Ivan Tikhonovandcecilia peng
a329611349
* Support for dynamic shapes in ReadValue/Assign ops and MakeStateful transformation * fix unit tests * codestyle * fix warning * fix visitors test * Fix lowLatency transformation, fix functional tests * fix LowLatency2 * codestyle * Fix CPU/GNA tests * fix shape inference of assign operation * fix python API * fix mypy error * Fix read_value operation version in python API for opsets7-13 * Update python API and fix tests * set the same Varibable obj to Assign/ReadValue in py API, disable fp16 memory tests * Update shape inference methods of Assign, ReadValue; update tests; fix codestyle * fix python codestyle * fix tests * Resolve review comments * codestyle * resolve review comments * codestyle * Update ReadValue op in kaldi frontend, fix GNA tests * fix Assign/ReadValue bindings, fix read_value test * Apply suggestions from code review Co-authored-by: cecilia peng <cecilia.peng@intel.com> * Fix functional tests, add ov::Type support as an argument for read_value py binding * temporary disable test_query_state_write_buffer fp16 tests * Fix backward compatibility with the IRs with ReadValue/Assign ops generated via prev versions of OV; fix func tests * fix python test, support type as str in read_value/assign bindings * fix model binding * fix pre-commit tests: variables vector cleanup * fix integration with cpu changes * codestyle * fix warning * Fix type/shape validation for read_value op * fix a type_prop test for assign op --------- Co-authored-by: cecilia peng <cecilia.peng@intel.com>
OpenVINO Python API
OpenVINO Python API is a part of the OpenVINO library. The component is responsible for:
- Bindings of OpenVINO - allowing users to use the OpenVINO library in their Python code. Python API provides bindings to basic and advanced APIs from OpenVINO Runtime.
- Extending OpenVINO with pythonic features - on top of direct translations from C++, Python API component:
- Adds specific extensions to support numpy-based data.
- Provides support for external frameworks inputs.
- Provides shortcuts and helpers with more pythonic design.
- Allows to apply advanced concepts, like shared memory, to take full advantage of OpenVINO.
OpenVINO Python API uses the common codestyle checks which are adjusted to project needs.
Key contacts
If you have any questions, feature requests or want us to review your PRs, send us a message or ping us on GitHub via openvino-ie-python-api-maintainers. You can always directly contact everyone from this group.
Components
OpenVINO PYTHON API has the following structure:
- docs - folder that contains developer documentation and code examples.
- src - folder with all source files for Python API.
- src/compatibility - sources for compatibility API, including older modules like
ngraphandopenvino.inference_engine. - src/openvino - Python sources for current API.
- src/openvino/preprocess - Torchvision to OpenVINO preprocessing converter.
- src/pyopenvino - C++ sources for current API.
- src/compatibility - sources for compatibility API, including older modules like
- tests - tests directory for current API.
- tests_compatibility - tests directory for compatibility API.
- thirdparty - folder that contains third-party modules like
pybind11. - wheel - wheel-specific directory that contains all specific requirements and files used during wheel creation.
Tutorials
If you want to contribute to OpenVINO Python API, here is the list of learning materials and project guidelines:
- How to contribute
- How to extend OpenVINO Python API
- How to test OpenVINO Python API
- How to upgrade local Python version