How To Install libonnxifi on Debian 11
Introduction
In this tutorial we learn how to install libonnxifi on Debian 11.
What is libonnxifi
libonnxifi is:
Open Neural Network Exchange (ONNX) is the first step toward an open ecosystem that empowers AI developers to choose the right tools as their project evolves. ONNX provides an open source format for AI models. It defines an extensible computation graph model, as well as definitions of built-in operators and standard data types. Initially onnx focuses on the capabilities needed for inferencing (evaluation).
Caffe2, PyTorch, Microsoft Cognitive Toolkit, Apache MXNet and other tools are developing ONNX support. Enabling interoperability between different frameworks and streamlining the path from research to production will increase the speed of innovation in the AI community.
This package contains the libonnxifi.so shared object.
There are three methods to install libonnxifi on Debian 11. We can use apt-get, apt and aptitude. In the following sections we will describe each method. You can choose one of them.
Install libonnxifi Using apt-get
Update apt database with apt-get using the following command.
sudo apt-get update
After updating apt database, We can install libonnxifi using apt-get by running the following command:
sudo apt-get -y install libonnxifi
Install libonnxifi Using apt
Update apt database with apt using the following command.
sudo apt update
After updating apt database, We can install libonnxifi using apt by running the following command:
sudo apt -y install libonnxifi
Install libonnxifi 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 libonnxifi using aptitude by running the following command:
sudo aptitude -y install libonnxifi
How To Uninstall libonnxifi on Debian 11
To uninstall only the libonnxifi package we can use the following command:
sudo apt-get remove libonnxifi
Uninstall libonnxifi And Its Dependencies
To uninstall libonnxifi and its dependencies that are no longer needed by Debian 11, we can use the command below:
sudo apt-get -y autoremove libonnxifi
Remove libonnxifi Configurations and Data
To remove libonnxifi configuration and data from Debian 11 we can use the following command:
sudo apt-get -y purge libonnxifi
Remove libonnxifi configuration, data, and all of its dependencies
We can use the following command to remove libonnxifi configurations, data and all of its dependencies, we can use the following command:
sudo apt-get -y autoremove --purge libonnxifi
Dependencies
libonnxifi have the following dependencies:
References
Summary
In this tutorial we learn how to install libonnxifi package on Debian 11 using different package management tools: apt, apt-get and aptitude.