* Add BinaryConvolution unit tests.
* Changed types to u1.
* Add BIN precision handling in TestCase class.
* Refactored validate and infer types to enhance dynamic shape inference
* Add type_prop test to cover invalid op cases and dynamic shapes
* Fix style
* Disable check for float type of data batch input
* Add type_prop test for incompatible input channels in inputs
* Disable backend unit tests
* Fix style
* Add reference implementation
* Add backend tests
* Add single layer tests
* Add check for float element type of batch data input
* Refactor backend test cases to compare with regular convolution
* Add serialization tests
* Clean up
* Add 1D and 3D tests into op_eval
* Changes in reference implementation to improve readability
* Add ticket information for todo tasks
* Fix implementation misbehavior for filter channels
* Add backend unit tests to cover strides, dilations, padding, channels and batches
* Add end of line into files
* Change name of type_prop unit tests
* Simplified lambda to get spatial dimensions of filters
* Add comment to support filters input as Parameter
* Add namespace details for BinaryConvolution utility functions
* Address review comments
Co-authored-by: jdanieck <jozef.daniecki@intel.com>
* Added support for Gelu-6 to the MO
* Adding Gelu-6 to ngraph and python API + some tests
* Fixed typo in the Gelu approximation mode
* Fixed Gelu-6 reference implementation for Tanh mode
* Added transformation to downgrade v6::Gelu to v2::Gelu
* Added specification for the Gelu-6
* Code style fixes
* The Gelu-6 operation specification update
* Fixed compilation issue in reference implementation for Gelu
* Fix compilation issues for some OSs
* Code style fix
* One more cpplint issue fix
* Fixed Gelu6 reference implementation compilation on Windows.
* Code style fix
* Fixed various ngraph unit tests
* Code style check
* Reverted Gelu-2 to be fused op
* Fixed Gelu6 downgrade transformation
* Added unit test for Gelu6Downgrade transformation
* Update copyright year
* Updated copyright year
* Replaced tab characters with 4 spaces in IR reader tests
* Code style fixes
* Added default value for GeluApproximation mode for Gelu-6 op
* Fixed code style for Gelu-6
* Changed order of parameters for the Gelu evaluate to potentially avoid backward compatibility issues with ARM plugin
* Fixed code style
* Introduced opset7. Moved Gelu6 to opset7
* Fixed non-updated transformation
* Fixed opset version in ngraph Python API for Gelu operation
* Fixed typo in the opset number in the documentation
* Reverted some changes related to Gelu6
* Updated MO to produce Gelu7
* Updated unit tests for Gelu
* Updated Gelu7 specification
* Changed gelu reference implementation. Added opset7 to Python packages
* Updated Python API tests for Gelu operation
* Code style fix
* Marked get_approximation_mode function as const
* Added missing "const" qualifier
* Fixed code style issues in tests
* Added extractor for MxNet operation Gelu
* Spelling issues fix
* Updated MxNet supported symbols
* Added NGRAPH_OP_SCOPE for Gelu7 validate_and_infer_types
* Fixed a typo in the comment
* Add python api for CTCGreedyDecoder
* Fix code style
* Fix unit test
* Fix code style
* Fix unit tests
* Fix python tests
* Fix python tests
* Fix python tests
* Fix according to code review
* fix
* Fix api
* fix unit tests
* Fix unit test
* Fix python api
* Update ONNX models to 00d95ba9e5758fd0bc5e6978033fabc4f2a95e61
That version fixes yolov4 and roberta models
* remove yolov4 post processing
* remove model directory before unpacking
* Resolved problems with ssd_resnet34_1200
* removed debug code
* Added correct handling onnx nodes from parent graph scope
* removed unnecessary include
* fixed calcution index to replace
* fixed LoopParentParametersUsedInBody test
* added set_friendly_name
* apply Unsqueeze for each concatenated Loop output
* added handling trip count with value max_int
* merge from upstream/master
* update xfail list
* added checking is trip_count is constant
* Revice DetectionOutput reference implementation
Ticket: 37433
* fix test_create_op
* fix test_dyn_attributes
* apply code format
* fix crash on Windows when variance_encoded_in_target == 1
* add more checks for DetectionOutput inputs
* Fix single layer tests
* apply code format
* fix ssd_vgg16_300 inference with batch size > 1
* update types in docs
* fix crash on windows
* apply code style
* fix python tests
* fix setting output type
* change False to false and True to true in docs
* Allow prior boxes to have different type than box logits
Some models work that way
* simplify output shape calculation
* fixes to docs
* Add reference implementation for PSROIPooling operator
* fix test_roi_pooling
* use std::roundf
* remove unnecessary copies in single layer tets
* Fixes after review
* fixes after review
* use element::Type_t instead of element::
* apply code format
* add PSROIPooling to evaluates_map
* apply code format
* remove power op from layer creator
* remove prelu op from layer creator
* remove tile op from layer creator
* remove relu op from layer creator
* remove selu op from layer creator
* remove softmax op from layer creator
* remove tanh op from layer creator
* remove split op from layer creator
* remove reshape op from layer creator
* remove reverse sequence op from layer creator
* remove proposal op from layer creator
* remove priorbox op from layer creator
* remove roipooling op from layer creator
* remove priorboxclustered op from layer creator
* style fix
* utility function to parse bool-containing strings
* align priorbox scale_all_sizes parameter to specification
* change location of getBoolStrParamAsIntStr function
* align prelu creator to new constant op changes
* adjust priorbox tests to align with scale_all_sizes default value
* adjust priorbox python tests to align with scale_all_sizes default value
* align priorboxclustered attributes initlialization to specification
* fix checking wrong container's end iterator for opset name search
* improve comment on roipooling parameters
* Apply review suggestion 1
Co-authored-by: Ilya Churaev <ilyachur@gmail.com>
* Apply review suggestion 2
Co-authored-by: Ilya Churaev <ilyachur@gmail.com>
* align priorbox step initial value to specification
* align roipooling method attribute to specification
* remove roipooling specific creator
* align with review comments
Co-authored-by: Ilya Churaev <ilyachur@gmail.com>
* sequences to ti transformations, support for seq_lengths input, update reference implemetations, add new tests
* fix python api, update sequences to ti transformation
* fix sequences to ti transformation
* Update sequences to TI transformation: fix reverse sequence support
* update single layer tests, fix TI reference impl, fix Sequences to TI transformations
* ngraph code style
* fix build
* fix ngraph python api
* resolver review comments, refactoring
* Resolve review remarks
* delete xfail
* ONNX LSTM get dimension only if required
* Test dynamic onnx lstm model import
* Enable LSTM_Seq_lens_unpacked_model import test
* Disable model zoo execution test "MSFT_opset9_LSTM_Seq_lens_unpacked"
* Add missed comma in xfail list
* Update error messages
* init xfail issue
* test zoo models import xfail issue
* Fix SEQ_LENGTH init
* Comments update
* Fix usage of v0::Add by overloaded operator
* Loop op ngraph implementation, update IE IR Reader and ngraph to cnn converter
* refactoring SubGraphOp class
* type prop unit tests
* ngraph code style
* update comment
* single layer tests for Loop operation
* fix file name
* Add SpecialBodyPorts attribute in Loop op, update single layer tests
* first debug version
* more tests
* missing test file
* removed not needed shapes from test data
* move test data to new folder
* shape infer tests
* Added execution tests
* add several new tests cases, strict checks in Loop impl, temporary disable single layer tests
* ngraph codestyle, refactoring, clone_new_args test
* resolve review remarks
* fix build
* fix tests
* more execution tests
* add a new constructor of Loop op, resolve review remarks
* execution tests
* synchro with current version
* handle scalars and more tests
* scalar test enabled
* loop reference impl
* bug fixes in tests, onnx importer part and in the ref implementation of the Loop op
* applied remarks
* handle unsupported cases
* rewrite unit tests
* update INTERPRETER manifest
* is_termination_condition_always_true simplification
* [TEST] update python models tests
* review remarks
* added xfail to tiny_yolov3
* missing model test
* revert test data
* fixed numbers of failing tests
* fixed failed test description
* fix test message
* fix xfail test
* reference implementation for ngraph::function
* update loop reference implementation
* Refactor loop reference implementation
* ngraph codestyle
* Refactoring
* Submodule update
* Skip check for Reduce ops in mkl for scalar cases, support for yolov3
* fix ngraph reader tests
* revert ceiling op, renaming
* Add allias(Ceiling) for Ceil op in mkl
* delete xfails
* fix build
* single layer tests for tensor iterarator
* Refactor TensorIterator and Loop ref impls
* revert dynamic tensor creation, disable some dynamic test cases
* fix warning
* Resolve review remarks
* revert Predefined values in Loop tests
Co-authored-by: Mateusz Bencer <mateusz.bencer@intel.com>
* Some code style fixes.
* Started to write the method v5::NonMaxSuppression::evaluate().
* Started to write nGraph reference implementation of NMS-5.
* Some additions.
* Written preprocessing of boxes data.
* Started to write the function non_max_suppression() that calculates NonMaxSuppression-5 operation.
* Written postprocessing of the evaluate().
* Small fixes.
* Small fix.
* Added include for ngraph/shape.hpp.
* Written the function intersectionOverUnion.
* Some additions.
* Small fix.
* Continued to write the function non_max_suppression().
* Small fixes.
* Small fixes.
* Some changes.
* Some additions.
* Some replacements size_t by int64_t.
* Added casts to float in the construction of selected_score variable.
* Code style fixes.
* Written draft of NMS-5 nGraph reference implementation.
* Code style fixes.
* Started to write tests for void op::v5::NonMaxSuppression::validate_and_infer_types().
* Added tests for scalars/nonscalars.
* Fixes in the test type_prop.nms_v5_output_shape.
* Fixes in tests nms_v5_output_shape_2 and nms_v5_output_shape.
* Written tests for validate_and_infer_types() of NMS-5.
* Code style fixes.
* Now NMS-5 evaluate() can have outputs with calculated shapes.
* Small fixes.
* Corrected tests for NMS-5 validate_and_infer_type().
* Code style fixes.
* Started to write inner version of NMS-5 with static output shapes.
* Written draft of the inner operation NonMaxSuppressionIE3.
* Started to write conversion of op::v5::NonMaxSuppression into NonMaxSuppressionIE3.
* Small changes.
* Some additions.
* Small fixes.
* Fixed typo.
* Fixed typos.
* Written draft of the transformation ConvertNMS5ToLegacyMatcher that converts ngraph::opset5::NonMaxSuppression into op::NonMaxSuppressionIE3.
* Written header file for the transformations from NMS-1, NMS-3, NMS-4 to NMS-5.
* Started to write conversion of NMS-4 to NMS-5.
* Added include for ngraph/opsets/opset4.hpp.
* Started to write conversion of NMS-3 to NMS-5.
* Small fixes.
* Written draft of the conversion of NMS-3 into NMS-5.
* Fixed typo.
* Started to write conversion of NMS-1 to NMS-5.
* Written draft of the conversion NMS-1 to NMS-5.
* Started to write tests for the conversion nGraph NMS-5 to inner NMS.
* Started to write the test ConvertNMS5ToNMSIEStatic.
* Written tests for conversion of nGraph NMS-5 to inner NMSIE3.
* Started to write tests for conversion of previous NMS to nGraph NMS-5.
* Written tests for conversion of old nGraph NMS to NMS-5.
* Started to write tests for opset5::NonMaxSuppression::evaluate().
* Some additions.
* Small fix.
* Written tests for op::v5::NonMaxSuppression::evaluate().
* Used NGRAPH_RTTI_DECLARATION for NonMaxSuppressionIE3.
* Used NGRAPH_RTTI_DECLARATION for NMS-5.
* All static local constants and functions for NMS-5 were moved into non-named namespace.
* Some code style fixes.
* Moved some file.
* Small fix.
* Code style fix.
* Now NMS-5 supports all floating types in inputs 0 and 1.
* Moved some files.
* Fixed include directive in the file convert_nms_5_to_legacy.cpp with transformations NMS-1, 3, 4 -> NMS-5.
* Small changes.
* Deleted conversion NMS-3 -> legacy.
* Small changes.
* Fix in op::v5::NonMaxSuppression::evaluate: output shape [1] instead of [] in the output port 2.
* Code style fixes.
* Deleted conversion of NMS-4 into legacy NMS.
* Deleted redundant ifs.
* Added NMS-5 to Python API.
* Code style fix.
* Small change.
* Fixed element type for constants in the conversion of NMS-5 to NMSIE3.
* Deleted support of f64 in NMS-5.
* Added checks for input element types for inputs #0, #1, #3, #4, #5.
* Small change.
* Now get_floats throws an exception for unsupported types.
* Now nGraph NMS-5 supports 0D and 1D tensors in inputs #2, #3, #4, #5.
* Small fix in test_non_max_suppression.
* Deleted using namespace std
* Fixes in test_non_max_suppression().
* Small fixes.
* Added 'import PartialShape' in test_reduction.py.
* Deleted creating fake inputs in the ctor of op::v5::NonMaxSuppression.
* Deleted creating fake inputs in op::v5::NonMaxSuppression::clone_with_new_inputs.
* Corrections in int64_t op::v5::NonMaxSuppression::max_boxes_output_from_input() const.
* Corrected functions float op::v5::NonMaxSuppression::soft_nms_sigma_from_input() const, float op::v5::NonMaxSuppression::score_threshold_from_input() const, float op::v5::NonMaxSuppression::iou_threshold_from_input() const.
* Small fixes.
* Deleted commented code.
* Fixes in nms_v5_scalar_inputs_check.
* Some changes.
* Small fixes.
* Code style fixes.
* Small changes.
* Small changes.
* Small fix.
* Deleted commented code.
* Some refactoring in ConvertNMS4ToNMS5 ctor.
* Small fix.
* Common part of conversions NMS-1 -> NMS-5, NMS-3 -> NMS-5, NMS-4 -> NMS-5 was moved into the separate function.
* Now conversions NMS-1 -> NMS-5, NMS-3 -> NMS-5, NMS-4 -> NMS-5 support both 2 inputs, and 5 inputs.
* Now transformations NMS-1 -> NMS-5, NMS-3 -> NMS-5, NMS-4 -> NMS-5 are called from 'umbrella' transformation.
* Now the transformation ConvertNMS5ToLegacyMatcher supports NMS-5 with 2, 3, 4, 5, or 6 inputs.
* The transformation ConvertNMS5ToLegacyMatcher was rewritten using Reshape instead of Unsqueeze.
* Started to rewrite tests for the transformation ConvertNMS5ToLegacyMatcher.
* Some fixes.
* Small fixes.
* Corrected tests for the transformation NMS-5 -> NMSIE3.
* Small formatting fix.
* Now methods max_boxes_output_from_input(), iou_threshold_from_input(), score_threshold_from_input(), soft_nms_sigma_from_input() of op::v5::NunMaxSuppression are public.
* Started to move op::v5::NonMaxSuppression::evaluate() into ngraph/test/runtime/interpreter.
* Added NMS-5 to ngraph/test/runtime/interpreter/int_executable.
* Small fixes.
* Code style fixes.
* Written draft test nonmaxsuppression_center_point_box_format_backend in ngraph/test/backend.
* Small fix.
* Written draft tests of NonMaxSuppression in ngraph/test/runtime.
* Some changes.
* Small changes.
* Disabled IE_CPU tests for NMS-5.
* Deleted op_eval tests for NMS-5.
* Deleted evaluate() method of NMS-5.
* Now all nGraph functions in tests of the transformation NMS-5 -> NMSIE3 have one output.
* Now preprocessing and postprocessing of the calculation of NMS-5 in reference implementation.
* Code style fixes.
* Some fixes in tests for the transformation NMS-5 -> NMSIE3.
* Replaced precision i64 -> i32 for some constants in tests for the transformation NMS-5 -> NMSIE3.
* Written creating CNNLayer for NMS-5.
* Added creating CNNLayer for NonMaxSuppressionIE3.
* some changes.
* Now conversions NMS-1, NMS-3, NMS-4 -> NMS-5 and NMS-5 -> NMSIE3 generate NMS nodes with 5 inputs.
* Fixed ctor in MKLDNN NonMaxSuppressionImpl: validation of number of output edges.
* Added conversion of output_type for NMS-5.
* Fixes in the transformation NMS5 -> NMSIE3.
* Fixes in the conversion of NMS-5 to NMSIE3.
* Fixes in MKLDNN NMS ctor.
* Small fix.
* Fixed tests for the transformation NMS5 -> NMSIE3.
* Fixed tests for conversions NMS-1, NMS-3, NMS-4 -> NMS-5.
* Small fixes in MKLDNN NMS ctor.
* Rewritten create_layer() functions for NMS-5 and NMSIE3 as addSpecificCreator() functions.
* Disabled tests for IE IR reader for NMS-4.
* Deleted debug code.
* Added comment about disabling tests IE_CPU.nonmaxsuppression.
* Written IE IR Reader test for NMS-4.
* Deleted function float_from_constant_node.
* Small fixes.
* Deleted functions function_from_model and construct_weights.
* Small fix.
* Replaced push_back with emplace_back in the conversion of NMS-5 to legacy.
* Small changes.
* Some fixes.
* Refactored reference implementation of NMS-5.
* Moved structure NMSAttributes to unnamed namespace.
* Code style fixes.
* Small fix.
* Loop op ngraph implementation, update IE IR Reader and ngraph to cnn converter
* refactoring SubGraphOp class
* type prop unit tests
* ngraph code style
* update comment
* single layer tests for Loop operation
* fix file name
* Add SpecialBodyPorts attribute in Loop op, update single layer tests
* first debug version
* more tests
* missing test file
* removed not needed shapes from test data
* move test data to new folder
* shape infer tests
* Added execution tests
* add several new tests cases, strict checks in Loop impl, temporary disable single layer tests
* ngraph codestyle, refactoring, clone_new_args test
* resolve review remarks
* fix build
* fix tests
* more execution tests
* add a new constructor of Loop op, resolve review remarks
* execution tests
* synchro with current version
* handle scalars and more tests
* scalar test enabled
* loop reference impl
* bug fixes in tests, onnx importer part and in the ref implementation of the Loop op
* applied remarks
* handle unsupported cases
* rewrite unit tests
* update INTERPRETER manifest
* is_termination_condition_always_true simplification
* [TEST] update python models tests
* review remarks
* added xfail to tiny_yolov3
* missing model test
* revert test data
* fixed numbers of failing tests
* fixed failed test description
* fix test message
* fix xfail test
* zoo models tests clean-up
* missing comma
Co-authored-by: Ivan Tikhonov <ivan.tikhonov@intel.com>
* Add Round-5 operation
* Add ONNX Round to supported operation list
* Add ngraph implementation for Round operation
* Update MO part
* Create UnaryElementwise class, update Round Operation
* Fix mode attr in mxnet extractor
* Add tests for Round shape infer
* Update 'enable' attr
* Update MO IR Reader to support UnaryElementwise operations
* Minor test refactor
* Update ngraph Round operation
* Add reference implementation
* Add test for reference implementation
* Add test for shape infer
* Add test for IE IR Reader
* AddRound operation to python api
* Fix missed mode attr
* Update Round operation version
* Fix codestyle
* Add MxNet Round to supported layers list
* Fix error in reference
* Fix comments style
* Update CMake file
* Update Ngraph reference test
* Update IE IR Reader tests
* Return v0::Round operation
* Update shape infer tests
* Fix v0::Round reference
* Fix codestyle
* Enum instead of string
* Fix codestyle
* Add Mode attribute adapter
* Update Mode attr
* Fix reference for v0::Round
* Fix codestyle
* Fix mode attr
* Fix get() method
* Fix codestyle in python api
* Update test info
* Fix ngraph api part
* Ad round v5 to interpreter tests
* Fix codestyle is ie reader test
* Update ngraph python api __init__.py file
* Adde opser5 to dafault opsets in ie_ir reader
* Add parser for Round layer
* Remove redundant spaces
* Add round creator to appropriate list
* Remove redundant import
* Commit to bump infrastructure version
I'm sorry for this, but this commit will be squashed on merge to master anyway and it is needed for your PR to correctly pass the pipeline
* Fix import
* fix codestyle
* Fix ngraph api part
* Add shape infer tests in python api
* Add .upper() for mode attr
* Refactor MO shape infer test for Round op
* Update tests and add comments
* Revert "Commit to bump infrastructure version"
This reverts commit 56e6ae1e4c.
* remove parser for Round layer
* Update Ronund-5 evaluate test
* Resolve review comments
Co-authored-by: User <user@nnlvdp-achetver.inn.intel.com>
Co-authored-by: Andrey Babushkin <andrey.babushkin@intel.com>
Co-authored-by: Anton Chetverikov <anton.chetverikov@.intel.com>
* added unit test
* added python test
* using pword approach
* Added passing path to onnx reader
* support for wstring
* Added more tests
* Apply suggestions from code review
Co-authored-by: Michał Karzyński <4430709+postrational@users.noreply.github.com>
* fix build for Windows
* styles applied
* Fixed Windows tests
* styles applied
* fixed styles in tests
* review remarks
* cmake order
* Used target_compile_definitions instead of add_definitions
* Move ONNX_TEST_MODELS to other scope
Co-authored-by: Michał Karzyński <4430709+postrational@users.noreply.github.com>
Tomasz Dołbniak