Merge branch 'master' into fix_for_failing_roblox_model_at_convert_pr…

…ecision

.github/actions/smart-ci/action.yml

@@ -30,7 +30,6 @@ inputs:
   components_config_schema:
     description: "Path to the schema file for components configuration"
     required: false
-    default: ".github/actions/smart-ci/components_schema.yml"
   labeler_config:
     description: "Path to labeler configuration file"
     required: false
@@ -101,11 +100,12 @@ runs:
           -f "${{ inputs.ref_name }}" \
           -p "${{ inputs.component_pattern }}" \
           -c "${{ inputs.components_config }}" \
-          -m "${{ inputs.components_config_schema }}" \
+          -m "${{ inputs.components_config_schema || env.DEFAULT_CONFIG_SCHEMA }}" \
           -l "${{ inputs.labeler_config }}" \
           --enable_for_org "${{ inputs.enable_for_org }}" \
           --skip-when-only-listed-labels-set "${{ inputs.skip_when_only_listed_labels_set }}" \
           --skip-when-only-listed-files-changed "${{ inputs.skip_when_only_listed_files_changed }}"
       shell: bash
       env:
         GITHUB_TOKEN: ${{ inputs.repo_token }}
+        DEFAULT_CONFIG_SCHEMA: "${{ github.action_path }}/components_schema.yml"

docs/articles_en/documentation/openvino-ir-format/operation-sets/operation-specs.rst

@@ -215,7 +215,7 @@ Operation Specifications
    Sin-1 <operation-specs/arithmetic/sin-1>
    Sinh-1 <operation-specs/arithmetic/sinh-1>
    Slice-8 <operation-specs/movement/slice-8>
-   SliceScatter <operation-specs/movement/slice-scatter-15>
+   SliceScatter-15 <operation-specs/movement/slice-scatter-15>
    SoftMax-1 <operation-specs/activation/softmax-1>
    SoftMax-8 <operation-specs/activation/softmax-8>
    SoftPlus-4 <operation-specs/activation/softplus-4>

docs/articles_en/documentation/openvino-ir-format/operation-sets/operation-specs/signals/stft-15.rst

@@ -14,14 +14,14 @@ Short Time Fourier Transformation for real-valued input (STFT)
 **Short description**: *STFT* operation performs Short-Time Fourier Transform (real-to-complex).
 
 
-**Detailed description**: *STFT* performs Short-Time Fourier Transform of real-valued batched input tensor of shape ``[batch, signal_size]``, and produces complex result represented by separate values for real and imaginary part.
+**Detailed description**: *STFT* performs Short-Time Fourier Transform of real-valued input tensor of shape ``[signal_size]`` or ``[batch, signal_size]``, and produces complex result represented by separate values for real and imaginary part.
 
 
 **Attributes**:
 
-* *transform_frames*
+* *transpose_frames*
 
-  * **Description**: Flag to set output shape layout. If true the ``frames`` dimension is at out_shape[2], otherwise it is at out_shape[1].
+  * **Description**: Flag to set output shape layout. If true the ``frames`` dimension is at out_shape[-2], otherwise it is at out_shape[-3].
   * **Range of values**:
 
     * ``false`` - do not transpose output shape
@@ -31,7 +31,7 @@ Short Time Fourier Transformation for real-valued input (STFT)
 
 **Inputs**
 
-*   **1**: ``signal`` - Tensor of type *T* and 2D shape [batch, signal_size] with signal data for the STFT. **Required.**
+*   **1**: ``signal`` - Tensor of type *T* and 1D shape [signal_size] or 2D shape [batch, signal_size] with signal data for the STFT. **Required.**
 *   **2**: ``window`` - Tensor of type *T* and 1D shape [window_length], specifying the window values for the signal slice multiplication. **Required.**
 *   **3**: ``frame_size`` - Scalar tensor of type *T_INT* describing the size of a single frame of the signal to be provided as input to FFT. **Required.**
 *   **4**: ``frame_step`` - Scalar tensor of type *T_INT* describing The distance (number of samples) between successive frames. **Required.**
@@ -41,13 +41,13 @@ Short Time Fourier Transformation for real-valued input (STFT)
 
 *   **1**: The result of STFT operation, tensor of the same type as input ``signal`` tensor and shape:
 
-    + When ``transform_frames == false`` the output shape is ``[batch, frames, fft_results, 2]``
-    + When ``transform_frames == true`` the output shape is ``[batch, fft_results, frames, 2]``
+    + When ``transpose_frames == false`` the output shape is ``[frames, fft_results, 2]`` for 1D signal input or [batch, frames, fft_results, 2] for 2D signal input.
+    + When ``transpose_frames == true`` the output shape is [fft_results, frames, 2] for 1D signal input or [batch, fft_results, frames, 2]`` for 2D signal input.
 
     where:
 
     + ``batch`` is a batch size dimension
-    + ``frames`` is a number calculated as ``(signal_shape[1] - frame_size) / frame_step) + 1``
+    + ``frames`` is a number calculated as ``(signal_shape[-1] - frame_size) / frame_step) + 1``
     + ``fft_results`` is a number calculated as ``(frame_size / 2) + 1``
     + ``2`` is the last dimension is for complex value real and imaginary part
 
@@ -59,27 +59,109 @@ Short Time Fourier Transformation for real-valued input (STFT)
 * *T_INT*: ``int64`` or ``int32``.
 
 
-**Example**:
+**Examples**:
+
+*Example 1D signal, transpose_frames=false: *
 
 .. code-block:: xml
    :force:
 
     <layer ... type="STFT" ... >
+        <data transpose_frames="false"/>
         <input>
             <port id="0">
+                <dim>56</dim>
+            </port>
+            <port id="1">
+                <dim>7</dim>
+            </port>
+            <port id="2"></port> <!-- value: 11 -->
+            <port id="3"></port> <!-- value: 3 -->
+        <output>
+            <port id="4">
+                <dim>16</dim>
+                <dim>6</dim>
                 <dim>2</dim>
-                <dim>48</dim>
+            </port>
+        </output>
+    </layer>
+
+
+*Example 1D signal, transpose_frames=true: *
+
+.. code-block:: xml
+   :force:
+
+    <layer ... type="STFT" ... >
+        <data transpose_frames="true"/>
+        <input>
+            <port id="0">
+                <dim>56</dim>
             </port>
             <port id="1">
-                <dim>8</dim>
+                <dim>7</dim>
             </port>
-            <port id="2"></port>
-            <port id="3"></port>
+            <port id="2"></port> <!-- value: 11 -->
+            <port id="3"></port> <!-- value: 3 -->
         <output>
-            <port id="2">
+            <port id="4">
+                <dim>6</dim>
+                <dim>16</dim>
                 <dim>2</dim>
-                <dim>9</dim>
-                <dim>9</dim>
+            </port>
+        </output>
+    </layer>
+
+*Example 2D signal, transpose_frames=false: *
+
+.. code-block:: xml
+   :force:
+
+    <layer ... type="STFT" ... >
+        <data transpose_frames="false"/>
+        <input>
+            <port id="0">
+                <dim>3</dim>
+                <dim>56</dim>
+            </port>
+            <port id="1">
+                <dim>7</dim>
+            </port>
+            <port id="2"></port> <!-- value: 11 -->
+            <port id="3"></port> <!-- value: 3 -->
+        <output>
+            <port id="4">
+                <dim>3</dim>
+                <dim>16</dim>
+                <dim>6</dim>
+                <dim>2</dim>
+            </port>
+        </output>
+    </layer>
+
+
+*Example 2D signal, transpose_frames=true: *
+
+.. code-block:: xml
+   :force:
+
+    <layer ... type="STFT" ... >
+        <data transpose_frames="true"/>
+        <input>
+            <port id="0">
+                <dim>3</dim>
+                <dim>56</dim>
+            </port>
+            <port id="1">
+                <dim>7</dim>
+            </port>
+            <port id="2"></port> <!-- value: 11 -->
+            <port id="3"></port> <!-- value: 3 -->
+        <output>
+            <port id="4">
+                <dim>3</dim>
+                <dim>6</dim>
+                <dim>16</dim>
                 <dim>2</dim>
             </port>
         </output>

docs/articles_en/documentation/openvino-ir-format/operation-sets/operation-specs/sort/search-sorted-15.rst

@@ -17,37 +17,40 @@ SearchSorted
 
 **Attributes**
 
-* *right*
+* *right_mode*
 
-  * **Description**: If False, set the first suitable index. If True, return the last suitable index for given value. Default is False.
-  * **Range of values**: true or false
-  * **Type**: boolean
+  * **Description**: flag to control whether output would contain leftmost or rightmost indices for given values.
+  * **Range of values**:
+
+    * *true* - return the rightmost (last) suitable index for given value.
+    * *false* - return the leftmost (first) suitable index for given value.
+  * **Type**: ``boolean``
   * **Default value**: false
   * **Required**: *no*
 
 **Inputs**:
 
-* **1**: ``sorted`` - ND input tensor of type *T* - cannot be a scalar, containing monotonically increasing sequence on the innermost dimension. **Required.**
+* **1**: ``sorted_sequence`` - ND input tensor of type *T* - cannot be a scalar, containing monotonically increasing sequence on the innermost dimension. **Required.**
 
 * **2**: ``values`` - ND input tensor of type *T*, containing the search values. If sorted sequence is 1D, then the values can have any shape, otherwise the rank should be equal to the rank of sorted input. **Required.**
 
 **Outputs**:
 
-* **1**: Tensor of type *TOut*, with the same shape as second input tensor, containing the indices.
+* **1**: Tensor of type *T_IND*, with the same shape as second input tensor ``values``, containing the indices.
 
 **Types**
 
 * *T*: any supported floating-point and integer type.
 
-* *TOut*: int64.
+* *T_IND*: ``int64``.
 
 **Example**
 
 .. code-block:: xml
    :force:
 
    <layer ... type="SearchSorted" ... >
-       <data right="True"/>
+       <data right_mode="true"/>
        <input>
            <port id="0">
                <dim>7</dim>
@@ -63,7 +66,7 @@ SearchSorted
            </port>
        </input>
        <output>
-           <port id="0" precision="I64">
+           <port id="2" precision="I64">
                <dim>7</dim>
                <dim>256</dim>
                <dim>200</dim>

docs/dev/ci/commit_signoff_policy.md

@@ -0,0 +1,74 @@
+# How to sign-off commits
+
+We require a sign-off commit message in the following format on each commit in pull request.
+
+```
+This is a commit message.
+
+Signed-off-by: Author Name <[email protected]>
+```
+
+## How to sign-off new commits
+
+In a local Git environment, the sign-off message can be added to a commit either manually (as a text) 
+or via the **-s** flag used with the “git commit” command, for example:
+
+`git commit -s -m "My commit message"`
+
+To avoid manually adding the flag for each commit, we recommend setting up a Git hook with the following steps:
+
+1.	Navigate to the `<openvino repository root>/.git/hooks` folder.
+2.	Open the `prepare-commit-msg.sample`  file and paste the following content:
+
+```
+#!/bin/sh
+
+COMMIT_MSG_FILE=$1
+COMMIT_SOURCE=$2
+SHA1=$3
+
+NAME=$(git config user.name)
+EMAIL=$(git config user.email)
+
+if [ -z "$NAME" ]; then
+    echo "empty git config user.name"
+    exit 1
+fi
+
+if [ -z "$EMAIL" ]; then
+    echo "empty git config user.email"
+    exit 1
+fi
+
+git interpret-trailers --if-exists doNothing --trailer \
+    "Signed-off-by: $NAME <$EMAIL>" \
+    --in-place "$1"
+```
+
+3.	Save the file with the name `prepare-commit-msg` (remove the .sample extension).
+4.	Make the file executable (on Linux / Git Bash: `chmod +x <openvino repository root>/.git/hooks/prepare-commit-msg`).
+
+**Note**: For both sign-off approaches, ensure your user name and email address are configured in Git first:
+
+```
+git config user.name 'FIRST_NAME LAST_NAME'
+git config user.email '[email protected]'
+```
+
+### Sign-off web-based commits
+
+To enable automatic sign-off of commits made via GitHub web interface, make sure that 
+[Require contributors to sign off on web-based commits](https://docs.github.com/en/repositories/managing-your-repositorys-settings-and-features/managing-repository-settings/managing-the-commit-signoff-policy-for-your-repository#enabling-or-disabling-compulsory-commit-signoffs-for-your-repository) 
+setting is selected in the Settings menu of your OpenVINO repository fork.
+
+## How to sign-off older commits in the history
+
+If you forget to add the sign-off to your last commit, you can amend it and force-push to GitHub:
+
+```
+git commit --amend --signoff
+```
+
+To sign off on even older commits, use an interactive rebase, edit unsigned commits, and execute 
+`git commit --amend --signoff` for each. However, please note that if others have already started working based on 
+the commits in this branch, this will rewrite history and may cause issues for collaborators.