* Updated main README * Added saturation fix desciption * Changed Low-precision model representation document * Added Simplified mode desciption. Updated DefaultQuantization, AccuracyAware, API descriptions. * Added Data-free model description. Adjusted other Readmes accordingly * Revised Configuration file description * Revised AA method description * Changed Quantization readme * Cross-links in quantization methods * Fixed reference * Fixed the structure * Removed data-free * Update tools/pot/docs/CLI.md Co-authored-by: Nikita Malinin <nikita.malinin@intel.com> * Update tools/pot/openvino/tools/pot/api/README.md Co-authored-by: Nikita Malinin <nikita.malinin@intel.com> * Applied comments * Fixed comments * Applied more comment * Applied comments * Fixed build errors * Fixed build errors * Small changes * Fixed a typo Co-authored-by: Nikita Malinin <nikita.malinin@intel.com>
OpenVINO™ Python* development tools
General
OpenVINO includes following tools:
- openvino.tools.benchmark
Please, refer to https://docs.openvino.ai for details.
Installation
Prerequisites
Install prerequisites first:
1. Python
Install Python prerequisites:
Run following command to install these prerequisites on Ubuntu*:
sudo apt-get install python3 python3-dev python3-setuptools python3-pip
Python setuptools and python package manager (pip) install packages into system directory by default. There are several options:
- work inside [virtual environment][virtualenv] (best solution).
- use
--useroption for allpipcommands. - install all dependencies with sudo permissions.
In order to use virtual environment you should install it:
python3 -m pip install virtualenv
python3 -m virtualenv -p `which python3` <directory_for_environment>
Before starting to work inside virtual environment, it should be activated:
source <directory_for_environment>/bin/activate
Virtual environment can be deactivated using command
deactivate
2. Install packages
You can install tools by specifying path to tool with setup.py in pip install command:
python3 -m pip install <tools_folder>/
For example, to install Benchmark Tool, use the following command:
python3 -m pip install benchmark_tool/
Configuration
Each subpackage has specific configuration. Please, refer to specific subpackage documentation for details.