TransposeSinking: add support for Slice and Reshape ops (#16208)

* Resolve the performance issues in TransposeSinking transformation

* codestyle

* fix warning as error, fix tests failures

* fix ts for Concat and Reduce

* Fix TransposeReduceBackward

* fix the issue in TransposeFuse transformation

* fix TransposeReduce transformations

* Fix TransposeReduction, fix TransposeSinkingSplit, add unsqueeze support

* delete debug print

* Add additional validations

* fix node validation

* Fix validate for split, revert changes for concat, add BatchToSpace/SpaceToBatch

* Add SpaceToBatch/BatchToSpace

* fix TS for Interpolate + codestyle

* fix gna build

* Support TS for Interpolate, VariadicSplit, IsInf, IsNan, IsFinite + refactoring

* add the missed line

* add include

* TransposeSinking tests refactoring: part1

* TransposeSinking tests refactoring: part2

* Add limited support for StridedSlice op

* codestye

* TransposeReduction: skip the case when 2nd input for Squeeze is not provided

* Transpose sinking tests refactoring: part 3. + Revert changes in MOC.

* fix build

* codestyle

* Add tests for TS backward transformations, update TransposeSinkingFuse transformation, delete StridedSlice transformation prototype + tests refactoring

* fix unary tests

* Fix warning as error on Windows

* Add new tests for Unsqueeze/Squeeze; refactoring; remove debug code

* TransposeSinking: add support for Slice op

* Add descriptions to the transformations, add additional checks

* fix a warning

* TransposeSinking Rafactoring part2: move the transformations to a separate folder, align namespaces

* TransposeSinking refactoring: class names, namespaces

* codestyle

* resolve merge conflicts

* codestyle

* TSReduction refactoring, move Unsqueeze/Squeeze transformations to separate files, added limited support for Reshape op + tests

* fix minor mistakes

* fix warnings

* Added TSSlice transformation to TSGeneral, created TransposeSinkingGeneral alias in ov::pass namespace

* refactoring

* codestyle

* fix TSSqueeze/TSUnsqueeze transformations

* delete debug serialize

* remove TransposeSinking from MOC

* fix TSSqueeze/TSUnsqueeze transformations in case of Reshape op

* delete debug code

* codestyle

* fix unit tests, revert changes for TSSlice transformation

* fix TSSqueeze transformation

* resolve review comments

* codestyle

src/frontends/tensorflow/src/frontend.cpp

@@ -281,7 +281,7 @@ void FrontEnd::normalize(const std::shared_ptr<ov::Model>& model) const {
     {
         // perform transpose sinking and reverse infer if the model contains only OpenVINO operations
         ov::pass::Manager manager;
-        manager.register_pass<ov::pass::transpose_sinking::TSGeneral>();
+        manager.register_pass<ov::pass::TransposeSinkingGeneral>();
         manager.register_pass<ov::pass::ReverseShapeAndTypeInfer>();
         manager.run_passes(model);
     }

src/frontends/tensorflow_lite/src/frontend.cpp

@@ -268,7 +268,7 @@ void FrontEnd::normalize(const std::shared_ptr<ov::Model>& function) const {
     manager.register_pass<ov::frontend::tensorflow_lite::pass::TFLQuantizeResolver>();
     manager.register_pass<ov::frontend::tensorflow_lite::pass::Rfft2dSimplifier>();
     manager.register_pass<ov::pass::TransposeSinking>();
-    manager.register_pass<ov::pass::transpose_sinking::TSGeneral>();
+    manager.register_pass<ov::pass::TransposeSinkingGeneral>();
     manager.run_passes(function);
 }