Commit Graph

14 Commits

Author SHA1 Message Date
Gabriele Galiero Casay
c9b16a79f5 Reference Implementation for RegionYolo operator (#2474) 2020-10-15 22:30:12 +02:00
Katarzyna Mitrus
fadd16ce89 ReorgYolo reference implementation (#2384)
* Align ReorgYolo to the spec (vector strides -> int stride)

* ReorgYolo ref impl

* ReorgYolo evaluate method

* ReorgYolo tests

* Tests update

* Style apply

* Add some coments

* Code refactor

* Comment update

* Style apply

* Build fix, mark evaluate as override

* Revert "Align ReorgYolo to the spec (vector strides -> int stride)"

* Use int_executable instead of evaluate

* Use char* instead of templates

* Code refactor

* Comment update

* Code review comment

* Add constructor aligned with spec

* Update shape validation

* Update attributes tests

* Add type_prop tests

* Update backend tests

* Add single layer tests

* Update the spec

* Remove wrong transformation test
2020-10-15 13:42:21 +03:00
Ivan Tikhonov
61a7cdde23 Introduce opset5, include GRU/RNN/LSTM Sequences to opset5 (#2265)
* introduce new opset5, include GRU/RNN/LSTM Sequences to opset5

* resolve review remarks
2020-09-18 21:26:21 +03:00
Ivan Tikhonov
063c7ef6b9 GRU/RNN/LSTM sequence ops, reference implementations, single layer tests (#1594)
* gru/rnn sequences

* update gru/rnn sequences ops, add unit tests

* enable sequence transformations for cpu plugin

* ngraph codestyle

* update tensor iterator to rnn/gru/lstm sequence transformations, add unit tests

* ngraph codestyle

* add visitors for ngraph ie ops, fix a bug with incorrect axis, fix ngraph to ngraph ie conversion

* update GRUSequence/GRUSequenceIE according to plugin format

* fix ngraph ie implementations according to plugins restricrictions

* fix naming issue

* adapt unit tests to accordance to new changes

* strict checks, additional unit tests

* add descriptions for transformations, fix unit tests

* enable ti to sequnece and unroll transformations in plugins for testing

* disable tensor iterator ngraph reader tests

* delete unnecessary cmake file

* fix includes

* clean up, resolve review comments

* move ti to sequence transformation to ti folder

* validate_and_infer_types() implementation

* input parameter validation for LSTM, GRU and RNN

* style-check applied

* Add LSTMSequence dynamic shape validation and test props for RNNCell, GRUCell, LSTMCell and LSTMSequence.

* recurrent_sequence.hpp moved to ngraph/core/include/ngraph/op/util/

* style check applied

* removed unused variable from LSTMSequence::validate_and_infer_types

* Add missing newline mark at the end of file.

* Add supression macro for FusedOp deprecation.

* Add element type initialization

* transpose,rnn cell reference implementations

* Apply PR review remarks

* reference implementations for cells op, single layer tests, align lstm cell/sequence according to the spec

* lstm/gru/rnn cell decompostion transformations

* ngraph codestyle

* clean up

* ngraph code style

* change inheritance of Cells, fix build

* fix build

* fix build again

* remove Peepholes from LSTMSeq, fix copy_runtime_info in transformations

* Rewrite tests to use gtest exception assertions.

* resolve tests issues

* ngraph codestyle

* add missed files

* fix typeprop tests

* fix lstm sequence checks

* fix arm build

* fix arm again

* delete unnecessary file

* add convert weghts format function, enable lstm test, resolve review comments

* add ngraph builders

* ngraph codestyle

* fix unit tests

* revert transpose reference implementation

* move ti to sequences transformation to another branch, resolve review comments

* resolve review comments

* revert fix in ie_layer_validators

* revert LSTM Cell v0, add LSTMCell v1, update transformation lstm_cell_to_cell_ie

* v1 version of LSTMCell op

* LSTMSequence v1 operation, exclude LSTMSeq from opset4

* fix python api tests

* resolve review comments, tests for decomposition transformations, switch lstm cell to opset4 in mo

* references impl for RNN/GRU/LSTM Sequences, single layer tests, bidirectional transformation

* fix unit tests

* process dynamic ranks of rnn/gru/lstm ops

* remove sequences specifications from opset4

* resolve review comments

* fix validate_and_infer_types of GRU/RNN sequences

Co-authored-by: Szymon Durawa <szymon.durawa@intel.com>
2020-09-08 10:31:44 +03:00
Ivan Tikhonov
2f5a28d44f LSTMCell/Sequence v1, reference implementations and decompose transformations for LSTM/GRU/RNN Cells (#2000)
* validate_and_infer_types() implementation

* input parameter validation for LSTM, GRU and RNN

* style-check applied

* Add LSTMSequence dynamic shape validation and test props for RNNCell, GRUCell, LSTMCell and LSTMSequence.

* recurrent_sequence.hpp moved to ngraph/core/include/ngraph/op/util/

* style check applied

* removed unused variable from LSTMSequence::validate_and_infer_types

* Add missing newline mark at the end of file.

* Add supression macro for FusedOp deprecation.

* Add element type initialization

* transpose,rnn cell reference implementations

* Apply PR review remarks

* reference implementations for cells op, single layer tests, align lstm cell/sequence according to the spec

* lstm/gru/rnn cell decompostion transformations

* ngraph codestyle

* clean up

* ngraph code style

* change inheritance of Cells, fix build

* fix build

* fix build again

* remove Peepholes from LSTMSeq, fix copy_runtime_info in transformations

* Rewrite tests to use gtest exception assertions.

* resolve tests issues

* ngraph codestyle

* add missed files

* fix typeprop tests

* fix lstm sequence checks

* fix arm build

* fix arm again

* delete unnecessary file

* add convert weghts format function, enable lstm test, resolve review comments

* add ngraph builders

* ngraph codestyle

* fix unit tests

* revert transpose reference implementation

* revert LSTM Cell v0, add LSTMCell v1, update transformation lstm_cell_to_cell_ie

* v1 version of LSTMCell op

* LSTMSequence v1 operation, exclude LSTMSeq from opset4

* fix python api tests

* resolve review comments, tests for decomposition transformations, switch lstm cell to opset4 in mo

Co-authored-by: Szymon Durawa <szymon.durawa@intel.com>
2020-09-04 09:04:36 +03:00
Vladimir Gavrilov
7a74792ac4 Intepolate-4 nGraph operation (#1412)
* Fixed prototype of evaluate method.

* Rewritten Interpolate-4 ctors (added argument output_shape). Corrected tests.

* Fixed typo.

* Fixed number of args of make_shared in op::v4::Interpolate::clone_with_new_inputs.

* Fixes in Interpolate-4 tests.

* Now ONNX Upsample-1 is readed as Interpolate-4 with 4 inputs.

* Code style fixes.

* Some fixes in Interpolate-4 layer test.

* Now ONNX Upsample-9 is readed as Interpolate-4 with 4 inputs.

* Small fixes.

* Some changes.

* Fixed processing of 'scales' input in evaluation of Interpolate-4: now 'scales' contains scales only from 'axes'.

* Fixes in documentation.

* Now reference implementation of Interpolate-4 is rewritten for using 3 required inputs.

* Some code style fixes.

* Small fix.

* Started to write tests for method evaluate() of Interpolate-4.

* Continued to write tests for evaluate() of Interpolate-4.

* Some fixes.

* Some additions.

* Written draft of tests for 'cubic' mode with using scales.

* Some changes.

* Started to write tests for 'nearest' mode.

* Started to write tests for 'linear_onnx' mode.

* Some changes.

* Small fixes.

* Added setup of output type.

* Small addition.

* Added debug print into Interpolate-4 evaluate.

* Now in Interpolate-4 evaluation tests 3 inputs of Interpolate are Constants.

* Small changes.

* Added some debug print.

* Added more debug print.

* Some fixes.

* Now 4th argument of runtime::interpolate has type std::vector<int64_t>.

* Added checks for result of calculations.

* Added another expected values vector for the mode 'cubic'.

* Temporarily commented result value checks  for the cubic mode.

* Written tests for 'nearest' mode.

* Some reorganization.

* Written tests for 'linear_onnx' mode.

* Fixed padding loop.

* Fixed docs for 'linear_onnx' mode.

* Written tests for 'cubic' mode.

* Deleted debug print.

* Fixed code style.

* Enabled CPU layer tests for Interpolate-4.

* Reverted changes of this file.

* Now ONNX importer reads Resize-1 as Interpolate-4 with 4 inputs.

* Now ONNX importer reads Resize-11 as Interpolate-4 with 4 inputs.

* Small fixes.

* Fixed docs.

* Added small epsilon in the shape calculation in the function op::v4::Interpolate::infer_using_scales.

* Small fix.

* Reduced size of the template function eval().

* Now the 'nearest' mode is rewritten to CoordinateTransfom instead of NDim* classes

* Now the 'cubic' mode is rewritten to use CoordinateTransformation instead of NDim classes.

* Started to rewrite 'linear' mode using CoordinateTransform.

* Started to write helper class.

* Small fix.

* Small changes.

* Some fix.

* Fixed typo.

* Now the preamble of 'linear_onnx' mode implementation is a method of helper class.

* Now the function clip_coord is the method of helper class, and the mode 'linear' uses CoordinateTransform instead of NDim classes.

* Deleted NDim classes.

* Some fixes.

* Some refactoring.

* Some refactoring: now inner calculation of 'linear' is in helper class.

* Moved reference implementation of Interpolate-4 into library with reference implementations.

* Small fix.

* Deleted commented tests.

* Code stile fixes.

* Deleted redundant type prop tests for Interpolate-4.

* Documentation fixes.

* Disabled IE_CPU tests for ONNX Resize: Interpolate-4 is not implemented in plugins.

* Temporarily disabled some ONNX tests.

* Some refactoring: deleted redundant attributes of InterpolateEval class.

* Small fix.

* Added NGRAPH_RTTI_DECLARATION and NGRAPH_RTTI_DEFINITION.

* Added debug print to 'cubic' mode calculation.

* Some deletions.

* Small fix.

* Fixed typos.

* Added another debug print.

* Now indices_shape is constructed from std::vector<std::size_t>(num_of_axes, 4) again.

* Fixed CMakeLists.txt.

* Small fix.

* Added more debug print.

* Fixed typo.

* Fixed calculation of the first argument of helper.clip_coord in the inner loop of cubic_func.

* Some code style fixes.

* Alphabetically sorted operations of opset4.

* Deleted constant cannot_define_axes.

* Used std::iota instead of loop.

* Renamed structure InfoToCallReference.

* Now void op::v4::Interpolate::validate_and_infer_types() checks an element type of an input tensor.

* Code style fix.

* Changes in reading of ONNX Resize and Upsample: we generate Interpolate-4 without 'axes' input.

* Now bodies of functions evaluate_interpolate_v4() and inline bool evaluate() are moved in the method bool op::v4::Interpolate::evaluate.

* Fixes in example of the documentation of Interpolate-4.

* Fixed typos.

* Small fix.

* Some fixes.

* Deleted some type aliases.

* Uncommented a test for 'cubic' mode.

* Small code style fix in bool op::v4::Interpolate::evaluate.

* Uncommented more test for Interpolate-4 reference implementation.

* Added more debug print.

* Some changes.

* Uncommented all tests for Interpolate-4 evaluate().

* Deleted debug print.

* Deleted 'simple' mode from the map nearest_mode_map.

* Code style fixes.

* Disabled some CPU tests.

* Some fixes.

* Small fixes.

* Some fixes.

* Fixed typo.

* Fixed typo.

* Small change.

* Fixed some typos.

* Fixed some typos.

* Fix in operator() of the class GetOriginalCoordinate.

* Disabled some CPU tests.

* Small changes.

* Deleted template function from resize.cpp.

* Code style fixes.

* Refactored the method op::v4::Interpolate::evaluate.

* Added documentation for infer_using_scales() and infer_using_shapes().

* Added documentation for classes GetNearestPixel and GetOriginalCoordinate.

* Small fixes.

* Some code style fixes.

* Small fixes.

* Some changes.

* Added NGRAPH_SUPPRESS_DEPRECATED_START and NGRAPH_SUPPRESS_DEPRECATED_END for using v0::InterpolateAttrs; and using v0::Interpolate;

* Code style fix.

* Enabled ONNX import only tests for Resize-10, Upsample-8, Upsample-9.

* Fixed element type for scales_const. Fixed targetShapes and pads in single layer tests.

* Small changes.

* Added conversion from NGRAPH to CNNLayer.

* Added documentation for the class InterpolateEval.

* Now 'nearest' mode has special tests in cpu single layer tests.

* Small changes.

* Fixes in cpu single layer tests.

* Temporarily commented Interpolate-4 in ConvertFunctionToCNNNetworkTests.

* Added some docs.

* Enabled some tests for Resize-11.

* Added test.

* Corrected expected values in the resize_downsample_scales_align_corners case.

* Added more test for the 'cubic' mode.

* Added more test for linear_onnx mode.

* Deleted debug print for linear_onnx mode.

* Deleted debug prints. Added yet another test for 'nearest' mode.

* Fixes for import of ONNX Resize-10 and Upsamples.

* Applyed Evgeny Lazarev fix for Interpolate-4 infer function.

* Code style fixes.

* Some tests were deleted from unit_test.manifest file for INTERPRETER.

* Deleted test for downscale Resize-10: results of infer are correct, but comparison is not.

* Enabled test INTERPRETER.onnx_empty_initializers_handling.

* Some fixes.

* Added the method run_with_tolerance_as_fp() to the class TestCase and the method compare_results_with_tolerance_as_fp() to the class TestCaseEngine.

* Small fix.

* Small fix.

* Added yet another type_prop test.

* Disabled CPU test IE_CPU.onnx_empty_initializers_handling.

* Code style fixes.

* Enabled some ONNX tests.

* Some changes.

* Code style fix.

* Enabled test INTERPRETER.onnx_model_round.

* Disabled tests with behavior as behavior of INTERPRETER.onnx_resize11_scales_down_linear.

* Changed tolerance for test onnx_empty_initializers_handling.

* Changed tolerance in the test onnx_resize11_sizes_linear (otherwise this test is failed in MacOS). Disabled test INTERPRETER.onnx_resize11_sizes_nearest_asymmetric_floor, because this test failed in MacOS only.
2020-09-01 06:57:34 +03:00
Ewa Tusień
54b9b7ae6c Remove Structural Attributes from Proposal op. (#1853) 2020-08-20 12:31:43 +03:00
Pavel Esir
4302e2c120 add preliminary support of Proposal-4 in nGraph (#1448)
renamed logits -> bbox_deltas

updated ngraph unittests for Proposal

removed validate_and_infer_types Proposal-4

removed validate_and_infer_types Proposal-4

changed validate_and_infer_types in parent class of Proposal

removed get_output_size

successfully inferred Proposal on SSH and Faster-RCNN

added unittests for Proposal-4

added unittests for Proposal-4

added unittests for Proposal-4

returned back default namespace for Proposal

reduced number of outputs in v0::Proposal

correct conversion of Proposal-4 -> propodal_ie with 2 outputs

removed creator for proposal v0

removed converter for proposal v0

added Proposal-4 to MO

removed `for_deformable` attribute

added Proposal-4 to MO and nGraph Python API

removed typo in Proposal-4 specification

style corrections

style corrections and removed some redundant code

rename proposal Python api test

removed 'attrs' context from visitor

returned back AttrVisitor to check if passes OpenVINO ONNX pipeline

Should pass OpenVINO ONNX pipeline (returned back AttrVisitor just to check)

python api for Proposal-4 works ok

(style correction) python api for Proposal-4 works ok

parametrized proposal_ie some other corrections

removed 'attrs.' context from nGraph Python API tests for Proposal

minor corrections in replacer proposal->proposal_ie

corrected Python API OpenVINO-ONNX tests should pass

Improved workaround for AttributeVisitor for Proposal

Add additional check of im_info tensor shape to Proposal node in MKLDNNPlugin

😠 removed 4 extra spaces from test_dyn_attributes.py to match The Style

added new nGraph RTTI declarations, removed throwing exception in transformation

added new nGraph RTTI declarations, removed throwing exception in transformation, corrected exception in MKLDNNplugin

corrected im_info size checking in Proposal node of MKLDNNPlugin
2020-08-16 15:49:49 +03:00
Ilya Churaev
d8133824b3 Deprecate FusedOp class (#1758)
* Deprecate FusedOps

* Try to fix windows

* Added temp headers
2020-08-14 06:27:58 +03:00
Tomasz Dołbniak
f4acb0fc40 Windows build fix (#1225) 2020-07-06 14:30:49 +03:00
Adam Osewski
3a80f0476b [ONNX] GRU and RNN operators. (#607)
* Create generic RecurrentSequenceDirection enum.

* Helper class RecurrentSequenceOp.

* Add ONNX GRU & RNN operators.

* Use OutputVector.

* Update doc.

* Add UTs for GRU and skip them on IE_CPU

* Add UT for bidirectional mode and fix it.

* Normalize activation function name case.

* Add unit-tests for RNN operator.

* UT for GRU with linear_before_reset set to true.

* Fix ONNX GRU for linear_before_reset case.

* Remove unnecessary symbol export macro.

* Fix CentOS error.

* Update UTs.

- Update few tests accuracy tolerance
- Update rnn_fwd_activations with new reference values and model.

* Review comment: add check for static shape

* Add UT for RNN with constant inputs W, R.

* Skip UT with const W,R on IE_CPU
2020-06-03 12:01:56 +03:00
Katarzyna Mitrus
5f8f9ec108 [nGraph] Reorder nGraph LSTMSequence inputs and outputs dimensions (#560)
* Reorder nGraph LSTMSequence input/outpt dimensions

* Update nGraph pythonAPI for LSTMSequence

* Reorder axes in ONNX importer LSTM

* Tests update

* Fix clang warning

* Use opset3 namespace

* Style apply

* Tests update

* Use opset1  namespace

* Remove usage of  GetOutputElement in ONNX importer LSTM

* Remove opset0 header

* Use Node::output()
2020-05-29 14:29:18 +03:00
Alexey Suhov
deb008a26f publish master branch snapshot, revision 8d31237e2c3f673cbb0f0ba110fc10f5cce1d2bb 2020-05-22 02:23:12 +03:00
Alexey Suhov
f30dcc218c publish master branch snapshot, revision 9df5eb1f84e13a35720a918f88324561222ab114 2020-05-20 01:13:06 +03:00