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OpenVINO™ Python* package {#openvino_docs_IE_DG_PythonPackage_Overview}
========================
OpenVINO™ Python\* package includes types to measure model and calibrate to low precision.
The OpenVINO™ Python\* package available in the `<INSTALL_DIR>/python/python3.X` directory.
The OpenVINO™ Python\* package includes the following sub-packages:
- [openvino.inference_engine](../../inference-engine/ie_bridges/python/docs/api_overview.md) - Python\* wrapper on OpenVINO™ Inference Engine.
- `openvino.tools.accuracy_checker` - Measure accuracy.
- `openvino.tools.benchmark` - Measure latency and throughput.
## See Also
Feature/azaytsev/merge to master (#2786) * [IE CLDNN] Memory allocation optimizations (#2178) * [GNA] Safety fixes (#2193) * LSTMCell test [GNA] LSTMCell fix for GNA (#2216) * [GNA] fix scale factor calculation for unfused bias after fc (2021.1) (#2195) * [GNA] fix scale factor calculation for unfused bias after fc * change check * add test * apply requested changes * cpplint fix * apply test changes * modify model for test to match ::op:: * [LPT] Copy constant with several outputs before blob update (#2197) * [LPT] Copy constant implementation * [LPT] the same Constant ops as FQ interval boundaries * [Scripts] Fixing issue with exporting path-like env when it undef (#2164) * setupvars.sh: Added logic for exporting path env in case if it not defined * setupvars: Removed duplicated colon * Kept quotes where they were * setupvars: updated copyrights * FakeQuantize + Mul fusion (#2133) * FQ+Mul fusion transform skeleton * FQ+Mul fusion transform tests prep * Basic UT for the transform * Basic implementation of the transform * Parametrized UTs for FQMul transform * Parametrization of FQ+Mul UTs * Make sure that the shapes of constants match * Check if the mul constant matches FQ data * CentOs compilation error fix * PR feedback and adjusted tests * NHWC layout of the mul constant * UT: FQ output limits 4D * Redundant CF pass removed * Rewrite the graph in a different way * Shape checking infrastructure skeleton * Handle some negative cases * Check the rt info in the fusion test * Fuse all Mul nodes detected after FQ node * Dont cast the original FQ node * Dont throw if CF fails in new output range calculation * More UTs * Accept any type of input to FQ in the transformation * Test the fusion when all FQ inputs are non-const * Fusion test when only one output limit is const * Extend error message (#2174) * some nGraph KW fixes (#2176) * Removed redundant methods * Fixed KW for linux * Fix QueryNetwork for networks with KSO (#2202) * Added a test to reproduce QueryNetwork with KSO * Fixed QueryNetwork for networks with KSO * Added additional test * Fixed output names for case with redundant ops before result (#2209) * [IE][VPU]: Workaround to support parameter Beta for layer Swish (#2207) * Workaround to full support Swish layer. It is faster than native Swish for now. * [IE][VPU]: Remove the second call of ngraph::CommonOptimizations (#2221) * Remove the second call of ngraph::CommonOptimizations in myriad plugin * Reuse code with vpu ngraph transformations * Duplicate PR 2167 for release branch: GatherTree description was extended and outdated link fixed (#2235) * add more alrifications to description * move clarification to comment * pseudo code become more accurate * review changes * Add exposing function signatures via Cython (#2244) * [DOC] Reshape feature (#2194) * [IE][VPU][OpenCL] 2021.1 release compiler (#2189) * Statically analyzed issues. (#2261) * [IE][VPU]: Fix K propagation through Reshape (2021.1) (#2180) * Fix K propagation through Reshape * Add test cases * Revert "[IE TESTS] dynavic batch for mvn layer (#1010)" (#2256) This reverts commit 2e3378c50feb96df2bb8cb719bf0745705e35ad9. * Fixed KW warning and review issues (#2262) * [IE][VPU]: update firmware 1381 (#2236) * Reverting devicePriorities to be vector and respect the order, as opposed to the incorrect (recent?) refactoring that introduced the unordered_map that effectively ignores the priorities (#2251) * update OpenCV version to 4.5.0 (#2260) * Add VPUX configuration to compile_tool (#2248) * [IE][TESTS] Fix compareRawBuffers and compareBlobData methods (#2246) Use `<=` comparison instead of `<` with thresholds. This allows to use `0` threshold for bit-exact comparison. * [IE][VPU]: KW fixes (#2186) * Some KW fixes * Fix printTo in vpu ngraph transformations * Fix for static PartialShape detection algorithm (#2177) * Fixes for Interpolate-4. (#2281) * Update get_ov_update_message.py (#2286) * Clone a specific tag for pybind11 (#2296) * [Scripts] Fix setting PYTHONPATH logic (#2305) * setupvars.sh: Added logic for exporting path env in case if it not defined * setupvars: Removed duplicated colon * install_openvino_dependencies: Updated copyrights setupvars.bat: Updated notification about incorrect Python version. Removed checking ICC2019 setupvars.sh: Removed logic with choosing higher version of installed Python. Added dynamic detecting python3 major and minor version for setting path. Add checking minimum required Python version(now 3.6) * Added python3-gi package and fixed libglib2.0-0 package location. (#2294) * [IE TESTS] CoreThreading_LoadNetwork tests were disabled for GPU plugin (#2245) (#2283) * setupvars: Updated notifications, fixed calling python in Windows case (#2318) * Updated operations specification documents (2021.1) (#2268) * Updated documentation structure and remove incorrect added files for Acosh-1, Asinh-1 and Atanh-1 * Fixed broken links * Fixed c samples build (#2278) (#2304) * Fixed c samples build fixed CVS-38816 - Failure to build samples in C * Fixed issue with gflags * Revert "[IE][VPU]: Fix K propagation through Reshape (2021.1) (#2180)" (#2322) This reverts commit d604a03ac0e639ba6dff3aa76f2830501a097fab. * Added ONNX Resize-11 and ONNX Resize-13 to supported frameworks layers list. (#2325) * Implement `run_executable.py` to run `TimeTests` several times (#2125) (#2188) CI passed * install_NEO_OCL_driver: Updated exit codes, messages. Updated way to remove old driver on Ubuntu (#2333) * Bump cmake version to 3.13 (#2339) * install_NEO_OCL_driver: Added checking of installed packages before trying to remove them. Added quotes for echo. (#2350) * convert to doxygen comments * add doxygen doc build configurations (#2191) Co-authored-by: Nikolay Tyukaev <ntyukaev_lo@jenkins.inn.intel.com> * [DOCS] Added an evaluate method for custom operation (#2272) * Added an evaluate method for custom operation * Fixed comments * Downgrade cmake for samples (#2372) * Downgrade cmake for samples Downgraded cmake version to default version for Ubuntu 18.04 * Updated supported python version The minimal python version in 2021.1 is 3.5 * Added notes about cmake requirements for samples and demo * Install dependency refactoring. (#2381) * Updated Transformation development doc (#2370) * Delete xfail for resolved known issue (#2385) * Fix layout links for dl streamer and c api (#2375) * fix layouts * change the dl-streamer link Co-authored-by: Nikolay Tyukaev <ntyukaev_lo@jenkins.inn.intel.com> * Added link options for cross-compilation (#2397) * Added new GSG for macOS, made minor changes in Windows GSG (#2070) (#2405) * Added new GSG for macOS, made minor changes in Windows GSG * Update get_started_macos.md Co-authored-by: Anastasiya Ageeva <anastasiya.ageeva@intel.com> * Fixed docs build on Windows (#2383) * layouts and code comments * Replace absolute links to docs.openvinotoolkit.org by relative ones (#2439) * Replaced direct links to docs.openvinotoolkit.org with relative links * Replaced direct links to docs.openvinotoolkit.org with relative links. Added GSGs for Win and macOS * Minor fixes in GSGs * Replaced direct links to docs.openvinotoolkit.org with relative links * Removed links to OpenVINO markdown files that contain anchor - they don't work in the current implementation of the doc process * Fixed Notes * Removed links to OpenVINO markdown files that contain anchor - they don't work in the current implementation of the doc process * fixed link to installing-openvino-linux.md * Update the menu to align with POT doc headers (#2433) * Update the menu to align with POT doc headers It changes the menu to align with Post-training Optimization Toolkit documentation titles. * Corrected one title Run Examples => How to Run Examples * Added closing braсket (#2466) Fixed syntax error (b4b03b1) * Remove the deprecation notice (#2314) * Removed deprecation notice * Removed the note from other files * [DOCS] Update Installation Guide - GPU steps (#2308) * Initial commit * fixing lists * Update installing-openvino-linux.md * Get rid of the note * Added the scrrenshot * Update installing-openvino-linux.md * fixes * separate layout * [Docs] Update MO What's new description (#2481) * Azure CI: Add separated pipelines for Windows, Linux, Mac * Feature/azaytsev/benchmarks 2021 1 (#2501) * Initial changes for 2021.1 * Inserted Graphtool scripts, updated configurations info * Updated FAQ and minor changes to performance_benchmarks.md * Updated for 2021.1 * Updated * incorporated review comments * incorporated review comments for FAQ * fixed link * Update build-instruction.md for MacOsX (#2457) * Update build-instruction.md for MacOsX * Removed call of install_dependencies.sh from the steps * Changed layouts * Feature/azaytsev/cvs-38240 (#2469) * Updated for 2020 version, replaced Ubuntu 16.04 with Ubuntu 20.04 * Updated the release package numbers * Removed FPGA from the documentation * Updated according to the comments in the ticket CVS-37827 (#2448) * Updated according to CVS-38225 * some changes * Update docs for speech libs and demos (#2518) * Made changes to benchmarks according to review comments * Remove `--collect_results_only` (#2523) * Remove `--collect_results_only` from MemCheckTests * Remove CLI keys from README * Added logo info to the Legal_Information, updated Ubuntu, CentOS supported versions * Updated supported Intel® Core™ processors list * Fixed table formatting * [Jenkinsfile] Bump infra (#2546) * [GNA] Documentation updates for 2021.1 (#2460) * [GNA] Documentation updates for 2021.1 * Take Mike's comments into account * More fixes according to review * Fix processor generation names * update api layouts * Added new index page with overview * Changed CMake and Python versions * Fixed links * some layout changes * some layout changes * nGraph Python API tutorial (#2500) * nGraph Python API tutorial * Tweaks * Code review comments * Code review comments * some layout changes * COnverted svg images to png * layouts * update layout * Added a label for nGraph_Python_API.md * fixed links * Fixed image * First draft of nGraph documentation (#2271) * First draft of nGraph documentation * updated according to review comments * Updated * Reviewed the nGraph Transformation section, added missing images * Update nGraph_dg.md * Delete python_api.md Removed since there is already the nGraph_Python_API.md document with a comprehensive overview. Co-authored-by: Andrey Zaytsev <andrey.zaytsev@intel.com> Co-authored-by: CCR\avladimi <anastasiya.ageeva@intel.com> * Feature/azaytsev/docs 2021 1 (#2560) * Removed FPGA from the documentation * Updated according to CVS-38225 * Added logo info to the Legal_Information, updated Ubuntu, CentOS supported versions * Updated supported Intel® Core™ processors list * Added new index page with overview * Changed CMake and Python versions * Fixed links * COnverted svg images to png * Added a label for nGraph_Python_API.md * fixed links * Fixed image * Update SW requirements in build instructions and change latest release to 2021.1 (#2565) * removed links to ../IE_DG/Introduction.md * Removed links to tools overview page as removed * some changes * Remove link to Integrate_your_kernels_into_IE.md * remove openvino_docs_IE_DG_Graph_debug_capabilities from layout as it was removed * Fixed links to images (#2569) * update layouts * Added deprecation note for PassConfig class (#2593) * Post-release fixes and installation path changes * Added pip install documentation (#2465) * Added pip install documentation * Change references * tiny fixes of links * Update installing-openvino-pip.md Co-authored-by: Alina Alborova <alina.alborova@intel.com> * Update OpenVino ONNX CI check (#2599) * Update OpenVino ONNX CI * Change parallel execution to single * Enlarge timeout * Remove timeout * Add timeout to test execution * Added PIP installation and Build from Source to the layout * Fixed formatting issue, removed broken link * Renamed section EXAMPLES to RESOURCES according to review comments * add mo faq navigation by url param * Skip hanging test case of OpenVino ONNX CI (#2608) * Update OpenVino ONNX CI * Change parallel execution to single * Enlarge timeout * Remove timeout * Add timeout to test execution * Skip hanging test * Add description to skip issue * Removed DLDT description * Replaced wrong links * MInor fix for path to the cpp samples * fixes * Update ops.py * Fix style * Improve pip installation guide (#2644) * Improve pip installation guide * Updated after comments * Feature/ntyukaev/separate layout (#2629) * convert to doxygen comments * layouts and code comments * separate layout * Changed layouts * Removed FPGA from the documentation * Updated according to CVS-38225 * some changes * Made changes to benchmarks according to review comments * Added logo info to the Legal_Information, updated Ubuntu, CentOS supported versions * Updated supported Intel® Core™ processors list * Fixed table formatting * update api layouts * Added new index page with overview * Changed CMake and Python versions * Fixed links * some layout changes * some layout changes * some layout changes * COnverted svg images to png * layouts * update layout * Added a label for nGraph_Python_API.md * fixed links * Fixed image * removed links to ../IE_DG/Introduction.md * Removed links to tools overview page as removed * some changes * Remove link to Integrate_your_kernels_into_IE.md * remove openvino_docs_IE_DG_Graph_debug_capabilities from layout as it was removed * update layouts * Post-release fixes and installation path changes * Added PIP installation and Build from Source to the layout * Fixed formatting issue, removed broken link * Renamed section EXAMPLES to RESOURCES according to review comments * add mo faq navigation by url param * Removed DLDT description * Replaced wrong links * MInor fix for path to the cpp samples * fixes * Update ops.py * Fix style Co-authored-by: Nikolay Tyukaev <ntyukaev_lo@jenkins.inn.intel.com> Co-authored-by: Tyukaev <nikolay.tyukaev@intel.com> Co-authored-by: aalborov <alina.alborova@intel.com> Co-authored-by: Rafal Blaczkowski <rafal.blaczkowski@intel.com> Co-authored-by: Alexander Zhogov <alexander.zhogov@intel.com> * Fixed CVS-35316 (#2072) (#2670) Co-authored-by: Anastasiya Ageeva <anastasiya.ageeva@intel.com> * [install_dependencies.sh] install latest cmake if current version is lower 3.13 (#2695) (#2701) * [install_dependencies.sh] install latest cmake if current version is lower 3.13 * add shellcheck for Ubuntu * install python 2.7 for Ubuntu * Removed redundant file * Exclude files that we didn't changed from merging Co-authored-by: Sergey Shlyapnikov <sergey.shlyapnikov@intel.com> Co-authored-by: Denis Orlov <denis.orlov@intel.com> Co-authored-by: Kamil Magierski <kamil.magierski@intel.com> Co-authored-by: Anna Alberska <anna.alberska@intel.com> Co-authored-by: Edward Shogulin <edward.shogulin@intel.com> Co-authored-by: Artyom Anokhov <artyom.anokhov@intel.com> Co-authored-by: Tomasz Dołbniak <tomasz.dolbniak@intel.com> Co-authored-by: Ilya Churaev <ilya.churaev@intel.com> Co-authored-by: Roman Vyunov (Intel) <roman.vyunov@intel.com> Co-authored-by: Maksim Doronin <maksim.doronin@intel.com> Co-authored-by: Svetlana Dolinina <svetlana.a.dolinina@intel.com> Co-authored-by: Evgeny Talanin <evgeny.talanin@intel.com> Co-authored-by: Evgenya Stepyreva <evgenya.stepyreva@intel.com> Co-authored-by: Maxim Kurin <maxim.kurin@intel.com> Co-authored-by: Nikolay Shchegolev <nikolay.shchegolev@intel.com> Co-authored-by: Andrew Bakalin <andrew.bakalin@intel.com> Co-authored-by: Gorokhov Dmitriy <dmitry.gorokhov@intel.com> Co-authored-by: Evgeny Latkin <evgeny.latkin@intel.com> Co-authored-by: Maxim Shevtsov <maxim.y.shevtsov@intel.com> Co-authored-by: Alexey Suhov <alexey.suhov@intel.com> Co-authored-by: Alexander Novak <sasha-novak@yandex.ru> Co-authored-by: Vladislav Vinogradov <vlad.vinogradov@intel.com> Co-authored-by: Vladislav Volkov <vladislav.volkov@intel.com> Co-authored-by: Vladimir Gavrilov <vladimir.gavrilov@intel.com> Co-authored-by: Zoe Cayetano <zoe.cayetano@intel.com> Co-authored-by: Dmitrii Denisov <dmitrii.denisov@intel.com> Co-authored-by: Irina Efode <irina.efode@intel.com> Co-authored-by: Evgeny Lazarev <evgeny.lazarev@intel.com> Co-authored-by: Mikhail Ryzhov <mikhail.ryzhov@intel.com> Co-authored-by: Vitaliy Urusovskij <vitaliy.urusovskij@intel.com> Co-authored-by: Nikolay Tyukaev <ntyukaev_lo@jenkins.inn.intel.com> Co-authored-by: Nikolay Tyukaev <nikolay.tyukaev@intel.com> Co-authored-by: Gleb Kazantaev <gleb.kazantaev@intel.com> Co-authored-by: Rafal Blaczkowski <rafal.blaczkowski@intel.com> Co-authored-by: Ilya Lavrenov <ilya.lavrenov@intel.com> Co-authored-by: Anastasiya Ageeva <anastasiya.ageeva@intel.com> Co-authored-by: Maksim Proshin <mvproshin@gmail.com> Co-authored-by: Alina Alborova <alina.alborova@intel.com> Co-authored-by: Maxim Vafin <maxim.vafin@intel.com> Co-authored-by: azhogov <alexander.zhogov@intel.com> Co-authored-by: Alina Kladieva <alina.kladieva@intel.com> Co-authored-by: Michał Karzyński <4430709+postrational@users.noreply.github.com> Co-authored-by: Anton Romanov <anton.romanov@intel.com>
2020-10-27 00:41:46 +03:00
* [Introduction to Inference Engine](inference_engine_intro.md)