Piotr KrzemińskiandZlobin Vladimir
d0a97af629
* [C++/BENCHMARK_APP] Introduce Numpy array loading for C++ benchmark app * [DOCS/BENCHMARK_APP] Update docs to reflect changes, update list of available extensions from OpenCV, align help messages * Update inputs_filling.cpp * Update tools/benchmark_tool/openvino/tools/benchmark/utils/inputs_filling.py Co-authored-by: Zlobin Vladimir <vladimir.zlobin@intel.com> * Update samples/cpp/benchmark_app/inputs_filling.cpp Co-authored-by: Zlobin Vladimir <vladimir.zlobin@intel.com> * [C++/Python] Implement quality-of-life improvements from PR comments * [C++] Fix compilation errors, fix linter output * [C++/PYTHON] Apply requested changes * Update samples/cpp/benchmark_app/main.cpp Co-authored-by: Zlobin Vladimir <vladimir.zlobin@intel.com> * Update samples/cpp/benchmark_app/utils.cpp Co-authored-by: Zlobin Vladimir <vladimir.zlobin@intel.com> * [PYTHON] Separate loading of numpy arrays similar to images * [PYTHON] Remove unnecessary 'Prepare xxx file' print * Update README again because IF OPENCV.. dissapeared for some reason * Update second README with missing IF OPENCV.. * [C++] Remove unnecessary vector print function * [C++ Add Numpy processing function - TODO link it to the tensor filling * Reverse OneDnn plugin modification * [C++] Numpy array loading for C++ * [C++] Add (almost) all missing types of data * Reverse submodule modifications * [C++/PYTHON] Fix compilation errors, clean code * [C++] Modify supported extensions, add numpy checking to utils, add numpy to get_image_info method * Update samples/cpp/benchmark_app/inputs_filling.cpp Co-authored-by: Zlobin Vladimir <vladimir.zlobin@intel.com> * [C++] Fix utils header file to reflect unordered set change * [PYTHON/C++] Fix compilation errors in C++ code, fix Python dynamic shapes numpy loading * [C++] Fix explicit instantiation of NumpyArray reader * [C++] Clang format, minor syntax fixes * [PYTHON/C++] Remove unnecessary data types, introduce a new approach to cast data of different types from format_rt_reader, remove uppercase types from Python precision parameters * [PYTHON] Update README to reflect new precision settings * [PYTHON] Fix README, fix clang format * [C++] Clean headers * [C++] Fix uninitialized variable error * [C++/PYTHON] Fixed choices in Python benchmark, fixed types in C++ benchmark * [C++] Fixed ov::float16conversion, fixed Python types map - removed redundancies * [C++] Add back boolean support * [C++] Fix compilation errors --------- Co-authored-by: Zlobin Vladimir <vladimir.zlobin@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.