnn Using apt

Update apt database with apt using the following command.

sudo apt update

After updating apt database, We can install tiny-dnn using apt by running the following command:

sudo apt -y install tiny-dnn

Install tiny-dnn Using aptitude

If you want to follow this method, you might need to install aptitude first since aptitude is usually not installed by default on Debian. Update apt database with aptitude using the following command.

sudo aptitude update

After updating apt database, We can install tiny-dnn using aptitude by running the following command:

sudo aptitude -y install tiny-dnn

How To Uninstall tiny-dnn on Debian 12

To uninstall only the tiny-dnn package we can use the following command:

sudo apt-get remove tiny-dnn

Uninstall tiny-dnn And Its Dependencies

To uninstall tiny-dnn and its dependencies that are no longer needed by Debian 12, we can use the command below:

sudo apt-get -y autoremove tiny-dnn

Remove tiny-dnn Configurations and Data

To remove tiny-dnn configuration and data from Debian 12 we can use the following command:

sudo apt-get -y purge tiny-dnn

Remove tiny-dnn configuration, data, and all of its dependencies

We can use the following command to remove tiny-dnn configurations, data and all of its dependencies, we can use the following command:

sudo apt-get -y autoremove --purge tiny-dnn

Dependencies

tiny-dnn have the following dependencies:

References

Summary

In this tutorial we learn how to install tiny-dnn package on Debian 12 using different package management tools: apt, apt-get and aptitude.