* DPC++ link error workaround.

OpenVINO C++ program failed to link when DPC++ compiler is used.
'make_shared_blob' causes 'unresolved external symbol' error on linking.
Commented out some __clang__ specific directives to workaround the issue in "ie_blob.h".

* DPC++ compatibility issue fix #2

1. Removed type-by-type template class definition for __clang__.
2. Modified TBlob() destructor. The 'unresolved reference' error occur again if I left 'virtual ~TBlob();' only. It seems it needs to be 'virtual ~TBlob() {};'.

* DPC++ compatibility fix #3 - Add DPC++ conditional code

Uses '__SYCL_COMPILER_VERSION' predefined macro to check if the compiler is a DPC++ or not.
Added conditional directive to switch code based of the detected compiler.
NOTE: User program must include <CL/sycl.hpp>, or the '__SYCL_COMPILER_VERSION' macro won't be defined and this fix won't take effect.

* DPC++ compatibility issue fix #4

Changed from #ifdef to #if + logical formulas.

* DPC++ compatibility issue fix #5

Added compiler check logic in src/ie_rtti.cpp

* DPC++ Compatibility issue #6 - ie_parameter.cpp

Added compiler check macro for DPC++ to ie_parameter.cpp as well.

Co-authored-by: Yasunori Shimura <yasunori.shimura@intel.com>

…vinotoolkit#5529)

* Implement nGraph transformation to decompose Einsum-7 operation

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

* Use MatMul instead of Eltwise-multiplication and ReduceSum

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

* Add description for new methods

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

* Fix code style

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

* Fix code style #2

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

* Remove unused variables.py

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

* Apply feedback after review: fix comments, new_register_node use

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

* Add Reshape if needed and apply code-review feedback

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

* Fix code-style

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

* Remove unused variable

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

* Separate executable for paddlepaddle unit tests

* Fix CI

* Move PaddlePaddle-specific python requirements to paddlepaddle test folder
Also produce build time warning when paddle test models generation is disabled

* Renamed back PADDLE_TEST_MODELS_DIRNAME to TEST_PADDLE_MODELS_DIRNAME

* Add dependency on CPU plugin (PaddlePaddle fuzzy tests use CPU plugin for inference)

* Fix code style

* Fix review comments #2

* Code style fix

* Add dependency of 'paddlepaddle_test_models' to 'test_model_zoo'

* [FrontEnd]enable pdpd ops conversion part3

* Add adaptive pool2d op conversion (#1)

* param support tensor (#2)

* add missing sync_batch_norm

* Update pow.cpp

* deal empty axis (#5)

* deal empty axis

* apply review comments

* fix code style

* fix code style

* change shape to i32

* fix code in shape

* fix code style

* fix paddle code style

* remove redandent ops

* fix maxAdativePool

* fix expand_v2

* remove redandent code

Co-authored-by: Mang Guo <mang.guo@intel.com>
Co-authored-by: Luo Cheng <cheng.luo@intel.com>

* Added OpenVINOConfig.cmake

* OpenVINOConfig.cmake part 2

* Trying to fix cmake generation

* Fixes

* Export frontends as well

* Fixed condition

* Added OpenVINO cmake package usage: docs, C samples

* Use more OpenVINO config

* Install OpenVINOConfig.cmake

* Trying to fix private plugins

* Trying to fix .tox

* Trying to fix ARM

* Fixed samples build

* Explicit ngraph duplicated targets

* Fixed fuzzing tests build

* Added IR frontend installation

* Removed install directory for IE reader

* Removed IR frontend from export list

* Reverted ngraph_DIR

* Try to fix .tox

* Fixed ieFuncTests with ONNX extensions

* Attempt #2

* Trying to fix ngraph setup.py

* Fix

* Trying to fix ONNX ngraph .tox CI

* Trying to remove spaces

* Fixed ngraph_DIR -> OpenVINO_DIR

* Removed junk files

* Try to fix ngraph wheel

* Try to fix ie_wheel

* Try to fix ngraph wheel

openvinotoolkit#7601)

* Reference implementation for NV12toRGB and NV12toBGR operations
Tests:
- ngraph: visitor + type_prop
- template plugin: reference implementation
- inference-engine: shared tests for plugins
- cpu plugin: compare with ref implementation tests

* Fix clang

* Serialization tests

* Fix clang-format

* Changed 'f32' to 'any supported floating-point type'
Added appropriate shape inference tests
Added error test for >2 inputs
Fixed failed CI tests

* Updates after rebase
+ Try to fix Ninja build

* Fix CI

* Support endianness + potential fix of win32 test fails

* Fix review comment

* Fix review comments

* Fix unit test build

* Fix unit test build #2

* Possible build fix 3

* Simplified reference tests
Observed issue with shuffling Y pixels on little-endian systems, added tests

…#7508)

* # Conflicts:
#	docs/template_plugin/tests/functional/op_reference/convert_color_nv12.cpp
#	inference-engine/tests/functional/plugin/cpu/shared_tests_instances/single_layer_tests/convert_color_nv12.cpp
#	inference-engine/tests/functional/shared_test_classes/include/shared_test_classes/single_layer/convert_color_nv12.hpp
#	inference-engine/tests/functional/shared_test_classes/src/single_layer/convert_color_nv12.cpp
#	ngraph/core/include/openvino/core/preprocess/input_tensor_info.hpp
#	ngraph/core/include/openvino/core/preprocess/preprocess_steps.hpp
#	ngraph/core/include/openvino/op/nv12_to_bgr.hpp
#	ngraph/core/include/openvino/op/nv12_to_rgb.hpp
#	ngraph/core/src/op/nv12_to_bgr.cpp
#	ngraph/core/src/op/nv12_to_rgb.cpp
#	ngraph/core/src/preprocess/pre_post_process.cpp
#	ngraph/core/src/preprocess/preprocess_steps_impl.hpp
#	ngraph/test/CMakeLists.txt

* Added more test to cover 100% of code
Allow convert element type for 'multi-plane' color format

* Inherit tensor names for 'convert_color'

* Clang

* Fix tests

* Disable 'int8' preprocessing resize test

* Fix review comments

* Add more restrictions and tests for planes sub-names

* 1) Added check for uniqueness of tensor names generated for nodes
Raise error if user's plane sub-name conflicts with some node in a function
2) Added exception safety to preprocess build. Before, when input #2 fail, only one preprocess will be applied to function and it will be corrupted
Exception guard will restore function to original state if exception occurs

* Fix clang-format

* 1. Removed explicit SHARED from libraries
2. Fixed double definition for ie_layer_validators

* Fixed SEG in unit-test: order of initialization for global vars

* Added an ability to find plugins.xml from static IE

* Fixes in unit-test

* Migrated to new macro for import / export

* Minimized number of custom dllexport

* Don't use IR v7 for static libraries

* Revert for merge

* Don't enable tests with dlopen for static libraries

* Code style

* Added condition for export

* Revert format_reader

* Removed forward decalaration with external linkage

* Fixed IE linkage on Windows

* Reverted back 2 flags

* Minimal RRTI for cpuFuncTests

* Minimal RRTI for cpuFuncTests

* Still need IR v7 reader

* Fixed build

* Fixed compilation

* clang-format fix

* Removed BUILD_AS_IS and used USE_STATIC_IE

* Enable IR v7 reader as static library

* Fixed compilation for GPU plugin

* Trying to build plugins as static library

* Plugins are able provide their own name for CreatePluginEngine function

* Fixed CPU

* Fixed comments

* Fixed ENABLE_IR_V7_READER usage

* Fixed VPU

* clang-format

* Fixes

* Fix

* Load multiple plugins at once

* Fixed interpreter undefined symbols

* Trying to dynamically register static plugins

* Reverted some ngraph changes

* Fixed cpuUnitTests compilation

* Fixed compilation

* Fixed myriad

* Fixed custom_opset tests

* Reverted linker flags

* Support both static and dynamic plugins

* Fixed compilation of myriadFuncTests

* Removed duplication

* Preprocessing library

* Fixes after self-review

* Fixed linkage for preprocessing

* Fixed preprocessing plugin build

* Windows fix #2

* Fixed linkage for preprocessing

* Proprocessing linkage

* Fixes for Windows

* Added optimizing libker flags to executables as well

* Fixed creation of global ov::Core

* AUTO plugin is static

* Fixed case of build+_shared_libs

* Removed some global variables from ngraph

* Fixes

* Fixed link issue on Windows

* Fixed cmake options

* Fix

* Fix

* Fix 2

…penvinotoolkit#8582)

* Preprocessing API - base classes

Includes API definition for trivial mean/scale operations (which don't require layout)

Mean/scale with 'layout' support will be done under separate task together
 with Layout

Current test code coverage: 100%

* Python bindings for base preprocessing API

* remove pre_post_process directory from ngraph/core

* remove files from ngraph/python dir

* move pyngraph pre_post_process files from ngraph/python to runtime

* remove pre_post_process test from CMakeList

* move include to the header

* update include path for pre_post_process

* style fix

* bind InputTensorInfo::set_layout

* cleaned test_preprocess

* fix test expected output

* remove duplicate test

* update description of set_element_type

* fix style

* move preprocess from pyngraph to pyopenvino/graph

* update test_preprocess imports and remove unnecessary test

* remove duplicate import

* update custom method

* update test

* update test

* create decorator that changes Node into Output<Node>

* create function that cast Node to Output<Node>

* update test_preprocess to use decorator for custom function

* change _cast_to_output -> _from_node

* style fix

* add tests fro scale and mean with vector input

* style fix

* add docstring for custom_preprocess_function

* bind InputInfo network method

* style fix

* bind OutputInfo

* fix description of preprocess submodule

* fix style

* update copyright year

* bind OutputTensorInfo

* bind OutputNetworkInfo and InputNetworkInfo

* Bind exec core ov (openvinotoolkit#50)

* Output const node python tests (openvinotoolkit#52)

* add python bindings tests for Output<const ov::None>

* add proper tests

* add new line

* rename ie_version to version

* Pszmel/bind infer request (openvinotoolkit#51)

* remove set_batch, get_blob and set_blob

* update InferRequest class

* change InferenceEngine::InferRequest to ov::runtime::InferRequest

* update set_callback body

* update bindings to reflect ov::runtime::InferRequest

* bind set_input_tensor and get_input_tensor

* style fix

* clen ie_infer_queue.cpp

* Bind exec core ov (openvinotoolkit#50)

* bind core, exec_net classes

* rm unused function

* add new line

* rename ie_infer_request -> infer_request

* update imports

* update __init__.py

* update ie_api.py

* Replace old containers with the new one

* create impl for create_infer_request

* comment out infer_queue to avoid errors with old infer_request

* update infer_request bind to reflect new infer_request api

* comment out inpuit_info from ie_network to avoid errors with old containers

* Register new containers and comment out InferQueue

* update infer request tests

* style fix

* remove unused imports

* remove unused imports and 2 methods

* add tests to cover all new methods from infer_request

* style fix

* add test

* remove registration of InferResults

* update name of exception_ptr parameter

* update the loops that iterate through inputs and outputs

* clean setCustomCallbacks

* style fix

* add Tensor import

* style fix

* update infer and normalize_inputs

* style fix

* rename startTime and endTime

* Create test for mixed keys as infer arguments

* update infer function

* update return type of infer

Co-authored-by: Bartek Szmelczynski <bartosz.szmelczynski@intel.com>

* fix get_version

* fix opaque issue

* some cosmetic changes

* fix codestyle in tests

* make tests green

* Extend python InferRequest

* Extend python Function

* Change return value of infer call

* Fix missing precisions conversions in CPU plugin

* Rework of runtime for new tests

* Fixed onnx reading in python tests

* Edit compatibility tests

* Edit tests

* Add FLOAT_LIKE xfails

* bind ColorFormat and ResizeAlgorithm

* clean imports

* fix typo

* [Python API] bind ProfilingInfo (openvinotoolkit#55)

* bind ProfilingInfo

* Add tests

* Fix code style

* Add property

* fix codestyle

* Infer new request method (openvinotoolkit#56)

* fix conflicts, add infer_new_request function

* remove redundant functions, fix style

* revert the unwanted changes

* revert removal of the Blob

* revert removal of isTblob

* add add_extension from path

* codestyle

* add PostProcessSteps to init

* bind PreProcessSteps

* create additional tests

* fix win build

* add inputs-outputs to function

* update infer queue

* fix code style

* Hot-fix CPU plugin with precision

* fix start_async

* add performance hint to time infer (openvinotoolkit#8480)

* Updated common migration pipeline (openvinotoolkit#8176)

* Updated common migration pipeline

* Fixed merge issue

* Added new model and extended example

* Fixed typo

* Added v10-v11 comparison

* Avoid redundant graph nodes scans (openvinotoolkit#8415)

* Refactor work with env variables (openvinotoolkit#8208)

* del MO_ROOT

* del MO_ROOT from common_utils.py

* add MO_PATH to common_utils.py

* change mo_path

* [IE Sample Scripts] Use cmake to build samples (openvinotoolkit#8442)

* Use cmake to build samples

* Add the option to set custom build output folder

* Remove opset8 from compatibility ngraph python API (openvinotoolkit#8452)

* [GPU] OneDNN gpu submodule update to version 2.5 (openvinotoolkit#8449)

* [GPU] OneDNN gpu submodule update to version 2.5

* [GPU] Updated onednn submodule and added layout optimizer fix

* Install rules for static libraries case (openvinotoolkit#8384)

* Proper cmake install for static libraries case

* Added an ability to skip template plugin

* Added install rules for VPU / GPU

* Install more libraries

* Fixed absolute TBB include paths

* Disable GNA

* Fixed issue with linker

* Some fixes

* Fixed linkage issues in tests

* Disabled some tests

* Updated CI pipelines

* Fixed Windows linkage

* Fixed custom_opset test for static casr

* Fixed CVS-70313

* Continue on error

* Fixed clanf-format

* Try to fix Windows linker

* Fixed compilation

* Disable samples

* Fixed samples build with THREADING=SEQ

* Fixed link error on Windows

* Fixed ieFuncTests

* Added static Azure CI

* Revert "Fixed link error on Windows"

This reverts commit 78cca36.

* Merge static and dynamic linux pipelines

* Fixed Azure

* fix codestyle

* rename all methods in this class to snake_case

* some updates

* code style

* fix code style in tests

* update statistics reporting

* update filling inputs

* change ngraph.Type to ov.Type

* fix typo

* save work

* save work

* save work

* compute latency in callback

* save work

* Fix get_idle_request

* save work

* fix latency

* Fix code style

* update AppInputInfo

* add iteration to PatrialShape

* fix rebasing

* bind result::get_layout()

* correct mistakes

* fix setup

* use parameters/results instead inputs/outputs

* move _from_node to node_output.hpp

* add read_model from buffer

* update imports

* revert package struct

* add new line

* remove bad quotes

* update imports

* style fix

* add new line

* Fix preprocessing

* rename functin args

* set NCHW layout to image as default

* Fix input fillings

* remove Type import

* update tests

* style fix

* test clean

* remove blank line

* Add tensor_shape

* fix comments

* update PrePostProcessor init and build methods

* create test with model update tests with new PrePostProcessor init and build

* Change filling inputs

* fix preprocessing

* basic support dynamic shapes

* fix legacy mode

* rename ie to core

* fix cpp code style

* fix input files parsing

* fix binary filling

* support dynamic batch size

* process images with original shapes if no tensor shapes were given

* fix fps and number of iterations

* Add new metrics

* support pass path to folder into input mapping

* add pcseq flag

* fix resolving conflicts

* dump statistic per group

* check for compatibility with partial shape

* revert statistic report names

* code refactoring

* update parameters

* enable legacy_mode if data size less than nireq

* add serialize to offline_transformations

* Fix preprocessing import

* change log output due to ci parsing

* fix layout

* allow to pass batch size with undefined layout

* add serializer

* fix comments from jiwaszki

* Fix latency parsing for ci

* code style

* rename tensor_shape to data_shape

* add message if image is processed with original shape

* fix syntax warning

* remove default legacy_mode if requests cover all data

* rewrite all file parsing

* fix preprocessing

* Fix preprocessing #2

* Use layout instead str

* Fix file extensions

* Fix image sizes filling

* sort input files

* [Python API] quick fix of packaging

* update tests

* fix setup.py

* small fix

* small fixes according to comments

* skip mo frontend tests

* full mode is default for dynamic models only

* backward compatibility

* Fix package

* set layout in runtime

* static mode for dynamic models with all equal data shapes

* use get_tensor instead set_tensor in legacy mode

* benchmarking dynamic model available in full mode only

* fix layout detection

* use batch_size * iteration instead processed_frames in legacy mode

* fix tensor naming

* represent --inference_only

* refactoring main loop

* Fix number of iterations for full mode

Co-authored-by: Michael Nosov <mikhail.nosov@intel.com>
Co-authored-by: pszmel <piotr.szmelczynski@intel.com>
Co-authored-by: Bartek Szmelczynski <bartosz.szmelczynski@intel.com>
Co-authored-by: Anastasia Kuporosova <anastasia.kuporosova@intel.com>
Co-authored-by: jiwaszki <jan.iwaszkiewicz@intel.com>
Co-authored-by: Victor Kuznetsov <victor.kuznetsov@intel.com>
Co-authored-by: Ilya Churaev <ilya.churaev@intel.com>
Co-authored-by: Tomasz Jankowski <tomasz1.jankowski@intel.com>
Co-authored-by: Dmitry Pigasin <dmitry.pigasin@intel.com>
Co-authored-by: Artur Kulikowski <artur.kulikowski@intel.com>
Co-authored-by: Ilya Znamenskiy <ilya.znamenskiy@intel.com>
Co-authored-by: Ilya Lavrenov <ilya.lavrenov@intel.com>

* [LPT] Documentation

* 1) ToC was removed 2) SVG => PNG temporary conversion

* [LPT] Refactoring + developer guide

* [LPT] attribute doxygen documentation was added

* [LPT] Developer Guide to Reference API links were added

* [LPT] comments fixes

* [LPT] Reference API to Developer Guide links were added

* [LPT] titles were changed

* [LPT] comments fixes #2

* [LPT] root document was moved to Plugin DG

* [LPT] Documentation: image link quick fix

* [LPT] Docummentation: PrecisionsAttribute description quick fix

* fix comments from Karol

* fixes

* movement

* directive was added

* movement #2

* LPT reference in Executable Network rollback

* snippets were updated ini accordance with new API

…toolkit#9691)

* [Transformations] Added interchangeable reshape elimination

* Applied comments #2

* returned Reshape in condition

* applied comments #3

* applied comments #4

* added comment in plugin with reason about transformation