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Maxim Vafin 87d6f201aa
[PT FE] Support converting 16bit models by patching (#24482) 
### Details:
- *Add patch function to make 16bit models traceable. This reduce memory
consumption and time spent during conversion of models that are natively
saved in 16bit precision*

### Tickets:
 - *CVS-136828*
 		2024-05-20 07:08:03 +00:00
..
docs Update year in src/bindings/python folder (#22186) 2024-01-16 18:58:06 +01:00
src [PT FE] Support converting 16bit models by patching (#24482) 2024-05-20 07:08:03 +00:00
tests [PyOV] Add stateful API to CompiledModel (#24545) 2024-05-17 12:53:59 +00:00
thirdparty Updated pybind11 to 2.12.0 (#24140) 2024-04-22 15:03:02 +04:00
wheel Added torchdynamo backend entry point in package setup (#24178) 2024-05-13 18:51:12 +00:00
.clang-format Rename runtime to src (#8842) 2021-11-27 11:28:25 +03:00
.gitignore [PyOV] Making offline_transformations a private module (#13213) 2022-09-28 18:38:52 +02:00
CMakeLists.txt Improved cross-compilation with python (#24160) 2024-04-22 18:33:05 +04:00
README.md [DOCS] Update of hyperlinks to 2024 + new ov homepage diagram image for master (#23091) 2024-02-28 07:54:04 +00:00
constraints.txt Update pytest requirement from <8.1,>=5.0 to >=5.0,<8.3 in /src/bindings/python (#24285) 2024-05-07 12:08:43 +00:00
pyproject.toml [PYTHON API] Check new config (#11402) 2022-06-13 10:21:04 +02:00
requirements.txt [PyOV] Limit numpy to major version (#24103) 2024-04-22 13:47:49 +00:00
requirements_test.txt [PyOV] Add upperbound to flake8 (#24302) 2024-05-10 07:12:03 +00:00
setup.cfg [PyOV] Legacy IE Python API removal (#20908) 2024-01-11 13:46:49 +01:00

README.md

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.
  • tests - tests directory for OpenVINO Python 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:

See also