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Mateusz Tabaka 508af22c66 Add CompressQuantizeWeights transformation (#7538 )

* Add CompressQuantizeWeights transformation

It's based on model-optimizer/extensions/back/compress_quantized_weights.py

* handle dequantization subgraph after quantization

* fix scale shift calculation

* remove TRANSFORMATIONS_API from CompressQuantizeWeights

* ZeroPointOptimizer

* add CompressQuantizeWeights pass to to ApplyMOCTransformations

* add comment

* fix code style

* cleanup

* ambiguous copy_runtime_info

* ambigous call

* fix case when zero_point is close to zero

* fix cf test case

* move files

* update tests

* add tests for evaluate_subgraph

* Address review comments

* make params static

2022-01-13 23:38:39 +01:00

benchmark_tool

[tools] some fixes for python benchmark (#9584 )

2022-01-12 17:22:58 +03:00

compile_tool

[IE Samples][OV2.0] final clean up of old API headers (#9494 )

2022-01-13 11:12:20 +03:00

cross_check_tool

[Python Tools] Align namespace for cross_check_tool (#7786 )

2021-11-03 01:55:27 +03:00

deployment_manager

[Deployment Manager] Remove Python common component from configs (#9448 )

2021-12-27 17:17:22 +03:00

Add CompressQuantizeWeights transformation (#7538 )

2022-01-13 23:38:39 +01:00

openvino_dev

Fetch requirements directly from openvino tools (#9154 )

2021-12-20 14:01:17 +03:00

pot

[POT] Minor correction about OpenSource (#9625 )

2022-01-13 20:10:34 +03:00

.gitignore

Align folder structure for Benchmark Tool (#6625 )

2021-07-19 11:57:51 +03:00

CMakeLists.txt

Added install wheel on azure for samples tests (#9179 )

2021-12-23 11:53:17 +03:00

README.md

Align folder structure for Benchmark Tool (#6625 )

2021-07-19 11:57:51 +03:00

requirements_dev.in

Add requirements files generation for installer (#9019 )

2021-12-06 01:15:31 +03:00

README.md

OpenVINO™ Python* development tools

General

OpenVINO includes following tools:

openvino.tools.benchmark

Please, refer to https://docs.openvinotoolkit.org 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 --user option for all pip commands.
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.