* Fixed ObjectDetectionAPIProposalReplacement() to get correct CropAndResize node.
* Small correction.
* Moved topological sort with start node to separate method, added tests.
* Simplified code.
* Removed input_model from meta data dictionary.
* Added test.
* Changed check for more general case.
* Test fixed.
* Temporarily added debug print.
* Fixed test.
* Code corrections.
* Small correction.
* Added type check.
* Added comments, small corrections.
* Refactored MO convert_model() to have single parse_args().
* Small correction.
* Fixed PyTorch converting.
* Small correction.
* Code refactoring, added tests.
* fix checking if there are data nodes for operations with several outputs
* added unit-test
* added ports explicitly, removed redundant lambda
* typo in port
* removed deprecated cli arguments from MO
* removed deprecated options from docs
* Update tools/legacy/benchmark_app/README.md
* removed ConcatOptimization.py, removed deprecated args from unit-tests, renamed tensorflow_use_custom_operations_config -> transformations_config; replaced using or cmd_params.data_type -> cmd_params.compress_to_fp16
* added comment why we set internal 'data_type' always to 'FP32' after introducing 'compress_to_fp16'
* removed openvino_docs_MO_DG_prepare_model_Model_Optimization_Techniques from MO_DevGuide
* returned back --data_type argument
* leftovers from recovering
* returned back to package_BOM.txt; fixed NHWC by default for TF
* recovered --disable_nhwc_to_nchw to MO args
* reverted removing --tensorflow_use_custom_operations_config
Co-authored-by: Roman Kazantsev <roman.kazantsev@intel.com>
* [Tools][MO] Clean up requirements for default installation
Signed-off-by: Kazantsev, Roman <roman.kazantsev@intel.com>
* Update azure config files with extras
Signed-off-by: Kazantsev, Roman <roman.kazantsev@intel.com>
* cleanup tmp IR files after unexpected failures
* separated catching during tmp serialize and fe.load
* updated file path specification
* moved base MO arguments into utils
* removed redundant 'except' blocks
* shortened specifying MO args
* calling unit-tests from subprocess; joined 2 try/except block into a single one
* changed postfix so that test is run without duplications only once
* [Tools] Avoid use of NumPy deprecated types
Signed-off-by: Kazantsev, Roman <roman.kazantsev@intel.com>
* Revert "[Tools] Avoid use of NumPy deprecated types"
This reverts commit 21ffc167d1.
* Move to 1.24 Numpy
Signed-off-by: Kazantsev, Roman <roman.kazantsev@intel.com>
* replace benchmark_app imean and iscale parameters
Tickets 80777 and 80900
* Warn about difference with imean and iscale, note that in help
* Clang format
* Clang format
* mean->scale
* Keep mean scale empty if not set
Co-authored-by: Andrei Kochin <andrei.kochin@intel.com>
* Preserve input constant when Squeeze and Unsqueeze shape infer is sone in MO IR Reader
* Fix bom test
* Add tests
* Fix value
* Fix test
* Apply suggestions from code review
Co-authored-by: Roman Kazantsev <roman.kazantsev@intel.com>
Co-authored-by: Roman Kazantsev <roman.kazantsev@intel.com>
* [TF FE] Add info messages in Model Optimizer and the preliminary user documentation
Signed-off-by: Kazantsev, Roman <roman.kazantsev@intel.com>
* Add test model with future operation
* Update docs/MO_DG/prepare_model/TensorFlow_Frontend.md
Co-authored-by: Maxim Vafin <maxim.vafin@intel.com>
* Apply code-review feedback: Recover use of dict
* Fix the rest of feedback
* Remove User documentation for TF FE
* Correct tests to provide required arguments
* Handle argv without framework argument in deduce_framework function
Signed-off-by: Kazantsev, Roman <roman.kazantsev@intel.com>
Co-authored-by: Maxim Vafin <maxim.vafin@intel.com>
* [ONNX FE] Support value freezing without specifying type
Implement gete_element_type method for ONNX InputModel.
Implement tests with freezing integer input and float models
Signed-off-by: Kazantsev, Roman <roman.kazantsev@intel.com>
* Update src/frontends/onnx/frontend/src/input_model.cpp
Co-authored-by: Tomasz Dołbniak <tomasz.dolbniak@intel.com>
* Update src/frontends/onnx/frontend/src/input_model.cpp
Co-authored-by: Tomasz Dołbniak <tomasz.dolbniak@intel.com>
* Update src/frontends/onnx/frontend/src/input_model.cpp
Co-authored-by: Katarzyna Mitrus <katarzyna.mitrus@intel.com>
* Return only element type for model inputs and add ONNX FE tests
* Rename variable in the test
* Add syntax mark
Signed-off-by: Kazantsev, Roman <roman.kazantsev@intel.com>
Co-authored-by: Tomasz Dołbniak <tomasz.dolbniak@intel.com>
Co-authored-by: Katarzyna Mitrus <katarzyna.mitrus@intel.com>
* [TF FE] Support dynamic shape Placeholder freezing and PlaceholderWithDefault
Also, this PR contains reorganization of python unit tests for TF FE that
covers conversion and inference of different models in pbtxt.
This mini-infrastructure will be used in the future for TF FE support.
Signed-off-by: Kazantsev, Roman <roman.kazantsev@intel.com>
* Revert debug info
Signed-off-by: Kazantsev, Roman <roman.kazantsev@intel.com>
* [FE] Fix freezing placeholder via freeze_placeholder_with_value option
Currently, freezing placeholder via freeze_placeholder_with_value option does not work for any frontends. It happens due to absence of a node in _input_shapes dictionary.
* Add get_element_type method for InputModel
* Revert not needed changes
* Revert not needed changes
* Update freeze_placeholder_test
* Add tests for TF FE with freezing values of different types
* Fix Python API return value
* Correct returned type for get_numpy_ctype
* Apply code-review feedback
* Update src/frontends/tensorflow/src/input_model.hpp
Co-authored-by: Maxim Vafin <maxim.vafin@intel.com>
* Apply code-review feedback: no tf legacy specific routine and parameter names
Co-authored-by: Maxim Vafin <maxim.vafin@intel.com>
* [Python API][Tools] Top up upper bound version for dependencies: NumPy, TensorFlow, NetworkX
Signed-off-by: Kazantsev, Roman <roman.kazantsev@intel.com>
* Remove upper-bound for TensorFlow and NumPy
* Revert "Remove upper-bound for TensorFlow and NumPy"
This reverts commit 662085df2e.
* Remove upper-bound for NumPy for default installation
Signed-off-by: Kazantsev, Roman <roman.kazantsev@intel.com>
* convert() method added.
* Moved conversion to convert() method.
* Fixed commits.
* Output dir fix.
* Added objects support for extesions param.
* Added support for transformations_config extension objects.
* Input to str unit tests.
* Added tests, added comments.
* Updated BOM.
* Removed commented code.
* Fixed extension passing.
* Small corrections.
* Fixed for python 3.6.
* Small fix.
* Moved dir creating to ov.serialize(), removed mo.serialize(), small fixes.
* Small fix.
* Small correction.
* Removed coping of params, moved convert implemetation to separate module.
* Import fixes.
* Moved hiding of exceptions to main().
* Updated comment.
* Fixed unit tests.
* Comment changed.
* Fixed dir creating.
* Tests fixed.
* Small fixes.
* Test fix.
* Added meta data generation, removed printing of execution time for silent mode.
* Import fix.
* Conflict fix.
* Fixed error.
* Fix for custom config.
* Added version, data_type params to help.
* Added mo.convert() full-functional tests.
* Small corrections.
* Comment correction.
* Moved convert to openvino package, moved LayotMap and InputCutInfo to openvino.convert.
* Added help param.
* Wrong change removed.
* Small fix.
* Removed unnecessary comments.
* Removed .xml extension check from append_ir_info.
* Added missed file.
* Fixed error.
* Fix for bool value in InputCutInfo.
* Moved InputCutInfo, LayoutMap to openvino.tools.mo.
* Moved InputCutInfo, LayoutMap to openvino.tools.mo.
* Moved check and read_model to emit_ir.
* Small correction.
* Added comment.
* Added unit_tests with convert().
* Small corrections.
* Removed convert alias from openvino.
* Fixed conflicting unit tests.
* Removed unnecessary warnings.
* Params check fix.
* Small correction.
* Added paths checks.
* Added negative tests for to_str methods, fixed errors.
* Added tuples support in input parameter.
* Added direct support of BytesIO and TF1 graph def.
* Moved reminders to update OV and use API 2.0 to main().
* Fixed keras loading.
* Returned .mapping file generating.
* Added positional input_model param.
* Added test for unnamed input_model.
* Optimize imports.
* Added more informative error for brackets syntax in --input.
* Keras direct model support.
* Keras direct model support.
* Small fix.
* Conflict fix.
* Conflict fix.
* Added direct support of BytesIO and TF1 graph def.
* Fixed keras loading.
* Keras direct model support.
* Keras direct model support.
* Small fix.
* Tests for importing from memory.
* Support of other tf/pytorch formats.
* Updated mo_convert extensions tests to use ov models.
* Removed debug output.
* Implemented PyTorch converting logic.
* Small corrections.
* Small corrections.
* Added comments.
* Fixed for single input case.
* Added switching between save to file and BytesIO.
* Small fixes.
* Rename convert() to convert_model().
* Added env variable to disable converting to onnx.
* Tests refactoring.
* Add MO Python API tests to precommit.
* Add MO Python API tests to precommit.
* Added PyTorch to layer tests requirements.
* Added supported formats description.
* Fixed errors, added tests.
* Fixed bugs, added support of numpy and ov.Tensor sample_input.
* Added more torch.Size tests.
* Small correction.
* Renamed sample_input->example_inputs.
* Tests refactoring.
* Code style.
* Added support of dict in example_inputs.
* Small correction.
* Added removing of tmp onnx model in case of conversion error.
* Fix for lists of tensors in example_inputs.
* Support of dynamic axes for Keras layer, Keras module.
* Removed disabling of eager execution.
* Tests fixed.
* Added pytest requirement for layer tests.
* Added convert_model to openvino.runtime, fixed test runs.
* Small fix.
* Tests fix.
* Better help message.
* Error fixed.
* Renamed example_inputs->example_input.
* Small fix.
* Added support of list of layouts.
* Removed wrong change.
* Added tuple support for --layout.
* Removed convert_model from openvino.runtime.
* Use of default onnx opset version.
* Added support of dynamic input shapes without example_input.
* Made better error message.
* Removed stack trace from exceptions.
* Fixed tests.
* Small fix.
* Removed wrong change.
* Added import model from memory tests in unit tests.
* Replaced compare_functions() with MO IR reader compare.
* Removed test.
* Removed not needed change.
* Fixed conflicts.
* Moved MO meta data to RT info.
* Undo wrong change.
* Reformat code.
* Code reformat.
* Corrected error message.
* Test correction.
* Test fix.
* Updated MO IR Reader.
* Added testing of meta data for MO IR reader.
* Code corrections.
* Default params removed from meta data.
* Test corrected, fixed paths cropping.
* Small fix.
* Renamed legacy_path to legacy_frontend.
* Fixed error.
* Added PartialShape from str constructor, added to_string() method.
* Small corrections.
* Moved shape parsing to PartialShape and Dimension classes.
* Fixed errors.
* Added tests for shapes with comma separator.
* Fixed tests.
* Test fixed.
* Fixed test.
* Fixed tests.
* Small fix.
* Removed usage of depricated method.
* Fix in MO IR reader.
* Tests fixed.
* Fix in MO IR reader.
* Test fixed.
* Shape class alignment.
* Code fixes.
* Code fixes.
* Used unnamed namespace.
* Undo change of Shape attribute adapter.
* Undo change of Shape attribute adapter.
* Removed unnecessary includes.
* Removed unnecessary code.
* Test fixed.
* Fix in MO IR reader.
* Moved check_all_digits() to ov::util.
* Moved check_all_digits() to src/core/src/.
* Clang format.
* Apply suggestions from code review
Co-authored-by: Ilya Churaev <ilyachur@gmail.com>
* Removed dimension_util file.
* Removed wrong change.
* Removed extra spaces from string representation of Shape.
* Test fixed.
* Added support of comma separator for value. Updated help.
* Returned old format shape serializing.
Co-authored-by: Ilya Churaev <ilyachur@gmail.com>
* turn on bom_tests
* fixed root directories to search
* leftovers fix
* removed requirements from package_BOM.txt; corrected error messages to install via pip
* removed extract_release_version.py from package_BOM.txt, added requirements files to skip
* removed redundant commented line
* mentioned CustomLayersMapping.xml.example in docs
Co-authored-by: Andrei Kochin <andrei.kochin@intel.com>
* Remove py3.6 constraints
* Cleanup out of date python versions
* Bump pybind11 to v2.10.1 release tag
* [PyOV] Fix wheel requirements for new package versions
Co-authored-by: jiwaszki <jan.iwaszkiewicz@intel.com>
Anastasiia Pnevskaia
Pavel Esir
Ilya Churaev
Przemyslaw Wysocki
Maxim Vafin
Zlobin VladimirandAndrei Kochin
Anastasia Kuporosova
Mateusz TabakaandIlya Lavrenov
Evgenya Stepyreva
