How To Install libdnnl-dev on Debian 12

Learn how to install libdnnl-dev on Debian 12 with this tutorial. libdnnl-dev is oneAPI Deep Neural Network Library (oneDNN) (dev)

Introduction

In this tutorial we learn how to install libdnnl-dev on Debian 12.

What is libdnnl-dev

libdnnl-dev is:

oneAPI Deep Neural Network Library (oneDNN) is an open-source performance library for deep learning applications. The library includes basic building blocks for neural networks optimized for Intel Architecture Processors and Intel Processor Graphics.

oneDNN is intended for deep learning applications and framework developers interested in improving application performance on Intel CPUs and GPUs.

This package contains the header files, and symbol links to the shared object.

There are three methods to install libdnnl-dev 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 libdnnl-dev Using apt-get

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

sudo apt-get update

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

sudo apt-get -y install libdnnl-dev

Install libdnnl-dev Using apt

Update apt database with apt using the following command.

sudo apt update

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

sudo apt -y install libdnnl-dev

Install libdnnl-dev 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 libdnnl-dev using aptitude by running the following command:

sudo aptitude -y install libdnnl-dev

How To Uninstall libdnnl-dev on Debian 12

To uninstall only the libdnnl-dev package we can use the following command:

sudo apt-get remove libdnnl-dev

Uninstall libdnnl-dev And Its Dependencies

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

sudo apt-get -y autoremove libdnnl-dev

Remove libdnnl-dev Configurations and Data

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

sudo apt-get -y purge libdnnl-dev

Remove libdnnl-dev configuration, data, and all of its dependencies

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

sudo apt-get -y autoremove --purge libdnnl-dev

Dependencies

libdnnl-dev have the following dependencies:

References

Summary

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