* [TF FE] Provide full support of TF1 Control flow and TensorArray ops
Signed-off-by: Kazantsev, Roman <roman.kazantsev@intel.com>
* Add missed header for TensorArrayV3 op
* Temporarily disable GRU cell fusion
* Update src/common/transformations/src/transformations/common_optimizations/moc_transformations.cpp
* Fix a case when element_shape for TensorArrayV3
* Fix translator for TensorArrayCloseV3
* Update summarize graph with TensorArrayCloseV3
* Add layer tests for TensorArrayScatterV3, Close, Size, Array
* Fix output shape for Merge node
* Remove unused variable
* Fix translator for TensorArrayConcatV3
* Fix translator for TensorArrayConcatV3
* Add layer tests for TensorArrayWriteV3, Gather, and Concat
Signed-off-by: Kazantsev, Roman <roman.kazantsev@intel.com>
* Add translator for GatherTree
* Fix TF FE unit-test for GatherTree
* Fix GatherTree translator
* Fix GatherTree translator to handle 1d end_token
* Fix undeclared parameter issue
* Fix GatherTree unit-test
* Add TensorArrayV3Replacer transformation
* Temporarily disable dangling transformation
* Recover RemoveMultiSubGraphOpDanglingParamsResults transformation
* Recover GRUCellFusion transformation
* Simplify check for GRUCellFusion transformation
* Use proper name for unit-tests
* Simplify translator for TensorArrayWriteV3
Signed-off-by: Kazantsev, Roman <roman.kazantsev@intel.com>
* Fix RemoveMultiSubgraphOpDanglingParamsResults transformation
Signed-off-by: Kazantsev, Roman <roman.kazantsev@intel.com>
* Additional fix for remove_multi_subgraph_op_dangling_params
* Make static TI run a dynamic subgraph
* Dedicated SL test
* Change condition to respect stat shapes
* Adjust test to cover the code path properly
* Recover fallback for still failing case GNMT
---------
Signed-off-by: Kazantsev, Roman <roman.kazantsev@intel.com>
Co-authored-by: Maksim Kutakov <maksim.kutakov@intel.com>
* [TF FE] Support TF 2.14 and add OnesLike translator
Signed-off-by: Kazantsev, Roman <roman.kazantsev@intel.com>
* Update tests constraints
* Update open_model_zoo
* Adopt TF Lite test to 2.14 TF
Signed-off-by: Kazantsev, Roman <roman.kazantsev@intel.com>
* Support TF Lite layer tests for diffrent TF versions
---------
Signed-off-by: Kazantsev, Roman <roman.kazantsev@intel.com>
* Fixed output_model logic.
* Removed InputCutInfo, disabled input cut in ovc.
* Disabled output cut, added tests for setting shapes or types for not all inputs.
* Returned support of numpy type.
* Separated MO and OVC python API tests.
* Small corrections.
* Added output dir test, exceptions test.
* Tests fixed.
* Corrected extension param description.
* Corrected input description, minor code corrections.
* [MO] compress_to_fp16=True by default (2dn attempt)
* fix unit-tests
* second round of fixin unit-tests
* set compress_to_fp16 default to True in ovc/cli_parser.py
* use save_model in mo_python_api_tests
* enforce compress_to_fp16=False in test_zero_copy
* selectively compress depending on the path user has chosen to generate IR
* corrected doc
* allow compress_to_fp16=False/True for ovc
* doc and unit-tests failing fix
* user save_model in ovc cli tool
* revert back serialize and compress_model but into main instead of moc_emit_ir
* cover more argument combinations for cli tool and convert_model
* WIP: parameters cleanup
* Removed debug output, fixed CLI
* Fixed python objects conversion
* Finally renamed mmap to share_weights
* Fixed TF conversion from a file or a directory
* Fixed obvious errors in unit tests
* Deleted layouts from OVC. Fixed most of the fails in ovc unit tests (there are still failures)
* Clenaup other references to layouts and fixed --version
* Fixed case when two model files are passed in TF case
* Fixed multiple model parts passing in ovc command line
* Tests fixed, support of unnamed input in cli parser.
* Remove convert_model from runtime.
* Changed silent to verbose.
* Removed transform param.
* Removed example_input, share_weights from ovc cli tool.
* Remove wrong change.
* Test fix.
* Code corrections.
* Returned comment.
* WA to fix process hanging after extension loading.
* Removed not needed code.
* Added comment.
---------
Co-authored-by: Sergey Lyalin <sergey.lyalin@intel.com>
* [TF FE] Support Switch and Merge to fuse into If operation
It introduces support of TF1 control flow with Switch and Merge nodes.
Signed-off-by: Kazantsev, Roman <roman.kazantsev@intel.com>
* Add script for test model generation
* Fix code-style
Signed-off-by: Kazantsev, Roman <roman.kazantsev@intel.com>
* Fix build issue
Signed-off-by: Kazantsev, Roman <roman.kazantsev@intel.com>
* Fix build issue with types
Signed-off-by: Kazantsev, Roman <roman.kazantsev@intel.com>
* Apply code-review feedback: optimizations in utils
Signed-off-by: Kazantsev, Roman <roman.kazantsev@intel.com>
* Fix build issue
Signed-off-by: Kazantsev, Roman <roman.kazantsev@intel.com>
* Apply code-review remarks and cover more cases
Signed-off-by: Kazantsev, Roman <roman.kazantsev@intel.com>
* Remove commented code
Signed-off-by: Kazantsev, Roman <roman.kazantsev@intel.com>
* Remove unused vars
Signed-off-by: Kazantsev, Roman <roman.kazantsev@intel.com>
* Update MO unit-tests wit Switch-Merge case
Signed-off-by: Kazantsev, Roman <roman.kazantsev@intel.com>
* Fix build issue: remove unused variable
Signed-off-by: Kazantsev, Roman <roman.kazantsev@intel.com>
---------
Signed-off-by: Kazantsev, Roman <roman.kazantsev@intel.com>
* Used pip wheel to build OpenVINO wheel
* Added convert_model() to openvino.runtime.
* Removed duplication of InputCutInfo, LayoutMap
* Switched Model Conversion API tests to convert_model from openvino.runtime.
* Small correction.
* Format correction.
* Small correction.
* Removed duplication of moc frontend files.
* Small correction.
* Removed duplication of cli_parser, offline_transformations.
* Code corrections.
* Removed code duplications.
* Removed code duplications.
* Updated codeowners.
* Switched layer tests to convert_model().
* Improvements
* Small correction.
* Caffe parser path fix.
* Added python api properly into deb / rpm packages
* Moved implementation to ovc tool.
* Moved implementation to ovc tool.
* Small correction.
* Use cmake -E variant from cmake 3.13
* Namespace fixes.
* Minor fixes.
* Pylint fixes.
* Fixed BOM file.
* Small corrections.
* Minor corrections.
* Minor fix.
* Error fixes.
* Added telemetry requirement.
* Improvements to fix CI
* Some refactoring
* Don't use developer package for scripts projects
* Added exception in case when MO is not imported.
* Removed exception from init.
* Removed changes from cmake.
* Added unit ovc tests, fixed minor errors.
* Added ovc unit tests to azure.
* Corrected imports.
* Fixed path to tests.
* Added missed files.
* Corrected github labels.
* Removed benchmark app from dev package.
* Small fix.
* Small corrections.
* Comment fixed.
* Removed changes from setup.py
* Removed not needed change.
* Removed duplicating unit tests.
* Removed wrong change.
* Removed not needed change.
* Apply suggestions from code review
Co-authored-by: Roman Kazantsev <roman.kazantsev@intel.com>
* Added ovc tool test, corrected imports.
* Added legacy TF config test.
* Removed not needed files.
---------
Co-authored-by: Ilya Lavrenov <ilya.lavrenov@intel.com>
Co-authored-by: Roman Kazantsev <roman.kazantsev@intel.com>
* [TF FE] Provide single tensor names for inputs and outputs in SavedModel
Signed-off-by: Kazantsev, Roman <roman.kazantsev@intel.com>
* Fix build issue
* Xfail some cases due to internal problems in TF
* Xfail other layer test
* Extend documentation for function to adjust tensor names
* Use old path of tf2 layer testing for legacy frontend
---------
Signed-off-by: Kazantsev, Roman <roman.kazantsev@intel.com>
* [MO] Remove use of mapping file and its generation
Signed-off-by: Kazantsev, Roman <roman.kazantsev@intel.com>
* Fix pylinter findings
* Remove usage of mapping file in the layer tests
* Fixing layer tests for legacy frontend
---------
Signed-off-by: Kazantsev, Roman <roman.kazantsev@intel.com>
* Adds base class and first test for tflite_layer tests
* adds layer tests for unary ops
* adds functionality to get tensors from ops
* 1. adds functionality to use custom funcs for input generation
2. removed UNIQUE op from testing ops
* adds functionality to use custom dtypes
* Cast operation support
* Enhanced tfl layer tests
* Trigger tfl layer tests in .ci
* Apply suggestions from code review
---------
Co-authored-by: Evgenya Stepyreva <evgenya.stepyreva@intel.com>
Co-authored-by: Evgenya Stepyreva <eva.my.link@gmail.com>
Co-authored-by: missjane <estepyreva@gmail.com>
* keras to tflite version of tests
* Update tests/layer_tests/common/tf2_layer_test_class.py
Co-authored-by: Evgenya Stepyreva <eva.my.link@gmail.com>
* moved out tf utility functions from modules with tf_layer_test classes to tf_utils module
* moved out tf utility functions from modules with tf_layer_test classes to tf_utils module and tflite_utils modules
Co-authored-by: Evgenya Stepyreva <eva.my.link@gmail.com>
* changed fw_eps for test_conv_5D_precommit tests
* fixed cases with changing fw_eps for test_conv_5D_precommit tests
Co-authored-by: Roman Kazantsev <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.
* [TF FE] Add translators for IsInf and IsNan and test it
Signed-off-by: Kazantsev, Roman <roman.kazantsev@intel.com>
* Add changes in tf_utils
* Apply code-review: add xfail and use of unary op
Signed-off-by: Kazantsev, Roman <roman.kazantsev@intel.com>
* [TF FE] Support Unique operation via transformation
Signed-off-by: Kazantsev, Roman <roman.kazantsev@intel.com>
* Fix other part: place header for UniqueReplacer and test name
* Remove redundant included headers in the transformation test
* Add one more case in the transformation test
* Implement the right way for mapping tensor names
* Apply code-review: rename out_idx, add check for 1D
* Fix unique_replacer test
* Fix typo in the test
Signed-off-by: Kazantsev, Roman <roman.kazantsev@intel.com>
* Add FunctionsComparator CmpValues ACCURACY to the test
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.
* Moved reminders to update OV and use API 2.0 to main().
* 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.
* Conflict fix.
* Conflict fix.
* Adding Tensorflow2 Keras tests to layer tests
* Fixed usage of use_new_frontend parameter in layer tests of
Tensorflow2 Keras
* Tests changed to use --use_old_api instead of --api_2 argument
* Added copyrights in files
* Added TF2-Keras Activation test to CI check
* refactor of renaming libraries in layer tests
* 1. adds check for old API and new FE usafe
2. refactor of api_2 arg
* fix for tf_NMS test preprocessing
* take libs path from LD_LIBRARY_PATH env
* convert str to Path object
* use wheels path to libs
* print lib paths
* print lib paths
* use ov_frontend_path env
* also check if file to rename exists
* removes redundant prints
* copy instead of rename
* 1. copy instead of rename
2. adds some details to readme
* tf_fe lib renaming to switch to new fe
* Apply suggestions from code review
* 1. implements renaming for win os
2. --api_2 key is equal to True by default
* --ir_version key is equal to '11' by default
* resolves merge conflicts
* check if file to rename exists
Co-authored-by: Evgenya Stepyreva <eva.my.link@gmail.com>
* Preserving of input/output indices for ONNX.
* Fixed checks.
* Fixed for case of multiple outputs of node before Result.
* Added test for multiple tensor names before Result.
* Multiple tensor names before Result fix.
* Added order alignment for user input/output.
* Extended for case of input names in Parameter tensor list.
* Fixed unit tests.
* Corrected help.
* Small correction.
* Code refactoring.
* Temporarily reverted refactor.
* Fixed wrong changes.
* Fixed wrong changes.
* Returned reverted refactoring.
* Removed inputs_list from serializing.
* Moved and merged mo/ and extensions/ into openvino/tools/mo
* edited imports
* edited docs to use mo script from entry_point
* edited MO transformations list loading and setup.py
* changed full path -> 'mo' entry point in docs (leftovers)
* corrected package_BOM
* updated resolving --transformation_config in cli_parser.py
* pkgutil-style __init__.py, added summarize_graph into entry points
* updated DOCs for the new --transformations_config
* fix select
* updated install instructions, fixed setup.py for windows and python_version < 3.8
* fixed typo in requirements.txt
* resolved conflicts
* removed creating custom __init__.py from setup.py
* corrected folder with caffe proto
* corrected loading user defined extensions
* fix openvino.tools.mo import in serialize.py
* corrected layer tests for new namespace
* fix in get_testdata.py
* moved model-optimizer into tools/
* renamed import in POT
* corrected mo.yml
* correct CMakeLists.txt for the newest tools/mo
* corrected find_ie_version.py
* docs and openvino-dev setup.py update for the newest tools/mo
* miscellaneous leftovers and fixes
* corrected CI files, pybind11_add_module in CMakeLists.txt and use of tools/mo path instead of tools/model_optimizer
* add_subdirectory pybind11 for tools/mo
* POT path fix
* updated setupvars.sh setupvars.bat
* Revert "updated setupvars.sh setupvars.bat"
This reverts commit c011142340.
* removed model-optimizer env variables from setupvars
* updated CMakeLists.txt to pack MO properly with tests component
* corrected left imports, corrected loading requirements for layer tests
* mo doc typo correction
* minor corrections in docs; removed summarize_graph from entry_points
* get_started_windows.md, MonoDepth_how_to.md corrections, mo path corrections
* Added transposes insertion for Parameter and Result.
* Separated into several transformations.
* Corrected runtime_info format.
* Fixed runtime info serialization.
* Code refactoring.
* Corrected checks.
* Added debug output.
* Added check.
* Fixed unit tests.
* Changed old api map format, removed debug output.
* Moved serialize to rt_info property, code corrections.
* Refactored RTInfo class.
* Small corrections.
* Small corrections.
* Removed redurant import.
* Added tests, added undefined default type.
* Code reformat.
* Fixed serialization unit tests.
* Added comment.
* Added comment.
* Small test correction.
* Changed default values of old_api_map to values from old API IR.
* np.array -> int64_array
* Update MO to use FE to read IR; Swith MO IR version to 11
* Preserve output node name when inserting Transpose
* Codestyle
* Fix layer tests
* Pylint fix
* Disable ref_graphs comparision in layer tests
* codestyle
* Updated MO IR reader.
* Moved version initialization to constructor of OldApiMap.
* Added shape infer after transpose insertion.
* Fixed Pylint
* Removed wrong attribute removal.
* Added transposes insertion for Parameter and Result.
* Separated into several transformations.
* Corrected runtime_info format.
* Fixed runtime info serialization.
* Code refactoring.
* Corrected checks.
* Added debug output.
* Added check.
* Fixed unit tests.
* Changed old api map format, removed debug output.
* Moved serialize to rt_info property, code corrections.
* Refactored RTInfo class.
* Small corrections.
* Small corrections.
* Removed redurant import.
* Added tests, added undefined default type.
* Code reformat.
* Fixed serialization unit tests.
* Added comment.
* Added comment.
* Small test correction.
* Changed default values of old_api_map to values from old API IR.
* np.array -> int64_array
* Update MO to use FE to read IR; Swith MO IR version to 11
* Preserve output node name when inserting Transpose
* Codestyle
* Fix layer tests
* Pylint fix
* Disable ref_graphs comparision in layer tests
* codestyle
* Updated MO IR reader.
* Moved version initialization to constructor of OldApiMap.
* Added shape infer after transpose insertion.
* Fixed Pylint
* Removed wrong attribute removal.
* Serialize fix.
Co-authored-by: Gleb Kazantaev <gleb.kazantaev@intel.com>
* gather-8 upgrade/downgrade transforms
* bump to opset8
* add Gather-8 to MO
* fix permutation for Gather
* added TF layer tests, ONNX layer tests for negative indices, and nG python api unit-tests for negative indices
* typo fix, disable downgrading transformation
* disable downgrade in clDNN, line width style fix
* all Gathers are converted to 7th version, transformations will be enabled/disabled while op will be added into plugins
* disabled Gather8LayerTest on GPU
* added common function for Op replacement
* concretized meaning of negative indices, fixed some typos
* applied review comments: left only meaningful layer tests
* removed op replacing functions from common utils
* returned back transformations without subroutines
* corrected style, added comments to common_optimizations.cpp
Roman Kazantsev