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450 Commits

Author SHA1 Message Date
Andrei Kochin
663bf04208 Revert Bitwise ops in PyTorch FE (#20813) 
* revert bitwise op for PT FE

* revert coverity fixes
 2023-11-02 13:08:55 +00:00
Roman Kazantsev
38b6092120 [TF FE] Switch off TF1 While support totally (#20774) 
* [TF FE] Switch off TF1 While support totally

This is a total switch off due to GPU limitation

Signed-off-by: Kazantsev, Roman <roman.kazantsev@intel.com>

* Need additional fallback in Enter to avoid shapes problem

* Disable tests with While op

Signed-off-by: Kazantsev, Roman <roman.kazantsev@intel.com>

* Disable layer test for TF1 While

* Remove extra spaces

---------

Signed-off-by: Kazantsev, Roman <roman.kazantsev@intel.com>
 2023-10-31 12:46:36 +04:00
rsato10
53820c0cf2 [TF FE]Support Inv operation for TensorFlow models (#20720) 
* [TF FE]Support Inv operation for TensorFlow models

* added test tests/layer_tests/tensorflow_tests/test_tf_Inv.py and src/frontends/tensorflow_common/src/op/inv.cpp

* Update tests/layer_tests/tensorflow_tests/test_tf_Inv.py

* Update tests/layer_tests/tensorflow_tests/test_tf_Inv.py

* Update tests/layer_tests/tensorflow_tests/test_tf_Inv.py

---------

Co-authored-by: Roman Kazantsev <roman.kazantsev@intel.com>
 2023-10-31 11:39:16 +04:00
Roman Kazantsev
fc4fe07a0e [TF FE] Fix CTCLoss translator (#20775) 
* Fix CTCLoss translator

Signed-off-by: Kazantsev, Roman <roman.kazantsev@intel.com>

* Expend layer tests for CTCLoss

---------

Signed-off-by: Kazantsev, Roman <roman.kazantsev@intel.com>
 2023-10-31 08:51:18 +04:00
Mateusz Mikolajczyk
ce8ac6f478 [Opset13][TF FE] Enable tensorflow bitwise operators (#20340) 
* Add opset-13 bitwise ops

* Fix issue in BinaryOps test

---------

Co-authored-by: Katarzyna Mitrus <katarzyna.mitrus@intel.com>
 2023-10-30 23:18:28 +00:00
Roman Kazantsev
a4c47bf6ab [TF FE] Fix body graph injection, CumSum and SparseFillEmptyRows (#20680) 
* [TF FE] Fix body graph injection, CumSum and SparseFillEmptyRows

Signed-off-by: Kazantsev, Roman <roman.kazantsev@intel.com>

* Do not handle non-parameters in body

* Update layer test to cover default parameter and attribute values

* Fix layer tests

---------

Signed-off-by: Kazantsev, Roman <roman.kazantsev@intel.com>
 2023-10-30 18:40:09 +04:00
Mateusz Mikolajczyk
fdb22c8610 [Opset13][PT FE] Update torch bitwise operators (#20339) 
* Add opset-13 bitwise implementation

* Improvements in test

* Add transformation BitwiseOps->LogicalOps for bool

* Improve existing tests to better tests dtypes

* Disable transformatiions for supported bitwise ops

* Improvebitwise test inputs

* Update src/common/transformations/src/transformations/op_conversions/convert_bitwise_to_logical_bool.cpp

Co-authored-by: Katarzyna Mitrus <katarzyna.mitrus@intel.com>

* Update src/common/transformations/src/transformations/op_conversions/convert_bitwise_to_logical_bool.cpp

Co-authored-by: Katarzyna Mitrus <katarzyna.mitrus@intel.com>

* Update src/common/transformations/src/transformations/op_conversions/convert_bitwise_to_logical_bool.cpp

Co-authored-by: Katarzyna Mitrus <katarzyna.mitrus@intel.com>

* Update src/common/transformations/src/transformations/op_conversions/convert_bitwise_to_logical_bool.cpp

Co-authored-by: Katarzyna Mitrus <katarzyna.mitrus@intel.com>

* Update to REGISETR_PASS

---------

Co-authored-by: Katarzyna Mitrus <katarzyna.mitrus@intel.com>
 2023-10-30 13:11:14 +00:00
Maxim Vafin
7b9db3d81b [PT FE] Add torch.int16 dtype support (#20735) 
* Add torch.int16 dtype support

* Add test
 2023-10-30 10:12:55 +01:00
Ekaterina Aidova
53c9a0f3d4 update pytorch layer tests for torch 2.1 compatibility (#20264) 
* update pytorch layer tests for torch 2.1 compatibility
 2023-10-30 08:30:01 +04:00
Siddhant Chauhan
ae15f35f07 [PT FE] Add aten::is_nonzero (#20589) 
* Add is_nonzero operator and test

* fix

* Update is_nonzero.cpp

* Update is_nonzero.cpp

* requested changes

* Update is_nonzero.cpp

* Update is_nonzero.cpp

---------

Co-authored-by: Maxim Vafin <maxim.vafin@intel.com>
 2023-10-27 15:04:57 +04:00
Maxim Vafin
b06a0010ea [PT FE] Disable failing pytorch layer test (#20719) 
* [PT FE] Disable test

* Update tests/layer_tests/pytorch_tests/test_convnd.py
 2023-10-27 07:54:30 +04:00
Maxim Vafin
5b8433ffbe [PT FE] Fix issue with adding Result to mutated tensor (#20690) 
* [PT FE] Fix issue with adding Result to mutated tensor

* Add test
 2023-10-26 22:25:28 +02:00
Karan Jakhar
26632d1cd9 [PT FE] Add aten::__xor__ (#20662) 
* Add __xor__

* Add xor tests

* add more xfail tests

* Update src/frontends/pytorch/src/op_table.cpp

Co-authored-by: Maxim Vafin <maxim.vafin@intel.com>

* Update src/frontends/pytorch/src/op_table.cpp

Co-authored-by: Maxim Vafin <maxim.vafin@intel.com>

* fix code style

---------

Co-authored-by: Maxim Vafin <maxim.vafin@intel.com>
 2023-10-26 18:28:47 +04:00
Mikhail Ryzhov
4078bd9c19 [GHA] Speed up PyTorch Layer unit tests (#20613) 
* test

* fixed tests

* typo

* fixed tests

* rest of the tests

* fixed rsub test

* tmp fix

* Revert "tmp fix"

This reverts commit b8bf1e9492e13497895da488612c9a137ef840bc.

* fixed test params

* reset thirdparty/pugixml

* Revert "fixed rsub test"

This reverts commit 9b6be34b8666936e8124b6622fcc5185b640de92.

* fixed typo

* fixed test data

* reset test_rsub

* removed unused param

* reverrted runner

* simplified call

* fixed random

* changed logical to auto mode

* Revert "fixed random"

This reverts commit 8a4f20b24641144f823a7e1f1ff92038634acf32.

* fixed test_all

* replaced random_sample with randn

* fixed rebase issue

* reverted logical splitting

* Update tests/layer_tests/pytorch_tests/test_repeat_interleave.py

Co-authored-by: Maxim Vafin <maxim.vafin@intel.com>

* Update tests/layer_tests/pytorch_tests/test_all.py

Co-authored-by: Maxim Vafin <maxim.vafin@intel.com>

* Apply suggestions from code review

Co-authored-by: Maxim Vafin <maxim.vafin@intel.com>

* fixed merge conflict

---------

Co-authored-by: Maxim Vafin <maxim.vafin@intel.com>
 2023-10-26 13:10:51 +04:00
Siddhant Chauhan
bc463e886b [PT FE] Add aten::log10 (#20621) 
* Add log10 operator and test

* fix

* Update test_log.py

---------

Co-authored-by: Maxim Vafin <maxim.vafin@intel.com>
 2023-10-25 14:14:22 +04:00
Maxim Vafin
8d0381b0fe [PT FE] Implement custom op for types alignment (#20431) 
* [PT FE] Implement custom op for types alignment

* Fix code style

* Fix inplace ops

* Fix layer tests

* Remove no longer needed change

* Fix ovc tests

* Fix fe tests
 2023-10-23 22:54:08 +02:00
Roman Kazantsev
009ef5657c [TF FE] Provide full support of TF1 Control flow and TensorArray* ops (#20270) 
* [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>
 2023-10-23 22:50:26 +02:00
Andrey Kashchikhin
b67cff7cd5 [CI] [GHA] Introduce macOS ARM64 as a matrix parameter in the macOS pipeline (#20363) 
* add m1 mac pipelines as a matrix parameter

* Update mac.yml

disable java_api because of macos arm64 - Java is not available on macOS arm64 runners

* Update mac.yml

added always condition for all tests

* Update mac.yml

* Update mac.yml

* Update mac.yml

* Update setup.py

temp commit

* Update tools/openvino_dev/setup.py

* use matrix for var

* add mxnet to extras only for x86_64

* skip failing tests

* use xfail for Python tests; add missing filter for transformations tests

* skip CPU func tests on x86_64 mac; skip some tests from CPU func tests on arm mac

* Update mac.yml

* skip tests on mac arm

* skip tests on darwin; apply review

* add more skips for python and c++ tests

* skip tf tests

* skip more tf tests; skip more Python UT stages

* rm alwayses, rm triggers, add nightly trigger

---------

Co-authored-by: Ilya Lavrenov <ilya.lavrenov@intel.com>
 2023-10-23 15:06:22 +04:00
Mateusz Mikolajczyk
891f79ac84 [PT FE] Add aten::as_strided (#19482) 
* Add aten::as_strided

* rm commented code

* Update src/frontends/pytorch/src/op/as_strided.cpp

Co-authored-by: Maxim Vafin <maxim.vafin@intel.com>

* Update src/frontends/pytorch/src/op/as_strided.cpp

Co-authored-by: Maxim Vafin <maxim.vafin@intel.com>

* Fix CI error

* Fix CI issues

* mark_node for remaining constants

* Add test reproducing issue

* Use strides from torchscript

* Add led model to test suite

* Add sugested changes

---------

Co-authored-by: Maxim Vafin <maxim.vafin@intel.com>
 2023-10-20 14:24:10 +04:00
rsato10
9edbcb1d4d [TF FE] Support ToBool operation (#20511) 
* [TF FE][TF Hub] Support ToBool operations

* [TF FE][TF Hub] Support ToBool operations

* fixing select operation Support ToBool operations for TF Hub models

* added false and true const for tobool operations

* added reduction axes

* Apply suggestions from code review

* Update tests/layer_tests/tensorflow_tests/test_tf_ToBool.py

* Update tests/layer_tests/tensorflow_tests/test_tf_ToBool.py

* Update tests/layer_tests/tensorflow_tests/test_tf_ToBool.py

* Update src/frontends/tensorflow_common/src/op/tobool.cpp

* added second zero constant

* added correct types  src\frontends\tensorflow_common\src\op\tobool.cpp

* added includes src\frontends\tensorflow_common\src\op\tobool.cpp

* Update src/frontends/tensorflow_common/src/op/tobool.cpp

* remove select and not_equal src/frontends/tensorflow_common/src/op/tobool.cpp

* Apply suggestions from code review

* Update src/frontends/tensorflow_common/src/op/tobool.cpp

* Apply suggestions from code review

* Update src/frontends/tensorflow_common/src/op/tobool.cpp

---------

Co-authored-by: Roman Kazantsev <roman.kazantsev@intel.com>
 2023-10-20 14:22:30 +04:00
Siddhant Chauhan
ec2ae003aa [TF FE][TF Hub] Support TruncateDiv operation (#20615) 
* [TF FE][TF Hub] Support TruncateDiv operation

* [TF FE][TF Hub] Support TruncateDiv operation

* Update src/frontends/tensorflow_common/src/op/truncate_div.cpp

---------

Co-authored-by: Roman Kazantsev <roman.kazantsev@intel.com>
 2023-10-20 01:58:58 +04:00
Siddhant Chauhan
070678fc19 [TF FE][TF Hub] Support TruncateMod operation (#20468) 
* [TF FE][TF Hub] Support TruncateMod operation

* Update truncate_mod.cpp

* fix
 2023-10-19 22:40:38 +04:00
Mustafa Cavus
3d5fe8d446 Llm and sd additional ops (#20435) 
* TorchFX: New ops added (baddbbmm, leaky_relu_)

* TorchFX: Initial scaled_dot_product_flash_attention

* Code Formatting: scaled_fot_product_attention translation

* TorchFX unit test enabled for SDPA

* Typo fix in comment line

Co-authored-by: Maxim Vafin <maxim.vafin@intel.com>

---------

Co-authored-by: Maxim Vafin <maxim.vafin@intel.com>
 2023-10-19 21:21:28 +04:00
Ekaterina Aidova
222fbb1aec [PT FE]: support aten::fill_diagonal_, aten::fill (#20395) 
* [PT FE]: support aten::fill_diagonal_, aten::fill

* remove xfail

* Update src/frontends/pytorch/src/op/full.cpp

Co-authored-by: Maxim Vafin <maxim.vafin@intel.com>

* Update tests/model_hub_tests/torch_tests/test_hf_transformers.py

---------

Co-authored-by: Maxim Vafin <maxim.vafin@intel.com>
 2023-10-18 10:58:54 +02:00
Siddhant Chauhan
a30e25c725 [TF FE][TF Hub] Support BatchMatMulV3 operation (#20528) 
* [TF FE][TF Hub] Support BatchMatMulV3 operation

* Update src/frontends/tensorflow_common/src/op/matmul.cpp

* Update src/frontends/tensorflow_common/src/op/matmul.cpp

---------

Co-authored-by: Roman Kazantsev <roman.kazantsev@intel.com>
 2023-10-18 09:49:33 +04:00
Siddhant Chauhan
07a29f80b4 [TF FE][TF Hub] Support Xlog1py operation (#20500) 
* [TF FE][TF Hub] Support Xlog1py operation

* Update test_tf_Xlog1py.py
 2023-10-17 11:36:13 +04:00
Siddhant Chauhan
a5b5623ece [TF FE][TF Hub] Support Xlogy operation (#20467) 
* [TF FE][TF Hub] Support Xlogy operation

* fix

* fix

* fix

* fix

* Update tests/layer_tests/tensorflow_tests/test_tf_Xlogy.py

* Update tests/layer_tests/tensorflow_tests/test_tf_Xlogy.py

---------

Co-authored-by: Roman Kazantsev <roman.kazantsev@intel.com>
 2023-10-16 15:52:30 +04:00
Andrey Kashchikhin
2e33019e68 [CI] [GHA] Align pipelines (#20388) 
* add ONNX layer tests

* add parallelism for pytest; add missing stages to win; align execution steps

* add missng shell option

* add missing dep, update marker

* align stages and execution commands; rm parallelization

* enable trigger

* add missing export; rm not-applicable stage from mac and win pipeline

* add missing requirement, rm not-applicable stage

* add missing test parameters

* try to pi onnxruntime version; skip mxnet on mac; correct vars in win

* rm constraint

* skip on win

* use xfail

* remove always(), rm trigger for mac

* return push trigger for mac
 2023-10-13 23:48:15 +04:00
Ekaterina Aidova
9bedafb560 [PT FE]: support aten::erf and aten::adaptive_avg_pool1d (#20350) 
* [PT FE]: support aten::erf and aten::adaptive_avg_pool1d

* align adaptive avg pools for different sizes

* refactor adaptive max pool
 2023-10-11 17:33:32 +04:00
Roman Kazantsev
0bb6450398 [TF FE] Support TF 2.14 and add OnesLike translator (#20385) 
* [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>
 2023-10-11 15:24:32 +04:00
Ilya Lavrenov
35308ce34d Use np.float32 instead of np.float (#20377) 2023-10-11 03:29:56 +04:00
Ilya Lavrenov
b3ead62631 Fixed numpy deprecation error (#20375) 2023-10-11 00:38:23 +04:00
Ekaterina Aidova
0dcde7f7bc [PT FE]: support aten::pixel_unshuffle (#20325) 2023-10-10 15:18:35 +04:00
Ekaterina Aidova
a5b6606132 [PT FE]: support aten::amax, aten::amin, aten::clip, aten::clamp_ (#20338) 2023-10-10 11:05:10 +00:00
Andrey Kashchikhin
1454e77bbf [CI] [GHA] Introduce GHA macOS Pipeline (#20212) 
* start transferring

* start with samples

* start with initial two stages

* change name

* skip pytorch tests; rm unused comments

* rm setupvars sourcing; make test steps similar to those in linux pipeline

* add missing options and setupvars sourcing

* add skips for mac

* install wheels directly

* add deployment target

* add skips for pytorch layer tests; experiment with samples

* do not exclude files for archives; set rpath

* apply comments; rm unnecessary stages

* Update mac.yml

fixed MO Python API tests

* Update .github/workflows/mac.yml

* Update openvino.cmake

add LC_RPATH to libopenvino.dylib

* Update src/cmake/openvino.cmake

* Update CMakeLists.txt

reverted changes in samples build

* Update openvino.cmake

removed rpath changes

* add setupvars

* disable pr trigger

---------

Co-authored-by: Ilya Lavrenov <ilya.lavrenov@intel.com>
 2023-10-10 14:43:09 +04:00
Ekaterina Aidova
67a62186ee support aten::channel_shuffle (#20240) 
* support aten::channel_shuffle

* remove getting rank
 2023-10-10 08:16:26 +02:00
Maxim Vafin
feaf05cc5f [PT FE] Support aten::max_poolnd_with_indices (#20322) 2023-10-10 08:00:02 +02:00
Ekaterina Aidova
bb2c2fab6c [PT FE]: support aten::log1p, fixes for where and linalg_norm (#20167) 
* [PT FE]: support aten::log1p, fixes for where and linalg_norm

* clarify norm behaviour
 2023-10-06 08:26:12 +00:00
Maxim Vafin
35e72251e9 [PT FE] Add support for aten::numpy_T and aten::feature_dropout (#20136) 
* Add support for aten::numpy_t and aten::feature_dropout

* Update tests/layer_tests/pytorch_tests/test_transpose.py

Co-authored-by: Ekaterina Aidova <ekaterina.aidova@intel.com>

---------

Co-authored-by: Ekaterina Aidova <ekaterina.aidova@intel.com>
 2023-10-03 09:52:29 +00:00
Roman Kazantsev
b409ea1930 [TF FE] Support TF1 While Control flow (#20105) 
* [TF FE] Support TF1 While Control flow

Signed-off-by: Kazantsev, Roman <roman.kazantsev@intel.com>

* Apply code-style fix

* Update API for OpPlace to store back edge

* Fix build: no rvalue by reference passing

* Fix build issue: correct type

* Fix TF FE unit-tests

* Apply code-review feedback: remove unused vars

* Fix fusing complicated case of TF1 While

* Remove unused variable

* Update MO unit test

* Fix layer tests for While

* Handle Switch and NextIteration nodes connected directly

Signed-off-by: Kazantsev, Roman <roman.kazantsev@intel.com>

---------

Signed-off-by: Kazantsev, Roman <roman.kazantsev@intel.com>
 2023-10-02 09:56:10 +04:00
Maxim Vafin
f38b5f4f06 [PT FE] Support moving TupleConstruct inside If body (#20081) 
* Support moving TupleConstruct inside If body

* Fix win build

---------

Co-authored-by: Alina Kladieva <alina.kladieva@intel.com>
 2023-09-28 23:11:09 +02:00
Maxim Vafin
84d98d8bf7 [PT FE] Add support for aten::pixel_shuffle (#20124) 
* [PT FE] Add support for aten::pixel_shuffle

* Add comments

* Update src/frontends/pytorch/src/op/pixel_shuffle.cpp
 2023-09-28 19:09:54 +02:00
Maxim Vafin
fea6db1a5f [PT FE] Fix issue when cat input is folded to tensor (#20090) 
* [PT FE] Fix issue when cat input is folded to tensor

* CHeck real first input

* Update src/frontends/pytorch/src/op/cat.cpp
 2023-09-28 10:52:09 +02:00
Anastasiia Pnevskaia
2bbfe7b44d Added support of shapes and types from original FW in ov.convert_model() (#20009) 
* Added support of shapes and types from paddle, torch and tf.

* Removed changes from requirements.

* Corrected test.

* Moved helper methods to utils.

* Separated tests by frameworks.

* Removed changes from complex_params test.
 2023-09-26 17:41:01 +04:00
Ekaterina Aidova
c76475288b [PT FE]: support aten::scatter_reduce and extend aten::scatter (#19980) 
* [PT FE]: support aten::scatter_reduce and extend aten::scatter out arg support

* create mapping inside function
 2023-09-22 15:05:33 +04:00
Pavel Esir
9271b79540 [OVC] do not parse inputs for py_api (#19742) 
* [OVC] do not parse inputs

* fix unit-tests

* remove redundant lines, add test case

* add one more unit-test

* skip None values

* replace str with List in test_mo_import_from_memory

* corrected type hints, added a safety assert
 2023-09-22 15:05:21 +04:00
Ekaterina Aidova
26d18c924b [PT FE]: support aten::broadcast_tensors (#19994) 
* broadcast tensors

* [PT FE]: support aten::broadcast_tensors

* apply review comments

* remove add
 2023-09-22 13:54:44 +04:00
Ekaterina Aidova
8d59fcd34f [PT FE]: extend logical operations support (#19981) 
* [PT FE]: extend logical operations support

* tests

* more tests
 2023-09-22 10:11:36 +04:00
Ekaterina Aidova
fde054e4a6 [PT FE]: support aten::minimum aten::maximum (#19996) 2023-09-22 09:30:57 +04:00
Maxim Vafin
058b45e608 [PT FE] Fix aten::repeat regression (#19991) 
* Revert "[PT FE] Simplify repeat operation (#19926)"

This reverts commit f926e0e392.

* Fix aten::repeats regression

* Simplify

* Update src/frontends/pytorch/src/op_table.cpp

* Add impacted model
 2023-09-21 23:58:09 +02:00