### Details:
 - *item1*
 - *...*

### Tickets:
 - *ticket-id*

---------

Co-authored-by: Maciej Smyk <[email protected]>
Co-authored-by: Karol Blaszczak <[email protected]>

…it#26158)

There are currently test failures

…otoolkit#25500)

### Details:
- *The PR enables dynamic FP32 MHA tokenization on x64 platforms 🎉*
- *`std::vector.resize()` which was used for buffer scratchpad
allocation is very expensive operation due to default constructor of
elements. This PR replace `std::vector.resize()` with CPU Node
Scratchpad memory which can be shared between nodes. Also since each
thread must have the own scratchpad memory, we allocated `size *
threads_max` - however, in execution thread count can be less (depends
on parallel work amount). Now we allocate only `size * n_threads` where
`nthreads` is real count of working threads.*
- *Fixed dimension K validation in `BrgemmBlocking` pass: one of inputs
can have dynamic value of this dimension*
- *Fixed `utils::broadcast_merge_dim()` and supported broadcasting of
integer values in IterHandlers. Added unit tests for
`utils::broadcast_merge_dim()`*

### Tickets:
 - *149900*


### Prerequisites:
- [x] openvinotoolkit#25326
- [x] openvinotoolkit#25378
- [x] openvinotoolkit#25623
- [x] openvinotoolkit#25638
- [x] openvinotoolkit#25745
- [x] openvinotoolkit#25957
- [x] openvinotoolkit#25733

…lkit#26087)

### Details:
- OneDNN Matmul Brgemm kernel contains wrong debug assertion which lead
to functional failurs on systems with avx2_vnni support.

### Tickets:
 - [CVS-149880](https://jira.devtools.intel.com/browse/CVS-149880)

### Details:
 - Remove testing models from repository
- Add `setup.js` script that will be called once to download testing
models
- Before running the suite check if model is downloaded, add top
describe to *.test.js files

### Notes:
Currently there is no global setup file for native [node test
runner](nodejs/node#49732) as in other test
runner e.g.
[jest](https://jestjs.io/docs/configuration#globalsetup-string)

### Tickets:
 - [CVS-146345](https://jira.devtools.intel.com/browse/CVS-146345)

---------

Co-authored-by: Vishniakov Nikolai <[email protected]>

- [x] Performance check

### Tickets:
 - [CVS-150178](https://jira.devtools.intel.com/browse/CVS-150178)

…lugin (openvinotoolkit#25598)

### Details:
- *Move INFERENCE_PRECISION_HINT test to optional conformance for
meta-plugin*

### Tickets:
 - *147702*

---------

Co-authored-by: Chen Peter <[email protected]>

…oolkit#26150)

### Details:
- GPU tests are only enabled for U20. Checking out the latest oneDNN via
https://github.com/openvinotoolkit/openvino/blob/0b8eb87e0efa9030be47d661fe94b3c8beb655fd/.github/workflows/job_build_linux.yml#L71
breaks the build on U22: [like this
one](https://github.com/openvinotoolkit/openvino/actions/runs/10481070002/job/29030046664)
and prevents other nightly tests from executing.
- This PR limits the checkout of the latest oneDNN to U20 only. This
will unblock the nightly tests that run on U22 for now.
- Later, it might be better to separate the builds for GPU/other test
jobs.

### Tickets:
 - *149805*

…penvinotoolkit#26159)

### Details:
- This issue occurs after
openvinotoolkit#26032
 - Fix segfault in layer tests for onnx_tests.test_lstm.TestLSTM

### Tickets:
 - [CVS-150221](https://jira.devtools.intel.com/browse/CVS-150221)

### Details:
Commit ad4eb09 introduced dynamic loading of ze_loader so that it is
loaded only when really needed.
Recent changes in `ZeroRemoteTensor` caused NPU plugin binary to import
from ze_loader directly.

This commit should fix that and the NPU binary should have no longer
dependency on ze_loader.

### Tickets:
 - None

### Details:
 - To fix issues with tokenizers build
 - See openvinotoolkit/openvino_tokenizers#229

…6165)

**Details:** Document get_input_by_reference better

**Ticket:** TBD

Signed-off-by: Kazantsev, Roman <[email protected]>

…vinotoolkit#26169)

Reverts openvinotoolkit#26158
Issue with TBB on ARM was fixed.

### Details:
 - *Enable fc 4d for MatMul to calculate 4x2*

### Tickets:
 - *132334*

…t#26151)

**Details:** Stabilize L2Loss layer tests on all platforms

**Ticket:** 104863

---------

Signed-off-by: Kazantsev, Roman <[email protected]>