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[GPU]Move RMSFusion pass ahead of ConvertPrecision #172

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Commits on Aug 28, 2024

  1. Property for model cache encryption/decryption functions (openvinotoo…

    …lkit#24417)
    
    ### Details:
     - *add new property for model cache encryption/decryption function*
    - *encrypt/decrypt topology in CPU model cache if the callbacks are
    provided.*
    
    ### Tickets:
     - *CVS-139600*
    
    ---------
    
    Co-authored-by: Chen Peter <[email protected]>
    xufang-lisa and peterchen-intel authored Aug 28, 2024
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  2. [CPU] Fix BatchToSpace size_t underflow for the second dimension (ope…

    …nvinotoolkit#26236)
    
    size_t underflow might happen for the second dimension as well, for
    example when layout is ndhwc.
    New test cases extended for `ndhwc` layout as well
    
    ### Tickets:
     - 14877
    EgorDuplensky authored Aug 28, 2024
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  3. Expose explicit openvino::threading target for parallel.hpp backend (o…

    …penvinotoolkit#26269)
    
    ### Details:
    - Currently, threading library like TBB is provided by openvino::runtime
    itself. It does not work well when multiple find_package(OpenVINO) are
    used within the project and with different `COMPONENTS`
    - E.g. here openvinotoolkit/openvino.genai#794
    we have to add Threading component even for cases, when it's not really
    used, because find_package within nested subdirectory populates
    properties of openvino::runtime which is found in internal directory.
    - Example of usage
    openvinotoolkit/openvino_tokenizers#236
    ilya-lavrenov authored Aug 28, 2024
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  4. [DOCS] Fix for issues with alignment in Model Caching graphs for mast…

    …er (openvinotoolkit#26273)
    
    Fixed alignment in model caching graphs.
    msmykx-intel authored Aug 28, 2024
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  5. [GPU] Fix default internal buffers sizes for SDPA (openvinotoolkit#26266

    )
    
    ### Details:
    - This PR fixes incorrect default buffers sizes configuration for static
    model in sdpa_opt kernel
    
    ### Tickets:
     - [CVS-150773](https://jira.devtools.intel.com/browse/CVS-150773)
    sshlyapn authored Aug 28, 2024
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  6. NPUW: changed _mm_loadu_si64 avx instruction to _mm_loadl_epi64, to s…

    …upport gcc < 9.0 (openvinotoolkit#26190)
    
    ### Details:
    - trying to compile npu plugin with gcc 8.5 or lower version resulted
    into issues with unsupported intrinsics
     ``` c++
     <source>:6:17: error: '_mm_loadu_si64' was not declared in this scope
         __m128i a = _mm_loadu_si64((const __m128i *)(data));
                     ^~~~~~~~~~~~~~
    <source>:6:17: note: suggested alternative: '_mm_loadl_epi64'
         __m128i a = _mm_loadu_si64((const __m128i *)(data));
    ```
     - technically they might be different since _mm_loadu_si64 specifically doesn't require data alignment while _mm_loadl_epi64 not specifying them
     - checked generated asm code(gcc 14.1) , well they are different, but tests with memory loading at 8 bits step showed no difference, so I assume both functions can work on unaligned arrays
    ![image](https://github.com/user-attachments/assets/c70ea4c2-2ab2-487d-b611-83ffe1a34ad3)
    
      - npuw unit test soon will be available in OV, with ongoing PR openvinotoolkit#25780, while i've tested them locally with new intrinsics
    
    ### Tickets:
     - *ticket-id* - 136269
    
    Co-authored-by: Dmitry Matveev <[email protected]>
    esmirno and dmatveev authored Aug 28, 2024
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  7. [GPU] out-of-bound access fix for permute_tile_8x8_4x4 (openvinotoolk…

    …it#26267)
    
    ### Details:
    - Fix out-of-bound access from permute kernel
    - It happened because the kernel loaded with vload even at the boundary
    
    
    ### Tickets:
     - 150360
    isanghao authored Aug 28, 2024
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  8. [GPU] Do not apply crop optimization for squeeze if the crop axis mat…

    …ches the squeeze axis (openvinotoolkit#26277)
    
    ### Details:
    - Do not apply crop optimization for squeeze if the crop axis matches
    the squeeze axis
    sshlyapn authored Aug 28, 2024
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  9. [CI] [GHA] Fix CCACHE_REMOTE_DIR value if in merge group (openvinot…

    …oolkit#26268)
    
    ### Details:
    - Apparently, `github.event.merge_group.base_ref` for merge group checks
    does not resolve into the same thing as `github.base_ref` for pull
    request checks. It is an issue since merge queue beta:
    [1](https://github.com/orgs/community/discussions/40277)
    - `github.event.merge_group.base_ref` resolves into `refs/heads/master`
    while we need only the `master` part to construct the remote cache
    directory.
    
    ### Tickets:
     - *150744*
    akashchi authored Aug 28, 2024
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  10. Fix crash caused by empty string (openvinotoolkit#26250)

    ### Details:
     - *item1*
     - *...*
    
    ### Tickets:
     - *ticket-id*
    
    ---------
    
    Signed-off-by: Chen Peter <[email protected]>
    peterchen-intel authored Aug 28, 2024
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  12. [NPU] Change log level to debug (openvinotoolkit#26282)

    ### Details:
     - *Change log level to debug*
     - *...*
    
    ### Tickets:
     - *ticket-id*
    pereanub authored Aug 28, 2024
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  13. [NPUW] Use OpenVINO-provided flags to enable AVX2 (openvinotoolkit#26283

    )
    
    ### Details:
     - Use OpenVINO-provided flags to enable AVX2 for NPUW
    
    ### Tickets:
     - 136004
    eshiryae authored Aug 28, 2024
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  14. Don't call paddle module if it's not found (openvinotoolkit#26286)

    ### Details:
     - To avoid cmake warnings when PDPD is not installed
    ilya-lavrenov authored Aug 28, 2024
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  15. [GPU] Fix data size in test (openvinotoolkit#26287)

    ### Details:
     - Fix data size in test
    
    ### Tickets:
     - [*CVS-148605*](https://jira.devtools.intel.com/browse/CVS-148605)
    p-durandin authored Aug 28, 2024
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Commits on Aug 29, 2024

  1. [GPU] Fix the issue missing data padding info in update_shape (openvi…

    …notoolkit#26276)
    
    ### Details:
     - *Do not set shape_changed to true when shape is not changed.*
    - *Fix output layout does not have updated data_padding which is
    calculated by calc_output_layouts in update_shape*
    
    ### Tickets:
     - *149773*
    ahnyoung-paul authored Aug 29, 2024
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  2. Performance fix for aot_autograd (openvinotoolkit#26139)

    ### Details:
    - Fix the performance issues in aot_autograd path where constants are
    being treated as inputs.
    
    ### Tickets:
     - https://jira.devtools.intel.com/browse/CVS-139183
    suryasidd authored Aug 29, 2024
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  3. [Common] MarkDequantizationSubgraph: avoid modification of RT Info fo…

    …r fold_multiply_const=true option (openvinotoolkit#26280)
    
    ### Details:
    - The PR restores MarkDequantizationSubgraph transformation behavior to
    the state before openvinotoolkit#25783.
    This is required to avoid compressed zero-points constant folding during
    model conversion.
    
    ### Tickets:
     - *[CVS-150686](https://jira.devtools.intel.com/browse/CVS-150686)*
    dmitry-gorokhov authored Aug 29, 2024
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  4. [JAX FE] Support concatenate, integer_pow, reduce ops (openvinotoolki…

    …t#26288)
    
    **Details:** This PR finalizes and allows to infer JAX ViT model
    
    **Tickets:** TBD
    
    Signed-off-by: Kazantsev, Roman <[email protected]>
    rkazants authored Aug 29, 2024
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  5. [GPU] Enable activation fusing for softmax_gpu_bf kernel (openvinotoo…

    …lkit#26291)
    
    ### Details:
     - *Significantly speed up LogSoftmax operation*
    
    ### Tickets:
     - *[148550](https://jira.devtools.intel.com/browse/CVS-148550)*
    Lyamin-Roman authored Aug 29, 2024
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  6. [GPU] Add prefix support for PagedAttention operation (openvinotoolki…

    …t#26289)
    
    ### Details:
    - Add prefix support for PagedAttention operation via existing
    pa_sdpa_opt kernel by processing subsequence's tokens in sequential
    mode, one by one for
    - Moved responsibility for intermediate buffers reallocation from the
    sdpa_opt kernel to kv_cache_update kernel (they both use the same data,
    but now one of these buffers can be reused by the pa_sdpa_opt kernel, so
    everything was moved to one place)
    sshlyapn authored Aug 29, 2024
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  8. Zero backend and compiler adapter to share single L0 context (openvin…

    …otoolkit#26016)
    
    ### Details:
     - share the same L0 context from backend to compiler
     - and perform zeDestroy(context) in backend only 
    
    ### Tickets:
     - *ticket-id*
    
    ---------
    
    Co-authored-by: Xin Wang <[email protected]>
    KianYongGanIntel and XinWangIntel authored Aug 29, 2024
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  9. [GPU]: Bitwise shifts: Added support for uint16 and int16 data type (o…

    …penvinotoolkit#26251)
    
    ### Details:
    - Bitwise shift operations have support now for int16 an uint16 datatype
     - added unit and functional test
    pkowalc1 authored Aug 29, 2024
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  10. [GPU] Add dynamic quantize group size for clDNN Fully-connected (open…

    …vinotoolkit#26231)
    
    ### Details:
     - *item1*
     - *...*
    
    ### Tickets:
     - CVS-148548
    
    ---------
    
    Signed-off-by: Min, Byung-il <[email protected]>
    byungilm authored Aug 29, 2024
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  11. [CI] [GHA] Introduce Debian 10 ARM (openvinotoolkit#26156)

    ### Tickets:
     - *148717*
    akashchi authored Aug 29, 2024
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  12. [GPU] Use ngraph Transpose+MatMul fusion instead of custom code in la…

    …yout optimizer (openvinotoolkit#25708)
    
    ### Details:
     - Allow Tranpose+Matmul+[Transpose] fusion for static shapes
    - Allow Transpose in `MoveEltwiseUpThroughDataMov` for specific
    Transpose -> Eltwise -> MatMul case
    - Change order of `MoveEltwiseUpThroughDataMov` and
    `ConvertMatMulToFullyConnected` to simplify callback
    - Removed custom code for similar fusion in layout optimizer and related
    debug knob
    vladimir-paramuzov authored Aug 29, 2024
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  13. [GPU] Add Validate pass call after IncreasePositionIdsPrecision to en…

    …sure proper data type propagation (openvinotoolkit#26299)
    
    ### Details:
    This patch adds Validate pass call after IncreasePositionIdsPrecision to
    ensure proper data type propagation
    
    With this change the accuracy of llama-3-8b INT8 (and other LLMs
    probably) can be restored to expected level
    Before:
    ```
    | Tasks  |Version|Filter|n-shot|    Metric     |   |Value |   |Stderr|
    |--------|------:|------|-----:|---------------|---|-----:|---|------|
    |wikitext|      2|none  |     0|bits_per_byte  |↓  |0.6030|±  |N/A   |
    |        |       |none  |     0|byte_perplexity|↓  |1.5189|±  |N/A   |
    |        |       |none  |     0|word_perplexity|↓  |9.3472|±  |N/A   |
    ```
    
    After:
    ```
    | Tasks  |Version|Filter|n-shot|    Metric     |   |Value |   |Stderr|
    |--------|------:|------|-----:|---------------|---|-----:|---|------|
    |wikitext|      2|none  |     0|bits_per_byte  |↓  |0.5351|±  |N/A   |
    |        |       |none  |     0|byte_perplexity|↓  |1.4490|±  |N/A   |
    |        |       |none  |     0|word_perplexity|↓  |7.2664|±  |N/A   |
    ```
    
    ### Tickets:
     - [CVS-147653](https://jira.devtools.intel.com/browse/CVS-147653)
    sshlyapn authored Aug 29, 2024
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  14. [GPU] Use recursive_mutex instead of mutex in compilation context (op…

    …envinotoolkit#26295)
    
    ### Details:
    - Use recursive_mutex instead of mutex in compilation context. Because
    deadlock happens in context compilation(push_tash() -> remove_keys() in
    single thread) when CPU_PINNING=ON
    
    ### Tickets:
     - 150220
    wilson-seok authored Aug 29, 2024
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  15. [PT FE] Fix rt_info for decoder type (openvinotoolkit#26300)

    ### Details:
     - *Fix issue with not set decoder type rt_info*
     - *Remove frontend rt_info from model*
    
    ### Tickets:
     - *ticket-id*
    mvafin authored Aug 29, 2024
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  16. [GPU] Fix Interpolate 11 axes reading (openvinotoolkit#26260)

    ### Details:
    - Fix interpolate 11 op case when sizes or scales are not constant. The
    additional argument shadowed TensorAccessor underlying tensor on port 2
    and therefore shape inference was reading wrong values
    
    ### Tickets:
     - 146022
    dnkurek authored Aug 29, 2024
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  17. [CVS-149644] Fixed ONNX FE debug build (openvinotoolkit#26301)

    ### Details:
     - Fixed ONNX FE debug build
    - ONNX proto is base library and must be compiled with newer standard,
    otherwise onnx and onnx_proto are compiled with different C++ standard.
    
    ### Tickets:
     - CVS-149644
    ilya-lavrenov authored Aug 29, 2024
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  18. Fix Sanitizer after TBB update (openvinotoolkit#26278)

    ### Details:
    - Introduce an environment variable to make TBB compatible with
    Sanitizer
    
    ### Tickets:
     - 150004
    dorloff authored Aug 29, 2024
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  19. Update flake8 requirement from <=7.1.0 to <=7.1.1 in /src/bindings/py…

    …thon (openvinotoolkit#26245)
    
    Updates the requirements on [flake8](https://github.com/pycqa/flake8) to
    permit the latest version.
    <details>
    <summary>Commits</summary>
    <ul>
    <li><a
    href="https://github.com/PyCQA/flake8/commit/cf1542cefa3e766670b2066dd75c4571d682a649"><code>cf1542c</code></a>
    Release 7.1.1</li>
    <li><a
    href="https://github.com/PyCQA/flake8/commit/939ea3d8d9d5d7d9f348420036af52df74f5ca09"><code>939ea3d</code></a>
    Merge pull request <a
    href="https://redirect.github.com/pycqa/flake8/issues/1949">#1949</a>
    from stephenfin/issue-1948</li>
    <li><a
    href="https://github.com/PyCQA/flake8/commit/bdcd5c2c0afadaf7c92a4b26d96055cecdd38cf3"><code>bdcd5c2</code></a>
    Handle escaped braces in f-strings</li>
    <li><a
    href="https://github.com/PyCQA/flake8/commit/2a811cc4d2aaed3e8eb5a9f04f08ccc8af7c0791"><code>2a811cc</code></a>
    Merge pull request <a
    href="https://redirect.github.com/pycqa/flake8/issues/1946">#1946</a>
    from Viicos/patch-1</li>
    <li><a
    href="https://github.com/PyCQA/flake8/commit/10314ad9e5236f1ddf70cb25c2854c93c0840b66"><code>10314ad</code></a>
    Fix wording of plugins documentation</li>
    <li><a
    href="https://github.com/PyCQA/flake8/commit/65a38c42a7f1a05ff8d99b313160754fc9b7a0d8"><code>65a38c4</code></a>
    Release 7.1.0</li>
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    href="https://github.com/PyCQA/flake8/commit/34c97e046a459b0682c82660f16c620369abd6b7"><code>34c97e0</code></a>
    Merge pull request <a
    href="https://redirect.github.com/pycqa/flake8/issues/1939">#1939</a>
    from PyCQA/new-pycodestyle</li>
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    href="https://github.com/PyCQA/flake8/commit/defd315175b7b77472affb61a410e5720dabdc1a"><code>defd315</code></a>
    latest pycodestyle</li>
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    href="https://github.com/PyCQA/flake8/commit/408d4d695c71b0b232cea576876e757c87a3379c"><code>408d4d6</code></a>
    Merge pull request <a
    href="https://redirect.github.com/pycqa/flake8/issues/1930">#1930</a>
    from mzagol/patch-1</li>
    <li><a
    href="https://github.com/PyCQA/flake8/commit/866ad729c64eea359960a8ac4e3f1201104ee55c"><code>866ad72</code></a>
    Add --extend-exclude to the TOC</li>
    <li>Additional commits viewable in <a
    href="https://github.com/pycqa/flake8/compare/0.1...7.1.1">compare
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    </ul>
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  20. [GPU] unfusing invalid eltwise fused onednn fc layers for dynamic mod…

    …els (openvinotoolkit#26284)
    
    ### Details:
    - In some cases, OneDNN fc layers requires fully broadcasted data for
    fused eltwise layers.
    - For dynamic models, it's not easy to know the layouts of fc and
    eltwise layers in model compilation time.
     - So, we need to execute unfused subgraphs for such cases.
    
    ### Tickets:
     - 146778
    e-ddykim authored Aug 29, 2024
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  22. [CI] [GHA] Introduce Android x64 workflow (openvinotoolkit#26086)

    ### Tickets:
     - *148716*
    akashchi authored Aug 29, 2024
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Commits on Aug 30, 2024

  1. [CPU] Fixed invalid debug assert for weights compression path (openvi…

    …notoolkit#26296)
    
    ### Details:
    - Some weights compression optimizations implemented inside oneDNN fork
    resulted in invalide state of particular debug assertion logic.
    
    oneDNN fork PR: openvinotoolkit/oneDNN#263
    dmitry-gorokhov authored Aug 30, 2024
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  2. [DOCS] pypi publishing page adjustment (openvinotoolkit#25746)

    A proposition of changes to the pypi page
    kblaszczak-intel authored Aug 30, 2024
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  3. Bump actions/setup-python from 5.1.1 to 5.2.0 (openvinotoolkit#26318)

    Bumps [actions/setup-python](https://github.com/actions/setup-python)
    from 5.1.1 to 5.2.0.
    <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>v5.2.0</h2>
    <h2>What's Changed</h2>
    <h3>Bug fixes:</h3>
    <ul>
    <li>Add <code>.zip</code> extension to Windows package downloads for
    <code>Expand-Archive</code> Compatibility by <a
    href="https://github.com/priyagupta108"><code>@​priyagupta108</code></a>
    in <a
    href="https://redirect.github.com/actions/setup-python/pull/916">actions/setup-python#916</a>
    This addresses compatibility issues on Windows self-hosted runners by
    ensuring that the filenames for Python and PyPy package downloads
    explicitly include the .zip extension, allowing the Expand-Archive
    command to function correctly.</li>
    <li>Add arch to cache key by <a
    href="https://github.com/Zxilly"><code>@​Zxilly</code></a> in <a
    href="https://redirect.github.com/actions/setup-python/pull/896">actions/setup-python#896</a>
    This addresses issues with caching by adding the architecture (arch) to
    the cache key, ensuring that cache keys are accurate to prevent
    conflicts</li>
    </ul>
    <h3>Documentation changes:</h3>
    <ul>
    <li>Fix display of emojis in contributors doc by <a
    href="https://github.com/sciencewhiz"><code>@​sciencewhiz</code></a> in
    <a
    href="https://redirect.github.com/actions/setup-python/pull/899">actions/setup-python#899</a></li>
    <li>Documentation update for caching poetry dependencies by <a
    href="https://github.com/gowridurgad"><code>@​gowridurgad</code></a> in
    <a
    href="https://redirect.github.com/actions/setup-python/pull/908">actions/setup-python#908</a></li>
    </ul>
    <h3>Dependency updates:</h3>
    <ul>
    <li>Bump <code>@​iarna/toml</code> version from 2.2.5 to 3.0.0 by <a
    href="https://github.com/priya-kinthali"><code>@​priya-kinthali</code></a>
    in <a
    href="https://redirect.github.com/actions/setup-python/pull/912">actions/setup-python#912</a></li>
    <li>Bump pyinstaller from 3.6 to 5.13.1 by <a
    href="https://github.com/aparnajyothi-y"><code>@​aparnajyothi-y</code></a>
    in <a
    href="https://redirect.github.com/actions/setup-python/pull/923">actions/setup-python#923</a></li>
    </ul>
    <h2>New Contributors</h2>
    <ul>
    <li><a
    href="https://github.com/sciencewhiz"><code>@​sciencewhiz</code></a>
    made their first contribution in <a
    href="https://redirect.github.com/actions/setup-python/pull/899">actions/setup-python#899</a></li>
    <li><a
    href="https://github.com/priyagupta108"><code>@​priyagupta108</code></a>
    made their first contribution in <a
    href="https://redirect.github.com/actions/setup-python/pull/916">actions/setup-python#916</a></li>
    <li><a href="https://github.com/Zxilly"><code>@​Zxilly</code></a> made
    their first contribution in <a
    href="https://redirect.github.com/actions/setup-python/pull/896">actions/setup-python#896</a></li>
    <li><a
    href="https://github.com/aparnajyothi-y"><code>@​aparnajyothi-y</code></a>
    made their first contribution in <a
    href="https://redirect.github.com/actions/setup-python/pull/923">actions/setup-python#923</a></li>
    </ul>
    <p><strong>Full Changelog</strong>: <a
    href="https://github.com/actions/setup-python/compare/v5...v5.2.0">https://github.com/actions/setup-python/compare/v5...v5.2.0</a></p>
    </blockquote>
    </details>
    <details>
    <summary>Commits</summary>
    <ul>
    <li><a
    href="https://github.com/actions/setup-python/commit/f677139bbe7f9c59b41e40162b753c062f5d49a3"><code>f677139</code></a>
    Bump pyinstaller from 3.6 to 5.13.1 in /<strong>tests</strong>/data (<a
    href="https://redirect.github.com/actions/setup-python/issues/923">#923</a>)</li>
    <li><a
    href="https://github.com/actions/setup-python/commit/2bd53f9a4d1dd1cd21eaffcc01a7b91a8e73ea4c"><code>2bd53f9</code></a>
    Documentation update for caching poetry dependencies (<a
    href="https://redirect.github.com/actions/setup-python/issues/908">#908</a>)</li>
    <li><a
    href="https://github.com/actions/setup-python/commit/80b49d3ed89312896dbdcbefc2ddb159c7f8ca43"><code>80b49d3</code></a>
    fix: add arch to cache key (<a
    href="https://redirect.github.com/actions/setup-python/issues/896">#896</a>)</li>
    <li><a
    href="https://github.com/actions/setup-python/commit/036a5236741fd24c89eea80d1b76179e8e5f9214"><code>036a523</code></a>
    Fix: Add <code>.zip</code> extension to Windows package downloads for
    <code>Expand-Archive</code> C...</li>
    <li><a
    href="https://github.com/actions/setup-python/commit/04c1311429f7be71707d8ab66c7af8a14e54b938"><code>04c1311</code></a>
    Fix display of emojis in contributors doc (<a
    href="https://redirect.github.com/actions/setup-python/issues/899">#899</a>)</li>
    <li><a
    href="https://github.com/actions/setup-python/commit/cb6845644151e35f879e10f2f0896c3c8bee372c"><code>cb68456</code></a>
    Updated <code>@​iarna/toml</code> version to 3.0.0 (<a
    href="https://redirect.github.com/actions/setup-python/issues/912">#912</a>)</li>
    <li>See full diff in <a
    href="https://github.com/actions/setup-python/compare/39cd14951b08e74b54015e9e001cdefcf80e669f...f677139bbe7f9c59b41e40162b753c062f5d49a3">compare
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  4. [CPU] Add script for benchmark average counters aggregation (openvino…

    …toolkit#25652)
    
    Example output:
    
    | Node type                            |   Count |   Sum (ms) |      % |
    |:-------------------------------------|--------:|-----------:|-------:|
    | FullyConnected                       |     197 |     77.812 |  91.77 |
    | ScaledDotProductAttentionWithKVCache |      28 |      3.7   |   4.36 |
    | RoPE                                 |      56 |      0.687 |   0.81 |
    | Reorder                              |     161 |      0.473 |   0.56 |
    | Multiply                             |      31 |      0.443 |   0.52 |
    | Transpose                            |      56 |      0.431 |   0.51 |
    | PowerStatic                          |     115 |      0.313 |   0.37 |
    | Add                                  |      59 |      0.227 |   0.27 |
    | ReduceMean                           |      57 |      0.15  |   0.18 |
    | ReadValue                            |      56 |      0.134 |   0.16 |
    | Reshape                              |     200 |      0.114 |   0.13 |
    | Broadcast                            |       6 |      0.092 |   0.11 |
    | Convert                              |       8 |      0.092 |   0.11 |
    | Ceiling                              |       2 |      0.029 |   0.03 |
    | Select                               |       2 |      0.022 |   0.03 |
    | Concat                               |       6 |      0.019 |   0.02 |
    | Gather                               |       6 |      0.015 |   0.02 |
    | Unsqueeze                            |       2 |      0.01  |   0.01 |
    | Clamp                                |       2 |      0.009 |   0.01 |
    | Range                                |       1 |      0.009 |   0.01 |
    | Less                                 |       1 |      0.005 |   0.01 |
    | Abs                                  |       1 |      0.004 |   0    |
    | ShapeOf                              |       3 |      0.004 |   0    |
    | Constant                             |     745 |      0     |   0    |
    | Assign                               |      56 |      0     |   0    |
    | Parameter                            |       4 |      0     |   0    |
    | Result                               |       1 |      0     |   0    |
    | Total                                |    1862 |     84.794 | 100    |
    EgorDuplensky authored Aug 30, 2024
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  5. [CPU][REFACTORING] Align inference pipeline for all scenarios (openvi…

    …notoolkit#26211)
    
    ### Details:
     - Execute node with exception handling in all scenarios
     - Move all the profiling macros under ExecuteNode
     - Get numaId outside the main loop
     - Few minor changes
    EgorDuplensky authored Aug 30, 2024
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  6. [GPU] Sycl op example, base class cleanup, docs update (openvinotoolk…

    …it#26304)
    
    ### Details:
    - Added naive FC sycl impl as an example and it will also be used to
    verify base class compilation in CI util we have any production sycl op.
     - Moved sycl readme to common gpu docs folder with some minor updates
    vladimir-paramuzov authored Aug 30, 2024
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  7. [Core] Validate model before serialization (openvinotoolkit#26184)

    ### Details:
     - Added model validate model before serialization.
     - Added test.
    
    ### Tickets:
     - CVS-133613
    t-jankowski authored Aug 30, 2024
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  8. [DOCS] Update notebooks section for master (openvinotoolkit#26331)

    Updating notebook section with new content.
    sgolebiewski-intel authored Aug 30, 2024
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  9. [GPU] dump verbose log to file (openvinotoolkit#26244)

    ### Details:
    - New debug config for dumping verbose log into file
    isanghao authored Aug 30, 2024
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  10. Update setuptools requirement from <73.1.0,>=65.6.1 to >=65.6.1,<74.1…

    ….0 in /src/bindings/python (openvinotoolkit#26322)
    
    Updates the requirements on
    [setuptools](https://github.com/pypa/setuptools) to permit the latest
    version.
    <details>
    <summary>Changelog</summary>
    <p><em>Sourced from <a
    href="https://github.com/pypa/setuptools/blob/main/NEWS.rst">setuptools's
    changelog</a>.</em></p>
    <blockquote>
    <h1>v74.0.0</h1>
    <h2>Features</h2>
    <ul>
    <li>Changed the type of error raised by
    <code>setuptools.command.easy_install.CommandSpec.from_param</code> on
    unsupported argument from <code>AttributeError</code> to
    <code>TypeError</code> -- by :user:<code>Avasam</code> (<a
    href="https://redirect.github.com/pypa/setuptools/issues/4548">#4548</a>)</li>
    <li>Added detection of ARM64 variant of MSVC -- by
    :user:<code>saschanaz</code> (<a
    href="https://redirect.github.com/pypa/setuptools/issues/4553">#4553</a>)</li>
    <li>Made <code>setuptools.package_index.Credential</code> a
    <code>typing.NamedTuple</code> -- by :user:<code>Avasam</code> (<a
    href="https://redirect.github.com/pypa/setuptools/issues/4585">#4585</a>)</li>
    <li>Reraise error from
    <code>setuptools.command.easy_install.auto_chmod</code> instead of
    nonsensical <code>TypeError: 'Exception' object is not
    subscriptable</code> -- by :user:<code>Avasam</code> (<a
    href="https://redirect.github.com/pypa/setuptools/issues/4593">#4593</a>)</li>
    <li>Fully typed all collection attributes in <code>pkg_resources</code>
    -- by :user:<code>Avasam</code> (<a
    href="https://redirect.github.com/pypa/setuptools/issues/4598">#4598</a>)</li>
    <li>Automatically exclude <code>.tox|.nox|.venv</code> directories from
    <code>sdist</code>. (<a
    href="https://redirect.github.com/pypa/setuptools/issues/4603">#4603</a>)</li>
    </ul>
    <h2>Deprecations and Removals</h2>
    <ul>
    <li>Removed the monkeypatching of distutils._msvccompiler. Now all
    compiler logic is consolidated in distutils. (<a
    href="https://redirect.github.com/pypa/setuptools/issues/4600">#4600</a>)</li>
    <li>Synced with pypa/distutils@58fe058e4, including consolidating Visual
    Studio 2017 support (<a
    href="https://redirect.github.com/pypa/setuptools/issues/4600">#4600</a>,
    <a
    href="https://redirect.github.com/pypa/distutils/issues/289">pypa/distutils#289</a><code>pypa/distutils#287</code><a
    href="https://redirect.github.com/pypa/setuptools/issues/4606">#4606</a>)</li>
    </ul>
    <h2>Misc</h2>
    <ul>
    <li><a
    href="https://redirect.github.com/pypa/setuptools/issues/4592">#4592</a></li>
    </ul>
    <h1>v73.0.1</h1>
    <h2>Bugfixes</h2>
    <ul>
    <li>Remove <code>abc.ABCMeta</code> metaclass from abstract classes.
    <code>pypa/setuptools#4503
    &lt;https://github.com/pypa/setuptools/pull/4503&gt;</code>_ had an
    unintended consequence of causing potential <code>TypeError: metaclass
    conflict: the metaclass of a derived class must be a (non-strict)
    subclass of the metaclasses of all its bases</code> -- by
    :user:<code>Avasam</code> (<a
    href="https://redirect.github.com/pypa/setuptools/issues/4579">#4579</a>)</li>
    </ul>
    <h1>v73.0.0</h1>
    <h2>Features</h2>
    <ul>
    <li>Mark abstract base classes and methods with <code>abc.ABC</code> and
    <code>abc.abstractmethod</code> -- by :user:<code>Avasam</code> (<a
    href="https://redirect.github.com/pypa/setuptools/issues/4503">#4503</a>)</li>
    <li>Changed the order of type checks in
    <code>setuptools.command.easy_install.CommandSpec.from_param</code> to
    support any <code>collections.abc.Iterable</code> of <code>str</code>
    param -- by :user:<code>Avasam</code> (<a
    href="https://redirect.github.com/pypa/setuptools/issues/4505">#4505</a>)</li>
    </ul>
    <h2>Bugfixes</h2>
    <ul>
    <li>Prevent an error in <code>bdist_wheel</code> if
    <code>compression</code> is set to a <code>str</code> (even if valid)
    after finalizing options but before running the command. -- by
    :user:<code>Avasam</code> (<a
    href="https://redirect.github.com/pypa/setuptools/issues/4383">#4383</a>)</li>
    </ul>
    <!-- raw HTML omitted -->
    </blockquote>
    <p>... (truncated)</p>
    </details>
    <details>
    <summary>Commits</summary>
    <ul>
    <li><a
    href="https://github.com/pypa/setuptools/commit/98ad794354efecf4ed1f629d4e5f02feae00d2ae"><code>98ad794</code></a>
    Bump version: 73.0.1 → 74.0.0</li>
    <li><a
    href="https://github.com/pypa/setuptools/commit/b4fb91796ba9f9473280a69a3c8213066e5bc107"><code>b4fb917</code></a>
    Merge pull request <a
    href="https://redirect.github.com/pypa/setuptools/issues/4600">#4600</a>
    from pypa/debt/msvc-monkey</li>
    <li><a
    href="https://github.com/pypa/setuptools/commit/18a44d8f5660df9e23ee823a073b2d3238bc8293"><code>18a44d8</code></a>
    Add news fragment.</li>
    <li><a
    href="https://github.com/pypa/setuptools/commit/5f8215d9888cb555d2a206635f0f59421cc4afa9"><code>5f8215d</code></a>
    Merge pull request <a
    href="https://redirect.github.com/pypa/setuptools/issues/4548">#4548</a>
    from Avasam/from_param-TypeError</li>
    <li><a
    href="https://github.com/pypa/setuptools/commit/6928048a3c52370363fa47e7c2b9496ff0de0f79"><code>6928048</code></a>
    Merge branch 'main' into debt/msvc-monkey</li>
    <li><a
    href="https://github.com/pypa/setuptools/commit/11a6b596ed1453407061b3e57da04bd49c0adb91"><code>11a6b59</code></a>
    Merge pull request <a
    href="https://redirect.github.com/pypa/setuptools/issues/4606">#4606</a>
    from pypa/distutils-58fe058e4</li>
    <li><a
    href="https://github.com/pypa/setuptools/commit/903604bb3a648a26ce268753f6f05ce049336e5c"><code>903604b</code></a>
    Reraise sensible errors from auto_chmod (<a
    href="https://redirect.github.com/pypa/setuptools/issues/4593">#4593</a>)</li>
    <li><a
    href="https://github.com/pypa/setuptools/commit/8ec5b5aeef7a6cd80ca8c3291ad66acc3986069b"><code>8ec5b5a</code></a>
    Add missing news fragment for PR 4603</li>
    <li><a
    href="https://github.com/pypa/setuptools/commit/e90dfd568eef9dde8aa69a8a0ec1a7e692c532c8"><code>e90dfd5</code></a>
    Exclude top-level <code>.tox|.nox|.venv</code> from sdist (<a
    href="https://redirect.github.com/pypa/setuptools/issues/4603">#4603</a>)</li>
    <li><a
    href="https://github.com/pypa/setuptools/commit/ef2957a952244e4dfd179d29e1eaaa2cd83a1e26"><code>ef2957a</code></a>
    Reraise sensible errors from auto_chmod</li>
    <li>Additional commits viewable in <a
    href="https://github.com/pypa/setuptools/compare/v65.6.1...v74.0.0">compare
    view</a></li>
    </ul>
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  11. [TF FE] Stabilize TF2 Keras layer test for StackedRNNCells (openvinot…

    …oolkit#26329)
    
    **Details:** Stabilize TF2 Keras layer test for StackedRNNCells
    
    **Ticket:** TBD
    
    Signed-off-by: Kazantsev, Roman <[email protected]>
    rkazants authored Aug 30, 2024
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  13. Disabled LTO for gcc older than 9.0 (openvinotoolkit#26330)

    ### Details:
     - Gcc 8.x has multiple bug for LTO
     - Let's have 9.x and higher as required for LTO
    
    ### Tickets:
     - CVS-150950
    ilya-lavrenov authored Aug 30, 2024
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Commits on Sep 1, 2024

  1. [Good First Issue][TF FE]: Support complex tensors for Pack operation (

    …openvinotoolkit#25193)
    
    ### Details:
    - ***Addresses the issue** : [[Good First Issue][TF FE]: Support complex
    tensors for Pack operation
    openvinotoolkit#22954](openvinotoolkit#22954
     - *Added support for complex tensors for pack operation*
     - *Let me know if any changes are required*
    
    ---------
    
    Co-authored-by: Michal Lukaszewski <[email protected]>
    Co-authored-by: Roman Kazantsev <[email protected]>
    3 people authored Sep 1, 2024
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  2. [TF FE]: Support complex tensors for Sub operation (openvinotoolkit#2…

    …6342)
    
    ### Details:
     - Support complex tensors for Sub operation + tests
    
    ### Tickets:
     - [None](openvinotoolkit#22948)
    hub-bla authored Sep 1, 2024
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  3. Bump actions/upload-artifact from 4.3.4 to 4.4.0 (openvinotoolkit#26343)

    Bumps
    [actions/upload-artifact](https://github.com/actions/upload-artifact)
    from 4.3.4 to 4.4.0.
    <details>
    <summary>Release notes</summary>
    <p><em>Sourced from <a
    href="https://github.com/actions/upload-artifact/releases">actions/upload-artifact's
    releases</a>.</em></p>
    <blockquote>
    <h2>v4.4.0</h2>
    <h2>Notice: Breaking Changes ⚠️</h2>
    <p>We will no longer include hidden files and folders by default in the
    <code>upload-artifact</code> action of this version. This reduces the
    risk that credentials are accidentally uploaded into artifacts.
    Customers who need to continue to upload these files can use a new
    option, <code>include-hidden-files</code>, to continue to do so.</p>
    <p>See <a
    href="https://github.blog/changelog/2024-08-19-notice-of-upcoming-deprecations-and-breaking-changes-in-github-actions-runners/">&quot;Notice
    of upcoming deprecations and breaking changes in GitHub Actions
    runners&quot;</a> changelog and <a
    href="https://redirect.github.com/actions/upload-artifact/issues/602">this
    issue</a> for more details.</p>
    <h2>What's Changed</h2>
    <ul>
    <li>Exclude hidden files by default by <a
    href="https://github.com/joshmgross"><code>@​joshmgross</code></a> in <a
    href="https://redirect.github.com/actions/upload-artifact/pull/598">actions/upload-artifact#598</a></li>
    </ul>
    <p><strong>Full Changelog</strong>: <a
    href="https://github.com/actions/upload-artifact/compare/v4.3.6...v4.4.0">https://github.com/actions/upload-artifact/compare/v4.3.6...v4.4.0</a></p>
    <h2>v4.3.6</h2>
    <h2>What's Changed</h2>
    <ul>
    <li>Revert to <code>@​actions/artifact</code> 2.1.8 by <a
    href="https://github.com/robherley"><code>@​robherley</code></a> in <a
    href="https://redirect.github.com/actions/upload-artifact/pull/594">actions/upload-artifact#594</a></li>
    </ul>
    <p><strong>Full Changelog</strong>: <a
    href="https://github.com/actions/upload-artifact/compare/v4...v4.3.6">https://github.com/actions/upload-artifact/compare/v4...v4.3.6</a></p>
    <h2>v4.3.5</h2>
    <h2>What's Changed</h2>
    <ul>
    <li>Bump <code>@​actions/artifact</code> to v2.1.9 by <a
    href="https://github.com/robherley"><code>@​robherley</code></a> in <a
    href="https://redirect.github.com/actions/upload-artifact/pull/588">actions/upload-artifact#588</a>
    <ul>
    <li>Fixed artifact upload chunk timeout logic <a
    href="https://redirect.github.com/actions/toolkit/pull/1774">#1774</a></li>
    <li>Use lazy stream to prevent issues with open file limits <a
    href="https://redirect.github.com/actions/toolkit/pull/1771">#1771</a></li>
    </ul>
    </li>
    </ul>
    <p><strong>Full Changelog</strong>: <a
    href="https://github.com/actions/upload-artifact/compare/v4.3.4...v4.3.5">https://github.com/actions/upload-artifact/compare/v4.3.4...v4.3.5</a></p>
    </blockquote>
    </details>
    <details>
    <summary>Commits</summary>
    <ul>
    <li><a
    href="https://github.com/actions/upload-artifact/commit/50769540e7f4bd5e21e526ee35c689e35e0d6874"><code>5076954</code></a>
    Merge pull request <a
    href="https://redirect.github.com/actions/upload-artifact/issues/598">#598</a>
    from actions/joshmgross/exclude-hidden-files</li>
    <li><a
    href="https://github.com/actions/upload-artifact/commit/d52396ac5d312b1bda1b9fe2ae55d862c65abd68"><code>d52396a</code></a>
    Add a warning about enabling <code>include-hidden-files</code></li>
    <li><a
    href="https://github.com/actions/upload-artifact/commit/710f36207581d49e465ccbed3e007c317290fe11"><code>710f362</code></a>
    Remove &quot;merged&quot; from <code>include-hidden-files</code> input
    description</li>
    <li><a
    href="https://github.com/actions/upload-artifact/commit/3b315f26f6f828f74089e1863e67e60e48e37563"><code>3b315f2</code></a>
    <code>npm run release</code> again 🙂</li>
    <li><a
    href="https://github.com/actions/upload-artifact/commit/3be2180eb79b56341b1b127ca06a5adba2a5a3e4"><code>3be2180</code></a>
    Remove another trailing comma</li>
    <li><a
    href="https://github.com/actions/upload-artifact/commit/453e8d0a40444939146df5febed0b1221b9dd073"><code>453e8d0</code></a>
    Update glob license</li>
    <li><a
    href="https://github.com/actions/upload-artifact/commit/0a398c14804ead69f18a166f0a99f91239261ee5"><code>0a398c1</code></a>
    <code>npm run release</code></li>
    <li><a
    href="https://github.com/actions/upload-artifact/commit/a0c40cf60283f329afac2bc0fa77f1a59fa11e6e"><code>a0c40cf</code></a>
    Update to latest <code>@actions/glob</code> and fix tests</li>
    <li><a
    href="https://github.com/actions/upload-artifact/commit/acb59e47763b6e601a344d04cf3c082ee336b709"><code>acb59e4</code></a>
    <code>lint</code></li>
    <li><a
    href="https://github.com/actions/upload-artifact/commit/cb6558bb10fe4afe4054d0be4b3136e673eb5e7f"><code>cb6558b</code></a>
    Exclude hidden files by default</li>
    <li>Additional commits viewable in <a
    href="https://github.com/actions/upload-artifact/compare/0b2256b8c012f0828dc542b3febcab082c67f72b...50769540e7f4bd5e21e526ee35c689e35e0d6874">compare
    view</a></li>
    </ul>
    </details>
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  4. Bump opencv-python from 4.6.0.66 to 4.8.1.78 in /tests/e2e_tests (ope…

    …nvinotoolkit#26344)
    
    Bumps [opencv-python](https://github.com/opencv/opencv-python) from
    4.6.0.66 to 4.8.1.78.
    <details>
    <summary>Release notes</summary>
    <p><em>Sourced from <a
    href="https://github.com/opencv/opencv-python/releases">opencv-python's
    releases</a>.</em></p>
    <blockquote>
    <h2>4.8.1.78</h2>
    <p>OpenCV 4.8.1 release.</p>
    <p>Important changes:</p>
    <ul>
    <li>WebP security update for <a
    href="https://nvd.nist.gov/vuln/detail/CVE-2023-4863">CVE-2023-4863</a></li>
    </ul>
    <h2>4.8.0.76</h2>
    <p>Adds cv2.typing to package. Close <a
    href="https://redirect.github.com/opencv/opencv-python/issues/869">#869</a></p>
    <h2>4.8.0.74</h2>
    <p>Important changes:</p>
    <ul>
    <li><a
    href="https://redirect.github.com/opencv/opencv/pull/20370">#20370</a>
    Python typing stubs.</li>
    <li><a
    href="https://redirect.github.com/opencv/opencv/pull/23350">#23350</a>
    Fix reference counting errors in registerNewType.</li>
    <li><a
    href="https://redirect.github.com/opencv/opencv/pull/23399">#23399</a>,
    <a
    href="https://redirect.github.com/opencv/opencv/pull/23436">#23436</a>,
    <a
    href="https://redirect.github.com/opencv/opencv/pull/23138">#23138</a>
    Fixed ChAruco and diamond boards detector bindings.</li>
    <li><a
    href="https://redirect.github.com/opencv/opencv/pull/23371">#23371</a>
    Added bindings to allow GpuMat and Stream objects to be initialized from
    memory initialized in other libraries</li>
    <li><a
    href="https://redirect.github.com/opencv/opencv/pull/23691">#23691</a>
    np.float16 support.</li>
    <li>Python bindings for RotatedRect, CV_MAKETYPE, CV_8UC(n).</li>
    <li>Several build fixes for OpenCV-Python package</li>
    </ul>
    <h2>4.7.0.72</h2>
    <p>OpenCV 4.7.0 with various distribution bug fixes.</p>
    <ul>
    <li>Mac OS 11 support.</li>
    <li>Old Linux support with zlib version older than 1.9.</li>
    <li>Package build fixes for Python 11 on Musl C based system
    (Alpine).</li>
    </ul>
    <h2>4.7.0.70</h2>
    <p>OpenCV 4.7.0 with various distribution bug fixes.</p>
    <ul>
    <li>Mac OS 11 support.</li>
    <li>Old Linux support with zlib version older than 1.9.</li>
    <li>Package build fixes for Python 11 on Musl C based system
    (Alpine).</li>
    </ul>
    <h2>4.7.0.68</h2>
    <p>opencv-python: <a
    href="https://pypi.org/project/opencv-python/">https://pypi.org/project/opencv-python/</a>
    opencv-contrib-python: <a
    href="https://pypi.org/project/opencv-contrib-python/">https://pypi.org/project/opencv-contrib-python/</a>
    opencv-python-headless: <a
    href="https://pypi.org/project/opencv-python-headless/">https://pypi.org/project/opencv-python-headless/</a>
    opencv-contrib-python-headless: <a
    href="https://pypi.org/project/opencv-contrib-python-headless/">https://pypi.org/project/opencv-contrib-python-headless/</a></p>
    <p><a href="https://github.com/opencv/opencv/releases/tag/4.7.0">OpenCV
    4.7.0</a></p>
    <p>Changes:</p>
    <ul>
    <li>Updated third-party libraries to fix potential vulnerabilities.</li>
    <li>Dropped Python 3.6 support.</li>
    <li>Added Python 3.11 support.</li>
    </ul>
    </blockquote>
    </details>
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Commits on Sep 2, 2024

  1. [GPU] Do not preallocate memory if desired size reaches the maximum s…

    …upported buffer size (openvinotoolkit#26340)
    
    ### Details:
    - This patch fixes an issue where requested buffer meets the
    requirements of the maximum buffer allocation size, but applying
    preallocation causes the limits to be reached, resulting in an OpenCL
    error
    sshlyapn authored Sep 2, 2024
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  2. Fix CS issues (openvinotoolkit#26317)

    ### Details:
     - Fix CS issues
     - *...*
    
    ### Tickets:
     - *ticket-id*
    
    Signed-off-by: Zhai, Xuejun <[email protected]>
    zhaixuejun1993 authored Sep 2, 2024
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  3. [GPU] Small refactoring & cleanup (openvinotoolkit#26349)

    ### Details:
    - `aggregate_events` method is now a part of stream to avoid duplication
    in different places
    - Removed unnecessary prior_box primitive registration which called
    wait_for_events impl
     - Removed unnecessary `program_node::generates_dynamic_output` method
     - Removed unused `form_tags_by_ndims` map
     - Removed unused onednn eltwise registration
     - Minor fixes for broadcast and non zero layout inference
     - Minor cleanup
    vladimir-paramuzov authored Sep 2, 2024
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  4. [GPU] Add reqd_work_group_size attribute to softmax bf kernel (openvi…

    …notoolkit#26345)
    
    ### Details:
     - Add reqd_work_group_size attribute to softmax bf kernel
     - Slight performance improvement
    
    ### Tickets:
     - 151211
    dnkurek authored Sep 2, 2024
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  5. [GPU]: Added support for bitwise_and, bitwise_or and bitwise_xor (ope…

    …nvinotoolkit#26325)
    
    ### Details:
     - Added basic support for bitwise or, xor, and
     - Add proper unit and functional tests
    
    ### Tickets:
     - CVS-148540
    pkowalc1 authored Sep 2, 2024
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  6. [DOCS] Fixing snippets in Obtaining a Stateful OpenVINO Model (openvi…

    …notoolkit#26355)
    
    Removing duplicate target names from `csv-table`'s in GenAI performance
    benchmarks. Fixing issues related to missing Python script file in
    snippets, in the `Obtaining a Stateful OpenVINO Model` article.
    sgolebiewski-intel authored Sep 2, 2024
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  7. [PT FE] Set target name as PythonOp name (openvinotoolkit#26327)

    ### Details:
     - *item1*
     - *...*
    
    ### Tickets:
     - *ticket-id*
    mvafin authored Sep 2, 2024
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  8. [PT FE] Enable layer tests on Windows (openvinotoolkit#26332)

    ### Details:
     - *Enable layer tests on Windows*
     - *Continuation of openvinotoolkit#23984*
    
    ### Tickets:
     - *CVS-115085*
    mvafin authored Sep 2, 2024
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  9. [TF FE] Support TF 2.17 and stick exact TF version for validation (op…

    …envinotoolkit#26014)
    
    **Details:** Stick exact version for TF FE validation. This approach is
    more transparent about what TF version is exactly tested against.
    We will select the highest available version for each platform.
    
    **Ticket:** 150601
    
    ---------
    
    Signed-off-by: Kazantsev, Roman <[email protected]>
    rkazants authored Sep 2, 2024
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Commits on Sep 3, 2024

  1. [OV JS] Use released openvino-node package in samples (openvinotoolki…

    …t#26270)
    
    ### Details:
    - Replace `openvino-node` package in samples to do not build openvino to
    run js samples
    
    ### Tickets:
     - 149668
    vishniakov-nikolai authored Sep 3, 2024
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  2. [GPU] Layout optimizer as program member (openvinotoolkit#26359)

    ### Details:
    - Layout optimizer is made a member of program class to be able to use
    it during implementation selection
    vladimir-paramuzov authored Sep 3, 2024
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  3. [TF FE] Stabilize layer tests for Adjust operations on all platforms (o…

    …penvinotoolkit#26370)
    
    **Details:** Stabilize layer tests for Adjust operations on all
    platforms
    
    **Ticket:** TBD
    
    ---------
    
    Signed-off-by: Kazantsev, Roman <[email protected]>
    rkazants authored Sep 3, 2024
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  4. [TF FE] Fix LeakyRelu translator and stabilize tests for it (openvino…

    …toolkit#26371)
    
    **Details:** Handle correctly scalar case for LeakyRelu.
    
    **Ticket:** TBD
    
    Signed-off-by: Kazantsev, Roman <[email protected]>
    rkazants authored Sep 3, 2024
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  5. Update flake8-bugbear requirement from <=24.4.26 to <=24.8.19 in /src…

    …/bindings/python (openvinotoolkit#26353)
    
    Updates the requirements on
    [flake8-bugbear](https://github.com/PyCQA/flake8-bugbear) to permit the
    latest version.
    <details>
    <summary>Release notes</summary>
    <p><em>Sourced from <a
    href="https://github.com/PyCQA/flake8-bugbear/releases">flake8-bugbear's
    releases</a>.</em></p>
    <blockquote>
    <h2>24.8.19</h2>
    <ul>
    <li>B910: implement to suggest using Counter() instead of
    defaultdict(int) (<a
    href="https://redirect.github.com/PyCQA/flake8-bugbear/issues/489">#489</a>)</li>
    <li>B901: Do not trigger with explicit Generator return type (<a
    href="https://redirect.github.com/PyCQA/flake8-bugbear/issues/481">#481</a>)</li>
    <li>B008: add some comments, rename b008_extend_immutable_calls (<a
    href="https://redirect.github.com/PyCQA/flake8-bugbear/issues/476">#476</a>)</li>
    <li>B040: exception with note added not reraised or used (<a
    href="https://redirect.github.com/PyCQA/flake8-bugbear/issues/477">#477</a>)</li>
    <li>B039, Add <code>ContextVar</code> with mutable literal or function
    call as default</li>
    <li>B040: Add Exception with added note not reraised. (<a
    href="https://redirect.github.com/PyCQA/flake8-bugbear/issues/474">#474</a>)</li>
    <li>Run tests in Python 3.13</li>
    <li>Type annotated code (<a
    href="https://redirect.github.com/PyCQA/flake8-bugbear/issues/481">#481</a>
    + <a
    href="https://redirect.github.com/PyCQA/flake8-bugbear/issues/483">#483</a>)</li>
    <li>Replace hash with unsafe_hash (<a
    href="https://redirect.github.com/PyCQA/flake8-bugbear/issues/486">#486</a>)</li>
    </ul>
    </blockquote>
    </details>
    <details>
    <summary>Commits</summary>
    <ul>
    <li><a
    href="https://github.com/PyCQA/flake8-bugbear/commit/2f4e42fd92c933f114305df4a7f42c23673871b2"><code>2f4e42f</code></a>
    Update CHANGES + move to version 24.8.19 to release</li>
    <li><a
    href="https://github.com/PyCQA/flake8-bugbear/commit/c50e9dc34c3add0cf2fb0499d6e32761c7aae6ea"><code>c50e9dc</code></a>
    [pre-commit.ci] pre-commit autoupdate (<a
    href="https://redirect.github.com/PyCQA/flake8-bugbear/issues/487">#487</a>)</li>
    <li><a
    href="https://github.com/PyCQA/flake8-bugbear/commit/f0eeda871eee13b60071c39bd7f83af397589ed2"><code>f0eeda8</code></a>
    Replace hash with unsafe_hash (<a
    href="https://redirect.github.com/PyCQA/flake8-bugbear/issues/486">#486</a>)</li>
    <li><a
    href="https://github.com/PyCQA/flake8-bugbear/commit/593991086069cb3cd347622770c10453734ef582"><code>5939910</code></a>
    Implemented <a
    href="https://redirect.github.com/PyCQA/flake8-bugbear/issues/323">#323</a>:
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    href="https://redirect.github.com/PyCQA/flake8-bugbear/issues/484">#484</a>)</li>
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    href="https://redirect.github.com/PyCQA/flake8-bugbear/issues/482">#482</a>)</li>
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  6. Updated documentation on onnx quantization (openvinotoolkit#26364)

    ### Details:
    - Updated documentation on onnx quantization
    ### Tickets:
    - openvinotoolkit#26192
    
    Co-authored-by: Roman Kazantsev <[email protected]>
    alexsu52 and rkazants authored Sep 3, 2024
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  7. [DOCS] Release version update for 24.4 release - master (openvinotool…

    …kit#26358)
    
    Port from openvinotoolkit#26334
    
    Update of links and release version in docs for release 24.4.
    msmykx-intel authored Sep 3, 2024
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  8. [GPU] Add indices constant check for crop primitive selection in Crea…

    …teGatherOpBase (openvinotoolkit#26361)
    
    ### Details:
    - Add indices constant check for crop primitive selection in
    CreateGatherOpBase
    
    ### Tickets:
     - 150120
    wilson-seok authored Sep 3, 2024
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  9. [NPU] Fix coverity issue (openvinotoolkit#26374)

    ### Details:
    Duplicate with openvinotoolkit#26373 on
    master branch
    
    ### Tickets:
    XinWangIntel authored Sep 3, 2024
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  10. checkout omz (openvinotoolkit#26382)

    ### Details:
     - PR to release openvinotoolkit#26337
     - fixes for pip-conflict py3.12 and trivy scan
    
    ### Tickets:
     - *ticket-id*
    akuporos authored Sep 3, 2024
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  11. [Snippets] Supported dynamic case in SoftmaxReshapeElimination (openv…

    …inotoolkit#26350)
    
    ### Details:
    - *Added dynamic case support in the pass "SoftmaxReshapeElimination"
    when last (reduction) dimension is static - aligned with
    "MHATokenization" pass*
     
    
    ![image](https://github.com/user-attachments/assets/f160e615-321f-4480-a436-f53055b0ca47)
    
     - *Covered by unet test*
    
    ### Tickets:
     - *151134*
    a-sidorova authored Sep 3, 2024
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  12. [PT FE] Run EDSR tests in parallel (openvinotoolkit#26395)

    ### Details:
     - *item1*
     - *...*
    
    ### Tickets:
     - *ticket-id*
    mvafin authored Sep 3, 2024
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  13. [PT FE] Update LLm hub tests (openvinotoolkit#26366)

    ### Details:
     - *Update LLm hub tests*
    
    ### Tickets:
     - *ticket-id*
    mvafin authored Sep 3, 2024
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  14. [PT FE] Update torchvision tests with quantized and detection models (o…

    …penvinotoolkit#26397)
    
    ### Details:
     - *item1*
     - *...*
    
    ### Tickets:
     - *ticket-id*
    mvafin authored Sep 3, 2024
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  15. [JAX FE] Update JAX version to latest one for testing (openvinotoolki…

    …t#26100)
    
    **Details:** It is required for validation of Python 3.12 support.
    
    **Tickets:** 150860
    
    ---------
    
    Signed-off-by: Kazantsev, Roman <[email protected]>
    rkazants authored Sep 3, 2024
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Commits on Sep 4, 2024

  1. [PyOV]: Support direct comparison of PartialShape and Shape with list…

    … and tuple (openvinotoolkit#26261)
    
    ### Details:
    - Support direct comparison of PartialShape and Shape with list and
    tuple
     - Tests
    
    I'm not entirely sure of the dynamic case and could use a hint. ;)
    Thanks!
    
    ### Tickets:
     - 128813
    
    ---------
    
    Co-authored-by: Anastasia Kuporosova <[email protected]>
    hub-bla and akuporos authored Sep 4, 2024
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  2. [GPU] out-of-bound access of convolution kernel (openvinotoolkit#26326)

    ### Details:
    
    ### Tickets:
     - 150360
    isanghao authored Sep 4, 2024
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  3. [NPU] Remove dKmb support from the plugin (openvinotoolkit#26079)

    ### Details:
     - *Remove dKmb support from plugin*
     
    ### Tickets:
     - *CVS-150846*
    pereanub authored Sep 4, 2024
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  4. GHA: removed hardcoded build type (openvinotoolkit#26401)

    ### Details:
     - *item1*
     - *...*
    
    ### Tickets:
     - *ticket-id*
    ilya-lavrenov authored Sep 4, 2024
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  5. [Snippets][CPU] Set N_blk=24 for BRGEMM on AVX2 (openvinotoolkit#26319)

    ### Details:
     - *Set `n_blk=24` on avx2 for `BrgemmCPU`*
    
    ### Tickets:
     - *151064*
    a-sidorova authored Sep 4, 2024
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  6. [GPU] Improve paddings representation (openvinotoolkit#25716)

    ### Details:
    - *rework padding to make get_linear_size() easier thus improve memory
    pool efficiency and pave path for tensor clear up*
     - *...*
    
    ### Tickets:
     - *146712*
    ceciliapeng2011 authored Sep 4, 2024
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  7. [TRANSFORMATIONS] Fix Alibi slopes handling for Jais-13b model (openv…

    …inotoolkit#26338)
    
    [TRANSFORMATIONS] Fix Alibi slopes handling for Jais-13b model
    
    The Jais-13b model uses different approach for forming the attention
    mask using negative values of Alibi slopes for positional embedding. The
    current implementation of extracting the Alibi slopes and inserting it
    to PA results into model producing incorrect output.
    
    Detect the Jais-13b-like pattern with the negative Alibi constant and
    multiply it by -1 to use the "raw" (positive) Alibi values before
    inserting into PA.
    
    ### Tickets:
     - CVS-142320
    
    Signed-off-by: Andrii Staikov <[email protected]>
    
    ---------
    
    Signed-off-by: Andrii Staikov <[email protected]>
    CuriousPanCake authored Sep 4, 2024
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  8. [TF FE] Extend JAX layer tests precommit via TF FE path (openvinotool…

    …kit#26409)
    
    **Details:** We ensure that more JAX operations are supported via TF FE
    path
    
    **Ticket:** TBD
    
    Signed-off-by: Kazantsev, Roman <[email protected]>
    rkazants authored Sep 4, 2024
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  9. [OVJS] Avoid of usage global variables in tests (openvinotoolkit#26393)

    ### Details:
     - Avoid dependencies between tests and unexpected behaviours
     - Add `beforeEach`
    
    ### Tickets:
     - [CVS-146340](https://jira.devtools.intel.com/browse/CVS-146340)
    
    ---------
    
    Co-authored-by: Vishniakov Nikolai <[email protected]>
    almilosz and vishniakov-nikolai authored Sep 4, 2024
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  10. [GPU] Fix ocl build confliction of MAX() in scatter elements update r…

    …ef kernel (openvinotoolkit#26406)
    
    ### Details:
    - Fix ocl build confliction of MAX() in scatter elements update ref
    kernel. It causes ocl build error when other kernel which uses MAX()
    macro is generated together in same batch. Scatter elements update ref
    kernel used #define MAX again.
    
    ### Tickets:
     - 151113
    wilson-seok authored Sep 4, 2024
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  11. [GPU] Fix accuracy issue of Qwen2 model (openvinotoolkit#26411)

    ### Details:
    - This PR is a copy of
    openvinotoolkit#26389 from 2024.4
    release branch
    - It fixes functional issue of Qwen1.5-7b due to unexpected dynamic
    dimension of query input, and fixes the accuracy of Qwen2 model caused
    by the order of QK*Scale calculation
    
    ### Tickets:
     - [CVS-151304](https://jira.devtools.intel.com/browse/CVS-151304)
    sshlyapn authored Sep 4, 2024
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  12. [WHEEL] Split wheel build and build cleanup (openvinotoolkit#26423)

    ### Details:
     - Split wheel build and build cleanup
     - Do not fail build if cleanup step unsuccessful 
    
    ### Tickets:
     - *150518*
    mryzhov authored Sep 4, 2024
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  14. [GPU] Disable transpose fusion in case of no transpose found on both …

    …branches (openvinotoolkit#26429)
    
    ### Details:
    - Avoid unwanted MatMul->Gemm conversion for static shapes as MatMul
    handler can produce more performance subgraph
     - Fixes perf regression for stable diffusion unet on non-xmx platforms
    
    ### Tickets:
     - *CVS-151481*
    vladimir-paramuzov authored Sep 4, 2024
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  15. [conformance] Mark DEVICE_ID mandatory for HW plugin (openvinotoolkit…

    …#26297)
    
    ### Details:
     - *DEVICE_ID is optional for SW plugin and mandatory for HW plugin*
    
    ### Tickets:
     - *N/A*
    
    ---------
    
    Co-authored-by: Chen Peter <[email protected]>
    Haiqi Pan and peterchen-intel authored Sep 4, 2024
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  16. Fixed macOS GHA build (openvinotoolkit#26431)

    ### Details:
     - *item1*
     - *...*
    
    ### Tickets:
     - *ticket-id*
    ilya-lavrenov authored Sep 4, 2024
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Commits on Sep 5, 2024

  1. [GPU] minor fix for paddings (openvinotoolkit#26433)

    ### Details:
     - *legacy of openvinotoolkit#25716
     - *...*
    
    ### Tickets:
     - *146712*
    ceciliapeng2011 authored Sep 5, 2024
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  2. [GPU] fix for duplicated connection of fusing (openvinotoolkit#26381)

    ### Details:
    - A node may be fused into an eltwise node where input0 and input1
    connections are the same.
    - In such case, both input should be regarded ORIGINAL connection. There
    is no external dependency.
    
    ### Tickets:
     - 26259 (github issue)
    isanghao authored Sep 5, 2024
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  3. [CPU] fix QKVProjection fake-matching for accuracy with bert models (o…

    …penvinotoolkit#26407)
    
    ### Details:
    - prevent QKVProjFusion from mistakenly fusing patterns with integer
    input (happens in bert-INT8 models with smooth-quant)
    
    
    ### Tickets:
     - *CVS-151213*
    usstq authored Sep 5, 2024
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  4. [CPU] Add interface to release compiled model internal memory (openvi…

    …notoolkit#26262)
    
    ### Details:
    Port openvinotoolkit#26390 to master
    
    ### Tickets:
     - CVS-145873
    maxnick authored Sep 5, 2024
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  5. [TF FE] Stabilize layer tests for ComplexFFT ops and ComplexAbs on al…

    …l platforms (openvinotoolkit#26425)
    
    **Details:** Stabilize layer tests for ComplexFFT ops and ComplexAbs on
    all platforms
    
    **Tickets:** TBD
    
    ---------
    
    Signed-off-by: Kazantsev, Roman <[email protected]>
    rkazants authored Sep 5, 2024
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  6. [ONNX] Disabled nonmaxsuppression test for Template plugin due to r2r…

    … issues (openvinotoolkit#26386)
    
    ### Details:
     - Disabled test for Template plugin which fails due to r2r issues
    
    ### Tickets:
     - 122120
    gkrivor authored Sep 5, 2024
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  8. [DOCS] New NNCF article for user documentation - master (openvinotool…

    …kit#25981)
    
    Addition of new NNCF article for user documentation.
    
    ---------
    
    Co-authored-by: Karol Blaszczak <[email protected]>
    Co-authored-by: Alexander Kozlov <[email protected]>
    3 people authored Sep 5, 2024
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  9. [LPT] Handle scale with convert in MatMulTransformation (openvinotool…

    …kit#26398)
    
    ### Details:
    This PR handles Matmul dequantization subgraphs with convert on scales.
    
    In general, LPT don't expect Convert on dequantization scale: the
    convert is usually folded at the previous transformation pipeline steps.
    However, such subgraphs may arise on Matmul weights (in CPU plugin)
    since decompression handling logic keeps these subgraphs unchanged.
    Since decompression handling logic concerns only MatMuls, the changes in
    MatMul LPT is enough.
    
    ### Tickets:
     - *CVS-151589*
    v-Golubev authored Sep 5, 2024
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  10. [LPT] separateInStandaloneBranch fix (openvinotoolkit#26333)

    ### Details:
    - *Added `normalizeDequantization` in `separateInStandaloneBranch`: it
    is needed since `separateInStandaloneBranch` works correctly only with
    normalized dequantization*
    - *Handle all inputs (not only 0's as before) in
    `separateInStandaloneBranch`*
    - *Removed `normalizeDequantization` in transformations since this logic
    is placed inside `separateInStandaloneBranch` now*
    
    ### Tickets:
     - *CVS-150001*
    v-Golubev authored Sep 5, 2024
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  11. [DOCS] Update NNCF weight compression LLM example (openvinotoolkit#25287

    )
    
    - Update example to not compile the full precision model and not
    compress the model to INT8 before compressing to INT4
    - Update installation command: nncf is now included in optimum[openvino]
    
    We may also want to update the optimum example to use
    OVWeightQuantizationConfig.
    
    @AlexKoff88
    
    Co-authored-by: Alexander Kozlov <[email protected]>
    Co-authored-by: Karol Blaszczak <[email protected]>
    3 people authored Sep 5, 2024
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  12. [GPU] Fix lack of support for 3D (and smaller) shapes in TransposeFus…

    …ion pass (openvinotoolkit#26441)
    
    ### Details:
    - Fix lack of support for 3D (and smaller) shapes in TransposeFusion
    pass
    - Update IncreasePositionIdsPrecision to support both MatMul and Gemm
    operations
     - Copy of openvinotoolkit#26440
    
    ### Tickets:
     - [CVS-146889](https://jira.devtools.intel.com/browse/CVS-146889)
    sshlyapn authored Sep 5, 2024
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  13. Properly use OneCore toolchain in Windows CC (openvinotoolkit#26446)

    ### Details:
     - *item1*
     - *...*
    
    ### Tickets:
     - *ticket-id*
    ilya-lavrenov authored Sep 5, 2024
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  15. [TF FE] Change a root-cause for failing cases (openvinotoolkit#26443)

    **Details:** Established a bug in TF itself.
    
    **Ticket:** 124436
    
    Signed-off-by: Kazantsev, Roman <[email protected]>
    rkazants authored Sep 5, 2024
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  16. Remove changes to CMAKE_lang_FLAGS_build_type about MT/MTd (openvinot…

    …oolkit#26434)
    
    ### Details:
     - *item1*
     - *...*
    
    ### Tickets:
     - *ticket-id*
    
    Signed-off-by: Kang Wenjing <[email protected]>
    Co-authored-by: Ilya Lavrenov <[email protected]>
    WenjingKangIntel and ilya-lavrenov authored Sep 5, 2024
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  17. [GPU] Add reqd_work_group_size attribute to Groupnorm BFYX OPT kernel (

    …openvinotoolkit#26438)
    
    ### Details:
     - Performance improvement
    
    ### Tickets:
     - 151610
    dnkurek authored Sep 5, 2024
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  18. [GHA] Default registry to dockerhub (openvinotoolkit#26448)

    Makes local image building easier
    
    ### Tickets:
     - 149907
    akladiev authored Sep 5, 2024
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Commits on Sep 6, 2024

  1. [PyOV] remove deprecated api (openvinotoolkit#26442)

    ### Details:
     - *item1*
     - *...*
    
    ### Tickets:
     - *ticket-id*
    akuporos authored Sep 6, 2024
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  2. [PyOV] Test export/import (openvinotoolkit#26311)

    ### Details:
     - *item1*
     - *...*
    
    ### Tickets:
     - *[CVS-133903](https://jira.devtools.intel.com/browse/CVS-133903)*
    almilosz authored Sep 6, 2024
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  3. [DOCS] Updating NodeJS API docs (openvinotoolkit#26445)

    Adding info on: `Model.getOutputElementType`, `Model.clone`,
    `CompiledModel.getProperty`, `CompiledModel.setProperty`.
    sgolebiewski-intel authored Sep 6, 2024
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  4. Revise Transformation docs: python API (openvinotoolkit#26008)

    ### Details:
     - MatcherPass doc
     - ModelPass doc
    
    ### Tickets:
     - CVS-76333
    
    ---------
    
    Co-authored-by: Maciej Smyk <[email protected]>
    evkotov and msmykx-intel authored Sep 6, 2024
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  5. [GPU] Support bfyx and fsv32 input formats for concat (openvinotoolki…

    …t#26372)
    
    ### Details:
     - *Implement shape agnostic concat ref kernel*
    - *The shape agnostic concat ref kernel supports bfyx and fsv32 input
    formats*
    
    ### Tickets:
     - *149462*
    steve-y authored Sep 6, 2024
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  6. [CPU] [Snippets] Implement Convert for Snippets on ARM (openvinotoolk…

    …it#25815)
    
    ### Details:
     - *Add jit implementation for Convert emitters on ARM*
    - *Add jit implementation for Load/Store emitters for precision i32,
    f16, i8, u8 on ARM*
     - *Add Snippets tokenization for Convert on ARM*
     - *Enable LoadConvertSaturation and three other counterparts*
     - *Test case coverage*
    
    ### Tickets:
     - *[CVS-141288](https://jira.devtools.intel.com/browse/CVS-141288)*
     - *[CVS-141294](https://jira.devtools.intel.com/browse/CVS-141294)*
    xuchen-intel authored Sep 6, 2024
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  8. [PT FE] Use static seed for quantized tests (openvinotoolkit#26451)

    ### Details:
     - *Use static seed for quantized tests*
    
    ### Tickets:
     - *CVS-151071*
    mvafin authored Sep 6, 2024
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  9. [intel-npu] Add functional tests to check correct memory deallocation (

    …openvinotoolkit#25980)
    
    ### Details:
     - *The following new test cases are being added:*
    ``` 
    1) allocate / de-allocate a model for N times
    
    2) allocate a model
    create infer request / destroy infer request for N times
    de-allocate and destroy the model
    
    3) allocate a model
    create infer request 
    set_tensort(with new buffer every time) for N times
    destroy infer request
    de-allocate and destroy the model
    
    4) allocate a model
    create infer request 
    local_tensor = infer_request.get_output_tensor()
    destroy infer request // output tensor should not be deallocated here
    de-allocate and destroy the model
    destroy local_tensor // output tensor should be deallocated here
    ```
    
    ### Tickets:
     - *E129376*
    MirceaDan99 authored Sep 6, 2024
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  10. [LPT] Handle Gather in markup transformation (openvinotoolkit#26428)

    ### Details:
    When GatherTransformation was implemented, the necessary handling in LPT
    Markup transformations was skipped. This PR adds gather layers handling
    in LPT Markup transformations
    
    ### Tickets:
     - *CVS-151590*
    v-Golubev authored Sep 6, 2024
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  12. Update quantization-aware-training-pytorch.rst (openvinotoolkit#26414)

    The suggested learning rate in this document seems wrong. It should be
    1e-5 rather than 10e-5.
    
    ### Details:
     - *item1*
     - *...*
    
    ### Tickets:
     - *ticket-id*
    Huairui authored Sep 6, 2024
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  13. [Snippets] Enable libxsmm GHA job (openvinotoolkit#26356)

    ### Details:
     - *Enable functional and unit tests in the Libxsmm GHA job*
    
    ### Tickets:
     - *151223*
    IvanNovoselov authored Sep 6, 2024
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  14. add failed model to the skip list (openvinotoolkit#26365)

    ### Details:
     - added cientnet/b2/feature-vector to skip list due to url error
    
    ### Tickets:
     - 151259
    evkotov authored Sep 6, 2024
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Commits on Sep 9, 2024

  1. [DOC] add cache_encryption_callbacks example in guide (openvinotoolki…

    …t#26432)
    
    ### Details:
     - *add example of cache_encryption_callbacks in document*
    
    ### Tickets:
     - *CVS-123336*
    
    ---------
    
    Co-authored-by: Chen Peter <[email protected]>
    xufang-lisa and peterchen-intel authored Sep 9, 2024
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  2. [TF FE] Fix translator for LinSpace operation and stabilize tests for…

    … it on all platforms (openvinotoolkit#26477)
    
    **Details:** Fix translator for LinSpace operation and stabilize tests
    for it on all platforms
    
    **Ticket:** TBD
    
    Signed-off-by: Kazantsev, Roman <[email protected]>
    rkazants authored Sep 9, 2024
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  3. [TF FE] Stabilize layer tests for Xlogy and Xlog1py on all platforms (o…

    …penvinotoolkit#26474)
    
    **Details:** Stabilize layer tests for Xlogy and Xlog1py on all
    platforms
    
    **Ticket:** TBD
    
    Signed-off-by: Kazantsev, Roman <[email protected]>
    rkazants authored Sep 9, 2024
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  4. [GPU] Update gpu passes to keep valid layouts more often (openvinotoo…

    …lkit#26426)
    
    ### Details:
    - Added explicit layout recalc after some graph modifications to avoid
    full invalidation of layouts later on random attempt to call
    `get_output_layout()`
    - Remove i64 data type handling in add_required_reorder pass as
    ConvertPrecision is supposed to convert everything into i32.
    - Move shape info tensor alloc to `update_shape_info_tensor` call to
    avoid allocation in case if the buffer is not needed for selected impl
    - Fixed impl forcing in some unit tests  + other minor test changes
    vladimir-paramuzov authored Sep 9, 2024
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  5. [TF FE]: Support complex tensors for Prod operations (openvinotoolkit…

    …#26475)
    
    ### Details:
    - Fixed fifth case of `atan2` implementation (it returned `pi/2` instead
    of `-pi/2`).
    - Moved `atan2` to `utils`.
    - Create helper functions for converting complex number from rectangular
    to polar form and the other way around.
    - Support complex tensors for `Prod` operations + unit tests.
    
    ### Tickets:
     - [None](openvinotoolkit#23233)
    
    
    ### Resources used:
    -
    https://math.stackexchange.com/questions/1938894/imaginary-part-of-a-product-of-n-complex-numbers
     - https://en.m.wikipedia.org/wiki/Euler%27s_formula
    
    ---------
    
    Co-authored-by: Roman Kazantsev <[email protected]>
    hub-bla and rkazants authored Sep 9, 2024
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  6. [GPU] Fix random tests (openvinotoolkit#26486)

    * Fix out of bound memory in tests cases, phase1
    p-durandin authored Sep 9, 2024
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  7. Add USE_TBBBIND_2_5 before the definition of binding_observer (openvi…

    …notoolkit#26482)
    
    ### Details:
    - *`binding_observer` is defined but not implemented when
    USE_TBBBIND_2_5 is not defined. So add `USE_TBBBIND_2_5` before the
    definition of `binding_observer`*
    
    ### Tickets:
     - *151706*
    sunxiaoxia2022 authored Sep 9, 2024
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  8. [PT FE] Update model hub tests (openvinotoolkit#26467)

    ### Details:
     - *Update model hub tests*
    
    ### Tickets:
     - *ticket-id*
    mvafin authored Sep 9, 2024
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  9. [PT FE] Update torch to 2.4.1 in tests (openvinotoolkit#26464)

    ### Details:
     - *item1*
     - *...*
    
    ### Tickets:
     - *ticket-id*
    mvafin authored Sep 9, 2024
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  10. [GPU] fix zero array in network unit test (openvinotoolkit#26470)

    ### Details:
     - Check for zero intermediate buffers
    
    ### Tickets:
     - N/A
    p-durandin authored Sep 9, 2024
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  11. [GHA] Enable more convenient OV provider call from other repos (openv…

    …inotoolkit#26471)
    
    To call the action via a single step "- uses:
    openvinotoolkit/openvino/.github/actions/openvino_provider@master" w/o
    extra checkout
    akladiev authored Sep 9, 2024
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  12. [DOCS] GenAI Docker images note (openvinotoolkit#26489)

    ### Details:
     - *item1*
     - *...*
    
    ### Tickets:
     - *ticket-id*
    tsavina authored Sep 9, 2024
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  13. Docs change csv to json file in benchmark graphs (openvinotoolkit#26494)

    ### Details:
     - *item1*
     - *...*
    
    ### Tickets:
     - *ticket-id*
    akopytko authored Sep 9, 2024
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  15. [DOCS] New Key Features in docs - master (openvinotoolkit#26308)

    New Key Features article for the documentation.
    
    ---------
    
    Co-authored-by: Karol Blaszczak <[email protected]>
    Co-authored-by: Sebastian Golebiewski <[email protected]>
    3 people authored Sep 9, 2024
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  16. [DOCS] Removing redundant data from articles. (openvinotoolkit#26496)

    Removing old ID labels from articles.
    sgolebiewski-intel authored Sep 9, 2024
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  17. [Snippets][CPU] Disabled dynamic MHA tokenization if rtCache is not u…

    …sed (openvinotoolkit#26376)
    
    ### Details:
    - *To reduce overheads of ShapeInference and CodeGeneration of dynamic
    Subgraphs, CPU node Subgraph uses Runtime Cache of the plugin. If
    Runtime Cache capacity is zero, dynamic subgraphs should not be
    tokenized - it will lead to performance degradations. This PR disables
    dynamic MHA tokenization if `config.rtCacheCapacity == 0`*
    
    ### Tickets:
     - *150951*
    a-sidorova authored Sep 9, 2024
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Commits on Sep 10, 2024

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  2. [Paddle FE] Paddle frontend op interpolate support SizeTensor (openvi…

    …notoolkit#26478)
    
    ### Details:
     - *Paddle frontend op interpolate support SizeTensor*
    
    ### Tickets:
     - *CVS-150557*
    meiyang-intel authored Sep 10, 2024
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  3. Fix typo in EnvVar class and fix filtering functionality (openvinotoo…

    …lkit#26459)
    
    ### Details:
    Now EnvVar works correctly in case of bool values
    Thanks @ceciliapeng2011 for finding
    
    + updated the description and the filtering functionality
    
    ### Tickets:
     - *N/A*
    itikhono authored Sep 10, 2024
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  4. [GPU] Simplify items_num and leftovers calculation (openvinotoolkit#2…

    …6495)
    
    ### Details:
     - Simplify and reduce code
     - Very slight performance improvement for dynamic shapes
    
    ### Tickets:
     -
    dnkurek authored Sep 10, 2024
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  5. Append input index to input names (openvinotoolkit#26453)

    ### Details:
     - `ii.get_index` can return same index for different inputs:
    ```
    (gdb) p inputInfo
    $1 = std::vector of length 2, capacity 2 = {{
        m_node = std::shared_ptr<ov::Node> (use count 3, weak count 2) = {get() = 0x555555872860}, m_index = 0}, {
        m_node = std::shared_ptr<ov::Node> (use count 3, weak count 2) = {get() = 0x555555873fa0}, m_index = 0}}
    ```
     - This may result in the collision of names.
    - When different inputs are referred by the same name, single image test
    will populate only one such input.
     - Append `id` to the name to assure its uniqueness.
    
    ### Tickets:
     - E-137973
    briangrifiin authored Sep 10, 2024
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  7. [JAX FE][DOCS] Document Support of JAX/Flax models by OpenVINO (openv…

    …inotoolkit#26513)
    
    **Details:** Document Support of JAX/Flax models by OpenVINO
    
    **Ticket:** 150970
    
    ---------
    
    Signed-off-by: Kazantsev, Roman <[email protected]>
    Co-authored-by: Karol Blaszczak <[email protected]>
    Co-authored-by: Sebastian Golebiewski <[email protected]>
    3 people authored Sep 10, 2024
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  8. [GPU] Fix network c-tor to avoid config mismatch (openvinotoolkit#26485)

    ### Details:
    - Network class c-tor had version with both program and config
    parameters, and this config parameter was actually used which caused
    mismatch between program and network config values as inside the program
    we call apply_user_properties() method.
     - This PR removes Config from this c-tor and get it from program class
    vladimir-paramuzov authored Sep 10, 2024
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  9. [TRANSFORMATIONS][DEBUG] Include extra debug info to MatcherPass (ope…

    …nvinotoolkit#26499)
    
    Add OPENVINO_DEBUG for a matching attempt.
    Catch possible callback exceptions to include a name of the matcher
    which is currently being applied
    
    Co-authored-by: Ivan Tikhonov <[email protected]>
    EgorDuplensky and itikhono authored Sep 10, 2024
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  10. [LPT] NormalizeDequantization correction (openvinotoolkit#26490)

    ### Details:
    - *Correct NormalizeDequantization behavior in order to avoid eltwise
    inputs reshuffle in case if both inputs are constant*
     - *Added converts on constant path support in NormalizeDequantization*
    
    ### Tickets:
     - *CVS-151869*
     - *CVS-79740*
    v-Golubev authored Sep 10, 2024
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  12. [CPU][ARM] Fix output detection in ConvertReduceMultiAxisBase trans…

    …formation (openvinotoolkit#26500)
    
    ### Details:
     - The fix of openvinotoolkit/nncf#2943 
    - The error `Default output not supported` could be raised in
    `ConvertReduceMultiAxisBase` transformation because output of Reduce
    input node was not specified. It works well if the node has default
    output, but for some nodes (like `VariadicSplit`) it leads to the error.
     - The fix is to explicitly specify needed output. 
    
    ### Tickets:
     - *ticket-id*
    alvoron authored Sep 10, 2024
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Commits on Sep 11, 2024

  1. Update pybind11 version (openvinotoolkit#26520)

    ### Details:
     - *item1*
     - *...*
    
    ### Tickets:
     - *ticket-id*
    akuporos authored Sep 11, 2024
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  2. [CI] [GHA] Introduce Fedora 29 (openvinotoolkit#26336)

    ### Tickets:
     - *148720*
    akashchi authored Sep 11, 2024
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  3. [GPU] Fix OOB access in reorder (openvinotoolkit#26522)

    ### Details:
     - Fix out of bound access in reorder
    p-durandin authored Sep 11, 2024
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  4. [GPU] Fix unit tests ph2 (openvinotoolkit#26524)

    ### Details:
     - Fixes in tests
    p-durandin authored Sep 11, 2024
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  5. [GPU] Optimize graph transformation for pytorch (openvinotoolkit#26410)

    ### Details:
    - Transpose fusion into MatMul may have caused perf drop even if tensor
    is aligned by 16
       - For small tensors & aligned-by-16, fuse Transpose into MatMul.
       - For large tensors, do not fuse Transpose
     - Remove Pad in front of MaxPool.
       - MaxPool adds padding for CEIL_PYTORCH rounding type.
    - The pad should be removed if the pad_begin and pad_end are 0.
    Otherwise, it would cause perf drop.
    
    ### Tickets:
     - *150556*
    jade-cho authored Sep 11, 2024
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  6. Fix path to generated ov_plugins.hpp (openvinotoolkit#26521)

    OpenVino fails to compile if it's used as a subdirectory in
    CMakeLists.txt. For example, below scenario:
    ```
    $ git clone https://github.com/openvinotoolkit/openvino --recursive
    $ cat CMakeLists.txt
    project(testing)
    add_subdirectory(openvino)
    $ mkdir build
    $ cmake -B build -S .
    $ make -C build openvino_runtime_obj
    ```
    
    ends with compilation error:
    ```
    core_impl.cpp:32:10: fatal error: ov_plugins.hpp: No such file or directory
       32 | #include "ov_plugins.hpp"
          |          ^~~~~~~~~~~~~~~~
    ```
    because of incorrect include path.
    openvino_runtime_obj target expects ov_plugins.hpp to be present in
    ${CMAKE_CURRENT_BINARY_DIR} (which is build/openvino/src/inference in
    this case), but ov_plugins.hpp is generated to
    ${CMAKE_BINARY_DIR}/src/inference (which is build/src/inference). To fix
    that, ov_generate_plugins_hpp can use BINARY_DIR property of
    openvino_runtime_obj instead of ${CMAKE_BINARY_DIR}/src/inference.
    mateusztabaka authored Sep 11, 2024
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  7. [GHA] Add ov_wheel_source output for ov provider (openvinotoolkit#26517)

    For some cases (e.g. during tokenizers build via pip wheel) we need only
    wheel source argument, not the input for pip install
    akladiev authored Sep 11, 2024
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  8. [DOCS] Updating references to OMZ in docs (openvinotoolkit#26523)

    Updating reference to Open Model Zoo repository.
    sgolebiewski-intel authored Sep 11, 2024
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  9. [TF FE] Stabilize tf.keras.layers.Dot layer tests on all platforms (o…

    …penvinotoolkit#26528)
    
    **Details:** Stabilize tf.keras.layers.Dot layer tests on all platforms
    
    **Ticket:** 151986
    
    Signed-off-by: Kazantsev, Roman <[email protected]>
    rkazants authored Sep 11, 2024
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  10. [Transformations] MatMulMultiplyFusion: added a check on consumers co…

    …unt (openvinotoolkit#26525)
    
    ### Details:
    - *Current MatMulMultiplyFusion implementation transforms matmuls with
    several consumers which is incorrect. This PR adds the corresponding
    check in transformation's matcher in order to avoid transformation in
    case of several matmul consumers*
    
    ### Tickets:
     - *N\A*
    
    ---------
    
    Co-authored-by: Ivan Tikhonov <[email protected]>
    v-Golubev and itikhono authored Sep 11, 2024
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  12. [GPU] Optimize RMS Stack Size for Better Performance (openvinotoolkit…

    …#26515)
    
    ### Details:
    - Since stack_size can be calculated, we can use smaller stack size
    instead of 33 to achieve better performance.
    
    ### Performance:
     - qwen2-0.5B’s throughput increased from 40.2 qps to 41.8 qps.
    
    ### Tickets:
     - CVS-152013
    zaixing-wang authored Sep 11, 2024
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  13. [GHA] Artifact folder names consistency check (openvinotoolkit#26538)

    ### Details:
    To avoid sudden breaking of CI's in repos retrieving these artifacts via
    OV provider or Jenkins
    
    ### Tickets:
     - 152261
    akladiev authored Sep 11, 2024
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  14. [CPU] Introduce SubModel op and Composite node (openvinotoolkit#25385)

    with the idea of wrapping up (grouping) parts of the model / graph
    into a inner model / graph without any (almost) runtime overhead.
    SubModel op and Compoisite node are expected to perform no extra logic
    and to only execute an inner model / graph
    
    ### Details:
    - The naming "Composite node and SubModel operation" are discussable. A
    convenient option for the Composite node would be "SubGraph", but it is
    taken by snippets, which seems logical as well.
     - the Composite node is not yet used by plugin
    - single layer tests are to be added later. The problem is that
    currently it is impossible to use cpu plugin specific transformations
    and operations in scope of cpu func tests.
     - 
    
    ### Tickets:
     - *ticket-id*
    EgorDuplensky authored Sep 11, 2024
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Commits on Sep 12, 2024

  1. [CPU]Mark Range as FP32 (openvinotoolkit#26456)

    ### Details:
     - *Make `MarkFloatingPointRange`  as public transformation API*
     - *Use `MarkFloatingPointRange` in CPU BF16 inference*
    
    ### Tickets:
     - *CVS-144062*
    zhangYiIntel authored Sep 12, 2024
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  2. [GPU] Fix fc_tiled kernel for eltwise fusion and allow fusion for dyn…

    …amic shape (openvinotoolkit#26502)
    
    ### Details:
     - Fixed bug in fc_tiled_opt kernel + eltwise fusion 
    - Allow fc (fp precision) + eltwise fusion for dynamic case & unfuse if
    unsupported kernel is selected
    
    ### Tickets:
     - CVS-151537
    yeonbok authored Sep 12, 2024
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  3. [GPU] OpenCL headers compatibility comment (openvinotoolkit#26534)

    ### Details:
     - *item1*
     - *...*
    
    ### Tickets:
     - *[CVS-138065](https://jira.devtools.intel.com/browse/CVS-138065)*
    
    ---------
    
    Co-authored-by: Tatiana Savina <[email protected]>
    p-durandin and tsavina authored Sep 12, 2024
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  4. Bump actions/upload-artifact from 4.3.4 to 4.4.0 (openvinotoolkit#26544)

    Bumps
    [actions/upload-artifact](https://github.com/actions/upload-artifact)
    from 4.3.4 to 4.4.0.
    <details>
    <summary>Release notes</summary>
    <p><em>Sourced from <a
    href="https://github.com/actions/upload-artifact/releases">actions/upload-artifact's
    releases</a>.</em></p>
    <blockquote>
    <h2>v4.4.0</h2>
    <h2>Notice: Breaking Changes ⚠️</h2>
    <p>We will no longer include hidden files and folders by default in the
    <code>upload-artifact</code> action of this version. This reduces the
    risk that credentials are accidentally uploaded into artifacts.
    Customers who need to continue to upload these files can use a new
    option, <code>include-hidden-files</code>, to continue to do so.</p>
    <p>See <a
    href="https://github.blog/changelog/2024-08-19-notice-of-upcoming-deprecations-and-breaking-changes-in-github-actions-runners/">&quot;Notice
    of upcoming deprecations and breaking changes in GitHub Actions
    runners&quot;</a> changelog and <a
    href="https://redirect.github.com/actions/upload-artifact/issues/602">this
    issue</a> for more details.</p>
    <h2>What's Changed</h2>
    <ul>
    <li>Exclude hidden files by default by <a
    href="https://github.com/joshmgross"><code>@​joshmgross</code></a> in <a
    href="https://redirect.github.com/actions/upload-artifact/pull/598">actions/upload-artifact#598</a></li>
    </ul>
    <p><strong>Full Changelog</strong>: <a
    href="https://github.com/actions/upload-artifact/compare/v4.3.6...v4.4.0">https://github.com/actions/upload-artifact/compare/v4.3.6...v4.4.0</a></p>
    <h2>v4.3.6</h2>
    <h2>What's Changed</h2>
    <ul>
    <li>Revert to <code>@​actions/artifact</code> 2.1.8 by <a
    href="https://github.com/robherley"><code>@​robherley</code></a> in <a
    href="https://redirect.github.com/actions/upload-artifact/pull/594">actions/upload-artifact#594</a></li>
    </ul>
    <p><strong>Full Changelog</strong>: <a
    href="https://github.com/actions/upload-artifact/compare/v4...v4.3.6">https://github.com/actions/upload-artifact/compare/v4...v4.3.6</a></p>
    <h2>v4.3.5</h2>
    <h2>What's Changed</h2>
    <ul>
    <li>Bump <code>@​actions/artifact</code> to v2.1.9 by <a
    href="https://github.com/robherley"><code>@​robherley</code></a> in <a
    href="https://redirect.github.com/actions/upload-artifact/pull/588">actions/upload-artifact#588</a>
    <ul>
    <li>Fixed artifact upload chunk timeout logic <a
    href="https://redirect.github.com/actions/toolkit/pull/1774">#1774</a></li>
    <li>Use lazy stream to prevent issues with open file limits <a
    href="https://redirect.github.com/actions/toolkit/pull/1771">#1771</a></li>
    </ul>
    </li>
    </ul>
    <p><strong>Full Changelog</strong>: <a
    href="https://github.com/actions/upload-artifact/compare/v4.3.4...v4.3.5">https://github.com/actions/upload-artifact/compare/v4.3.4...v4.3.5</a></p>
    </blockquote>
    </details>
    <details>
    <summary>Commits</summary>
    <ul>
    <li><a
    href="https://github.com/actions/upload-artifact/commit/50769540e7f4bd5e21e526ee35c689e35e0d6874"><code>5076954</code></a>
    Merge pull request <a
    href="https://redirect.github.com/actions/upload-artifact/issues/598">#598</a>
    from actions/joshmgross/exclude-hidden-files</li>
    <li><a
    href="https://github.com/actions/upload-artifact/commit/d52396ac5d312b1bda1b9fe2ae55d862c65abd68"><code>d52396a</code></a>
    Add a warning about enabling <code>include-hidden-files</code></li>
    <li><a
    href="https://github.com/actions/upload-artifact/commit/710f36207581d49e465ccbed3e007c317290fe11"><code>710f362</code></a>
    Remove &quot;merged&quot; from <code>include-hidden-files</code> input
    description</li>
    <li><a
    href="https://github.com/actions/upload-artifact/commit/3b315f26f6f828f74089e1863e67e60e48e37563"><code>3b315f2</code></a>
    <code>npm run release</code> again 🙂</li>
    <li><a
    href="https://github.com/actions/upload-artifact/commit/3be2180eb79b56341b1b127ca06a5adba2a5a3e4"><code>3be2180</code></a>
    Remove another trailing comma</li>
    <li><a
    href="https://github.com/actions/upload-artifact/commit/453e8d0a40444939146df5febed0b1221b9dd073"><code>453e8d0</code></a>
    Update glob license</li>
    <li><a
    href="https://github.com/actions/upload-artifact/commit/0a398c14804ead69f18a166f0a99f91239261ee5"><code>0a398c1</code></a>
    <code>npm run release</code></li>
    <li><a
    href="https://github.com/actions/upload-artifact/commit/a0c40cf60283f329afac2bc0fa77f1a59fa11e6e"><code>a0c40cf</code></a>
    Update to latest <code>@actions/glob</code> and fix tests</li>
    <li><a
    href="https://github.com/actions/upload-artifact/commit/acb59e47763b6e601a344d04cf3c082ee336b709"><code>acb59e4</code></a>
    <code>lint</code></li>
    <li><a
    href="https://github.com/actions/upload-artifact/commit/cb6558bb10fe4afe4054d0be4b3136e673eb5e7f"><code>cb6558b</code></a>
    Exclude hidden files by default</li>
    <li>Additional commits viewable in <a
    href="https://github.com/actions/upload-artifact/compare/v4.3.4...50769540e7f4bd5e21e526ee35c689e35e0d6874">compare
    view</a></li>
    </ul>
    </details>
    <br />
    
    
    [![Dependabot compatibility
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  5. [DOCS] Add verification of json benchmarks files (openvinotoolkit#26527)

    ### Details:
     - *item1*
     - *...*
    
    ### Tickets:
     - *ticket-id*
    tadamczx authored Sep 12, 2024
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  6. [GPU] Fix a bug of onednn asymmetric convolution (openvinotoolkit#26536)

    ### Details:
    - *Fixed incorrect value ​​being set when weights zero-points are
    scalar.*
    
    ### Tickets:
     - *151898*
    jade-cho authored Sep 12, 2024
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  7. [GHA]: added GenAI integration build using extra modules way (openvin…

    …otoolkit#26546)
    
    ### Details:
     - *item1*
     - *...*
    
    ### Tickets:
     - *ticket-id*
    ilya-lavrenov authored Sep 12, 2024
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  8. [OV JS] Expose core.query_model to Node.js Api (openvinotoolkit#25966)

    ### Details:
    
    Changes as part of this PR include:
    * Add a CoreWrap::query_model function: Calls the underlying
    core.query_model function
    * Update the addon.ts with the queryModel method
    
    Resolves: openvinotoolkit#24373 
    
    ### Tickets:
     - openvinotoolkit#24373
    
    Signed-off-by: Nashez Zubair <[email protected]>
    Co-authored-by: Alicja Miloszewska <[email protected]>
    nashez and almilosz authored Sep 12, 2024
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  10. Add ReduceReshape transformation to NopElimination scope (openvinotoo…

    …lkit#26427)
    
    ### Details:
    Added ReduceReshape elimination transformation which eliminates Reshape
    op in some cases for Reduce-Reshape patterns
    
    ### Tickets:
     - *CVS-150952*
    itikhono authored Sep 12, 2024
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  11. Update jax requirement from <=0.4.31 to <=0.4.32 in /tests (openvinot…

    …oolkit#26548)
    
    Updates the requirements on [jax](https://github.com/google/jax) to
    permit the latest version.
    <details>
    <summary>Release notes</summary>
    <p><em>Sourced from <a
    href="https://github.com/google/jax/releases">jax's
    releases</a>.</em></p>
    <blockquote>
    <h2>JAX release v0.4.32</h2>
    <ul>
    <li>
    <p>New Functionality</p>
    <ul>
    <li>Added <code>jax.extend.ffi.ffi_call</code> and
    <code>jax.extend.ffi.ffi_lowering</code>
    to support the use of the new <code>ffi-tutorial</code> to interface
    with custom
    C++ and CUDA code from JAX.</li>
    </ul>
    </li>
    <li>
    <p>Changes</p>
    <ul>
    <li><code>jax_enable_memories</code> flag is set to <code>True</code> by
    default.</li>
    <li><code>jax.numpy</code> now supports v2023.12 of the Python Array API
    Standard.
    See <code>python-array-api</code> for more information.</li>
    <li>Computations on the CPU backend may now be dispatched asynchronously
    in
    more cases. Previously non-parallel computations were always dispatched
    synchronously. You can recover the old behavior by setting
    <code>jax.config.update('jax_cpu_enable_async_dispatch',
    False)</code>.</li>
    <li>Added new <code>jax.process_indices</code> function to replace the
    <code>jax.host_ids()</code> function that was deprecated in JAX
    v0.2.13.</li>
    <li>To align with the behavior of <code>numpy.fabs</code>,
    <code>jax.numpy.fabs</code> has been
    modified to no longer support <code>complex dtypes</code>.</li>
    <li><code>jax.tree_util.register_dataclass</code> now checks that
    <code>data_fields</code>
    and <code>meta_fields</code> includes all dataclass fields with
    <code>init=True</code>
    and only them, if <code>nodetype</code> is a dataclass.</li>
    <li>Several <code>jax.numpy</code> functions now have full
    <code>jax.numpy.ufunc</code>
    interfaces, including <code>jax.numpy.add</code>,
    <code>jax.numpy.multiply</code>,
    <code>jax.numpy.bitwise_and</code>, <code>jax.numpy.bitwise_or</code>,
    <code>jax.numpy.bitwise_xor</code>, <code>jax.numpy.logical_and</code>,
    <code>jax.numpy.logical_and</code>, and
    <code>jax.numpy.logical_and</code>.
    In future releases we plan to expand these to other ufuncs.</li>
    <li>Added <code>jax.lax.optimization_barrier</code>, which allows users
    to prevent
    compiler optimizations such as common-subexpression elimination and to
    control scheduling.</li>
    </ul>
    </li>
    <li>
    <p>Breaking changes</p>
    <ul>
    <li>The MHLO MLIR dialect (<code>jax.extend.mlir.mhlo</code>) has been
    removed. Use the
    <code>stablehlo</code> dialect instead.</li>
    </ul>
    </li>
    <li>
    <p>Deprecations</p>
    <ul>
    <li>Complex inputs to <code>jax.numpy.clip</code> and
    {func}<code>jax.numpy.hypot</code> are
    no longer allowed, after being deprecated since JAX v0.4.27.</li>
    <li>Deprecated the following APIs:
    <ul>
    <li><code>jax.lib.xla_bridge.xla_client</code>: use
    <code>jax.lib.xla_client</code> directly.</li>
    <li><code>jax.lib.xla_bridge.get_backend</code>: use
    <code>jax.extend.backend.get_backend</code>.</li>
    <li><code>jax.lib.xla_bridge.default_backend</code>: use
    <code>jax.extend.backend.default_backend</code>.</li>
    </ul>
    </li>
    <li>The <code>jax.experimental.array_api</code> module is deprecated,
    and importing it is no
    longer required to use the Array API. <code>jax.numpy</code> supports
    the array API
    directly; see <code>python-array-api</code> for more information.</li>
    <li>The internal utilities <code>jax.core.check_eqn</code>,
    <code>jax.core.check_type</code>, and
    <code>jax.core.check_valid_jaxtype</code> are now deprecated, and will
    be removed in
    the future.</li>
    <li><code>jax.numpy.round_</code> has been deprecated, following removal
    of the corresponding</li>
    </ul>
    </li>
    </ul>
    <!-- raw HTML omitted -->
    </blockquote>
    <p>... (truncated)</p>
    </details>
    <details>
    <summary>Changelog</summary>
    <p><em>Sourced from <a
    href="https://github.com/google/jax/blob/main/CHANGELOG.md">jax's
    changelog</a>.</em></p>
    <blockquote>
    <h2>jax 0.4.32 (September 11, 2024)</h2>
    <ul>
    <li>
    <p>New Functionality</p>
    <ul>
    <li>Added {func}<code>jax.extend.ffi.ffi_call</code> and
    {func}<code>jax.extend.ffi.ffi_lowering</code>
    to support the use of the new {ref}<code>ffi-tutorial</code> to
    interface with custom
    C++ and CUDA code from JAX.</li>
    </ul>
    </li>
    <li>
    <p>Changes</p>
    <ul>
    <li><code>jax_pmap_no_rank_reduction</code> flag is set to
    <code>True</code> by default.
    <ul>
    <li>array[0] on a pmap result now introduces a reshape (use array[0:1]
    instead).</li>
    <li>The per-shard shape (accessable via jax_array.addressable_shards or
    jax_array.addressable_data(0)) now has a leading (1, ...). Update code
    that directly accesses shards accordingly. The rank of the
    per-shard-shape
    now matches that of the global shape which is the same behavior as jit.
    This avoids costly reshapes when passing results from pmap into
    jit.</li>
    </ul>
    </li>
    <li><code>jax_enable_memories</code> flag is set to <code>True</code> by
    default.</li>
    <li>{mod}<code>jax.numpy</code> now supports v2023.12 of the Python
    Array API Standard.
    See {ref}<code>python-array-api</code> for more information.</li>
    <li>Computations on the CPU backend may now be dispatched asynchronously
    in
    more cases. Previously non-parallel computations were always dispatched
    synchronously. You can recover the old behavior by setting
    <code>jax.config.update('jax_cpu_enable_async_dispatch',
    False)</code>.</li>
    <li>Added new {func}<code>jax.process_indices</code> function to replace
    the
    <code>jax.host_ids()</code> function that was deprecated in JAX
    v0.2.13.</li>
    <li>To align with the behavior of <code>numpy.fabs</code>,
    <code>jax.numpy.fabs</code> has been
    modified to no longer support <code>complex dtypes</code>.</li>
    <li><code>jax.tree_util.register_dataclass</code> now checks that
    <code>data_fields</code>
    and <code>meta_fields</code> includes all dataclass fields with
    <code>init=True</code>
    and only them, if <code>nodetype</code> is a dataclass.</li>
    <li>Several {mod}<code>jax.numpy</code> functions now have full
    {class}<code>~jax.numpy.ufunc</code>
    interfaces, including {obj}<code>~jax.numpy.add</code>,
    {obj}<code>~jax.numpy.multiply</code>,
    {obj}<code>~jax.numpy.bitwise_and</code>,
    {obj}<code>~jax.numpy.bitwise_or</code>,
    {obj}<code>~jax.numpy.bitwise_xor</code>,
    {obj}<code>~jax.numpy.logical_and</code>,
    {obj}<code>~jax.numpy.logical_and</code>, and
    {obj}<code>~jax.numpy.logical_and</code>.
    In future releases we plan to expand these to other ufuncs.</li>
    <li>Added {func}<code>jax.lax.optimization_barrier</code>, which allows
    users to prevent
    compiler optimizations such as common-subexpression elimination and to
    control scheduling.</li>
    </ul>
    </li>
    <li>
    <p>Breaking changes</p>
    <ul>
    <li>The MHLO MLIR dialect (<code>jax.extend.mlir.mhlo</code>) has been
    removed. Use the
    <code>stablehlo</code> dialect instead.</li>
    </ul>
    </li>
    <li>
    <p>Deprecations</p>
    <ul>
    <li>Complex inputs to {func}<code>jax.numpy.clip</code> and
    {func}<code>jax.numpy.hypot</code> are
    no longer allowed, after being deprecated since JAX v0.4.27.</li>
    <li>Deprecated the following APIs:
    <ul>
    <li><code>jax.lib.xla_bridge.xla_client</code>: use
    {mod}<code>jax.lib.xla_client</code> directly.</li>
    <li><code>jax.lib.xla_bridge.get_backend</code>: use
    {func}<code>jax.extend.backend.get_backend</code>.</li>
    </ul>
    </li>
    </ul>
    </li>
    </ul>
    <!-- raw HTML omitted -->
    </blockquote>
    <p>... (truncated)</p>
    </details>
    <details>
    <summary>Commits</summary>
    <ul>
    <li><a
    href="https://github.com/google/jax/commit/1594d2f30fdbfebf693aba4a2b264e4a3e52acc6"><code>1594d2f</code></a>
    Prepare for v0.4.32 release.</li>
    <li><a
    href="https://github.com/google/jax/commit/ed849ff9e0576dcee2514741b5ffa951a94e20a8"><code>ed849ff</code></a>
    Make sure to call the superclass' <strong>init</strong>() on a newly
    created instance in P...</li>
    <li><a
    href="https://github.com/google/jax/commit/2bd1fdead81581db08ee84a0d1f82c407ccd6b11"><code>2bd1fde</code></a>
    Relax test tolerance in pinv test to fix a CI failure on Windows
    CPU.</li>
    <li><a
    href="https://github.com/google/jax/commit/e869a9d65e568e36e95940db302f94f9b7b973c4"><code>e869a9d</code></a>
    Merge pull request <a
    href="https://redirect.github.com/google/jax/issues/23415">#23415</a>
    from kaixih:key_value_seq_lengths</li>
    <li><a
    href="https://github.com/google/jax/commit/ea68f4569c5474f20e52b96ab88c287ab843130a"><code>ea68f45</code></a>
    Internal change</li>
    <li><a
    href="https://github.com/google/jax/commit/49dd6ed8d891ee6b7bbfcf7cc425382a7235556b"><code>49dd6ed</code></a>
    Disable a pallas export compatibility test that fails on TPU v6e.</li>
    <li><a
    href="https://github.com/google/jax/commit/808003b4e29e878349192e0f63fa1a2454ace56b"><code>808003b</code></a>
    Update users of jax.tree.map() to be more careful about how they handle
    Nones.</li>
    <li><a
    href="https://github.com/google/jax/commit/e3c4b20fa04893ad986c3184387fbd3817f1515d"><code>e3c4b20</code></a>
    [Pallas] Implement tiled and swizzled Memref loads for Mosaic GPU via
    &quot;GPUBlo...</li>
    <li><a
    href="https://github.com/google/jax/commit/c659dc9a011bf8ff604a7e23f916920ff717288b"><code>c659dc9</code></a>
    [Pallas] Disable win32 gpu_ops_test.</li>
    <li><a
    href="https://github.com/google/jax/commit/14b86259d5a7fc31235f3fdfb3bcb64aadab338b"><code>14b8625</code></a>
    Merge pull request <a
    href="https://redirect.github.com/google/jax/issues/23549">#23549</a>
    from pschuh:docs-update</li>
    <li>Additional commits viewable in <a
    href="https://github.com/google/jax/compare/jaxlib-v0.1.32...jax-v0.4.32">compare
    view</a></li>
    </ul>
    </details>
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    Co-authored-by: Roman Kazantsev <[email protected]>
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  12. Limit metrics workflow to openvino repository only (openvinotoolkit#2…

    …6561)
    
    ### Details:
    This will prevents the metrics workflow from begin run on
    openvinotoolkit/openvino forks.
    ababushk authored Sep 12, 2024
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  13. [JAX FE][GHA] Add JAX/Flax Model Hub tests into GHA (openvinotoolkit#…

    …26542)
    
    **Details:** Add JAX Model Hub tests into GHA
    
    **Ticket:** 142882
    
    ---------
    
    Signed-off-by: Kazantsev, Roman <[email protected]>
    rkazants authored Sep 12, 2024
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  14. [CI] [GHA] Enable testing of Python 3.12 on Ubuntu 24 (openvinotoolki…

    …t#26466)
    
    ### Tickets:
     - *151255*
    
    ---------
    
    Co-authored-by: Anastasia Kuporosova <[email protected]>
    akashchi and akuporos authored Sep 12, 2024
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  15. [GHA] Switch off GPU tests in precommit, post-commit and nightly (ope…

    …nvinotoolkit#26559)
    
    ### Details:
     - Switch off GPU tests in GHA
    
    ### Tickets:
     - 152280
    dorloff authored Sep 12, 2024
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  16. [GHA] Dynamic refs for third-party OV-related repos (openvinotoolkit#…

    …26564)
    
    To avoid manual updates where we can (in repos with the same branching
    systems as OV)
    akladiev authored Sep 12, 2024
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  17. NPUW: Introduce DQ (openvinotoolkit#26362)

    ### Details:
     - Introduced dyn quant patterns and transformations for common cases
    - When supported, dramatically improves performance for "Option B" when
    no DCOFF etc options applied
    - Currently experimental, disabled by default (assuming compiler will do
    this too), enabled by `"NPUW_DQ" : "YES"`
    - CW pattern works fine with prefill, GQ is generate only - not
    recommend to use with prefill models
    
    ### Tickets:
     - E-137655 (CW)
     - E-137657 (GQ)
    dmatveev authored Sep 12, 2024
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Commits on Sep 13, 2024

  1. [GPU] Fix unit tests ph3 (openvinotoolkit#26566)

    ### Details:
     - Fix errors in GPU unit tests
    p-durandin authored Sep 13, 2024
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  2. [GPU] Support for empty second input in Bucketize (openvinotoolkit#26292

    )
    
    ### Details:
     - According to spec, Bucketize should support for empty second input.
    - In case of empty second input, the bucket index for all elements is
    equal to zero.
     - Issue is occurred when the empty second input is created as Constant.
     - Constant shouldn't be set by force when the user is Bucketize. 
    
    ### Tickets:
     - 149852
    davidsnam-intel authored Sep 13, 2024
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  3. [GPU] Fixes for speculative decoding (openvinotoolkit#26578)

    ### Details:
    - This PR adds additional kernel variation for proper speculative
    decoding handling and minor improvements of paged attention
    
    ### Tickets:
     - [CVS-138903](https://jira.devtools.intel.com/browse/CVS-138903)
    sshlyapn authored Sep 13, 2024
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  4. [GHA] Remove GenAI build from Android arm64 (openvinotoolkit#26568)

    ### Details:
     - Fix for openvinotoolkit#26546
    
    ### Tickets:
    - CVS-152409
    ilya-lavrenov authored Sep 13, 2024
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  5. [GPU] Fix broadcast save/load impls (openvinotoolkit#26582)

    ### Details:
    - Fixes sporadic crash of
    `KVCacheTests.smoke_multipleIterations_stateful_gather_with_initializer_cached`
    test
    
    ### Jira
     - https://jira.devtools.intel.com/browse/CVS-133748
    vladimir-paramuzov authored Sep 13, 2024
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  6. [NPUW] Fix scalar unique names (openvinotoolkit#26541)

    Currently `ov::Model` can share names for the `Constant`s even if they
    don't have the same name in the IR. This leads NPUW to considering the
    first scalar and the second one (which is related to entirely different
    layer) is omitted. Note, that even if OV shares the name, pointers are
    different. As a simple fix I'm adding output layer description to
    distinguish scalars in such case.
    TODO: follow up with a ticket to replace names in banks with pointers
    smirnov-alexey authored Sep 13, 2024
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  7. [CI] [GHA] Use test image for test jobs (openvinotoolkit#26588)

    ### Tickets:
     - *152350*
    akashchi authored Sep 13, 2024
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  8. [TF FE] SparseSegmentMean translator (openvinotoolkit#26540)

    ### Details:
     - Added translator for SparseSegmentMean 
    
    ### Tickets:
     - 149705
    
    ---------
    
    Co-authored-by: Roman Kazantsev <[email protected]>
    popovaan and rkazants authored Sep 13, 2024
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Commits on Sep 14, 2024

  1. [Pybind] Check version of CMAKE_CXX_COMPILER_VERSION (openvinotoolkit…

    …#26550)
    
    ### Details:
    Python bindings compiled with the 14.28 toolset (19.28 compiler) could
    not be imported by another Pybind module linked with OpenVINO
    
    ### Tickets:
     - *149694*
    
    ---------
    
    Co-authored-by: Ilya Lavrenov <[email protected]>
    mryzhov and ilya-lavrenov authored Sep 14, 2024
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  2. [TF FE] Skip layer test for Prod on complex tensors on ARM due to acc…

    …uracy issue (openvinotoolkit#26602)
    
    **Details:** Skip layer test for Prod on complex tensors on ARM due to
    accuracy issue
    
    **Ticket:** TBD
    
    Signed-off-by: Kazantsev, Roman <[email protected]>
    rkazants authored Sep 14, 2024
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Commits on Sep 15, 2024

  1. [GHA] Enable parallel execution of MO Python API python tests (openvi…

    …notoolkit#26512)
    
    ### Details:
     - Enabled parallel call
    - Fixed tests to be compatible with pytest-xdist plugin (pass function
    name instead of reference)
    
    ### Tickets:
     -  [None](openvinotoolkit#20921)
    
    Without parallel execution
    ![Screenshot from 2024-09-10
    09-23-16](https://github.com/user-attachments/assets/927d2246-487b-47da-b428-e606aabf9cf6)
    
    With parallel execution (8 cpu cores)
    ![Screenshot from 2024-09-10
    09-26-10](https://github.com/user-attachments/assets/93c5d4dd-147b-4fa3-a1ca-7b2c7a5415ce)
    
    Co-authored-by: Ilya Lavrenov <[email protected]>
    Co-authored-by: Roman Kazantsev <[email protected]>
    3 people authored Sep 15, 2024
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  2. [GHA] Enable parallel execution of OVC Python API python tests (openv…

    …inotoolkit#26598)
    
    ### Details:
     - Enabled parallel call
    - Fixed tests to be compatible with pytest-xdist plugin (pass function
    name instead of reference)
    
    ### Tickets:
     - [None](openvinotoolkit#20922)
    
    Without parallel execution
    ![Screenshot from 2024-09-13
    22-01-33](https://github.com/user-attachments/assets/c13a6346-cca8-4dd5-b77a-3044cc3489be)
    
    With parallel execution (8 cpu cores)
    ![Screenshot from 2024-09-13
    22-41-36](https://github.com/user-attachments/assets/015b583f-5880-48c0-83b1-6d96cb25683d)
    
    Since I also created openvinotoolkit#26512 I thought it might be good idea to create a
    PR for that as well. Enjoy faster checks! ;)
    hub-bla authored Sep 15, 2024
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  3. [DOCS] Updated json data (openvinotoolkit#26600)

    ### Details:
     - *item1*
     - *...*
    
    ### Tickets:
     - *ticket-id*
    akopytko authored Sep 15, 2024
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Commits on Sep 16, 2024

  1. [Build] Update compilation options to support DPCPP + Windows config (o…

    …penvinotoolkit#26320)
    
    ### Details:
    - Update cmake configs to use OV_COMPILER_IS_INTEL_LLVM on windows
    instead of older intel compiler identifier and options
    vladimir-paramuzov authored Sep 16, 2024
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  2. [PyOV] Add release_memory to comp model (openvinotoolkit#26472)

    ### Details:
     - add release_memory method and test for it
    - move `generate_concat_compiled_model` and
    `generate_abs_compiled_model_with_data` to separate file
    
    ### Tickets:
     - CVS-152395
    akuporos authored Sep 16, 2024
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  3. [GPU] Swiglu OPT kernel implementation (openvinotoolkit#26172)

    ### Details:
     - Implement Swiglu OPT kernel
     - Use fast erf function instead of slow OpenCL erf
    
    ### Tickets:
     - 149484
    dnkurek authored Sep 16, 2024
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  4. [TF FE]: Support complex tensors for Rsqrt operations (openvinotoolki…

    …t#26247)
    
    ### Details:
     - Support complex tensors for `Rsqrt`operations + tests
    
    ### Tickets:
     - [None](openvinotoolkit#23238)
    
    ---------
    
    Co-authored-by: Roman Kazantsev <[email protected]>
    hub-bla and rkazants authored Sep 16, 2024
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  5. Bump reviewdog/action-shellcheck from 1.26.0 to 1.27.0 (openvinotoolk…

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  6. Bump reviewdog/action-suggester from 1.17.0 to 1.18.0 (openvinotoolki…

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  7. [Commit slider] ARM + MAC support (openvinotoolkit#26591)

    ### Details:
     - *item1*
     - *...*
    
    ### Tickets:
     - *ticket-id*
    yury-intel authored Sep 16, 2024
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  8. [TEST] Rerun tests if sporadic issue in tracing happens (openvinotool…

    …kit#26589)
    
    ### Details:
     - *Rerun tests if sporadic issue in tracing happens*
    
    ### Tickets:
     - *CVS-151277*
    mvafin authored Sep 16, 2024
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  10. [DOCS] Add compression note (openvinotoolkit#26558)

    ### Details:
     - *item1*
     - *...*
    
    ### Tickets:
     - CVS-150747
    tsavina authored Sep 16, 2024
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  11. [GHA] Support for direct package URLs specified for OV provider (open…

    …vinotoolkit#26539)
    
    For passing path to release packages, for example
    akladiev authored Sep 16, 2024
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  12. Using OV RTTI: part1 (transformations) (openvinotoolkit#26454)

    ### Details:
    Due to the issues on Android system with the standart c++ RTTI, it was
    proposed to switch to the ov RTTI
    So we are going to replace dynamic_ptr_cast to ov::as_type_ptr,
    dynamic_cast to ov::as_type
    
    ### Tickets:
     - *CVS-151640*
    itikhono authored Sep 16, 2024
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Commits on Sep 17, 2024

  1. [DOCS] Removing IOT Devkit references (openvinotoolkit#26620)

    Removing references to internal resources of IoT Devkit found in
    OpenVINO documentation. This PR addresses the following JIRA ticket:
    105801
    sgolebiewski-intel authored Sep 17, 2024
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  3. [ARM] Use OpenMP in ACL build if THREADING=OMP (openvinotoolkit#26619)

    ### Details:
    - ACL should use OpenMP scheduler if OpenVINO is built with
    `THREADING=OMP` option
    
    ### Tickets:
     - *ticket-id*
    alvoron authored Sep 17, 2024
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  4. [DOCS] Port ov archive release version (openvinotoolkit#26622)

    ### Details:
     - *item1*
     - *...*
    
    ### Tickets:
     - *ticket-id*
    tsavina authored Sep 17, 2024
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  5. NPUW: Merge parallel MMs, if possible + Update GQ transformation (ope…

    …nvinotoolkit#26580)
    
    ### Details:
    - When possible, do horizontal fusion for 2-3 MMs connected to the same
    source.
    - Also reword the GQ pattern for non-GPTQ models, now it is as
    performant as the MLIR one.
    
    ### Tickets:
     - E-137604 (merge)
     - E-138565 (DQ update)
    dmatveev authored Sep 17, 2024
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  6. [Snippets] Introduced BufferExpression (openvinotoolkit#26413)

    ### Details:
    - *Created the first specialized expression: `BufferExpression` - now we
    don't have to cast the source node to `op::Buffer` to get attributes -
    all of them are stored in `BufferExpression` now*
    - *United `NewMemoryBuffer` and `IntermediateMemoryBuffer` ops into one
    `Buffer` since now they are distinguished only by argument count*
    - *Replaced the pass "SetBrgemmCopyBBuffersShape" with new
    "InsertBrgemmCopyBBuffers" which inserts `BrgemmCopyB`-specific
    `BufferExpression` after this op*
    
    ### Tickets:
     - *151198*
    a-sidorova authored Sep 17, 2024
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  7. [GHA] Set CC_Build timeout (openvinotoolkit#26629)

    ### Details:
     - Set timeout for CC_Build Windows job
    
    ### Tickets:
     - *150783*
    mryzhov authored Sep 17, 2024
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  8. [DOCS] Page adjustment (openvinotoolkit#26637)

    PR for main changes with page style
    
    - sidebar resizing
    - H1 ,,, refactor
    - Scrollbar
    - ...
    akopytko authored Sep 17, 2024
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  9. [TESTS] Use fixed seed for quantized tests (openvinotoolkit#26618)

    ### Details:
     - *Use fixed seed for quantized tests*
    
    ### Tickets:
     - *CVS-152410*
     - *CVS-138583*
    mvafin authored Sep 17, 2024
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  10. [GHA] Use explicitly 2019 / 2022 toolsets (openvinotoolkit#26627)

    ### Details:
     - *item1*
     - *...*
    
    ### Tickets:
     - *ticket-id*
    ilya-lavrenov authored Sep 17, 2024
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  11. Update jax requirement from <=0.4.32 to <=0.4.33 in /tests (openvinot…

    …oolkit#26625)
    
    Updates the requirements on [jax](https://github.com/google/jax) to
    permit the latest version.
    <details>
    <summary>Release notes</summary>
    <p><em>Sourced from <a
    href="https://github.com/google/jax/releases">jax's
    releases</a>.</em></p>
    <blockquote>
    <h2>JAX release v0.4.33</h2>
    <p>This is a patch release on top of jax 0.4.32, that fixes two bugs
    found in that
    release.</p>
    <p>A TPU-only data corruption bug was found in the version of libtpu
    pinned by
    JAX 0.4.32, which manifested only if multiple TPU slices were present in
    the
    same job, for example, if training on multiple v5e slices.</p>
    <p>This release fixes that issue by pinning a fixed version of
    <code>libtpu-nightly</code>.</p>
    <p>This release also fixes an inaccurate result for F64 tanh on CPU (<a
    href="https://redirect.github.com/google/jax/issues/23590">#23590</a>).</p>
    </blockquote>
    </details>
    <details>
    <summary>Changelog</summary>
    <p><em>Sourced from <a
    href="https://github.com/google/jax/blob/main/CHANGELOG.md">jax's
    changelog</a>.</em></p>
    <blockquote>
    <h2>jax 0.4.33 (September 16, 2024)</h2>
    <p>This is a patch release on top of jax 0.4.32, that fixes two bugs
    found in that
    release.</p>
    <p>A TPU-only data corruption bug was found in the version of libtpu
    pinned by
    JAX 0.4.32, which manifested only if multiple TPU slices were present in
    the
    same job, for example, if training on multiple v5e slices.
    This release fixes that issue by pinning a fixed version of
    <code>libtpu</code>.</p>
    <p>This release fixes an inaccurate result for F64 tanh on CPU (<a
    href="https://redirect.github.com/google/jax/issues/23590">#23590</a>).</p>
    <h2>jax 0.4.32 (September 11, 2024)</h2>
    <p>Note: This release was yanked from PyPi because of a data corruption
    bug on TPU.
    See the 0.4.33 release notes for more details.</p>
    <ul>
    <li>
    <p>New Functionality</p>
    <ul>
    <li>Added {func}<code>jax.extend.ffi.ffi_call</code> and
    {func}<code>jax.extend.ffi.ffi_lowering</code>
    to support the use of the new {ref}<code>ffi-tutorial</code> to
    interface with custom
    C++ and CUDA code from JAX.</li>
    </ul>
    </li>
    <li>
    <p>Changes</p>
    <ul>
    <li><code>jax_pmap_no_rank_reduction</code> flag is set to
    <code>True</code> by default.
    <ul>
    <li>array[0] on a pmap result now introduces a reshape (use array[0:1]
    instead).</li>
    <li>The per-shard shape (accessable via jax_array.addressable_shards or
    jax_array.addressable_data(0)) now has a leading (1, ...). Update code
    that directly accesses shards accordingly. The rank of the
    per-shard-shape
    now matches that of the global shape which is the same behavior as jit.
    This avoids costly reshapes when passing results from pmap into
    jit.</li>
    </ul>
    </li>
    <li><code>jax_enable_memories</code> flag is set to <code>True</code> by
    default.</li>
    <li>{mod}<code>jax.numpy</code> now supports v2023.12 of the Python
    Array API Standard.
    See {ref}<code>python-array-api</code> for more information.</li>
    <li>Computations on the CPU backend may now be dispatched asynchronously
    in
    more cases. Previously non-parallel computations were always dispatched
    synchronously. You can recover the old behavior by setting
    <code>jax.config.update('jax_cpu_enable_async_dispatch',
    False)</code>.</li>
    <li>Added new {func}<code>jax.process_indices</code> function to replace
    the
    <code>jax.host_ids()</code> function that was deprecated in JAX
    v0.2.13.</li>
    <li>To align with the behavior of <code>numpy.fabs</code>,
    <code>jax.numpy.fabs</code> has been
    modified to no longer support <code>complex dtypes</code>.</li>
    <li><code>jax.tree_util.register_dataclass</code> now checks that
    <code>data_fields</code>
    and <code>meta_fields</code> includes all dataclass fields with
    <code>init=True</code>
    and only them, if <code>nodetype</code> is a dataclass.</li>
    <li>Several {mod}<code>jax.numpy</code> functions now have full
    {class}<code>~jax.numpy.ufunc</code>
    interfaces, including {obj}<code>~jax.numpy.add</code>,
    {obj}<code>~jax.numpy.multiply</code>,
    {obj}<code>~jax.numpy.bitwise_and</code>,
    {obj}<code>~jax.numpy.bitwise_or</code>,
    {obj}<code>~jax.numpy.bitwise_xor</code>,
    {obj}<code>~jax.numpy.logical_and</code>,
    {obj}<code>~jax.numpy.logical_and</code>, and
    {obj}<code>~jax.numpy.logical_and</code>.</li>
    </ul>
    </li>
    </ul>
    <!-- raw HTML omitted -->
    </blockquote>
    <p>... (truncated)</p>
    </details>
    <details>
    <summary>Commits</summary>
    <ul>
    <li><a
    href="https://github.com/google/jax/commit/80e1c94de63e7f89667cdf35f38d8fe298e97a50"><code>80e1c94</code></a>
    Prepare for v0.4.33 release.</li>
    <li><a
    href="https://github.com/google/jax/commit/1594d2f30fdbfebf693aba4a2b264e4a3e52acc6"><code>1594d2f</code></a>
    Prepare for v0.4.32 release.</li>
    <li><a
    href="https://github.com/google/jax/commit/ed849ff9e0576dcee2514741b5ffa951a94e20a8"><code>ed849ff</code></a>
    Make sure to call the superclass' <strong>init</strong>() on a newly
    created instance in P...</li>
    <li><a
    href="https://github.com/google/jax/commit/2bd1fdead81581db08ee84a0d1f82c407ccd6b11"><code>2bd1fde</code></a>
    Relax test tolerance in pinv test to fix a CI failure on Windows
    CPU.</li>
    <li><a
    href="https://github.com/google/jax/commit/e869a9d65e568e36e95940db302f94f9b7b973c4"><code>e869a9d</code></a>
    Merge pull request <a
    href="https://redirect.github.com/google/jax/issues/23415">#23415</a>
    from kaixih:key_value_seq_lengths</li>
    <li><a
    href="https://github.com/google/jax/commit/ea68f4569c5474f20e52b96ab88c287ab843130a"><code>ea68f45</code></a>
    Internal change</li>
    <li><a
    href="https://github.com/google/jax/commit/49dd6ed8d891ee6b7bbfcf7cc425382a7235556b"><code>49dd6ed</code></a>
    Disable a pallas export compatibility test that fails on TPU v6e.</li>
    <li><a
    href="https://github.com/google/jax/commit/808003b4e29e878349192e0f63fa1a2454ace56b"><code>808003b</code></a>
    Update users of jax.tree.map() to be more careful about how they handle
    Nones.</li>
    <li><a
    href="https://github.com/google/jax/commit/e3c4b20fa04893ad986c3184387fbd3817f1515d"><code>e3c4b20</code></a>
    [Pallas] Implement tiled and swizzled Memref loads for Mosaic GPU via
    &quot;GPUBlo...</li>
    <li><a
    href="https://github.com/google/jax/commit/c659dc9a011bf8ff604a7e23f916920ff717288b"><code>c659dc9</code></a>
    [Pallas] Disable win32 gpu_ops_test.</li>
    <li>Additional commits viewable in <a
    href="https://github.com/google/jax/compare/jaxlib-v0.1.32...jax-v0.4.33">compare
    view</a></li>
    </ul>
    </details>
    <br />
    
    
    Dependabot will resolve any conflicts with this PR as long as you don't
    alter it yourself. You can also trigger a rebase manually by commenting
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    3 people authored Sep 17, 2024
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  12. [DOCS] Fix css (openvinotoolkit#26642)

    ### Details:
     - *item1*
     - *...*
    
    ### Tickets:
     - *ticket-id*
    akopytko authored Sep 17, 2024
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Commits on Sep 18, 2024

  1. [CI] [GHA] Drop Python 3.8 testing in GHA (openvinotoolkit#26586)

    ### Tickets:
     - *151796*
    akashchi authored Sep 18, 2024
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  2. [NPU] Enable warnings as errors (openvinotoolkit#26557)

    ### Details:
    - enable `CMAKE_COMPILE_WARNING_AS_ERROR` for _intel\_npu_ directory
    (except _thirdparty_)
     - remove warning suppression for deprecated declarations
     - fix existing warnings
    
    ### Tickets:
     - *134706*
    alexandruenache1111 authored Sep 18, 2024
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  3. main (openvinotoolkit#26649)

    ### Details:
     - *item1*
     - *...*
    
    ### Tickets:
     - *ticket-id*
    akopytko authored Sep 18, 2024
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  4. [Transformations] Extend LSTMSequenceFusion transformation with multi…

    …ply-by-one pattern (openvinotoolkit#26641)
    
    **Details:** In customer model, there is a sub-graph under ShapeOf that
    is equivalent to multiplication by one. It can be eliminated and make
    LSTMSequence fusion possible
    
    **Ticket:** 149687
    
    Signed-off-by: Kazantsev, Roman <[email protected]>
    rkazants authored Sep 18, 2024
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  6. [GHA][MACOS] Fixed test dependencies to support macos x86 (openvinoto…

    …olkit#26631)
    
    ### Details:
     - the latest available torch version for x86 - 2.2.2 
     
    ### Tickets:
     - *ticket-id*
    mryzhov authored Sep 18, 2024
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  8. [NPU] Implement extension versions properly for each method (openvino…

    …toolkit#26638)
    
    ### Details:
     - *Implement extension versions properly for each method*
    
    ### Tickets:
     - *EISW-61724*
    pereanub authored Sep 18, 2024
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  9. [core] Improve Constant get_vector for low precisions (openvinotoolki…

    …t#26177)
    
    ### Details:
     - The Constant `get_vector` works correctly for low precisions.
    - Initialize not used bits in Constant buffer for low precisions to
    avoid undefined values.
    
    ### Tickets:
     - CVS-149867
    praasz authored Sep 18, 2024
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  11. [NPUW]: Adding functional tests for NPUW with partitioning (openvinot…

    …oolkit#25997)
    
    ### Details:
    - *This PR adds functional tests for NPUW launched with online
    partitioning, mostly the same tests that were added for unpartitioned
    NPUW, except for some interesting ones for folding and pipelining*
    - *This PR also introduces 1 accuracy test, that, however, checked on
    simple (in terms of computations, not structure) model for now*
    
    ### Tickets:
     - *ticket-id*
    AsyaPronina authored Sep 18, 2024
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  12. [GHA] Enable parallel execution of TensorFlow Lite Layer python tests (

    …openvinotoolkit#26662)
    
    ### Details:
     - Enabled parallel call
    - Fixed tests to be compatible with pytest-xdist plugin (pass function
    name instead of reference)
    - `os.path.dirname` caused saving model in `/out` directory instead of
    `/out/{temp_dir}` beacause it didn't have '/' char at the end and it
    treated `temp_dir` like a file
    
    ### Tickets:
     - [None](openvinotoolkit#20920)
     
    Without parallel execution
    ![Screenshot from 2024-09-18
    14-15-16](https://github.com/user-attachments/assets/f1b00954-de59-445a-904f-5b13819c0971)
    
    With parallel execution (8 cpu cores)
    ![Screenshot from 2024-09-18
    14-32-48](https://github.com/user-attachments/assets/2fc144cc-f771-43aa-909b-f41dedc1ccca)
    hub-bla authored Sep 18, 2024
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  13. [DOCS] Documenting the support for MXFP4 data format. (openvinotoolki…

    …t#26554)
    
    Providing info about support for MXFP4 data format in quantization on
    CPU. This PR addresses JIRA ticket no. 151042.
    sgolebiewski-intel authored Sep 18, 2024
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  15. [JAX FE]:Support jax.lax.ge and jax.lax.gt operation for JAX (openvin…

    …otoolkit#26640)
    
    ### Details:
     - support jax.lax.ge and jax.lax.gt operation
     - create unit tests
    
    ### Tickets:
     - [None](openvinotoolkit#26572)
    
    ---------
    
    Co-authored-by: Roman Kazantsev <[email protected]>
    hub-bla and rkazants authored Sep 18, 2024
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  16. [TF FE][SDL] Fix performance inefficiencies (openvinotoolkit#26644)

    **Details:** Fix performance inefficiencies
    
    **Ticket:** 123298
    
    Signed-off-by: Kazantsev, Roman <[email protected]>
    rkazants authored Sep 18, 2024
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Commits on Sep 19, 2024

  1. [GPU] Support different input and output data type in convolution ref (

    …openvinotoolkit#26501)
    
    ### Details:
    - For fp model, some convolutions may not be compressed to fp16
    depending on the transformation policy and those convolutions may have
    the fused node which is of fp16. Then convolution node input data type
    will be fp32 while output data type fp16. Convolution needs to support
    this case.
    
    ### Tickets:
     - 147689
    davidsnam-intel authored Sep 19, 2024
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  2. [GPU] Fuse more eltwises for horizontally fused FC (openvinotoolkit#2…

    …6599)
    
    ### Details:
    - Target pattern: FCs to be fused by horizontal fusing pass and they
    have Add users which can be regarded as bias add. Here if we fuse the
    FCs as is, the fused pattern will be fused_fc -> VariadicSplit -> Add so
    the Adds cannot be fused to the FCs.
    - This PR sets such Add users as the FC's bias inputs so that the fused
    FC can handle them as fused bias.
    
    ### Tickets:
     - CVS-151841
    yeonbok authored Sep 19, 2024
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  3. [Snippets] Fix sporadic issue in MHAParallelWAOptimizer (openvinotool…

    …kit#26660)
    
    ### Details:
    - *Currently, `loops_to_split` in `MHAParallelWAOptimizer` are stored in
    unordered_map, so elements order is not determined. This sporadically
    leads to the situation when loop last iteration has work_amount more
    than main body's increment. This might lead to failures*
    - *In this PR, 'loops_to_split' are stored in vector, so loop
    information updates are always called for expanded loop infos in
    determined order: FIRST_ITER->MAIN_BODY->LAST_ITER*
    - *Also, the corresponding assert is added to
    `InsertSpecificIterations::get_decomposed_loop_work_amount` in order to
    throw an exception on early stage in case of incorrect configuration.
    This assert also allows to cover the changes by the existing tests (some
    of them fail if assert is added but the fix is not applied)*
    
    ### Tickets:
     - *N/A*
    v-Golubev authored Sep 19, 2024
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  4. [CPU] Could not deserialize the RMS node (openvinotoolkit#26658)

    ### Details:
     - *Could not deserialize RMS node during reading model from cache*
     - *...*
    
    ### Tickets:
     - *152740*
    nshchego authored Sep 19, 2024
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  5. [core] ShapeOf preserve lower bound when upper is infinite (openvinot…

    …oolkit#21414)
    
    ### Details:
     - `ShapeOf` preserve lower bound when upper is infinite
    
    ### Tickets:
     - [CVS-126430](https://jira.devtools.intel.com/browse/CVS-126430)
    praasz authored Sep 19, 2024
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  6. [GPU]: Fix for failing i16 elementwise functional test. (openvinotool…

    …kit#26383)
    
    ### Details:
    - Fix for failing GPU functional i16 test. The problem is that i16 input
    is wrongly converted to f32 in constant and parameter op.
    - Had to disable i16 case for Deformable conv, which won't work with
    this fix. THe motivation is that Deformable conv on GPU supports only
    f16, f32 and int8 types - does not support i16 case, which was working
    only due to some implicit type transformation which this PR changes.
    pkowalc1 authored Sep 19, 2024
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  7. [OV JS] Prepare testing and codestyle guidelines (openvinotoolkit#26616)

    ### Details:
     - Add guidelines how to test new js api functionality
     - Add guide how to extend JS API functionality 
    
    
    ### Tickets:
    - [CVS-151489](https://jira.devtools.intel.com/browse/CVS-151489)
    [CVS-151492](https://jira.devtools.intel.com/browse/CVS-151492)
    
    ---------
    
    Co-authored-by: Tatiana Savina <[email protected]>
    almilosz and tsavina authored Sep 19, 2024
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  8. [DOCS] Port benchmark 24.4 (openvinotoolkit#26690)

    ### Details:
     - *item1*
     - *...*
    
    ### Tickets:
     - *ticket-id*
    
    Co-authored-by: Karol Blaszczak <[email protected]>
    tsavina and kblaszczak-intel authored Sep 19, 2024
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  9. [CI] [GHA] Add lost communication with the server to errors to look…

    … for in rerunner (openvinotoolkit#26691)
    
    ### Tickets:
     - *152565*
    akashchi authored Sep 19, 2024
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Commits on Sep 20, 2024

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