Bumps [actions/checkout](https://github.com/actions/checkout) from 4.1.7
to 4.2.2.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/actions/checkout/releases">actions/checkout's
releases</a>.</em></p>
<blockquote>
<h2>v4.2.2</h2>
<h2>What's Changed</h2>
<ul>
<li><code>url-helper.ts</code> now leverages well-known environment
variables by <a href="https://github.com/jww3"><code>@​jww3</code></a>
in <a
href="https://redirect.github.com/actions/checkout/pull/1941">actions/checkout#1941</a></li>
<li>Expand unit test coverage for <code>isGhes</code> by <a
href="https://github.com/jww3"><code>@​jww3</code></a> in <a
href="https://redirect.github.com/actions/checkout/pull/1946">actions/checkout#1946</a></li>
</ul>
<p><strong>Full Changelog</strong>: <a
href="https://github.com/actions/checkout/compare/v4.2.1...v4.2.2">https://github.com/actions/checkout/compare/v4.2.1...v4.2.2</a></p>
<h2>v4.2.1</h2>
<h2>What's Changed</h2>
<ul>
<li>Check out other refs/* by commit if provided, fall back to ref by <a
href="https://github.com/orhantoy"><code>@​orhantoy</code></a> in <a
href="https://redirect.github.com/actions/checkout/pull/1924">actions/checkout#1924</a></li>
</ul>
<h2>New Contributors</h2>
<ul>
<li><a href="https://github.com/Jcambass"><code>@​Jcambass</code></a>
made their first contribution in <a
href="https://redirect.github.com/actions/checkout/pull/1919">actions/checkout#1919</a></li>
</ul>
<p><strong>Full Changelog</strong>: <a
href="https://github.com/actions/checkout/compare/v4.2.0...v4.2.1">https://github.com/actions/checkout/compare/v4.2.0...v4.2.1</a></p>
<h2>v4.2.0</h2>
<h2>What's Changed</h2>
<ul>
<li>Add Ref and Commit outputs by <a
href="https://github.com/lucacome"><code>@​lucacome</code></a> in <a
href="https://redirect.github.com/actions/checkout/pull/1180">actions/checkout#1180</a></li>
<li>Dependabot updates in <a
href="https://redirect.github.com/actions/checkout/pull/1777">actions/checkout#1777</a>
&amp; <a
href="https://redirect.github.com/actions/checkout/pull/1872">actions/checkout#1872</a></li>
</ul>
<h2>New Contributors</h2>
<ul>
<li><a href="https://github.com/yasonk"><code>@​yasonk</code></a> made
their first contribution in <a
href="https://redirect.github.com/actions/checkout/pull/1869">actions/checkout#1869</a></li>
<li><a href="https://github.com/lucacome"><code>@​lucacome</code></a>
made their first contribution in <a
href="https://redirect.github.com/actions/checkout/pull/1180">actions/checkout#1180</a></li>
</ul>
<p><strong>Full Changelog</strong>: <a
href="https://github.com/actions/checkout/compare/v4.1.7...v4.2.0">https://github.com/actions/checkout/compare/v4.1.7...v4.2.0</a></p>
</blockquote>
</details>
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a
href="https://github.com/actions/checkout/blob/main/CHANGELOG.md">actions/checkout's
changelog</a>.</em></p>
<blockquote>
<h1>Changelog</h1>
<h2>v4.2.2</h2>
<ul>
<li><code>url-helper.ts</code> now leverages well-known environment
variables by <a href="https://github.com/jww3"><code>@​jww3</code></a>
in <a
href="https://redirect.github.com/actions/checkout/pull/1941">actions/checkout#1941</a></li>
<li>Expand unit test coverage for <code>isGhes</code> by <a
href="https://github.com/jww3"><code>@​jww3</code></a> in <a
href="https://redirect.github.com/actions/checkout/pull/1946">actions/checkout#1946</a></li>
</ul>
<h2>v4.2.1</h2>
<ul>
<li>Check out other refs/* by commit if provided, fall back to ref by <a
href="https://github.com/orhantoy"><code>@​orhantoy</code></a> in <a
href="https://redirect.github.com/actions/checkout/pull/1924">actions/checkout#1924</a></li>
</ul>
<h2>v4.2.0</h2>
<ul>
<li>Add Ref and Commit outputs by <a
href="https://github.com/lucacome"><code>@​lucacome</code></a> in <a
href="https://redirect.github.com/actions/checkout/pull/1180">actions/checkout#1180</a></li>
<li>Dependency updates by <a
href="https://github.com/dependabot"><code>@​dependabot</code></a>- <a
href="https://redirect.github.com/actions/checkout/pull/1777">actions/checkout#1777</a>,
<a
href="https://redirect.github.com/actions/checkout/pull/1872">actions/checkout#1872</a></li>
</ul>
<h2>v4.1.7</h2>
<ul>
<li>Bump the minor-npm-dependencies group across 1 directory with 4
updates by <a
href="https://github.com/dependabot"><code>@​dependabot</code></a> in <a
href="https://redirect.github.com/actions/checkout/pull/1739">actions/checkout#1739</a></li>
<li>Bump actions/checkout from 3 to 4 by <a
href="https://github.com/dependabot"><code>@​dependabot</code></a> in <a
href="https://redirect.github.com/actions/checkout/pull/1697">actions/checkout#1697</a></li>
<li>Check out other refs/* by commit by <a
href="https://github.com/orhantoy"><code>@​orhantoy</code></a> in <a
href="https://redirect.github.com/actions/checkout/pull/1774">actions/checkout#1774</a></li>
<li>Pin actions/checkout's own workflows to a known, good, stable
version. by <a href="https://github.com/jww3"><code>@​jww3</code></a> in
<a
href="https://redirect.github.com/actions/checkout/pull/1776">actions/checkout#1776</a></li>
</ul>
<h2>v4.1.6</h2>
<ul>
<li>Check platform to set archive extension appropriately by <a
href="https://github.com/cory-miller"><code>@​cory-miller</code></a> in
<a
href="https://redirect.github.com/actions/checkout/pull/1732">actions/checkout#1732</a></li>
</ul>
<h2>v4.1.5</h2>
<ul>
<li>Update NPM dependencies by <a
href="https://github.com/cory-miller"><code>@​cory-miller</code></a> in
<a
href="https://redirect.github.com/actions/checkout/pull/1703">actions/checkout#1703</a></li>
<li>Bump github/codeql-action from 2 to 3 by <a
href="https://github.com/dependabot"><code>@​dependabot</code></a> in <a
href="https://redirect.github.com/actions/checkout/pull/1694">actions/checkout#1694</a></li>
<li>Bump actions/setup-node from 1 to 4 by <a
href="https://github.com/dependabot"><code>@​dependabot</code></a> in <a
href="https://redirect.github.com/actions/checkout/pull/1696">actions/checkout#1696</a></li>
<li>Bump actions/upload-artifact from 2 to 4 by <a
href="https://github.com/dependabot"><code>@​dependabot</code></a> in <a
href="https://redirect.github.com/actions/checkout/pull/1695">actions/checkout#1695</a></li>
<li>README: Suggest <code>user.email</code> to be
<code>41898282+github-actions[bot]@users.noreply.github.com</code> by <a
href="https://github.com/cory-miller"><code>@​cory-miller</code></a> in
<a
href="https://redirect.github.com/actions/checkout/pull/1707">actions/checkout#1707</a></li>
</ul>
<h2>v4.1.4</h2>
<ul>
<li>Disable <code>extensions.worktreeConfig</code> when disabling
<code>sparse-checkout</code> by <a
href="https://github.com/jww3"><code>@​jww3</code></a> in <a
href="https://redirect.github.com/actions/checkout/pull/1692">actions/checkout#1692</a></li>
<li>Add dependabot config by <a
href="https://github.com/cory-miller"><code>@​cory-miller</code></a> in
<a
href="https://redirect.github.com/actions/checkout/pull/1688">actions/checkout#1688</a></li>
<li>Bump the minor-actions-dependencies group with 2 updates by <a
href="https://github.com/dependabot"><code>@​dependabot</code></a> in <a
href="https://redirect.github.com/actions/checkout/pull/1693">actions/checkout#1693</a></li>
<li>Bump word-wrap from 1.2.3 to 1.2.5 by <a
href="https://github.com/dependabot"><code>@​dependabot</code></a> in <a
href="https://redirect.github.com/actions/checkout/pull/1643">actions/checkout#1643</a></li>
</ul>
<h2>v4.1.3</h2>
<ul>
<li>Check git version before attempting to disable
<code>sparse-checkout</code> by <a
href="https://github.com/jww3"><code>@​jww3</code></a> in <a
href="https://redirect.github.com/actions/checkout/pull/1656">actions/checkout#1656</a></li>
<li>Add SSH user parameter by <a
href="https://github.com/cory-miller"><code>@​cory-miller</code></a> in
<a
href="https://redirect.github.com/actions/checkout/pull/1685">actions/checkout#1685</a></li>
<li>Update <code>actions/checkout</code> version in
<code>update-main-version.yml</code> by <a
href="https://github.com/jww3"><code>@​jww3</code></a> in <a
href="https://redirect.github.com/actions/checkout/pull/1650">actions/checkout#1650</a></li>
</ul>
<h2>v4.1.2</h2>
<ul>
<li>Fix: Disable sparse checkout whenever <code>sparse-checkout</code>
option is not present <a
href="https://github.com/dscho"><code>@​dscho</code></a> in <a
href="https://redirect.github.com/actions/checkout/pull/1598">actions/checkout#1598</a></li>
</ul>
<h2>v4.1.1</h2>
<ul>
<li>Correct link to GitHub Docs by <a
href="https://github.com/peterbe"><code>@​peterbe</code></a> in <a
href="https://redirect.github.com/actions/checkout/pull/1511">actions/checkout#1511</a></li>
<li>Link to release page from what's new section by <a
href="https://github.com/cory-miller"><code>@​cory-miller</code></a> in
<a
href="https://redirect.github.com/actions/checkout/pull/1514">actions/checkout#1514</a></li>
</ul>
<h2>v4.1.0</h2>
<ul>
<li><a href="https://redirect.github.com/actions/checkout/pull/1396">Add
support for partial checkout filters</a></li>
</ul>
<!-- raw HTML omitted -->
</blockquote>
<p>... (truncated)</p>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/actions/checkout/commit/11bd71901bbe5b1630ceea73d27597364c9af683"><code>11bd719</code></a>
Prepare 4.2.2 Release (<a
href="https://redirect.github.com/actions/checkout/issues/1953">#1953</a>)</li>
<li><a
href="https://github.com/actions/checkout/commit/e3d2460bbb42d7710191569f88069044cfb9d8cf"><code>e3d2460</code></a>
Expand unit test coverage (<a
href="https://redirect.github.com/actions/checkout/issues/1946">#1946</a>)</li>
<li><a
href="https://github.com/actions/checkout/commit/163217dfcd28294438ea1c1c149cfaf66eec283e"><code>163217d</code></a>
<code>url-helper.ts</code> now leverages well-known environment
variables. (<a
href="https://redirect.github.com/actions/checkout/issues/1941">#1941</a>)</li>
<li><a
href="https://github.com/actions/checkout/commit/eef61447b9ff4aafe5dcd4e0bbf5d482be7e7871"><code>eef6144</code></a>
Prepare 4.2.1 release (<a
href="https://redirect.github.com/actions/checkout/issues/1925">#1925</a>)</li>
<li><a
href="https://github.com/actions/checkout/commit/6b42224f41ee5dfe5395e27c8b2746f1f9955030"><code>6b42224</code></a>
Add workflow file for publishing releases to immutable action package
(<a
href="https://redirect.github.com/actions/checkout/issues/1919">#1919</a>)</li>
<li><a
href="https://github.com/actions/checkout/commit/de5a000abf73b6f4965bd1bcdf8f8d94a56ea815"><code>de5a000</code></a>
Check out other refs/* by commit if provided, fall back to ref (<a
href="https://redirect.github.com/actions/checkout/issues/1924">#1924</a>)</li>
<li><a
href="https://github.com/actions/checkout/commit/d632683dd7b4114ad314bca15554477dd762a938"><code>d632683</code></a>
Prepare 4.2.0 release (<a
href="https://redirect.github.com/actions/checkout/issues/1878">#1878</a>)</li>
<li><a
href="https://github.com/actions/checkout/commit/6d193bf28034eafb982f37bd894289fe649468fc"><code>6d193bf</code></a>
Bump braces from 3.0.2 to 3.0.3 (<a
href="https://redirect.github.com/actions/checkout/issues/1777">#1777</a>)</li>
<li><a
href="https://github.com/actions/checkout/commit/db0cee9a514becbbd4a101a5fbbbf47865ee316c"><code>db0cee9</code></a>
Bump the minor-npm-dependencies group across 1 directory with 4 updates
(<a
href="https://redirect.github.com/actions/checkout/issues/1872">#1872</a>)</li>
<li><a
href="https://github.com/actions/checkout/commit/b6849436894e144dbce29d7d7fda2ae3bf9d8365"><code>b684943</code></a>
Add Ref and Commit outputs (<a
href="https://redirect.github.com/actions/checkout/issues/1180">#1180</a>)</li>
<li>Additional commits viewable in <a
href="https://github.com/actions/checkout/compare/v4.1.7...11bd71901bbe5b1630ceea73d27597364c9af683">compare
view</a></li>
</ul>
</details>
<br />


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You can trigger Dependabot actions by commenting on this PR:
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Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

…6450)" (#27211)

This reverts commit 03aaa41.

### Tickets:
 - *[155861](https://jira.devtools.intel.com/browse/CVS-155861)*

### Details:
 - *Add `nhwc` layout support for shl eltwise executor*
 - *Enable some tests with `nhwc` layout*

### Tickets:
 - *N/A*

Currently the tests have weightless caching enabled, but the models
tested contain no constants eligible for weightless caching. This fixes
the situation.

To elaborate - all the models have f32 dtype constants by default. In
these particular models all of the constants which would otherwise be
eligible for weightless caching undergo some precision transformation
which invalidates this eligibilty. The PR changes the dtype of the
constants to prevent that and deletes the models which contain no
constants eligible for weightless caching even after the dtype change.

### Details:
- Implements ov::device::LUID property in npu_plugin (works on windows
only)

### Tickets:
 - EISW-140889

### Details:
- Add support for non-constant scale input, as the current Paged
Attention specification does not require this value to be strictly
constant

#27180)

### Details:
- Fix issue reported by MSVC `Assertion failed: vector subscript out of
range` by skip accessing not existing parameters in
`RemoveMultiSubGraphOpDanglingParamsResults` transformation.

### Tickets:
 - CVS-155258

### Details:
 - `std::vector` initialized with actual size needed.

### Tickets:
 - CVS-155037

### Details:
 - Added support for SearchSorted op with unittest.

### Tickets:
 - *[CVS-154559](https://jira.devtools.intel.com/browse/CVS-154559)*

Depends on: 
 - #26958
 - #27036

---------

Signed-off-by: Kazantsev, Roman <roman.kazantsev@intel.com>
Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: Michal Lukaszewski <michal.lukaszewski@intel.com>
Co-authored-by: Pawel Raasz <pawel.raasz@intel.com>
Co-authored-by: Andrey Babushkin <andrey.babushkin@intel.com>
Co-authored-by: Alicja Miloszewska <alicja.miloszewska@intel.com>
Co-authored-by: Bogdan Pereanu <bogdan.pereanu@intel.com>
Co-authored-by: Karol Blaszczak <karol.blaszczak@intel.com>
Co-authored-by: Tatiana Savina <tatiana.savina@intel.com>
Co-authored-by: Anastasiya(Asya) Pronina <anastasiya.pronina@intel.com>
Co-authored-by: Dmitry Matveev <dmitry.matveev@intel.com>
Co-authored-by: Andrei Beleiu <andrei-marin.beleiu@intel.com>
Co-authored-by: Andrew Kwangwoong Park <andrew.park@intel.com>
Co-authored-by: Roman Kazantsev <roman.kazantsev@intel.com>
Co-authored-by: Pavel Durandin <pavel.durandin@intel.com>
Co-authored-by: Alexey Smirnov <alexey.smirnov@intel.com>
Co-authored-by: Hubert Błaszczyk <56601011+hub-bla@users.noreply.github.com>
Co-authored-by: Vladimir Paramuzov <vladimir.paramuzov@intel.com>
Co-authored-by: Sergey Shlyapnikov <sergey.shlyapnikov@intel.com>
Co-authored-by: Ivan Tikhonov <ivan.tikhonov@intel.com>
Co-authored-by: Andrzej Kopytko <andrzejx.kopytko@intel.com>
Co-authored-by: Sebastian Golebiewski <sebastianx.golebiewski@intel.com>
Co-authored-by: Alina Kladieva <alina.kladieva@intel.com>
Co-authored-by: Ilya Lavrenov <ilya.lavrenov@intel.com>
Co-authored-by: Maxim Vafin <maxim.vafin@intel.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: Mateusz Mikolajczyk <mateusz.mikolajczyk@intel.com>

Creating an article with use case scenarios for using OpenVINO GenAI.
This PR addresses the following

JIRA ticket: CVS-153319

---------

Co-authored-by: Karol Blaszczak <karol.blaszczak@intel.com>

### Details:
 - *[PyOV] Extend Python API with SearchSorted-15*
 - *...*

### Tickets:
 - *CVS-155961*

### Details:
- OpenCV is NPU dependency only for single-image-test and protopipe.
Since both NPU tools has moved to OpenVINO, for easier synchronization,
we need to version OpenCV in OpenVINO NPU project

### Tickets:
 - E-143100

### Details:
 - *requirements.txt from pytorch hub tests are unused after #26856 *

### Tickets:
 - *CVS-155878*

Based on openvinotoolkit/openvino.genai#814

Replacement for #27171

JIRA CVS-155558

### Details:
- Allow checking impls cache & running async compile when primitive
shape is changed to improve the performance

### Tickets:
 - *CVS-155869*

…lugin (#27162)

This PR is an implementation of an idea requested in this discussion:
#25731 (comment).

### Details:
- set LPT callbacks to handle compression and avoid constant folding for
it (taken from #20973)
 - Allow u8/i8 output data type for compressed onednn FC
- Disable Dequantize propagation through Transpose if it's a dependency
of SDPA to keep Transpose+SDPA fusion

### Details:
- Added a jit_greater_emitter derived class in
aarch64/jit_eltwise_emitters
- Created entry Algorithm::EltwiseGreater in the
get_supported_precisions in nodes/kernels/aarch64
- Add the EltwiseGreater entry in the aarch64 executors supported
algorithms

### Tickets:
- Closes: #24421

Signed-off-by: Nashez Zubair <nashezzubair@gmail.com>

### Details:
 - Made ref impl parallel. Scaling is done via values space.

### Tickets:
 - *CVS-155707*

Co-authored-by: Michal Lukaszewski <michal.lukaszewski@intel.com>

Bumps [actions/cache](https://github.com/actions/cache) from 4.1.1 to
4.1.2.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/actions/cache/releases">actions/cache's
releases</a>.</em></p>
<blockquote>
<h2>v4.1.2</h2>
<h2>What's Changed</h2>
<ul>
<li>Add Bun example by <a
href="https://github.com/idleberg"><code>@​idleberg</code></a> in <a
href="https://redirect.github.com/actions/cache/pull/1456">actions/cache#1456</a></li>
<li>Revise <code>isGhes</code> logic by <a
href="https://github.com/jww3"><code>@​jww3</code></a> in <a
href="https://redirect.github.com/actions/cache/pull/1474">actions/cache#1474</a></li>
<li>Bump braces from 3.0.2 to 3.0.3 by <a
href="https://github.com/dependabot"><code>@​dependabot</code></a> in <a
href="https://redirect.github.com/actions/cache/pull/1475">actions/cache#1475</a></li>
<li>Add dependabot.yml to enable automatic dependency upgrades by <a
href="https://github.com/Link"><code>@​Link</code></a>- in <a
href="https://redirect.github.com/actions/cache/pull/1476">actions/cache#1476</a></li>
<li>Bump actions/checkout from 3 to 4 by <a
href="https://github.com/dependabot"><code>@​dependabot</code></a> in <a
href="https://redirect.github.com/actions/cache/pull/1478">actions/cache#1478</a></li>
<li>Bump actions/stale from 3 to 9 by <a
href="https://github.com/dependabot"><code>@​dependabot</code></a> in <a
href="https://redirect.github.com/actions/cache/pull/1479">actions/cache#1479</a></li>
<li>Bump github/codeql-action from 2 to 3 by <a
href="https://github.com/dependabot"><code>@​dependabot</code></a> in <a
href="https://redirect.github.com/actions/cache/pull/1483">actions/cache#1483</a></li>
<li>Bump actions/setup-node from 3 to 4 by <a
href="https://github.com/dependabot"><code>@​dependabot</code></a> in <a
href="https://redirect.github.com/actions/cache/pull/1481">actions/cache#1481</a></li>
<li>Prepare <code>4.1.2</code> release by <a
href="https://github.com/Link"><code>@​Link</code></a>- in <a
href="https://redirect.github.com/actions/cache/pull/1477">actions/cache#1477</a></li>
</ul>
<h2>New Contributors</h2>
<ul>
<li><a href="https://github.com/idleberg"><code>@​idleberg</code></a>
made their first contribution in <a
href="https://redirect.github.com/actions/cache/pull/1456">actions/cache#1456</a></li>
<li><a href="https://github.com/jww3"><code>@​jww3</code></a> made their
first contribution in <a
href="https://redirect.github.com/actions/cache/pull/1474">actions/cache#1474</a></li>
<li><a href="https://github.com/Link"><code>@​Link</code></a>- made
their first contribution in <a
href="https://redirect.github.com/actions/cache/pull/1476">actions/cache#1476</a></li>
</ul>
<p><strong>Full Changelog</strong>: <a
href="https://github.com/actions/cache/compare/v4...v4.1.2">https://github.com/actions/cache/compare/v4...v4.1.2</a></p>
</blockquote>
</details>
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a
href="https://github.com/actions/cache/blob/main/RELEASES.md">actions/cache's
changelog</a>.</em></p>
<blockquote>
<h1>Releases</h1>
<h3>4.1.2</h3>
<ul>
<li>Add GitHub Enterprise Cloud instances hostname filters to inform API
endpoint choices - <a
href="https://redirect.github.com/actions/cache/pull/1474">#1474</a></li>
<li>Security fix: Bump braces from 3.0.2 to 3.0.3 - <a
href="https://redirect.github.com/actions/cache/pull/1475">#1475</a></li>
</ul>
<h3>4.1.1</h3>
<ul>
<li>Restore original behavior of <code>cache-hit</code> output - <a
href="https://redirect.github.com/actions/cache/pull/1467">#1467</a></li>
</ul>
<h3>4.1.0</h3>
<ul>
<li>Ensure <code>cache-hit</code> output is set when a cache is missed -
<a
href="https://redirect.github.com/actions/cache/pull/1404">#1404</a></li>
<li>Deprecate <code>save-always</code> input - <a
href="https://redirect.github.com/actions/cache/pull/1452">#1452</a></li>
</ul>
<h3>4.0.2</h3>
<ul>
<li>Fixed restore <code>fail-on-cache-miss</code> not working.</li>
</ul>
<h3>4.0.1</h3>
<ul>
<li>Updated <code>isGhes</code> check</li>
</ul>
<h3>4.0.0</h3>
<ul>
<li>Updated minimum runner version support from node 12 -&gt; node
20</li>
</ul>
<h3>3.3.3</h3>
<ul>
<li>Updates <code>@​actions/cache</code> to v3.2.3 to fix accidental
mutated path arguments to <code>getCacheVersion</code> <a
href="https://redirect.github.com/actions/toolkit/pull/1378">actions/toolkit#1378</a></li>
<li>Additional audit fixes of npm package(s)</li>
</ul>
<h3>3.3.2</h3>
<ul>
<li>Fixes bug with Azure SDK causing blob downloads to get stuck.</li>
</ul>
<h3>3.3.1</h3>
<ul>
<li>Reduced segment size to 128MB and segment timeout to 10 minutes to
fail fast in case the cache download is stuck.</li>
</ul>
<h3>3.3.0</h3>
<ul>
<li>Added option to lookup cache without downloading it.</li>
</ul>
<h3>3.2.6</h3>
<ul>
<li>Fix zstd not being used after zstd version upgrade to 1.5.4 on
hosted runners.</li>
</ul>
<h3>3.2.5</h3>
<!-- raw HTML omitted -->
</blockquote>
<p>... (truncated)</p>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/actions/cache/commit/6849a6489940f00c2f30c0fb92c6274307ccb58a"><code>6849a64</code></a>
Release 4.1.2 <a
href="https://redirect.github.com/actions/cache/issues/1477">#1477</a></li>
<li><a
href="https://github.com/actions/cache/commit/5a1720c49e91718f5d0ce7f154997c93e0f6159a"><code>5a1720c</code></a>
Merge branch 'Link-/prep-4.1.2' of <a
href="https://github.com/actions/cache">https://github.com/actions/cache</a>
into Link...</li>
<li><a
href="https://github.com/actions/cache/commit/d9fef48d24d529bac46adcc1e42f49649de07ca9"><code>d9fef48</code></a>
Merge branch 'main' into Link-/prep-4.1.2</li>
<li><a
href="https://github.com/actions/cache/commit/a50e8d027b022a55ef85ffa721ebd97d2b22bcda"><code>a50e8d0</code></a>
Merge branch 'main' into Link-/prep-4.1.2</li>
<li><a
href="https://github.com/actions/cache/commit/acc9ae5c1401b6c072a7c89ff4c48ea7e30f4dbf"><code>acc9ae5</code></a>
Merge pull request <a
href="https://redirect.github.com/actions/cache/issues/1481">#1481</a>
from actions/dependabot/github_actions/actions/setup...</li>
<li><a
href="https://github.com/actions/cache/commit/1ea5f18c31265ef251b3eb51ce8b857be5e7b044"><code>1ea5f18</code></a>
Merge branch 'main' into Link-/prep-4.1.2</li>
<li><a
href="https://github.com/actions/cache/commit/cc679ff3baee71867c711040a5c21af61b262806"><code>cc679ff</code></a>
Merge branch 'main' into
dependabot/github_actions/actions/setup-node-4</li>
<li><a
href="https://github.com/actions/cache/commit/366d43d6f8aa1f3e5d28b2c98959d557d78ffa3f"><code>366d43d</code></a>
Merge pull request <a
href="https://redirect.github.com/actions/cache/issues/1483">#1483</a>
from actions/dependabot/github_actions/github/codeql...</li>
<li><a
href="https://github.com/actions/cache/commit/02bf31969bcc471fd5f91b5896ae17beb0973413"><code>02bf319</code></a>
Bump github/codeql-action from 2 to 3</li>
<li><a
href="https://github.com/actions/cache/commit/6f6220be5af96ba6940aca960265218cae17e8fd"><code>6f6220b</code></a>
Merge branch 'main' into
dependabot/github_actions/actions/setup-node-4</li>
<li>Additional commits viewable in <a
href="https://github.com/actions/cache/compare/3624ceb22c1c5a301c8db4169662070a689d9ea8...6849a6489940f00c2f30c0fb92c6274307ccb58a">compare
view</a></li>
</ul>
</details>
<br />


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You can trigger Dependabot actions by commenting on this PR:
- `@dependabot rebase` will rebase this PR
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</details>

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

### Details:
- [torch.compile] Added translation decompression subgraph to u4 in
`translate_stack_fx`
- [torch.compile] Added capture NNCF INT4 decompression patterns in
`make_partitions`
- [pytorch frontend] Added ov::frontend::pytorch::pass::U4ConvertReshape
transformation to support NNCF INT4 decompression patterns

![U4ConvertReshape](https://github.com/user-attachments/assets/b25d5e89-047d-4ee6-a850-45e87fad66f8)

- Updated `u4_compression_stack` transformation to support Torch FX
flow.

### Tickets:
 - ref: 153918

- update cmake to add xe3
- update onednn rls-v3.7-pc

### Tickets:
 - 155619

### Details:
- *Introduced `LoraSubgraph` operation, which is used for LoRA subgraphs
fusion for further optimizations (for the details, please refer to the
description in the header)*
 - *Introduced `LoraSubgraphFusion` pass*
 - *The changes are covered by transformation tests*

### Tickets:
 - *CVS-153035*
 - *CVS-155112*

### Details:
 - Switched to ONNX 1.17.0

### Tickets:
 - N/A

… node (#27001)

### Details:
- to use AMX-INT8 to boost performance of QKV/MLP layers in LLM, we need
dynamic per-token INT8 quantization according to many research papers
(SmoothQuant for example) and reference implementations (xFT for
example), here we add the support, when following conditions are met:
   - platform support AMX-INT8 
   - QKV&MLP weights are symmetrically per-OC quantized as INT8

- add AMX-FP16 support to QKV/MLP layers on GNR platform.
- optimize single batch 2nd token special case.

### Tickets:
 - *ticket-id*

---------

Signed-off-by: Luo Cheng <cheng.luo@intel.com>
Co-authored-by: Luo Cheng <cheng.luo@intel.com>

### Details:
 - Finalize Opset15 with remaining ops
 - Update python api, opset15_tbl and docs

### Tickets:
 - 138273

---------

Co-authored-by: Sebastian Golebiewski <sebastianx.golebiewski@intel.com>
Co-authored-by: Michal Lukaszewski <michal.lukaszewski@intel.com>

### Details:
- Fixed issue: empty `arm_compute::WeightsInfo` was passed into
`has_opt_impl`, so preferred weight format was never selected.
- Performance improved: ACL reorder, transpose and convert were replaced
with oneDNN primitives.

TODO:
- [x] Run performance checks

### Tickets:
 - CVS-155912

#27243)

### Details:
- SharedOpOptimization: optimization keeps the same topological order.
It allows for seamless optimization in one run over the model
- OptimizeSymbolsUsedAsValues: partial values containing symbols and
constant values are now participating in the value optimization too
 - Continuation of  PR 27153 to fix tests

### Tickets:
 - N/A

### Related PR:
- #27153

---------

Co-authored-by: Evgeniia Nugmanova <evgeniia.nugmanova@intel.com>

### Details:
- The problem is that for different networks the number of NPUW's
detected block may be different and it is hard to tell what the last
block number will be. Now 'last' option can be used to tell NPUW to dump
tail block without setting specific number.

### Tickets:
 - E-139857

… platforms (#26921)

**Details:** Stabilize tests for RandomUniform and RandomUniformInt on
all platforms

**Ticket:** TBD

---------

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

### Details:
 - `py` package has a high CVE on it
 - it's also in maintenance mode
- there are seemingly no usages of that package in the codebase, so it
can be dropped
 - let's wait for CI results to confirm

### Tickets:
 - CVS-156002

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

### Tickets:
 - *ticket-id*

### Details:
 - winmm is Windows only dependency

### Tickets:
 - E-144853

### Details:
 - Added new section with security badges
### Tickets:
 - 155982

…tensor (#27239)

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

### Tickets:
 - *ticket-id*

### Details:
- *Included explanation about python wheels and the wheels built by
OpenVINO. Updated the Linux build example to include cloning the repo
that was missing earlier*

### Tickets:
 - *22017*

---------

Co-authored-by: Ilya Lavrenov <ilya.lavrenov@intel.com>
Co-authored-by: Mikhail Ryzhov <mikhail.ryzhov@intel.com>
Co-authored-by: Tatiana Savina <tatiana.savina@intel.com>

### Details:
 - Fixed Debug build by setting the right build_type
 -  Skipped long functional tests 
 - skipped failed tests

### Tickets:
 - *155031*

### Details:
- no need to build dynamic yaml-cpp library. Overlooked while moving it
from npu project
https://github.com/openvinotoolkit/npu_plugin/blob/develop/thirdparty/CMakeLists.txt#L27
 - before 
 ```
Creating library
C:/Users/mdoronin/work/openvino/bin/intel64/Release/yaml-cpp.lib and
object C:/Users/mdoronin/work/openvino/bin/intel64/Release/yaml-cpp.exp
yaml-cpp.vcxproj ->
C:\Users\mdoronin\work\openvino\bin\intel64\Release\yaml-cpp.dll
 ```
- after 
```
yaml-cpp.vcxproj -> C:\Users\mdoronin\work\openvino\bin\intel64\Release\yaml-cpp.lib
```

### Tickets:
 - *ticket-id*

### Details:
 - *Update timm to 1.0.11 and the model list accordingly*
- *Update marks in accordance with recent improvements in export
support*

### Tickets:
 - *ticket-id*

### Details:
 - Enablement of STFT op in CPU by ref impl
- Including support for dynamic shapes, and shape related inputs as
Parameters

** There is ongoing work to reuse RDFT Executor within STFT CPU impl.
Due to number of needed changes, decided to enable by ref first.

### Tickets:
 - 147161
 
 Related PR:
 - #27186

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

### Tickets:
 - *ticket-id*

### Details:
- *Document composability of different threading runtimes when running
inferences and other application logic on CPU device*
 - *Document threading impact for LLM with Optimum Intel API*

### Tickets:
 - *CVS-150542, CVS-145996*

---------

Signed-off-by: Chen, Peter <peter.chen@intel.com>
Co-authored-by: Tatiana Savina <tatiana.savina@intel.com>

### Details:
- *Mark OVHoldersTestOnImportedNetwork and OVClassQueryModelTest
mandatory for HW plugin and optional for meta-plugin*
 - *Remove the meta-plugin skipping in test cases*

### Tickets:
 - *CVS-130212*

---------

Signed-off-by: Chen, Peter <peter.chen@intel.com>
Co-authored-by: panhaiqi <haiqi.pan@intel.com>

### Details:
- In torch 2.5.0, pytorch is registering the backends from entrypoints
and we don't have to register the backend again. If we register it
twice, torch throws a duplicate registration error.

### Tickets:
 - *ticket-id*

…pytorch (#27255)

### Details:
- *`output` argument cannot be used for pytorch as it is unclear what
behavior is expected in this case.*

### Tickets:
 - *#26457 *

---------

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

### Details:
 - Support activation zero points for i32 in convolution onednn

### Tickets:
 - 155423

### Details:
- *Add "if" statement for loop unrolling in rms kernel to fix
Segmentation Fault in tiny-random-sd3 model*

### Tickets:
 - *CVS-152057*

### Details:
- *SHL library uses static global variables as flags and counters. It
means that multi-stream execution can be unsafe when SHL is used - there
can be data racing. The PR manually sets `streams = 1` to avoid possible
functional issues in tput scenario with using SHL*

### Tickets:
 - *N/A*

)

**Details:** Support TF 2.18 and JAX 0.4.35

**Ticket:** TBD

---------

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

…U toolchain (#27228)

### Details:
- *The [GNU toolchain for
RISC-V](https://github.com/riscv-collab/riscv-gnu-toolchain) now
supports RVV by default - ratified RVV1.0. All intrinsics have prefix
`__riscv64`. Some compilers (clang, llvm) can compile a code contained
intrinsics without this prefix (have overloaded functions). But GCC from
`riscv-gnu-toolchain` doesn't have them - so cannot compile max pooling
primitive from oneDNN. The fix in oneDNN* -
openvinotoolkit/oneDNN#265
- *Added one more option to cross-compile OpenVINO for riscv64 platforms
without RVV - using linux packages and new written cmake toolchain file*
- *Renamed `T-Head` to `Xuantie`*
- *Added the information about recommended build to tutorial*

### Tickets:
 - *N/A*

#27220)

### Details:
 - Remove direct `setup.py` calls from comments in cmake files
 - Change the docs building command in GHA
- Migrate Benchmark App wheel building command to use `python -m pip
wheel .`
- Since `openvino_dev` is deprecated and set to be removed soon anyway,
the `constraints.txt` file has been unpinned from Benchmark App
requirements. In my opinion this simplifies the code significantly with
no drawbacks, because `numpy` version for benchmark_app (the only
dependency) is not even specified in `constraints.txt`, which will soon
be removed.


### Tickets:
 - CVS-155956
 - CVS-155957

---------

Co-authored-by: Ilya Lavrenov <ilya.lavrenov@intel.com>

Bumps [actions/setup-node](https://github.com/actions/setup-node) from
4.0.4 to 4.1.0.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/actions/setup-node/releases">actions/setup-node's
releases</a>.</em></p>
<blockquote>
<h2>v4.1.0</h2>
<h2>What's Changed</h2>
<ul>
<li>Resolve High Security Alerts by upgrading Dependencies by <a
href="https://github.com/aparnajyothi-y"><code>@​aparnajyothi-y</code></a>
in <a
href="https://redirect.github.com/actions/setup-node/pull/1132">actions/setup-node#1132</a></li>
<li>Upgrade IA Publish by <a
href="https://github.com/Jcambass"><code>@​Jcambass</code></a> in <a
href="https://redirect.github.com/actions/setup-node/pull/1134">actions/setup-node#1134</a></li>
<li>Revise <code>isGhes</code> logic by <a
href="https://github.com/jww3"><code>@​jww3</code></a> in <a
href="https://redirect.github.com/actions/setup-node/pull/1148">actions/setup-node#1148</a></li>
<li>Add architecture to cache key by <a
href="https://github.com/pengx17"><code>@​pengx17</code></a> in <a
href="https://redirect.github.com/actions/setup-node/pull/843">actions/setup-node#843</a>
This addresses issues with caching by adding the architecture (arch) to
the cache key, ensuring that cache keys are accurate to prevent
conflicts.
Note: This change may break previous cache keys as they will no longer
be compatible with the new format.</li>
</ul>
<h2>New Contributors</h2>
<ul>
<li><a href="https://github.com/jww3"><code>@​jww3</code></a> made their
first contribution in <a
href="https://redirect.github.com/actions/setup-node/pull/1148">actions/setup-node#1148</a></li>
<li><a href="https://github.com/pengx17"><code>@​pengx17</code></a> made
their first contribution in <a
href="https://redirect.github.com/actions/setup-node/pull/843">actions/setup-node#843</a></li>
</ul>
<p><strong>Full Changelog</strong>: <a
href="https://github.com/actions/setup-node/compare/v4...v4.1.0">https://github.com/actions/setup-node/compare/v4...v4.1.0</a></p>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/actions/setup-node/commit/39370e3970a6d050c480ffad4ff0ed4d3fdee5af"><code>39370e3</code></a>
fix: add arch to cached path (<a
href="https://redirect.github.com/actions/setup-node/issues/843">#843</a>)</li>
<li><a
href="https://github.com/actions/setup-node/commit/abb238b1313d8ef4d3e3a96d204e08329cafbf85"><code>abb238b</code></a>
Revise <code>isGhes</code> logic (<a
href="https://redirect.github.com/actions/setup-node/issues/1148">#1148</a>)</li>
<li><a
href="https://github.com/actions/setup-node/commit/aca7b64a59c0063db8564e0ffdadd3887f1cbae5"><code>aca7b64</code></a>
Merge pull request <a
href="https://redirect.github.com/actions/setup-node/issues/1134">#1134</a>
from actions/Jcambass-patch-1</li>
<li><a
href="https://github.com/actions/setup-node/commit/88de2a3d99c13aa734c49200e8bc673fb0a80ab8"><code>88de2a3</code></a>
Resolve High Security Alerts by upgrading Dependencies (<a
href="https://redirect.github.com/actions/setup-node/issues/1132">#1132</a>)</li>
<li><a
href="https://github.com/actions/setup-node/commit/d6ebc7b438e9cf1b22a3c440a164b179ed0e37d6"><code>d6ebc7b</code></a>
Upgrade IA Publish</li>
<li>See full diff in <a
href="https://github.com/actions/setup-node/compare/0a44ba7841725637a19e28fa30b79a866c81b0a6...39370e3970a6d050c480ffad4ff0ed4d3fdee5af">compare
view</a></li>
</ul>
</details>
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### Details:
 -  Pytorch FE enablement of STFT op
- This PR contains STFT CPU enablement changes (to be merged first),
please review pytorch related changes only within this PR:
 src/frontends/pytorch/src/op/stft.cpp + test_stft.py

### Tickets:
 - 155166, 143017
 
 Related PR:
 - #27137

---------

Co-authored-by: Michal Lukaszewski <michal.lukaszewski@intel.com>

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

### Tickets:
 - *ticket-id*

Bumps [actions/setup-python](https://github.com/actions/setup-python)
from 5.2.0 to 5.3.0.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/actions/setup-python/releases">actions/setup-python's
releases</a>.</em></p>
<blockquote>
<h2>v5.3.0</h2>
<h2>What's Changed</h2>
<ul>
<li>Add workflow file for publishing releases to immutable action
package by <a
href="https://github.com/Jcambass"><code>@​Jcambass</code></a> in <a
href="https://redirect.github.com/actions/setup-python/pull/941">actions/setup-python#941</a></li>
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<h3>Bug Fixes:</h3>
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<li>Normalise Line Endings to Ensure Cross-Platform Consistency by <a
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<li>Revise <code>isGhes</code> logic by <a
href="https://github.com/jww3"><code>@​jww3</code></a> in <a
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Enhance workflows: Add macOS 13 support, upgrade publish-action, and
update d...</li>
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href="https://github.com/actions/setup-python/commit/9c76e716502b18322365741b762fee22a8cffad8"><code>9c76e71</code></a>
Bump pillow from 7.2 to 10.2.0 in /<strong>tests</strong>/data (<a
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Bump default versions to latest (<a
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<li><a
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Merge pull request <a
href="https://redirect.github.com/actions/setup-python/issues/943">#943</a>
from actions/Jcambass-patch-1</li>
<li><a
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Upgrade IA publish</li>
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### Details:
 - Previously GeLU Tanh was supported only for x * (0.5 * (1 + tanh))
 - Support pattern with (x * 0.5) * (1 + tanh)) too.

### Tickets:
 - 155576

… /src/bindings/python (#27268)

Updates the requirements on
[flake8-comprehensions](https://github.com/adamchainz/flake8-comprehensions)
to permit the latest version.
<details>
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<blockquote>
<h2>3.16.0 (2024-10-27)</h2>
<ul>
<li>
<p>Drop Python 3.8 support.</p>
</li>
<li>
<p>Support Python 3.13.</p>
</li>
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<h2>3.15.0 (2024-06-29)</h2>
<ul>
<li>
<p>Add rule C420 to check for dict comprehensions with constant values,
encouraging replacement with <code>dict.fromkeys()</code>.</p>
<p>Thanks to Tom Kuson in <code>PR
[#553](adamchainz/flake8-comprehensions#553)
&lt;https://github.com/adamchainz/flake8-comprehensions/pull/553&gt;</code>__.</p>
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<h2>3.14.0 (2023-07-10)</h2>
<ul>
<li>Drop Python 3.7 support.</li>
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<h2>3.13.0 (2023-06-15)</h2>
<ul>
<li>Support Python 3.12.</li>
</ul>
<h2>3.12.0 (2023-04-13)</h2>
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</li>
<li>
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<h2>3.11.1 (2023-03-21)</h2>
<ul>
<li>
<p>Fix false positives in C406 “unnecessary dict literal”.</p>
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&lt;https://github.com/adamchainz/flake8-comprehensions/issues/260&gt;</code>__.</p>
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<h2>3.11.0 (2023-03-18)</h2>
<ul>
<li>
<p>Expand C416 to <code>dict</code> comprehensions.</p>
<p>Thanks to Aaron Gokaslan in <code>PR
[#490](adamchainz/flake8-comprehensions#490)
&lt;https://github.com/adamchainz/flake8-comprehensions/pull/490&gt;</code>__.</p>
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<h2>3.10.1 (2022-10-29)</h2>
<ul>
<li>Fix false positive in rules C402 and C404 for <code>dict()</code>
calls with keyword arguments.</li>
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<li><a
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Version 3.16.0</li>
<li><a
href="https://github.com/adamchainz/flake8-comprehensions/commit/bd8b05591006538f60602403dc2448e0c9c4f12d"><code>bd8b055</code></a>
Drop Python 3.8 support (<a
href="https://redirect.github.com/adamchainz/flake8-comprehensions/issues/600">#600</a>)</li>
<li><a
href="https://github.com/adamchainz/flake8-comprehensions/commit/cfba30c175ddc41f2a43a94cbffac013b9fccac1"><code>cfba30c</code></a>
Add automated release process (<a
href="https://redirect.github.com/adamchainz/flake8-comprehensions/issues/601">#601</a>)</li>
<li><a
href="https://github.com/adamchainz/flake8-comprehensions/commit/e49e753e5661e17a553d14a610f0807152d9f843"><code>e49e753</code></a>
[pre-commit.ci] pre-commit autoupdate (<a
href="https://redirect.github.com/adamchainz/flake8-comprehensions/issues/599">#599</a>)</li>
<li><a
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Bump astral-sh/setup-uv from 1 to 3 in the github-actions group (<a
href="https://redirect.github.com/adamchainz/flake8-comprehensions/issues/598">#598</a>)</li>
<li><a
href="https://github.com/adamchainz/flake8-comprehensions/commit/a7842a644ff573e5d567b52332fb5cb27889adaf"><code>a7842a6</code></a>
Support Python 3.13 (<a
href="https://redirect.github.com/adamchainz/flake8-comprehensions/issues/597">#597</a>)</li>
<li><a
href="https://github.com/adamchainz/flake8-comprehensions/commit/7df8477e2b055fdc1fd0ae51f2bed75152e54c8a"><code>7df8477</code></a>
Upgrade requirements (<a
href="https://redirect.github.com/adamchainz/flake8-comprehensions/issues/596">#596</a>)</li>
<li><a
href="https://github.com/adamchainz/flake8-comprehensions/commit/4272785a82e6603fac06c67ef9457d2a9a88550e"><code>4272785</code></a>
Use uv on GitHub Actions (<a
href="https://redirect.github.com/adamchainz/flake8-comprehensions/issues/595">#595</a>)</li>
<li><a
href="https://github.com/adamchainz/flake8-comprehensions/commit/a03d78f1845b6b3034f39b08eda3fba47af20fa7"><code>a03d78f</code></a>
Move automatic updates to monthly</li>
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[pre-commit.ci] pre-commit autoupdate (<a
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…7095)

### Details:
- *use ze_graph_dditable_ext_t to replace local
ze_graph_dditable_ext_last_t*
- *use ze_graph_ext_version_t as template parameter instead of
ze_graph_dditable_ext_1_x*
 - *update commit of level-zero-ext to use one ddi table*

Plugin with current driver and driver released later, will use
ze_graph_dditable_ext_t and ZE_extension_graph, the version is
ZE_GRAPH_EXT_VERSION_CURRENT inside current level-zero-ext commit, 1.8
now

Plugin with old driver, will use ze_graph_dditable_ext_t to reinterpret
old ddi table, use largest version supported by driver, , backend work
on ze_graph_ext_version_t, compiler will work based on
ze_graph_ext_version_t. Fpr example, largest ext version supported by
driver is 1.7. plugin will use 1.7.

### Tickets:
 - *155313*

port: #27254

### Details:
- *Select GPU implementation for reorder in shape flow with blocked
output format.*
- *Ensure CPU implementation waits for GPU kernel execution to finish
when using GPU output as input.*

### Tickets:
 - *155116*

…7274)

### Details:
- Extend STFT op and ref to support 1D signal input (including CPU, as
currently it uses ref impl)
- Less code is needed to support such case natively than subgraph for
proper Squeeze/Unsqueeze logic
- For 1D signal enablement minor changes in shape_infer and ref impl
have been added
 (all of the other updated files are tests):
   * src/core/reference/src/op/stft.cpp 
   * src/core/shape_inference/include/stft_shape_inference.hpp
  - Xfail for 1D stft case for PT FE has been removed, the test passed
  
  ---------------------------------
  PR for spec update will be provided separately (in progress).
 
### Tickets:
 - 155996

…e in ConvertPrecision (#27231)

[TRANSFORMATIONS] Check if Select is 'relaxed' only if 0th input is not
boolean in ConvertPrecision

The ConvertPrecision transformation wraps Select node (its 0th input in
particular) into RelaxedType to accept tensors with other element types
than boolean. Add a check to perform the appearance of RelaxedType only
if the 0th input is not boolean.

Tickets:
	* CVS-155745
	* CVS-155990

Signed-off-by: Andrii Staikov <andrii.staikov@intel.com>

---------

Signed-off-by: Andrii Staikov <andrii.staikov@intel.com>

### Details:
This PR enables KV-cache compression support
Currently, it supports only combinations of the following
configurations:
* Data types: INT8_SYM / INT8_ASYM
* Modes: per-token (quantization of `num_heads * head_size` in a single
group) / per-token-per-head (quantization of each `head_size` group for
each head per token)

### Tickets:
 - *ticket-id*

### Details:
 - *Support `aten::lerp` and `aten::lerp_`*

### Tickets:
 - *CVS-156191*

…ort (#27278)

### Details:
 - Update STFT-15 spec to describe 1D signal input support
 - Add more representative examples
 - Fix "transpose_frames" attr name typo

### Tickets:
 - 155996

Related PR for implementation:
- #27274

For easier usage in 3rd-party repos

Signed-off-by: Alina Kladieva <alina.kladieva@intel.com>

**Details:** It helps to convert some TF models out-of-the-box with
static rank tensors that are required by plugins for inference.

**Ticket:** 156204

---------

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

### Details:
 - *Align SearchSorted tensor/attribute names with ones used in core*
 - *Minor improvements for descriptions*
 - *Fix SliceScatter missing opset number*

### Tickets:
 - *ticket-id*

### Details:
- *Function `parallel_get_max_threads()` may returns ether core number
or threads number. That can affect buffers access which size depends on
threads number.*
 - *...*

### Tickets:
 - *152606*

---------

Co-authored-by: Ilya Lavrenov <ilya.lavrenov@intel.com>

### Details:
In direct ReadValue->Assign pairs the Assign node is practically useless
as there are no other layers that might modify data in between.
Therefore, it does make sense to remove corresponding MemoryOutput nodes
to eliminate additional overheads on their processing.

### Tickets:
 - CVS-153035
 - CVS-155112

### Details:
 - Enabling test building by setting {ENABLE_TEST=ON}

### Tickets:
 - 149906

---------

Co-authored-by: Ilya Lavrenov <ilya.lavrenov@intel.com>

### Details:
- Bugfix in zero_device to return correct maximum allocable memory size
in NPU_DEVICE_TOTAL_MEM_SIZE property.
 - For old drivers we return hardcoded 2GB value (compiler limitation)
 - For graph_ext 1.8 windows drivers we just convert KB to B
 - For graph_ext >1.9 drivers we return values from driver as is

### Tickets:
 - *EISW-143246*

… are many sync nodes (#27280)

### Details:
If there are too many sync nodes in a model, it's not beneficial to run
UpdateShapes and PrepairParams stages in parallel as the parallel tasks
spawning/synchronization overheads outweigh the performance gain of the
parallel execution. As a quantitative characteristic that defines the
boundary between parallel and sequential node processing strategy, we
use the ratio between the total number of nodes and the number of
synchronous nodes.

### Tickets:
- CVS-153035
- CVS-155112

…x fp16 kernel (#27085)

### Details:
- *enable channel first format support for rank=3 Deconv to use amx fp16
kernel to benefit model performance on GNR, e.g. hifigan*
 - *fix acl_convert UNKNOWN DataLayout accuracy issues*

### Tickets:
 - *153089*

### Details:
 - Fixes ARM test overflow for Multiple Query SDP.

### Details:
- *Disable `lerp_` test for `torch.export` on older versions of `torch`*

### Tickets:
 - *CVS-156278*

Signed-off-by: Maxim Vafin <maxim.vafin@intel.com>

### Details:
To minimize the overheads on the LoRA subgraph operation processing
(shape update, memory allocation, etc.) it does make sense to merge such
subgraphs into a specific LoRA macro operation, which may exploit some
LoRA properties to optimize performance.

### Tickets:
 - CVS-153035
 - CVS-155112

…x86 (#27295)

**Details:** Update tensorflow-text version and fix jax version for
MacOS x86

**Ticket:** 156277

---------

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

### Details:
- Torch 2.5.0 enabled regional compilation by default which degrades the
performance of openvino backend

### Tickets:
 - (https://jira.devtools.intel.com/browse/CVS-156251)

---------

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

…on transformation (#27298)

### Details:
 - Fix for failing roblox model on ConvertPrecision transformation.

### Tickets:
- CVS-156058

---------

Co-authored-by: Andrii Staikov <andrii.staikov@intel.com>
Co-authored-by: Michal Lukaszewski <michal.lukaszewski@intel.com>