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530 Commits

Author SHA1 Message Date
Ekaterina Aidova
6389f423bf [PT FE]: implement scaled dot product attention (#17178) 
* [PT FE]: implement scaled dot product attention

* Apply suggestions from code review

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

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

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

---------

Co-authored-by: Maxim Vafin <maxim.vafin@intel.com>
 2023-04-26 12:51:02 +04:00
Mateusz Tabaka
dfaa4e7bd6 Add ConvertSubtractWithConstant to MOCTransformations (#17058) 
* Add ConvertSubtractWithConstant to MOCTransformations

Ticket: CVS-62419

* fix test_mo_import_from_memory tests

* move test file

---------

Co-authored-by: Michal Lukaszewski <michal.lukaszewski@intel.com>
 2023-04-26 11:37:42 +04:00
Ekaterina Aidova
39ed9a624f [PT FE]: extend batch norm to support training mode (#17040) 2023-04-25 11:27:00 +02:00
Katarzyna Mitrus
0617ce9089 Set ONNX opset in Reduce ops layer tests (#17170) 2023-04-25 10:38:56 +02:00
Anastasiia Pnevskaia
00847cba7d Fix of tf.GenericFunction conversion in convert_model() (#17125) 
* Added GenericFunction support, fixed tf.Function test.

* Added test, added TF version checks.

* Small correction

* Removed Trackable type support.

* Small correction.
 2023-04-24 22:57:56 +00:00
Piotr Krzemiński
22a81e0e58 [PT FE] Enable stable tests for sort & argsort (#16415) 
* [PT FE] Enable stable tests for sort & argsort

* Update test_argsort.py

* [PT FE] Update to opset11

* [PT FE] Remove redundant argument from argsort test

---------

Co-authored-by: Michal Lukaszewski <michal.lukaszewski@intel.com>
 2023-04-25 01:21:16 +04:00
Mateusz Mikolajczyk
8e5b0650a0 [PT FE] Fix for prim::Constant optional or containing list of tensors (#16754) 
* Fix Constant list of tensor

* Write TorchScript transformation

* Handle Optional Tensor Constants

* Improve tests

* Add comments

* Try fix flake
 2023-04-24 22:56:42 +02:00
Anastasiia Pnevskaia
5026aa044a Removed naming of inputs in MO Python API PyTorch tests. (#17070) 
* Removed naming of inputs in MO Python API PyTorch tests.

* Fixed coping of data.

* Small correction.

* Small correction.

* Small fix.
 2023-04-20 11:49:45 +04:00
Roman Kazantsev
e93c8e1b1c [TF FE] Skip one Keras ConvLSTM2D test (#17028) 
* [TF FE] Mark one Keras ConvLSTM2D test with xfail

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

* Change to skip

---------

Signed-off-by: Kazantsev, Roman <roman.kazantsev@intel.com>
 2023-04-18 22:28:30 +04:00
Roman Kazantsev
ae06322cb7 [TF FE] Correct layer test for ConvLSTM2D and add to the pre-commit (#16996) 2023-04-17 17:54:19 +00:00
Anastasiia Pnevskaia
dc2fa65224 Support of unnamed saved_model_dir in MO Python API (#16542) 
* Added support of unnamed saved_model_dir.

* Switch TF2 layer tests for unnamed saved_model_dir.

* Added test.

* Correction of comment.

* Removed unnecessary pytest mark.

* Code correction, added comment.
 2023-04-17 17:20:27 +04:00
Przemyslaw Wysocki
d72d833a96 [PyOV] Enable Python 3.11 (#15144) 
* Bump ONNX version

* Bump protobuf

* Add xfails and skips

* Add tickets

* Skip ONNX Serialization tests

* Compile ONNX with C++17

* Force cpp17 - 2

* Use MSVC check

* Relax python reqs, enable 311 in azure

* Fix setupvars error

* Ignore watchdog error

* Update tensorflow

* Minor change

* Bump onnx to 1.13.1

* Bump protobuf to 3.20.3

* Debug test tf

* Xfail tests in comp

* Update comp tests

* Update tf reqs

* Remove deprecated ONNX function

* Align PDPD FE protobuf req with 2.4.1

* Satisfy dependency review

* Attempt to fix dependency review

* Revert pdpd protobuf

* Skip pdpd tests

* Fix MO-TF-PB test

* Skip TF test case

* Enable py311 on rest of jobs

* Try disabling pdpd req

* Exclude pdpd form cmake

* Update .ci/azure/linux.yml

Fixed unmerged merge-conflict

* CR

* Fix reqs

* Skip pdpd tests

* Disable pdpd tests building in cmake

* Skip another pdpd cmake

* Add file

* Add paddle constraint to tests

* Disable paddle reqs

* Debug prints

* Skip TF test if Python ver is 3.11

* Apply Mish cr comments

* Debug

* Debug

* Constrain tensorflow_addons

* Fix pdpd skipping

* Add debug prints

* Update skips

* Remove prints

* Minor change

* Update OMZ commit

* Fix some tests

* Minor change

* Disable pdpd at all

* Disable pdpd at all

---------

Co-authored-by: Ilya Lavrenov <ilya.lavrenov@intel.com>
 2023-04-17 13:30:17 +04:00
Roman Kazantsev
18da874c57 [MO] Remove use of mapping file and its generation (#16944) 
* [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>
 2023-04-15 10:38:33 +00:00
Anastasiia Pnevskaia
24c9d95779 Support of unnamed input for MO Python API. (#16373) 
* Support of unnamed input for MO Python API.

* Code correction, tests fix.

* Small fix.

* Added tests for unnamed input, code fixes.

* Small code correction.

* Removed code comment.

* Added tests, fixed bugs.

* Minor corrections, added comments.

* Code refactoring.

* Added defaults for InputCutInfo.

* Fixed error.

* Small fixes.

* Removed wrong change.

* Fixed error.

* Corrected input description.
 2023-04-14 19:37:46 +04:00
Pavel Esir
68f46ff9a1 [MO] compress_to_fp16=False by default (#16854) 
* compress_to_fp16=False by default

* Apply suggestions from code review

Co-authored-by: Karol Blaszczak <karol.blaszczak@intel.com>

* note abound RAM consumption for FP16 compressed models

* detailed notion about RAM usage

* update 'get_compression_message()'

* corrected get_compression_message: remove infor about RAM

* fix pytorch convert layer tests

---------

Co-authored-by: Karol Blaszczak <karol.blaszczak@intel.com>
 2023-04-14 01:16:41 +00:00
Maxim Vafin
25015f9790 [PT FE] Support prim::DictConstruct on the output (#16894) 
* Support dict on the output

* Preserve output order
 2023-04-13 16:42:17 +00:00
Przemyslaw Wysocki
69d6ef33fc [PyOV] Align and bump numpy, further tidy up requirements (#16652) 
* Align numpy

* Simplify the rest

* Minor change

* Minor change

* Restart CI

* Update paddle reqs
 2023-04-12 13:14:38 +04:00
Ekaterina Aidova
ca2265395d [PT FE]: fix aten::mean behaviour for provided dtype (#16790) 2023-04-11 14:29:29 +04:00
Ekaterina Aidova
d41663694c [PT FE]: aten::gather (#16784) 
* [PT FE]: aten::gather

* add detach and sign
 2023-04-11 14:28:05 +04:00
Ekaterina Aidova
d407bc1b3b [PT FE] fix invalid reshape shape after aten::index (#16821) 
* [PT FE] fix invalid reshape shape after aten::index

* support aten::index_select
 2023-04-11 12:41:59 +03:00
Roman Kazantsev
f36ee94b4b [TF FE] Correct SpaceToBatch layer test (#16823) 
Signed-off-by: Kazantsev, Roman <roman.kazantsev@intel.com>
 2023-04-10 14:41:02 +04:00
Anastasiia Pnevskaia
4098434233 Parameter list and descriptions for mo.convert_model() method in docstring (#16459) 
* Added convert_model() params docs.

* Added auto-generating of most cli params.

* Added auto-generating of cli params.

* Small correction.

* Removed wrong change.

* Corrected default values.

* Fixed errors, added tests.

* Small correction.

* Corrected params descriptions, moved cli specific params to separate file.

* Moved params specifics to utils/help.py.
 2023-04-05 14:48:13 +04:00
Ekaterina Aidova
837f5a7d53 [PT FE]: fix aten::index inconsistent reshape (#16741) 
* [PT FE]:  fix aten::index inconsistent reshape

* add index name, return false

* Update src/frontends/pytorch/src/transforms/aten_index_replacer.cpp
 2023-04-05 10:44:25 +02:00
Bogdan Pereanu
73ab0dd065 Fixing run_timest python script for input and output precision (#16661) 
* Fixing run_timest python script for input and output precision

* Update code according to the PR review

* Update run_timetest according to the last review

* Add input_precision and output_precision to test_timetest as well

* Set input/output precision per model
 2023-04-05 12:16:27 +04:00
Roman Kazantsev
c034975183 [TF FE] Fix layer tests for BatchToSpace and add to the pre-commit (#16722) 
* [TF FE] Fix layer tests for BatchToSpace and add to the pre-commit

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

* Specify type for batch_shape

---------

Signed-off-by: Kazantsev, Roman <roman.kazantsev@intel.com>
 2023-04-04 18:46:12 +04:00
Mateusz Bencer
d4b394c1b6 Skip Reduce* ops layer tests due to ORT error (#16730) 
* skip reduce mean

* skip other reduce ops
 2023-04-04 14:50:34 +02:00
Roman Kazantsev
f4fca2d578 [TF FE] Activate TopK layer test with the second output in the pre-commit (#16691) 
* [TF FE] Test the second output for TopK operation

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

* Switch off no sorted case

---------

Signed-off-by: Kazantsev, Roman <roman.kazantsev@intel.com>
 2023-04-03 11:38:27 +04:00
Roman Kazantsev
9a5a8f6abc [TF FE] Move to TopK-11 operation and update downgrading TopK transformation (#16590) 
* [TF FE] Move to TopK-11 operation

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

* Update downgrading transformation

---------

Signed-off-by: Kazantsev, Roman <roman.kazantsev@intel.com>
 2023-03-31 17:44:58 +02:00
dependabot[bot]
c33a3f87f0 Bump attrs from 22.1.0 to 22.2.0 in /tests (#16676) 
Bumps [attrs](https://github.com/python-attrs/attrs) from 22.1.0 to 22.2.0.
- [Release notes](https://github.com/python-attrs/attrs/releases)
- [Changelog](https://github.com/python-attrs/attrs/blob/main/CHANGELOG.md)
- [Commits](https://github.com/python-attrs/attrs/compare/22.1.0...22.2.0)

---
updated-dependencies:
- dependency-name: attrs
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
 2023-03-31 11:35:38 +00:00
Pavel Esir
6d064d26cb remove deprecated MO args (#16626) 
Co-authored-by: Andrei Kochin <andrei.kochin@intel.com>
Co-authored-by: Roman Kazantsev <roman.kazantsev@intel.com>
 2023-03-31 12:28:04 +04:00
Ilya Churaev
1b9bd61767 Added constructor from string for element Type (#16643) 
* Added constructor from string for element Type

* Fixed code style

* Removed WA for tests
 2023-03-31 07:24:32 +00:00
dependabot[bot]
5e149aa0dd Bump test-generator from 0.1.1 to 0.1.2 in /tests (#16625) 
Bumps [test-generator](https://github.com/kevinastone/generator) from 0.1.1 to 0.1.2.
- [Release notes](https://github.com/kevinastone/generator/releases)
- [Changelog](https://github.com/kevinastone/generator/blob/master/HISTORY.rst)
- [Commits](https://github.com/kevinastone/generator/compare/v0.1.1...v0.1.2)

---
updated-dependencies:
- dependency-name: test-generator
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: Ilya Lavrenov <ilya.lavrenov@intel.com>
 2023-03-30 16:58:02 +00:00
Bogdan Pereanu
5eea99d96c Update timetest tool to support ip and op params config (#15916) 
* User can set input and output precision for timetest tool

* Update run_timetest.py with the ip and op options as well

* Use only one getType function

* Add extra line at the end of the file

* Remove unused parameters

* Update comment accordingly

---------

Co-authored-by: Vitaliy Urusovskij <vitaliy.urusovskij@intel.com>
 2023-03-30 11:27:51 +04:00
Roman Kazantsev
0c2308506f [TF FE] Fix leftovers from review (#16619) 
Signed-off-by: Kazantsev, Roman <roman.kazantsev@intel.com>
 2023-03-29 16:28:37 +04:00
Przemyslaw Wysocki
591c3e61c5 [PyOV] Simplify requirement files (#15343) 
* Partial progress

* Finish v1

* Cleanup

* Remove useless files

* Fix path to pdpd

* Fix onnx path

* Minor change

* Rework MO

* Minor change

* Remove some costraints

* Add MO constraints

* Update gitignore for MO

* Minor change

* Apply tech sync discussion

* Cleanup

* CR comment

* Debug ONNX FE

* simplify ONNX FE

* Update cmake

* Hardcode ONNX requirement

* Add dependency resolver to cmake

* Add constraints for openvino/tests

* Add missing pytest-html

* Fix -c path

* Revert debug changes to path

* Add cmake to copy constraints.txt

* Update dependabot

* Remove slash

* Remove cmake

* Debug prints

* Minor changes

* Move reqs check to separate file

* Add requirements parser to benchmark_tool

* Fix smoke tests constraints

* Minor fixes

* Minor change

* My fixes were apparently wrong

* Debug - self.executable_path

* Debug - add singledispatch to tests and tools

* Debug - print IE_APP_PATHs

* Revert "Debug - print IE_APP_PATHs"

This reverts commit 67ccb6d3f5.

* Revert "Debug - add singledispatch to tests and tools"

This reverts commit 3b945931e2.

* Revert "Debug - self.executable_path"

This reverts commit 3aa724eff6.

* update dependabot

* update dependabot

* Skip benchmark_app tests

* Use CMAKE_CURRENT_BINARY_DIR in cmake

* Remove debug prints

* minor change

---------

Signed-off-by: p-wysocki <przemyslaw.wysocki@intel.com>
 2023-03-29 14:27:27 +04:00
Mateusz Tabaka
556d469f6b [PADDLE] add paddle opextension support (#16439) 
* add opextension support

* support opconversion

* fix test contructor ambiguous

* fix ci fail

* add tag to avoid compiler ambiguous

* move tests to layer_tests & remove PaddleTag

* static cast

* use create_ov_node_by_name

---------

Co-authored-by: Luo Cheng <cheng.luo@intel.com>
 2023-03-29 12:23:47 +04:00
Mateusz Tabaka
b82bedd648 Add Conversion and Op Extension to Pytorch frontend (#16434) 
Tickets: 98766 and 98767
 2023-03-29 00:25:29 +02:00
Maxim Vafin
8d90c11a35 Fix sporadic fails when beta==0 in baddmm (#16610) 
* Fix sporadic fails when beta==0 in baddmm

* Remove sporadic test loop
 2023-03-28 18:47:35 +00:00
Roman Kazantsev
17c3e67336 [TF FE] Add layer test for Mish activation function (#16557) 
Signed-off-by: Kazantsev, Roman <roman.kazantsev@intel.com>
 2023-03-28 18:43:11 +02:00
Ekaterina Aidova
6fc0b6479e [PT FE]: revert usage mo.convert_model in pt layer tests (#16573) 
* [PT FE]: revert usage mo.convert_model in tests

* fix failed test
 2023-03-28 16:06:21 +04:00
Piotr Krzemiński
6b70c449ba [PT FE] Add aten::Chunk implementation (#16035) 
* [PT FE] Add chunk implementation:

* [PT FE] Fix chunk int64 instead of const node errors, add tests for chunking

* [PT FE] Test Chunk-If implementation

* [PT FE] Change the translate to replace chunk implementation, use VariadicSplit instead of Slice

* [PT FE] Reduce artifacts from debugging

* Update test_chunk.py

* [PT FE] Improve & debug chunk implementation:

* [PT FE] Simplify implementation, fix remaining bugs

* [PT FE] Statify the split lenghts output

* [PT FE] Clear code, remove debugging artifacts
 2023-03-27 11:16:16 +02:00
Mateusz Mikolajczyk
7d16ee1835 [PT FE] Add torchvision::deform_conv2d translation (#16450) 
* Initial commit

* Initial commit

* Cleanup

* Improve tests

* Make NodeContext const
 2023-03-27 11:13:32 +02:00
Roman Kazantsev
bb9de29062 [TF FE] Add layer test for Bucketize (#16556) 
Signed-off-by: Kazantsev, Roman <roman.kazantsev@intel.com>
 2023-03-27 12:03:07 +04:00
Ilya Lavrenov
3f3bda592b Revert "[MO] remove deprecated: data_type, disable_nhwc_to_nchw, tensorflow_use_custom_operations_config (#16394)" (#16555) 
This reverts commit 43ef89e625.
 2023-03-27 09:04:41 +04:00
Pavel Esir
43ef89e625 [MO] remove deprecated: data_type, disable_nhwc_to_nchw, tensorflow_use_custom_operations_config (#16394) 
* removed deprecated MO options: data_type, disable_nhwc_to_nchw, tensorflow_use_custom_operations_config

* fix layer_test_class.py

* data_type -> precision in layer_test_class.py

* typo fix

* corrected layer tests for compress_to_fp16 argument
 2023-03-26 21:38:15 +04:00
Ekaterina Aidova
1ef94ec069 [PT FE]: support aten::linalng_vector_norm (#16109) 
* [PT FE]: support aten::linalng_vector_norm

* more norm ops

* update tests
 2023-03-24 21:00:17 +01:00
Ekaterina Aidova
179403ddc9 [PT FE]: improve integration into mo.convert_model (#16243) 2023-03-24 16:55:07 +01:00
Maxim Vafin
86c4489aca [PT FE] Add telemetry extension support (#16438) 
* Initial telemetry introduction in PyTorch frontend

* Add test

* remove obsolete checks from test

* Move statistics gathering into TranslateSession

* Fix code style

* Fix codestyle
 2023-03-24 10:11:12 +01:00
Maxim Vafin
abaf61d059 Improve detectron2 support (#16011) 
* Improve op support for detectron mask rcnn

* Initial commit

* Fix for reading processed list

* Format code

* Cleanup

* cleanup

* Cleanup

* cleanup test

* Add comment

* Add rt_info

* fix type

* More fixes for detectron

* Fix build

* Add tests for if

* Revert changes in index

* Add comment

* Fix test

* Fix get_axes_range

* Add tests and fix if type alignment

* Fix code style

---------

Co-authored-by: Mateusz <mateusz.mikolajczyk@intel.com>
 2023-03-23 22:30:03 +00:00
Przemyslaw Wysocki
52b27d82c5 Upgrade ONNX to 1.13, protobuf to 3.20.3 and relax tensorflow (#14773) 
* Bump ONNX version

* Bump protobuf

* Add xfails and skips

* Add tickets

* Skip ONNX Serialization tests

* Compile ONNX with C++17

* Force cpp17 - 2

* Use MSVC check

* Update tensorflow

* Minor change

* Bump onnx to 1.13.1

* Bump protobuf to 3.20.3

* Debug test tf

* Xfail tests in comp

* Update comp tests

* Update tf reqs

* Remove deprecated ONNX function

* Align PDPD FE protobuf req with 2.4.1

* Satisfy dependency review

* Attempt to fix dependency review

* Revert pdpd protobuf

* Skip pdpd tests

* Fix MO-TF-PB test

* Skip TF test case

* Add ticket numbers, rewrite reqs

* Fix requirements

* Minor change

* Set TF to 2.12

* Remove wrapt and skip test
 2023-03-24 00:43:01 +04:00