### Details:
- Currently, the unit test for HSVToRGB is creating a tensor of all ones
in the Grayscale special case as mentioned in
[#24875](https://github.com/openvinotoolkit/openvino/pull/24875). Since
the images are expected to be in HSV and not RGB format, this will
create images that are green, and not gray. Grayscale in HSV can be
achieved by creating a tensor with HSV entries of [0, 0, .5].
### Tickets:
- N/A
---------
Co-authored-by: Roman Kazantsev <roman.kazantsev@intel.com>
### Details:
- *When scripting upsample creates `prim::If` depending from input
shape, to determine which version of upsample to use: 1d, 2d or 3d. This
is not supported by openvino, but this PR fixes segfault that happen in
this case.*
### Tickets:
- *#24270*
### Details:
- Using #24033, implemented and registered loader for HSVToRGB using
already existing logic.
- Created unit test test_tf_HSVToRGB.py
### Tickets:
- #24791
Currently, my pytest is saying that for the unit test and for
test_tf_AdjustHue.py and test_tf_AdjustSaturation.py the loader is not
found.
---------
Co-authored-by: Roman Kazantsev <roman.kazantsev@intel.com>
### Details:
- *Complete the remaining work after the
[PR](https://github.com/openvinotoolkit/openvino/pull/24297) is merged.*
- *Add test case.*
### Tickets:
- *141542*
---------
Signed-off-by: xipingya <xiping.yan@intel.com>
Co-authored-by: Zlobin Vladimir <vladimir.zlobin@intel.com>
**Details:** EliminateLoopInputsOutputs transformation helps to avoid an
isolated sub-graphs `Parameter->Result` in a body graph of `Loop` and
`TensorIterator`. Such sub-graphs are useless and can by-pass `Loop`
operation.
**Ticket:** 142440
---------
Signed-off-by: Kazantsev, Roman <roman.kazantsev@intel.com>
Co-authored-by: Evgeny Kotov <evgeny.kotov@intel.com>
Co-authored-by: Tikhonov Ivan <ivan.tikhonov@intel.com>
### 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:** In pre-commit we observe sporadic failure of Rint test on
arm
**Tickets:** TBD
---------
Signed-off-by: Kazantsev, Roman <roman.kazantsev@intel.com>
### Details:
Add tests for the SPDAToPagedAttention transformation to Precommit
1) Check if PagedAttentionExtension node appeared in the model after the
transformation
2) Check 2 last dimensions of 'key_cache.' and 'value_cache.' inputs to
be static.
### Tickets:
- [CVS-138943](https://jira.devtools.intel.com/browse/CVS-138943)
Signed-off-by: Andrii Staikov <andrii.staikov@intel.com>
Fix for TEST_DEVICE=CPU comparison of float16 infinite values
### Details:
- Introduced specialization for conversion float16->float32 in the CPU
plugin
- xfail in layer tests is disabled for CPU device
### Tickets:
- *24245*
**Details:** Previously, we were able to convert models requiring
openvino-tokenizers extensions (like with string operations, ragged
tensors) only in Python by `convert_model`. Now we add option to convert
using `ovc` tool. The tool internally imports extensions if they are
installed.
**Ticket:** TBD
---------
Signed-off-by: Kazantsev, Roman <roman.kazantsev@intel.com>
Updates the requirements on [h5py](https://github.com/h5py/h5py) to
permit the latest version.
<details>
<summary>Commits</summary>
<ul>
<li><a
href="2c80981022"><code>2c80981</code></a>
Merge pull request <a
href="https://redirect.github.com/h5py/h5py/issues/2405">#2405</a> from
takluyver/rever-3.11</li>
<li><a
href="76afe10048"><code>76afe10</code></a>
Add HDF5 1.14.4 fixes to release notes</li>
<li><a
href="009047936d"><code>0090479</code></a>
Merge pull request <a
href="https://redirect.github.com/h5py/h5py/issues/2406">#2406</a> from
ajelenak/libhdf5-1.14.4</li>
<li><a
href="0f071a4d64"><code>0f071a4</code></a>
Merge pull request <a
href="https://redirect.github.com/h5py/h5py/issues/2407">#2407</a> from
h5py/dependabot/github_actions/actions-45223d3826</li>
<li><a
href="944a4a6967"><code>944a4a6</code></a>
Bump peaceiris/actions-gh-pages from 3 to 4 in the actions group</li>
<li><a
href="8f513ced5e"><code>8f513ce</code></a>
Clean up release notes</li>
<li><a
href="62bd813202"><code>62bd813</code></a>
Rename new whatsnew file, add to index</li>
<li><a
href="9c305e23ce"><code>9c305e2</code></a>
Updated CHANGELOG for 3.11.0</li>
<li><a
href="9e107c4a78"><code>9e107c4</code></a>
bumped version to 3.11.0</li>
<li><a
href="71af64dec8"><code>71af64d</code></a>
Merge pull request <a
href="https://redirect.github.com/h5py/h5py/issues/2360">#2360</a> from
loichuder/visit-links</li>
<li>Additional commits viewable in <a
href="https://github.com/h5py/h5py/compare/3.1.0...3.11.0">compare
view</a></li>
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Co-authored-by: Ilya Lavrenov <ilya.lavrenov@intel.com>
### Details:
- *I lost code `t_stream_count_map[(void*)this] = item.first;` in
#19832*
- *the thread safe issue happen in below workflow*
- create thread A
call CustomThreadLocal:local() in thread A -> create stream A (the count
of stream A is 2)
destory thread A (the count of stream A is 1)
create thread B (same thread id with thread A)
call CustomThreadLocal:local() in thread B -> use stream A(the count of
stream A is 1, so it's broken)
- *add testcase, also fix
https://github.com/openvinotoolkit/openvino/pull/19986/files#r1332774754*
### Tickets:
- Closes https://github.com/openvinotoolkit/openvino/issues/24509
---------
Signed-off-by: HU Yuan2 <yuan2.hu@intel.com>
Co-authored-by: Wanglei Shen <wanglei.shen@intel.com>
### Details:
- Fixed bug with inlined inputs for fx decoder which were being added as
parameters and are not needed.
### Tickets:
- (https://jira.devtools.intel.com/browse/CVS-116702)
---------
Co-authored-by: Maxim Vafin <maxim.vafin@intel.com>
### Details:
- *Create PoC implementation for EmbeddingBag Offsets and Packed that
introduce mode 'mean'*
- *Add Core, Reference and CPU implementation for both ops*
Specification will be added in separate PR
### Tickets:
- *138229*
---------
Co-authored-by: Michal Lukaszewski <michal.lukaszewski@intel.com>
### Details:
- *After support for i64 was added in frontend `aten::adaptive_avg_pool`
started to fail if shape input is list.*
### Tickets:
- *CVS-141335*
**Details:** Remove test-generator dependency. It is removed since this
module seems to be no longer developed and maintained. So it is better
to remove this dependency. `pytest` can substitute `test-generator`.
**Ticket:** TBD
---------
Signed-off-by: Kazantsev, Roman <roman.kazantsev@intel.com>
### Details:
- *Add patch function to make 16bit models traceable. This reduce memory
consumption and time spent during conversion of models that are natively
saved in 16bit precision*
### Tickets:
- *CVS-136828*
### Details:
- *Support torch.any and torch.all on both FX and TS side*
- *Support aten::isfinite, aten::isinf and aten::isnan*
### Tickets:
- *ticket-id*
With this change, users don't have to add "import openvino.torch" in
their applications. Providing torch.compile(model, backend="openvino")
automatically imports the necessary modules. This simplifies the user
experience and enables PT2 based benchmarking OOB without any changes. .
More information can be found here:
https://github.com/pytorch/pytorch/pull/124536
JIRA: CVS-139370
---------
Co-authored-by: Surya Siddharth Pemmaraju <surya.siddharth.pemmaraju@intel.com>
**Details:** LookupTableImport operation node can be terminating in a
graph and needs to be preserved in a graph for further HashTable
operation resolving.
**Ticket:** TBD
---------
Signed-off-by: Kazantsev, Roman <roman.kazantsev@intel.com>
**Details:** To make conversion of BlockLSTM more robust, it is better
to convert it at loaders stage. Due to latest feature with handling
resources, the logic has to remain some auxiliary sub-graphs tills
transformation stage and this affects some pattern matching. The
solution is to move transformation for single op to loader stage.
**Ticket:** 138102
---------
Signed-off-by: Kazantsev, Roman <roman.kazantsev@intel.com>
**Details:** Currently they are switched on for legacy frontend that is
incorrect.
**Ticket:** TBD
---------
Signed-off-by: Kazantsev, Roman <roman.kazantsev@intel.com>
Bumps [jsonschema](https://github.com/python-jsonschema/jsonschema) from
4.17.0 to 4.22.0.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/python-jsonschema/jsonschema/releases">jsonschema's
releases</a>.</em></p>
<blockquote>
<h2>v4.22.0</h2>
<!-- raw HTML omitted -->
<h2>What's Changed</h2>
<ul>
<li>Improve <code>best_match</code> (and thereby error messages from
<code>jsonschema.validate</code>) in cases where there are multiple
<em>sibling</em> errors from applying <code>anyOf</code> /
<code>allOf</code> -- i.e. when multiple elements of a JSON array have
errors, we now do prefer showing errors from earlier elements rather
than simply showing an error for the full array (<a
href="https://redirect.github.com/python-jsonschema/jsonschema/issues/1250">#1250</a>).</li>
<li>(Micro-)optimize equality checks when comparing for JSON Schema
equality by first checking for object identity, as <code>==</code>
would.</li>
</ul>
<h2>New Contributors</h2>
<ul>
<li><a href="https://github.com/shinnar"><code>@shinnar</code></a> made
their first contribution in <a
href="https://redirect.github.com/python-jsonschema/jsonschema/pull/1224">python-jsonschema/jsonschema#1224</a></li>
</ul>
<p><strong>Full Changelog</strong>: <a
href="https://github.com/python-jsonschema/jsonschema/compare/v4.21.1...v4.22.0">https://github.com/python-jsonschema/jsonschema/compare/v4.21.1...v4.22.0</a></p>
<h2>v4.21.1</h2>
<!-- raw HTML omitted -->
<ul>
<li>Slightly speed up the <code>contains</code> keyword by removing some
unnecessary validator (re-)creation.</li>
</ul>
<p><strong>Full Changelog</strong>: <a
href="https://github.com/python-jsonschema/jsonschema/compare/v4.21.0...v4.21.1">https://github.com/python-jsonschema/jsonschema/compare/v4.21.0...v4.21.1</a></p>
<h2>v4.21.0</h2>
<!-- raw HTML omitted -->
<h2>What's Changed</h2>
<ul>
<li>Fix the behavior of <code>enum</code> in the presence of
<code>0</code> or <code>1</code> to properly consider <code>True</code>
and <code>False</code> unequal (<a
href="https://redirect.github.com/python-jsonschema/jsonschema/issues/1208">#1208</a>).</li>
<li>Special case the error message for
<code>{min,max}{Items,Length,Properties}</code> when they're checking
for emptiness rather than true length.</li>
</ul>
<h2>New Contributors</h2>
<ul>
<li><a href="https://github.com/otto-ifak"><code>@otto-ifak</code></a>
made their first contribution in <a
href="https://redirect.github.com/python-jsonschema/jsonschema/pull/1208">python-jsonschema/jsonschema#1208</a></li>
</ul>
<p><strong>Full Changelog</strong>: <a
href="https://github.com/python-jsonschema/jsonschema/compare/v4.20.0...v4.21.0">https://github.com/python-jsonschema/jsonschema/compare/v4.20.0...v4.21.0</a></p>
<h2>v4.20.0</h2>
<ul>
<li>Properly consider items (and properties) to be evaluated by
<code>unevaluatedItems</code> (resp. <code>unevaluatedProperties</code>)
when behind a <code>$dynamicRef</code> as specified by the 2020 and 2019
specifications.</li>
<li><code>jsonschema.exceptions.ErrorTree.__setitem__</code> is now
deprecated. More broadly, in general users of <code>jsonschema</code>
should never be mutating objects owned by the library.</li>
</ul>
<p><strong>Full Changelog</strong>: <a
href="https://github.com/python-jsonschema/jsonschema/compare/v4.19.2...v4.20.0">https://github.com/python-jsonschema/jsonschema/compare/v4.19.2...v4.20.0</a></p>
<h2>v4.19.2</h2>
<!-- raw HTML omitted -->
<ul>
<li>Fix the error message for additional items when used with
heterogeneous arrays.</li>
<li>Don't leak the <code>additionalItems</code> keyword into JSON Schema
draft 2020-12, where it was replaced by <code>items</code>.</li>
</ul>
<p><strong>Full Changelog</strong>: <a
href="https://github.com/python-jsonschema/jsonschema/compare/v4.19.1...v4.19.2">https://github.com/python-jsonschema/jsonschema/compare/v4.19.1...v4.19.2</a></p>
<h2>v4.19.1</h2>
<!-- raw HTML omitted -->
<!-- raw HTML omitted -->
</blockquote>
<p>... (truncated)</p>
</details>
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a
href="https://github.com/python-jsonschema/jsonschema/blob/main/CHANGELOG.rst">jsonschema's
changelog</a>.</em></p>
<blockquote>
<h1>v4.22.0</h1>
<ul>
<li>Improve <code>best_match</code> (and thereby error messages from
<code>jsonschema.validate</code>) in cases where there are multiple
<em>sibling</em> errors from applying <code>anyOf</code> /
<code>allOf</code> -- i.e. when multiple elements of a JSON array have
errors, we now do prefer showing errors from earlier elements rather
than simply showing an error for the full array (<a
href="https://redirect.github.com/python-jsonschema/jsonschema/issues/1250">#1250</a>).</li>
<li>(Micro-)optimize equality checks when comparing for JSON Schema
equality by first checking for object identity, as <code>==</code>
would.</li>
</ul>
<h1>v4.21.1</h1>
<ul>
<li>Slightly speed up the <code>contains</code> keyword by removing some
unnecessary validator (re-)creation.</li>
</ul>
<h1>v4.21.0</h1>
<ul>
<li>Fix the behavior of <code>enum</code> in the presence of
<code>0</code> or <code>1</code> to properly consider <code>True</code>
and <code>False</code> unequal (<a
href="https://redirect.github.com/python-jsonschema/jsonschema/issues/1208">#1208</a>).</li>
<li>Special case the error message for
<code>{min,max}{Items,Length,Properties}</code> when they're checking
for emptiness rather than true length.</li>
</ul>
<h1>v4.20.0</h1>
<ul>
<li>Properly consider items (and properties) to be evaluated by
<code>unevaluatedItems</code> (resp. <code>unevaluatedProperties</code>)
when behind a <code>$dynamicRef</code> as specified by the 2020 and 2019
specifications.</li>
<li><code>jsonschema.exceptions.ErrorTree.__setitem__</code> is now
deprecated.
More broadly, in general users of <code>jsonschema</code> should never
be mutating objects owned by the library.</li>
</ul>
<h1>v4.19.2</h1>
<ul>
<li>Fix the error message for additional items when used with
heterogeneous arrays.</li>
<li>Don't leak the <code>additionalItems</code> keyword into JSON Schema
draft 2020-12, where it was replaced by <code>items</code>.</li>
</ul>
<h1>v4.19.1</h1>
<ul>
<li>Single label hostnames are now properly considered valid according
to the <code>hostname</code> format.
This is the behavior specified by the relevant RFC (1123).
IDN hostname behavior was already correct.</li>
</ul>
<h1>v4.19.0</h1>
<ul>
<li>Importing the <code>Validator</code> protocol directly from the
package root is deprecated.
Import it from <code>jsonschema.protocols.Validator</code> instead.</li>
<li>Automatic retrieval of remote references (which is still deprecated)
now properly succeeds even if the retrieved resource does not declare
which version of JSON Schema it uses.
Such resources are assumed to be 2020-12 schemas.
This more closely matches the pre-referencing library behavior.</li>
</ul>
<h1>v4.18.6</h1>
<ul>
<li>Set a <code>jsonschema</code> specific user agent when automatically
retrieving remote references (which is deprecated).</li>
</ul>
<!-- raw HTML omitted -->
</blockquote>
<p>... (truncated)</p>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="9882dbeb1a"><code>9882dbe</code></a>
Add / ignore the new specification test suite property.</li>
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href="ebc90bb2df"><code>ebc90bb</code></a>
Merge commit '8fcfc3a674a7188a4fcc822b7a91efb3e0422a20'</li>
<li><a
href="8fcfc3a674"><code>8fcfc3a</code></a>
Squashed 'json/' changes from b41167c74..54f3784a8</li>
<li><a
href="30b7537944"><code>30b7537</code></a>
Pin pyenchant to pre from below until <a
href="https://redirect.github.com/pyenchant/pyenchant/issues/302">pyenchant/pyenchant#302</a>
is released.</li>
<li><a
href="c3729db732"><code>c3729db</code></a>
Enable doctests for the rest of the referencing page.</li>
<li><a
href="70a994ceab"><code>70a994c</code></a>
Remove a now-unneeded noqa since apparently this is fixed in new
ruff.</li>
<li><a
href="e6d0ef1cff"><code>e6d0ef1</code></a>
Fix a minor typo in the referencing example docs.</li>
<li><a
href="bceaf41a7d"><code>bceaf41</code></a>
Another placeholder benchmark for future optimization.</li>
<li><a
href="b20234e86c"><code>b20234e</code></a>
Consider errors from earlier indices (in instances) to be better
matches</li>
<li><a
href="41b49c68e5"><code>41b49c6</code></a>
Minor improvement to test failure message when a best match test
fails.</li>
<li>Additional commits viewable in <a
href="https://github.com/python-jsonschema/jsonschema/compare/v4.17.0...v4.22.0">compare
view</a></li>
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**Details:** Fix h5py issue in GHA test jobs: `error: libhdf5.so: cannot
open shared object file: No such file or directory`
**Ticket:** TBD
---------
Signed-off-by: Kazantsev, Roman <roman.kazantsev@intel.com>
**Details:** It should improve conversion time and make conversion more
robust to source changes.
**Ticket:** TBD
---------
Signed-off-by: Kazantsev, Roman <roman.kazantsev@intel.com>
### Details:
- *add test for thread_local*
- *thread_local may cause memory leak during AppVerifier check*
### Tickets:
- *CVS-129729*
---------
Co-authored-by: Chen Peter <peter.chen@intel.com>
**Details:** Fix model input and output names in case absence of serving
signature. mil-nce model from TF Hub does not have default signature
("serving") so use user names from other signatures to resolve internal
tensor names.
Also, it adds validation for `read_model` scenario.
**Tickets:** 139245, 124401
---------
Signed-off-by: Kazantsev, Roman <roman.kazantsev@intel.com>
Jorge Ragde