### Details:
- Changes needed to enable Squeeze (and models) with axes pointing to
non-squeezable dims (currently ov throws an error for such case) -
considered as backward compatible change
- If agreed to update functionality within the same version of the op,
actual changes are needed only in shape infer related functions to cover
**Template, CPU and GPU plugins**:
- src/core/shape_inference/include/squeeze_shape_inference.hpp
- src/plugins/intel_cpu/src/shape_inference/custom/reshape.cpp
- The rest of the changes are test related.
- Pytorch FE Squeeze test enabled - passed
### Tickets:
- 142387
### Details:
- *introduce performance hint and threads scheduling in CPU inference*
### Tickets:
- *CVS-138834*
---------
Co-authored-by: Sun Xiaoxia <xiaoxia.sun@intel.com>
This reverts commit 03aad66230.
### Details:
Revert the commit because there are some models with stateful OPS
(assign/readvalue) not in same attention node, hetero pipeline
parallelism does not work.
### Tickets:
- *CVS-141771*
### Details:
QAT documentation for NNCF Torch and NNCF Tensorflow is spitted on two
pages
* quantization-aware-training-pytorch.rst is QAT by `nncf.quantize`
method documentation
* quantization-aware-training-tensorflow.rst file is a copy of original
quantization-aware-training.rst without the PyTorch part
Link to generated doc:
http://openvino-doc.iotg.sclab.intel.com/nncf-docs/openvino-workflow/model-optimization-guide/compressing-models-during-training.html
### Tickets:
- 129586
---------
Co-authored-by: Tatiana Savina <tatiana.savina@intel.com>
Creating `Limitation of the bf16 inference precision` section to
describe an issue of higher accuracy loss than the pre-determined
threshold of 0.5% and present possible solutions.
This PR addresses JIRA ticket: 138832.
### Details:
- Dev documentation for the existing
[internal::RMS](70142121c1/src/common/transformations/include/ov_ops/rms.hpp)
op
(specified as is without any additional features, to be developed and
updated if needed)
- RMS was created initially as a [custom gpu
RMS](9fadb5ac64/src/plugins/intel_gpu/include/intel_gpu/op/rms.hpp)
operation, and it's going to be moved to op::internal::RMS to be
available for common transformations
- Similar approach as it was done for AUGRUCell/AUGRUSeqence, so the
place for such documents has been already agreed and it's not a part of
the official web docs tree
### Tickets:
- 134914, dicsussion 129027
Bumps [requests](https://github.com/psf/requests) from 2.31.0 to 2.32.0.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/psf/requests/releases">requests's
releases</a>.</em></p>
<blockquote>
<h2>v2.32.0</h2>
<h2>2.32.0 (2024-05-20)</h2>
<h2>🐍 PYCON US 2024 EDITION 🐍</h2>
<p><strong>Security</strong></p>
<ul>
<li>Fixed an issue where setting <code>verify=False</code> on the first
request from a
Session will cause subsequent requests to the <em>same origin</em> to
also ignore
cert verification, regardless of the value of <code>verify</code>.
(<a
href="https://github.com/psf/requests/security/advisories/GHSA-9wx4-h78v-vm56">https://github.com/psf/requests/security/advisories/GHSA-9wx4-h78v-vm56</a>)</li>
</ul>
<p><strong>Improvements</strong></p>
<ul>
<li><code>verify=True</code> now reuses a global SSLContext which should
improve
request time variance between first and subsequent requests. It should
also minimize certificate load time on Windows systems when using a
Python
version built with OpenSSL 3.x. (<a
href="https://redirect.github.com/psf/requests/issues/6667">#6667</a>)</li>
<li>Requests now supports optional use of character detection
(<code>chardet</code> or <code>charset_normalizer</code>) when
repackaged or vendored.
This enables <code>pip</code> and other projects to minimize their
vendoring
surface area. The <code>Response.text()</code> and
<code>apparent_encoding</code> APIs
will default to <code>utf-8</code> if neither library is present. (<a
href="https://redirect.github.com/psf/requests/issues/6702">#6702</a>)</li>
</ul>
<p><strong>Bugfixes</strong></p>
<ul>
<li>Fixed bug in length detection where emoji length was incorrectly
calculated in the request content-length. (<a
href="https://redirect.github.com/psf/requests/issues/6589">#6589</a>)</li>
<li>Fixed deserialization bug in JSONDecodeError. (<a
href="https://redirect.github.com/psf/requests/issues/6629">#6629</a>)</li>
<li>Fixed bug where an extra leading <code>/</code> (path separator)
could lead
urllib3 to unnecessarily reparse the request URI. (<a
href="https://redirect.github.com/psf/requests/issues/6644">#6644</a>)</li>
</ul>
<p><strong>Deprecations</strong></p>
<ul>
<li>Requests has officially added support for CPython 3.12 (<a
href="https://redirect.github.com/psf/requests/issues/6503">#6503</a>)</li>
<li>Requests has officially added support for PyPy 3.9 and 3.10 (<a
href="https://redirect.github.com/psf/requests/issues/6641">#6641</a>)</li>
<li>Requests has officially dropped support for CPython 3.7 (<a
href="https://redirect.github.com/psf/requests/issues/6642">#6642</a>)</li>
<li>Requests has officially dropped support for PyPy 3.7 and 3.8 (<a
href="https://redirect.github.com/psf/requests/issues/6641">#6641</a>)</li>
</ul>
<p><strong>Documentation</strong></p>
<ul>
<li>Various typo fixes and doc improvements.</li>
</ul>
<p><strong>Packaging</strong></p>
<ul>
<li>Requests has started adopting some modern packaging practices.
The source files for the projects (formerly <code>requests</code>) is
now located
in <code>src/requests</code> in the Requests sdist. (<a
href="https://redirect.github.com/psf/requests/issues/6506">#6506</a>)</li>
<li>Starting in Requests 2.33.0, Requests will migrate to a PEP 517
build system
using <code>hatchling</code>. This should not impact the average user,
but extremely old
versions of packaging utilities may have issues with the new packaging
format.</li>
</ul>
<h2>New Contributors</h2>
<ul>
<li><a
href="https://github.com/matthewarmand"><code>@matthewarmand</code></a>
made their first contribution in <a
href="https://redirect.github.com/psf/requests/pull/6258">psf/requests#6258</a></li>
<li><a href="https://github.com/cpzt"><code>@cpzt</code></a> made their
first contribution in <a
href="https://redirect.github.com/psf/requests/pull/6456">psf/requests#6456</a></li>
</ul>
<!-- raw HTML omitted -->
</blockquote>
<p>... (truncated)</p>
</details>
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a
href="https://github.com/psf/requests/blob/main/HISTORY.md">requests's
changelog</a>.</em></p>
<blockquote>
<h2>2.32.0 (2024-05-20)</h2>
<p><strong>Security</strong></p>
<ul>
<li>Fixed an issue where setting <code>verify=False</code> on the first
request from a
Session will cause subsequent requests to the <em>same origin</em> to
also ignore
cert verification, regardless of the value of <code>verify</code>.
(<a
href="https://github.com/psf/requests/security/advisories/GHSA-9wx4-h78v-vm56">https://github.com/psf/requests/security/advisories/GHSA-9wx4-h78v-vm56</a>)</li>
</ul>
<p><strong>Improvements</strong></p>
<ul>
<li><code>verify=True</code> now reuses a global SSLContext which should
improve
request time variance between first and subsequent requests. It should
also minimize certificate load time on Windows systems when using a
Python
version built with OpenSSL 3.x. (<a
href="https://redirect.github.com/psf/requests/issues/6667">#6667</a>)</li>
<li>Requests now supports optional use of character detection
(<code>chardet</code> or <code>charset_normalizer</code>) when
repackaged or vendored.
This enables <code>pip</code> and other projects to minimize their
vendoring
surface area. The <code>Response.text()</code> and
<code>apparent_encoding</code> APIs
will default to <code>utf-8</code> if neither library is present. (<a
href="https://redirect.github.com/psf/requests/issues/6702">#6702</a>)</li>
</ul>
<p><strong>Bugfixes</strong></p>
<ul>
<li>Fixed bug in length detection where emoji length was incorrectly
calculated in the request content-length. (<a
href="https://redirect.github.com/psf/requests/issues/6589">#6589</a>)</li>
<li>Fixed deserialization bug in JSONDecodeError. (<a
href="https://redirect.github.com/psf/requests/issues/6629">#6629</a>)</li>
<li>Fixed bug where an extra leading <code>/</code> (path separator)
could lead
urllib3 to unnecessarily reparse the request URI. (<a
href="https://redirect.github.com/psf/requests/issues/6644">#6644</a>)</li>
</ul>
<p><strong>Deprecations</strong></p>
<ul>
<li>Requests has officially added support for CPython 3.12 (<a
href="https://redirect.github.com/psf/requests/issues/6503">#6503</a>)</li>
<li>Requests has officially added support for PyPy 3.9 and 3.10 (<a
href="https://redirect.github.com/psf/requests/issues/6641">#6641</a>)</li>
<li>Requests has officially dropped support for CPython 3.7 (<a
href="https://redirect.github.com/psf/requests/issues/6642">#6642</a>)</li>
<li>Requests has officially dropped support for PyPy 3.7 and 3.8 (<a
href="https://redirect.github.com/psf/requests/issues/6641">#6641</a>)</li>
</ul>
<p><strong>Documentation</strong></p>
<ul>
<li>Various typo fixes and doc improvements.</li>
</ul>
<p><strong>Packaging</strong></p>
<ul>
<li>Requests has started adopting some modern packaging practices.
The source files for the projects (formerly <code>requests</code>) is
now located
in <code>src/requests</code> in the Requests sdist. (<a
href="https://redirect.github.com/psf/requests/issues/6506">#6506</a>)</li>
<li>Starting in Requests 2.33.0, Requests will migrate to a PEP 517
build system
using <code>hatchling</code>. This should not impact the average user,
but extremely old
versions of packaging utilities may have issues with the new packaging
format.</li>
</ul>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="d6ebc4a2f1"><code>d6ebc4a</code></a>
v2.32.0</li>
<li><a
href="9a40d12778"><code>9a40d12</code></a>
Avoid reloading root certificates to improve concurrent performance (<a
href="https://redirect.github.com/psf/requests/issues/6667">#6667</a>)</li>
<li><a
href="0c030f78d2"><code>0c030f7</code></a>
Merge pull request <a
href="https://redirect.github.com/psf/requests/issues/6702">#6702</a>
from nateprewitt/no_char_detection</li>
<li><a
href="555b870eb1"><code>555b870</code></a>
Allow character detection dependencies to be optional in post-packaging
steps</li>
<li><a
href="d6dded3f00"><code>d6dded3</code></a>
Merge pull request <a
href="https://redirect.github.com/psf/requests/issues/6700">#6700</a>
from franekmagiera/update-redirect-to-invalid-uri-test</li>
<li><a
href="bf24b7d8d1"><code>bf24b7d</code></a>
Use an invalid URI that will not cause httpbin to throw 500</li>
<li><a
href="2d5f54779a"><code>2d5f547</code></a>
Pin 3.8 and 3.9 runners back to macos-13 (<a
href="https://redirect.github.com/psf/requests/issues/6688">#6688</a>)</li>
<li><a
href="f1bb07d39b"><code>f1bb07d</code></a>
Merge pull request <a
href="https://redirect.github.com/psf/requests/issues/6687">#6687</a>
from psf/dependabot/github_actions/github/codeql-act...</li>
<li><a
href="60047ade64"><code>60047ad</code></a>
Bump github/codeql-action from 3.24.0 to 3.25.0</li>
<li><a
href="31ebb8102c"><code>31ebb81</code></a>
Merge pull request <a
href="https://redirect.github.com/psf/requests/issues/6682">#6682</a>
from frenzymadness/pytest8</li>
<li>Additional commits viewable in <a
href="https://github.com/psf/requests/compare/v2.31.0...v2.32.0">compare
view</a></li>
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</details>
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### Details:
- Changed from the adjugate matrix to transpose of the matrix
### Tickets:
- 138715
---------
Co-authored-by: Michal Lukaszewski <michal.lukaszewski@intel.com>
Co-authored-by: Roman Kazantsev <roman.kazantsev@intel.com>
Bumps [jinja2](https://github.com/pallets/jinja) from 3.1.3 to 3.1.4.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/pallets/jinja/releases">jinja2's
releases</a>.</em></p>
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<h2>3.1.4</h2>
<p>This is the Jinja 3.1.4 security release, which fixes security issues
and bugs but does not otherwise change behavior and should not result in
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href="https://pypi.org/project/Jinja2/3.1.4/">https://pypi.org/project/Jinja2/3.1.4/</a>
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href="https://jinja.palletsprojects.com/en/3.1.x/changes/#version-3-1-4">https://jinja.palletsprojects.com/en/3.1.x/changes/#version-3-1-4</a></p>
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<p>Released 2024-05-05</p>
<ul>
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</blockquote>
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href="dd4a8b5466"><code>dd4a8b5</code></a>
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Merge pull request from GHSA-h75v-3vvj-5mfj</li>
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disallow invalid characters in keys to xmlattr filter</li>
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add ghsa links</li>
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update project files (<a
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satisfy formatter, linter, and strict mypy</li>
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update project files (<a
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update pyyaml dev dependency</li>
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fix pr link</li>
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@tadamczx and @ilya-lavrenov It took a while but I delivered what was
promised, openVINO at the official openSUSE factory. It took more than 6
months of work to get approval from the community...
---------
Co-authored-by: Sebastian Golebiewski <sebastianx.golebiewski@intel.com>
tadamczx