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299 Commits

Author SHA1 Message Date
Piotr Krzemiński
0d9109acf3 [PT FE] Add aten::_shape_as_tensor (#17804) 
* [PT FE] Add aten::_shape_as_tensor impl

* Update shape_as_tensor.cpp

* [PT FE] Fix headers, add explicit type, comment out shape detection

* [PT FE] Reverse example comments
 2023-06-05 10:59:12 +02:00
Piotr Krzemiński
3d8a620ac3 [PT FE] Add aten::_native_multi_head_attention (#17550) 
* [PT FE] Add implementation of MHA

* [PT FE] Add tests, add scaled dot product attention

* [PT FE] Fix missing transpose for Q,K,V & output Attention

* [PT FE] Formatting errors

* [PT FE] Fix testing class with nn.Linear

* [PT FE] Fix incorrect key franspose in dot product attention computation

* [PT FE] Fix incorrect matmul due to lack of transpose

* [PT FE] Enable support for all boolean masks

* [PT FE] Fix returned weights

* [PT FE] Remove debugging artifacts

* [PT FE] Remove unused nodes, optimize transpose nodes' usage, add comments to floating masks

* [PT FE] Further reduce node usage, return None instead of 0 for return_weights=false

* [PT FE] Allow for dynamic num_num_head, embed_dim

* [PT FE] Improve error comment, remove unnecessary Unsqueeze

* [PT FE] Clang format

* Update tests/layer_tests/pytorch_tests/test_native_multi_head_attention.py

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

* [PT FE] Add masks comments, improve mask broadcasting

---------

Co-authored-by: Maxim Vafin <maxim.vafin@intel.com>
 2023-06-05 10:55:03 +02:00
Piotr Krzemiński
482c030408 [PT FE] Add aten::LogSoftmax (#17629) 
* [PT FE] Add aten::LogSoftmax implementation & tests

* Update log_softmax.cpp

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

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

* [PT FE] Add recommended comment, replace get_input_tensor with new implementation

* [PT FE] Align to f32 if no dtype provided

* [PT FE] Revert type align

---------

Co-authored-by: Maxim Vafin <maxim.vafin@intel.com>
 2023-06-01 12:04:27 +00:00
Mateusz Mikolajczyk
e45068bd64 [PT FE] Fix aten::squeeze translation + add tests for aten::slice (#17584) 
* Fix squeeze compatibility

* Fix issue in remainder causing model to fail

* Add tests for slice

* Modify remainder to support int + add type tests

* Apply requested changes

* Add comment
 2023-05-31 22:26:39 +02:00
Ekaterina Aidova
fb4efe7203 [PT FE]: support flip operation (#17705) 
* [PT FE]: support flip operation

* more tests
 2023-05-31 12:07:24 +02:00
Ekaterina Aidova
2d7db5e3d3 [PT FE]: support aten::cdist and aten::pairwise_distance (#17718) 
* [PT FE]: support aten::cdist and aten::pairwise_distance

* p and eps non-const
 2023-05-31 12:07:12 +02:00
Mateusz Tabaka
6f7e9cd786 Update docs for frontend extensions (#16752) 
* Update docs for frontend extensions

* Apply suggestions from code review

Co-authored-by: Roman Kazantsev <roman.kazantsev@intel.com>

* fix order in openvino_framework_map

* no discard return value

* add note of openvino_contrib repo

* update example for PT

* note

* add paragraph of named inputs and outputs

Signed-off-by: Mateusz Tabaka <mateusz.tabaka@intel.com>

* title underline too short

* review comments

* remove m_ prefix from CustomOp attr names

---------

Signed-off-by: Mateusz Tabaka <mateusz.tabaka@intel.com>
Co-authored-by: Roman Kazantsev <roman.kazantsev@intel.com>
Co-authored-by: Michal Lukaszewski <michal.lukaszewski@intel.com>
 2023-05-30 12:53:59 +04:00
Mateusz Mikolajczyk
a1a753bb03 [PT FE] Add translation for aten::__range_length and aten::__derive_index (#17618) 
* Add operators and tests

* Fix op kind

* Merge tests

* Fix freeze issue as separate bug

* Fix indent

* Fix print placement

* Fix dtype
 2023-05-29 13:34:08 +00:00
Ruslan Nugmanov
28d2e77a92 TFLite layer tests second part (#17688) 
* tfl - removes redundant params

* tfl - batch matmul

* tfl - expand_dims

* tfl - squeeze

* tfl - hardswish

* tfl - batch matmul

* tfl - padv2

* tfl - fixes for dynamic shapes

* tfl - where

* tfl - zeros_like

* tfl - zeros_like

* tfl - precommit fix

* tfl - shape and xfail for expand dims
 2023-05-29 15:50:34 +04:00
Ekaterina Aidova
3300543eac [PT FE]: support frobenius norm and fix aten::norm (#17701) 
* [PT FE]: support frobenius norm and fix aten::norm

* fix code style
 2023-05-29 11:14:16 +04:00
Mateusz Mikolajczyk
6501d963fc Add aten::item (#17730) 2023-05-26 18:05:24 +02:00
Ekaterina Aidova
b2aaa10ef6 [PT FE]: support aten::unflatten (#17736) 
* [PT FE]: support aten::unflatten

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

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

---------

Co-authored-by: Maxim Vafin <maxim.vafin@intel.com>
 2023-05-26 15:27:05 +00:00
Ekaterina Aidova
307b666d99 [PT FE]: support boolean data type in sum operation (#17715) 2023-05-26 15:44:50 +04:00
Maxim Vafin
fe1ac700f0 [PT FE] Fix issues in multiple operations (#17418) 
* Fix issues in aten::chunk and aten::split_with_sizes replacers

* Fix code style

* Fix compute issue

* Fix code style

* Support 1 chunk

* Fix issues in meshgrid, sqrt, rsqrt and exp operations

* Use Interpolate-11

* Fix unary ops

* Add tests for unary ops

* Fix unary ops tests

* Add changes in utils

* Fix mo test

* Remove extra line

* Fix mo tests for int
 2023-05-22 10:35:34 +02:00
Mateusz Mikolajczyk
9b52a77531 [PT FE] Fix aten::conv2d conversion issues related to bias (#17228) 
* Allow for conversion

* Check for const

* Apply requested changes

* Improve tests
 2023-05-22 09:59:02 +02:00
Xiuchuan Zhai
0b72998631 [MO][PDPD] Convert Paddle models from memory (#17005) 
* support convert_model in paddle runtime

* add convert runtime paddle test

* fix a pylint error

* fix ci error

* skip test_mo_convert_paddle.py # Ticket: 95904

* auto remove tmp file

* add docs for PDFE

* enable paddle mo test in ci

* fix docs

* fix docs

* fix the docs
 2023-05-20 18:13:21 +04:00
Ekaterina Aidova
dcd034fb4d [PT FE]: support aten::argmax and aten::argmin (#17489) 2023-05-19 15:55:36 +00:00
Ilya Lavrenov
84db7d0ee6 Build using conanfile.txt (#17580) 
* Build using conanfile.txt

* Update .ci/azure/linux_arm64.yml

* Several improvements

* Removed conanfile.py

* Try to use activate / deactivate

* Fixed clang-format code style

* Supported TBB version from Conan

* Added more NOMINMAX

* Fixed static build

* More improvements for static build

* Add usage of static snappy in case of static build

* More fixes

* Small fixes

* Final fixes
 2023-05-19 14:01:39 +04:00
Surya Siddharth Pemmaraju
e14d1b2a07 Torchscript backend (#17132) 
* Added torch script backend

* Added ts_backend to pytorch layer tests

* Added use_ts_backend fixture to the test suite to activate the
torchscript backend

* Fixed failing test_dict layer test

* Added USE_TS_BACKEND as an env variable

* Removed use_ts_backend fixture

* Added more tests for ts backend

* Added more information in the comments about usage

* Removed convolution3d test from precommit_ts_backend

* Added some torchscript backend tests to ci

* Removed tests from CI as torch.compile doesn't support 3.11 currently

* Fixed linter issues

* Addressed PR comments and linter issues
 2023-05-17 14:58:38 +02:00
Maxim Vafin
db58355fad Remove posibility to export to onnx (#17442) 
* Remove posibility to export to onnx

* Add OOB pytorch convert_model test
 2023-05-17 13:39:35 +02:00
Anastasia Kuporosova
75fa11c80f [PyOV] Remove deprecated (#17512) 
* [PyOV] Remove deprecated

* remove deprecated api

* remove tests

* update pot
 2023-05-16 21:48:39 +02:00
Ruslan Nugmanov
aa932d341a Layer test tflite (#17410) 
* tfl argvalue test

* tfl add_n test

* tfl batch to space and space to batch

* tfl batch to space and space to batch

* tfl broadcast

* tfl avgpool

* tfl concat

* tfl conv2d and depthtospace

* tfl depthwise_conv2d

* tfl broadcast_args

* tfl fill

* tfl floordiv

* tfl fully_connected

* tfl fully_connected

* tfl gather

* tfl gather_nd

* tfl l2_normalization

* tfl matrix_diag

* tfl maxpool2d

* tfl mirror_pad

* tfl one_hot

* tfl pack

* tfl pad

* tfl range

* tfl relu

* tfl reshape

* tfl resize_bilinear

* tfl resize

* tfl reverse

* tfl tfft2d

* tfl scatter_nd

* tfl rfft2d fix

* tfl segment_sum

* tfl select

* tfl select_v2

* tfl slice

* tfl space_to_depth

* tfl split

* tfl split_v

* tfl strided_slice

* tfl tile

* tfl topk_v2

* tfl transpose

* tfl transpose_conv

* tfl fix conv tests

* tfl unique + refactoring

* tfl unpack

* refactoring

* tfl review - reformat params

* tfl review - fixes

* tfl review - fixes

* tfl review - xfails

* tfl review - remove redundant tickets

* tfl review - xfail for pad
 2023-05-15 15:03:09 +04:00
Ekaterina Aidova
66e1af18b5 [Pt FE]: aten::embedding_bag (#17098) 
* [Pt FE]: aten::embedding_bag

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

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

---------

Co-authored-by: Maxim Vafin <maxim.vafin@intel.com>
 2023-05-10 09:44:08 +02:00
Maxim Vafin
48604e9092 Support sizes input as list to upsample ops (#17350) 2023-05-07 19:23:51 +02:00
Roman Kazantsev
b6098fed90 [TF FE] Provide single tensor names for inputs and outputs in SavedModel (#17370) 
* [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>
 2023-05-06 05:37:47 +01:00
Maxim Vafin
c1933fcaf0 [PT FE] Support default strides for avg and max pooling (#17337) 
* Support default strides for avg and max pooling

* Fix code style

* Remove changes from other ticket
 2023-05-04 09:27:10 +02:00
Maxim Vafin
1d59dab362 [PT FE] Improve exception when decoder cannot trace or script the model (#17338) 
* [PT FE] Improve exception when decoder cannot trace or script the model

* Add exception in convert_model

* Add test
 2023-05-04 07:58:40 +02:00
Piotr Krzemiński
1c286e4636 [PT FE] Add aten::all implementation (#16901) 
* [PT FE] aten::all implementation with tests

* [PT FE] Add non-dynamic type check

* [PT FE] Update tests, temporarily turn off uint8 tests

* [PT FE] Fix dtype for uint8

* [PT FE] Apply suggested optimizations

---------

Co-authored-by: Andrei Kochin <andrei.kochin@intel.com>
 2023-05-02 21:12:12 +02:00
Maxim Vafin
89d3eaa67f Fix issue with Pow when both inputs are scalars (#17305) 
* Fix issue with Pow when both inputs are scalars

* Fix code style
 2023-05-02 16:49:42 +02:00
Roman Kazantsev
14e146b7c8 [TF FE] Extend pre-commit for SpaceToBatch after CPU crash (#17278) 
Signed-off-by: Kazantsev, Roman <roman.kazantsev@intel.com>
 2023-05-01 17:29:50 +04:00
Piotr Krzemiński
b7311d8907 [PT FE] Fix aten::chunk for dynamic shapes (#16902) 
* [PT FE] Add replacer for chunk+getitem

* [PT FE] Fix missing replaced nodes, fix incorrent chunk size calculation

* [PT FE] Fix incorrect item shape, reduce tests count

* [PT FE] Convert back with frontend

---------

Co-authored-by: Maxim Vafin <maxim.vafin@intel.com>
 2023-05-01 09:32:10 +00:00
Maxim Vafin
1d443c6da6 Fix problems with pytorch models passed to convert_model (#17255) 
* Do eval() only for torch Module

* Add test

* Support decoder in convert_model

* Enable tests
 2023-04-27 18:33:46 +04:00
Anastasiia Pnevskaia
59e28f8d0d Disabled tests. (#17231) 2023-04-27 13:39:58 +04:00
Maxim Vafin
10392644e3 [PT FE] Enable stable sort layer tests (#17229) 
* [PT FE] Enable stable sort layer tests

* Remove unused code
 2023-04-26 18:24:38 +02:00
Ekaterina Aidova
82ff7e17c9 use input parameter for building example_inputs (#17207) 
* use input parameter for building example_inputs

* Update tools/mo/openvino/tools/mo/moc_frontend/pytorch_frontend_utils.py
 2023-04-26 17:58:06 +04:00
Nikolay Shchegolev
c8ac7c9b82 [CPU] Infer_request crashes for SpaceToBatch operation. (#16974) 
* [CPU] Infer_request crashes for SpaceToBatch operation.

* Fixes as per comments.

* Fixes as per comments 2.
 2023-04-26 17:39:54 +04:00
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