…f POT (openvinotoolkit#17398)

* Update model_optimization_guide.md

* Update model_optimization_guide.md

* Update model_optimization_guide.md

* Update model_optimization_guide.md

* Update model_optimization_guide.md

* Update model_optimization_guide.md

* Update model_optimization_guide.md

* Update home.rst

* Update ptq_introduction.md

* Update Introduction.md

* Update Introduction.md

* Update Introduction.md

* Update ptq_introduction.md

* Update ptq_introduction.md

* Update basic_quantization_flow.md

* Update basic_quantization_flow.md

* Update basic_quantization_flow.md

* Update quantization_w_accuracy_control.md

* Update quantization_w_accuracy_control.md

* Update quantization_w_accuracy_control.md

* Update quantization_w_accuracy_control.md

* Update quantization_w_accuracy_control.md

* Update quantization_w_accuracy_control.md

* Update quantization_w_accuracy_control.md

* Update quantization_w_accuracy_control.md

* Update quantization_w_accuracy_control.md

* Update basic_quantization_flow.md

* Update basic_quantization_flow.md

* Update quantization_w_accuracy_control.md

* Update basic_quantization_flow.md

* Update basic_quantization_flow.md

* Update model_optimization_guide.md

* Update ptq_introduction.md

* Update quantization_w_accuracy_control.md

* Update model_optimization_guide.md

* Update quantization_w_accuracy_control.md

* Update model_optimization_guide.md

* Update quantization_w_accuracy_control.md

* Update model_optimization_guide.md

* Update Introduction.md

* Update basic_quantization_flow.md

* Update basic_quantization_flow.md

* Update quantization_w_accuracy_control.md

* Update ptq_introduction.md

* Update Introduction.md

* Update model_optimization_guide.md

* Update basic_quantization_flow.md

* Update quantization_w_accuracy_control.md

* Update quantization_w_accuracy_control.md

* Update quantization_w_accuracy_control.md

* Update Introduction.md

* Update FrequentlyAskedQuestions.md

* Update model_optimization_guide.md

* Update Introduction.md

* Update model_optimization_guide.md

* Update model_optimization_guide.md

* Update model_optimization_guide.md

* Update model_optimization_guide.md

* Update model_optimization_guide.md

* Update ptq_introduction.md

* Update ptq_introduction.md

* added code snippet (#1)

* Update basic_quantization_flow.md

* Update basic_quantization_flow.md

* Update quantization_w_accuracy_control.md

* Update basic_quantization_flow.md

* Update basic_quantization_flow.md

* Update ptq_introduction.md

* Update model_optimization_guide.md

* Update basic_quantization_flow.md

* Update ptq_introduction.md

* Update quantization_w_accuracy_control.md

* Update basic_quantization_flow.md

* Update basic_quantization_flow.md

* Update basic_quantization_flow.md

* Update ptq_introduction.md

* Update ptq_introduction.md

* Delete ptq_introduction.md

* Update FrequentlyAskedQuestions.md

* Update Introduction.md

* Update quantization_w_accuracy_control.md

* Update introduction.md

* Update basic_quantization_flow.md code blocks

* Update quantization_w_accuracy_control.md code snippets

* Update docs/optimization_guide/nncf/ptq/code/ptq_torch.py

Co-authored-by: Alexander Suslov <alexander.suslov@intel.com>

* Update model_optimization_guide.md

* Optimization docs proofreading  (#2)

* images updated

* delete reminder

* review

* text review

* change images to original ones

* Update filter_pruning.md code blocks

* Update basic_quantization_flow.md

* Update quantization_w_accuracy_control.md

* Update images (#3)

* images updated

* delete reminder

* review

* text review

* change images to original ones

* Update filter_pruning.md code blocks

* update images

* resolve conflicts

* resolve conflicts

* change images to original ones

* resolve conflicts

* update images

* fix conflicts

* Update model_optimization_guide.md

* Update docs/optimization_guide/nncf/ptq/code/ptq_tensorflow.py

Co-authored-by: Alexander Suslov <alexander.suslov@intel.com>

* Update docs/optimization_guide/nncf/ptq/code/ptq_torch.py

Co-authored-by: Alexander Suslov <alexander.suslov@intel.com>

* Update docs/optimization_guide/nncf/ptq/code/ptq_onnx.py

Co-authored-by: Alexander Suslov <alexander.suslov@intel.com>

* Update docs/optimization_guide/nncf/ptq/code/ptq_aa_openvino.py

Co-authored-by: Alexander Suslov <alexander.suslov@intel.com>

* Update docs/optimization_guide/nncf/ptq/code/ptq_openvino.py

Co-authored-by: Alexander Suslov <alexander.suslov@intel.com>

* table format fix

* Update headers

* Update qat.md code blocks

---------

Co-authored-by: Alexander Suslov <alexander.suslov@intel.com>
Co-authored-by: Tatiana Savina <tatiana.savina@intel.com>

* Remove `set_preprocess.cpp`

* Remove `preprocessing.hpp`

* Remove `locale.hpp` - ported to `CanCompileModelWithCustomLocale`

* Port `version.cpp` and remove legacy

* Revert shared `version.hpp`

* Delete `ngraph/visibility.hpp`

* Delete `ngraph/log.hpp`

* Delete `ngraph/file_util.hpp`

* Delete `ngraph/type.hpp`

* Delete `ngraph/dimension.hpp`

* Delete `ngraph/coordinate.hpp`

* ClangFormat

* Fix build

* Fix pyngraph

* Remove comment

* Fix build

### Details:
 - *item1*
	
CID 1529754: (#1 of 1): COPY_INSTEAD_OF_MOVE (COPY_INSTEAD_OF_MOVE)
1. copy_constructor_call: node_info_table is passed-by-value as
parameter to parse_freq_info_linux when it could be moved instead.
     	Use std::move(node_info_table) instead of node_info_table.
221                                  node_info_table,
222                                  _processors,
223                                  _numa_nodes,
224                                  _sockets,
225                                  _cores,
226                                  _proc_type_table,
227                                  _cpu_mapping_table);

### Tickets:
 - *ticket-id*

### Details:
 - *fix coverity scan issue CID 1537543*

config.streamExecutorConfig =
IStreamsExecutor::Config{"CPUStreamsExecutor",
706 config.streams,
707 config.threadsPerStream,
708 ov::hint::SchedulingCoreType::ANY_CORE,
709                                                           false,
710 cpu_pinning,
     	
CID 1537543: (#1 of 1): COPY_INSTEAD_OF_MOVE (COPY_INSTEAD_OF_MOVE)
1. copy_constructor_call: streams_info_table is passed-by-value as
parameter to
ov::threading::IStreamsExecutor::Config::Config(std::string, int, int,
ov::hint::SchedulingCoreType, bool, bool, std::vector<std::vector<int,
std::allocator<int> >, std::allocator<std::vector<int,
std::allocator<int> > > >, std::vector<int, std::allocator<int> >) when
it could be moved instead.
     	Use std::move(streams_info_table) instead of streams_info_table.
711 streams_info_table};
712

### Tickets:
 - *ticket-id*

### Details:
By this PR, the following tests are being added:
1.
*OVBlobCompatibilityNPU.CanImportAllPrecompiledBlobsForAllOVVersionsAndDrivers*
2.
*OVBlobCompatibilityNPU_PV_Driver_No_Throw.CanImportExpectedModelsForPVDriverAndAllOVVersions*

Note that on Linux, `#2` is not supported and for Windows using PV
driver, all the tests are skipped for `#1`.

Total number of new added tests on Windows: 15
Total number of new added tests on Linux: 9

### Tickets:
 - *162743*

…envinotoolkit#31019)

### Details:
Fix "Conditional jump or move depends on uninitialised value(s)" error

```
==2061018== Thread 4:
==2061018== Conditional jump or move depends on uninitialised value(s)
==2061018==    at 0x8D46DC3: dnnl::impl::cpu::x64::matmul::jit_brgemm_matmul_copy_b_transposed_t<Xbyak::Ymm>::generate()::{lambda(bool, bool)#1}::operator()(bool, bool) const (brgemm_matmul_copy_utils.cpp:4312)
==2061018==    by 0x8D474BE: dnnl::impl::cpu::x64::matmul::jit_brgemm_matmul_copy_b_transposed_t<Xbyak::Ymm>::generate() (brgemm_matmul_copy_utils.cpp:4367)
==2061018==    by 0x8D0AD86: dnnl::impl::cpu::x64::jit_generator::create_kernel() [clone .part.0] (jit_generator.hpp:2835)
```

### Tickets:
 - 169031

openvinotoolkit#33541)

…ociated with the subprocess module #1

### Details:
 - Mitigate Bandit errors

### Tickets:
 - CVS-177661

Co-authored-by: Przemyslaw Wysocki <przemyslaw.wysocki@intel.com>