Merge branch 'master' into yi3/4bit-cache

.github/actions/setup_python/action.yml

@@ -22,7 +22,6 @@ inputs:
 runs:
   using: 'composite'
   steps:
-
     - name: Check if Python is already installed (Linux)
       if: ${{ runner.os == 'Linux' }}
       shell: bash
@@ -54,13 +53,11 @@ runs:
       with:
         python-version: ${{ inputs.version }}
 
-    - if: ${{ runner.os == 'macOS' || runner.os == 'Windows' || (runner.os == 'Linux' && runner.arch != 'ARM64' && steps.check_python.outputs.installed == 'false' ) }}
+    - if: ${{ runner.os == 'macOS' || runner.os == 'Windows' || (runner.os == 'Linux' && runner.arch != 'ARM64' && steps.check_python.outputs.installed == 'false') }}
       name: Setup Python ${{ inputs.version }}
       uses: actions/setup-python@0b93645e9fea7318ecaed2b359559ac225c90a2b # v5.3.0
       with:
         python-version: ${{ inputs.version }}
-      env:
-        PIP_CACHE_DIR: ${{ inputs.self-hosted-runner == 'true' && inputs.pip-cache-path || '' }}
 
     - if: ${{ inputs.should-setup-pip-paths == 'true' && runner.os != 'Windows' }}
       name: Setup pip variables (cache and install path)

.github/scripts/workflow_rerun/errors_to_look_for.json

@@ -82,5 +82,9 @@
     {
         "error_text": "Upload progress stalled",
         "ticket": 152933
+    },
+    {
+        "error_text": "because the GET request got Content-Type",
+        "ticket": 158400
     }
 ]

.github/workflows/job_build_windows.yml

@@ -222,12 +222,20 @@ jobs:
             
             $pythonCommand = "py -$pyVersion -c `"import sys; print(f'{sys.executable}')`""
             $pythonExecutablePath = & cmd /c $pythonCommand
-          
+
+            $pipVersion = & $pythonExecutablePath -c "import pip; print(pip.__version__)"
+            Write-Host "Using pip version: $pipVersion for $pyVersion"
+            $env:PIP_CACHE_DIR="${{ env.PIP_CACHE_PATH }}/$pipVersion"
+            
             & $pythonExecutablePath -m pip install -r ${{ env.OPENVINO_REPO }}/src/bindings/python/wheel/requirements-dev.txt
 
-            cmake -DPython3_EXECUTABLE="$pythonExecutablePath" -DOpenVINODeveloperPackage_DIR=${{ env.BUILD_DIR }} -S ${{ env.OPENVINO_REPO }}/src/bindings/python -B "$pyBuildDir"
-            cmake --build "$pyBuildDir" --parallel --config ${{ env.CMAKE_BUILD_TYPE }}          
+            cmake -DPython3_EXECUTABLE="$pythonExecutablePath" -DOpenVINODeveloperPackage_DIR=${{ env.BUILD_DIR }} -S ${{ env.OPENVINO_REPO }}/src/bindings/python -B "$pyBuildDir" &&
+            cmake --build "$pyBuildDir" --parallel --config ${{ env.CMAKE_BUILD_TYPE }} &&          
             cmake --install "$pyBuildDir" --config ${{ env.CMAKE_BUILD_TYPE }} --prefix ${{ env.INSTALL_WHEELS_DIR }} --component python_wheels
+            if ($LASTEXITCODE -ne 0) {
+              Write-Host "Failed to build Python wheels for Python $pyVersion"
+              exit 1
+            }
           }
 
       - name: Pack Artifacts

docs/articles_en/about-openvino/release-notes-openvino.rst

@@ -1735,6 +1735,9 @@ Deprecated and to be removed in the future
   * “auto shape” and “auto batch size” (reshaping a model in runtime) will be removed in the
     future. OpenVINO's dynamic shape models are recommended instead.
 
+* Starting with 2025.0 MacOS x86 will no longer be recommended for use due to the discontinuation
+  of validation. Full support will be removed later in 2025.
+
 * A number of notebooks have been deprecated. For an up-to-date listing of available notebooks,
   refer to the `OpenVINO™ Notebook index (openvinotoolkit.github.io) <https://openvinotoolkit.github.io/openvino_notebooks/>`__.
 

docs/articles_en/assets/snippets/ov_caching.cpp

@@ -90,14 +90,50 @@ auto compiled = core.compile_model(model, device, config);            // Step 5:
     }
 }
 
+void part5() {
+    std::string modelPath = "/tmp/myModel.xml";
+    std::string device = "GPU";
+    ov::Core core;                                           // Step 1: create ov::Core object
+    bool hasGPU = false;                                     // Step 1a: Check if GPU is available
+    auto devices = core.get_available_devices();
+    for (auto&& supported : devices) {
+        hasGPU |= supported.find(device) != std::string::npos;
+    }
+    if(!hasGPU) {
+        return;
+    }
+    core.set_property(ov::cache_dir("/path/to/cache/dir"));  // Step 1b: Enable caching
+//! [ov:caching:part5]
+static const char codec_key[] = {0x30, 0x60, 0x70, 0x02, 0x04, 0x08, 0x3F, 0x6F, 0x72, 0x74, 0x78, 0x7F};
+auto codec_xor = [&](const std::string& source_str) {
+    auto key_size = sizeof(codec_key);
+    int key_idx = 0;
+    std::string dst_str = source_str;
+    for (char& c : dst_str) {
+        c ^= codec_key[key_idx % key_size];
+        key_idx++;
+    }
+    return dst_str;
+};
+auto compiled = core.compile_model(modelPath,
+                                   device,
+                                   ov::cache_encryption_callbacks(ov::EncryptionCallbacks{codec_xor, codec_xor}),
+                                   ov::cache_mode(ov::CacheMode::OPTIMIZE_SIZE));  // Step 5: Compile model
+//! [ov:caching:part5]
+    if (!compiled) {
+        throw std::runtime_error("error");
+    }
+}
+
 int main() {
     try {
         part0();
         part1();
         part2();
         part3();
         part4();
+        part5();
     } catch (...) {
     }
     return 0;
-}
+}

docs/articles_en/assets/snippets/ov_caching.py

@@ -59,3 +59,21 @@ def decrypt_base64(src):
 model = core.read_model(model=model_path)
 compiled_model = core.compile_model(model=model, device_name=device_name, config=config_cache)
 # ! [ov:caching:part4]
+
+# ! [ov:caching:part5]
+import base64
+
+def encrypt_base64(src):
+    return base64.b64encode(bytes(src, "utf-8"))
+
+def decrypt_base64(src):
+    return base64.b64decode(bytes(src, "utf-8"))
+
+core = ov.Core()
+if "GPU" in core.available_devices:
+    core.set_property({props.cache_dir: path_to_cache_dir})
+    config_cache = {}
+    config_cache["CACHE_ENCRYPTION_CALLBACKS"] = [encrypt_base64, decrypt_base64]
+    config_cache["CACHE_MODE"] = "OPTIMIZE_SIZE"
+    compiled_model = core.compile_model(model=model_path, device_name='GPU', config=config_cache)
+# ! [ov:caching:part5]

docs/articles_en/get-started/install-openvino/install-openvino-archive-linux.rst

@@ -58,7 +58,7 @@ Step 1: Download and Install the OpenVINO Core Components
 
       cd <user_home>/Downloads
 
-4. Download the `OpenVINO Runtime archive file for your system <https://storage.openvinotoolkit.org/repositories/openvino/packages/2024.5/linux/>`_, extract the files, rename the extracted folder and move it to the desired path:
+4. Download the `OpenVINO Runtime archive file for your system <https://storage.openvinotoolkit.org/repositories/openvino/packages/2024.6/linux/>`_, extract the files, rename the extracted folder and move it to the desired path:
 
    .. tab-set::
 
@@ -73,74 +73,74 @@ Step 1: Download and Install the OpenVINO Core Components
                .. code-block:: sh
 
 
-                  curl -L https://storage.openvinotoolkit.org/repositories/openvino/packages/2024.5/linux/l_openvino_toolkit_ubuntu24_2024.5.0.17288.7975fa5da0c_x86_64.tgz --output openvino_2024.5.0.tgz
-                  tar -xf openvino_2024.5.0.tgz
-                  sudo mv l_openvino_toolkit_ubuntu24_2024.5.0.17288.7975fa5da0c_x86_64 /opt/intel/openvino_2024.5.0
+                  curl -L https://storage.openvinotoolkit.org/repositories/openvino/packages/2024.6/linux/l_openvino_toolkit_ubuntu24_2024.6.0.17404.4c0f47d2335_x86_64.tgz --output openvino_2024.6.0.tgz
+                  tar -xf openvino_2024.6.0.tgz
+                  sudo mv l_openvino_toolkit_ubuntu24_2024.6.0.17404.4c0f47d2335_x86_64 /opt/intel/openvino_2024.6.0
 
             .. tab-item:: Ubuntu 22.04
                :sync: ubuntu-22
 
                .. code-block:: sh
 
 
-                  curl -L https://storage.openvinotoolkit.org/repositories/openvino/packages/2024.5/linux/l_openvino_toolkit_ubuntu22_2024.5.0.17288.7975fa5da0c_x86_64.tgz --output openvino_2024.5.0.tgz
-                  tar -xf openvino_2024.5.0.tgz
-                  sudo mv l_openvino_toolkit_ubuntu22_2024.5.0.17288.7975fa5da0c_x86_64 /opt/intel/openvino_2024.5.0
+                  curl -L https://storage.openvinotoolkit.org/repositories/openvino/packages/2024.6/linux/l_openvino_toolkit_ubuntu22_2024.6.0.17404.4c0f47d2335_x86_64.tgz --output openvino_2024.6.0.tgz
+                  tar -xf openvino_2024.6.0.tgz
+                  sudo mv l_openvino_toolkit_ubuntu22_2024.6.0.17404.4c0f47d2335_x86_64 /opt/intel/openvino_2024.6.0
 
             .. tab-item:: Ubuntu 20.04
                :sync: ubuntu-20
 
                .. code-block:: sh
 
 
-                  curl -L https://storage.openvinotoolkit.org/repositories/openvino/packages/2024.5/linux/l_openvino_toolkit_ubuntu20_2024.5.0.17288.7975fa5da0c_x86_64.tgz --output openvino_2024.5.0.tgz
-                  tar -xf openvino_2024.5.0.tgz
-                  sudo mv l_openvino_toolkit_ubuntu20_2024.5.0.17288.7975fa5da0c_x86_64 /opt/intel/openvino_2024.5.0
+                  curl -L https://storage.openvinotoolkit.org/repositories/openvino/packages/2024.6/linux/l_openvino_toolkit_ubuntu20_2024.6.0.17404.4c0f47d2335_x86_64.tgz --output openvino_2024.6.0.tgz
+                  tar -xf openvino_2024.6.0.tgz
+                  sudo mv l_openvino_toolkit_ubuntu20_2024.6.0.17404.4c0f47d2335_x86_64 /opt/intel/openvino_2024.6.0
 
             .. tab-item:: RHEL 8
                :sync: rhel-8
 
                .. code-block:: sh
 
 
-                  curl -L https://storage.openvinotoolkit.org/repositories/openvino/packages/2024.5/linux/l_openvino_toolkit_rhel8_2024.5.0.17288.7975fa5da0c_x86_64.tgz --output openvino_2024.5.0.tgz
-                  tar -xf openvino_2024.5.0.tgz
-                  sudo mv l_openvino_toolkit_rhel8_2024.5.0.17288.7975fa5da0c_x86_64 /opt/intel/openvino_2024.5.0
+                  curl -L https://storage.openvinotoolkit.org/repositories/openvino/packages/2024.6/linux/l_openvino_toolkit_rhel8_2024.6.0.17404.4c0f47d2335_x86_64.tgz --output openvino_2024.6.0.tgz
+                  tar -xf openvino_2024.6.0.tgz
+                  sudo mv l_openvino_toolkit_rhel8_2024.6.0.17404.4c0f47d2335_x86_64 /opt/intel/openvino_2024.6.0
 
             .. tab-item:: CentOS 7
                :sync: centos-7
 
                .. code-block:: sh
 
-                  curl -L https://storage.openvinotoolkit.org/repositories/openvino/packages/2024.5/linux/l_openvino_toolkit_centos7_2024.5.0.17288.7975fa5da0c_x86_64.tgz --output openvino_2024.5.0.tgz
-                  tar -xf openvino_2024.5.0.tgz
-                  sudo mv l_openvino_toolkit_centos7_2024.5.0.17288.7975fa5da0c_x86_64 /opt/intel/openvino_2024.5.0
+                  curl -L https://storage.openvinotoolkit.org/repositories/openvino/packages/2024.6/linux/l_openvino_toolkit_centos7_2024.6.0.17404.4c0f47d2335_x86_64.tgz --output openvino_2024.6.0.tgz
+                  tar -xf openvino_2024.6.0.tgz
+                  sudo mv l_openvino_toolkit_centos7_2024.6.0.17404.4c0f47d2335_x86_64 /opt/intel/openvino_2024.6.0
 
 
       .. tab-item:: ARM 64-bit
          :sync: arm-64
 
          .. code-block:: sh
 
-            curl -L https://storage.openvinotoolkit.org/repositories/openvino/packages/2024.5/linux/l_openvino_toolkit_ubuntu20_2024.5.0.17288.7975fa5da0c_arm64.tgz -O openvino_2024.5.0.tgz
-            tar -xf openvino_2024.5.0.tgz
-            sudo mv l_openvino_toolkit_ubuntu20_2024.5.0.17288.7975fa5da0c_arm64 /opt/intel/openvino_2024.5.0
+            curl -L https://storage.openvinotoolkit.org/repositories/openvino/packages/2024.6/linux/l_openvino_toolkit_ubuntu20_2024.6.0.17404.4c0f47d2335_arm64.tgz -O openvino_2024.6.0.tgz
+            tar -xf openvino_2024.6.0.tgz
+            sudo mv l_openvino_toolkit_ubuntu20_2024.6.0.17404.4c0f47d2335_arm64 /opt/intel/openvino_2024.6.0
 
       .. tab-item:: ARM 32-bit
          :sync: arm-32
 
          .. code-block:: sh
 
-            curl -L https://storage.openvinotoolkit.org/repositories/openvino/packages/2024.5/linux/l_openvino_toolkit_debian10_2024.5.0.17288.7975fa5da0c_armhf.tgz -O openvino_2024.5.0.tgz
-            tar -xf openvino_2024.5.0.tgz
-            sudo mv l_openvino_toolkit_debian10_2024.5.0.17288.7975fa5da0c_armhf /opt/intel/openvino_2024.5.0
+            curl -L https://storage.openvinotoolkit.org/repositories/openvino/packages/2024.6/linux/l_openvino_toolkit_debian10_2024.6.0.17404.4c0f47d2335_armhf.tgz -O openvino_2024.6.0.tgz
+            tar -xf openvino_2024.6.0.tgz
+            sudo mv l_openvino_toolkit_debian10_2024.6.0.17404.4c0f47d2335_armhf /opt/intel/openvino_2024.6.0
 
 
 5. Install required system dependencies on Linux. To do this, OpenVINO provides a script in the extracted installation directory. Run the following command:
 
    .. code-block:: sh
 
-      cd /opt/intel/openvino_2024.5.0
+      cd /opt/intel/openvino_2024.6.0
       sudo -E ./install_dependencies/install_openvino_dependencies.sh
 
 6. (Optional) Install *numpy* Python Library:
@@ -149,11 +149,11 @@ Step 1: Download and Install the OpenVINO Core Components
 
       This step is required only when you decide to use Python API.
 
-   You can use the ``requirements.txt`` file from the ``/opt/intel/openvino_2024.5.0/python`` folder:
+   You can use the ``requirements.txt`` file from the ``/opt/intel/openvino_2024.6.0/python`` folder:
 
    .. code-block:: sh
 
-      cd /opt/intel/openvino_2024.5.0
+      cd /opt/intel/openvino_2024.6.0
       python3 -m pip install -r ./python/requirements.txt
 
 7. For simplicity, it is useful to create a symbolic link as below:
@@ -162,7 +162,7 @@ Step 1: Download and Install the OpenVINO Core Components
 
       cd /opt/intel
 
-      sudo ln -s openvino_2024.5.0 openvino_2024
+      sudo ln -s openvino_2024.6.0 openvino_2024
 
    .. note::
       If you have already installed a previous release of OpenVINO 2024, a symbolic link to the ``openvino_2024`` folder may already exist.

docs/articles_en/get-started/install-openvino/install-openvino-archive-macos.rst

@@ -47,7 +47,7 @@ Step 1: Install OpenVINO Core Components
       cd <user_home>/Downloads
 
 
-4. Download the `OpenVINO Runtime archive file for macOS <https://storage.openvinotoolkit.org/repositories/openvino/packages/2024.5/macos/>`__, extract the files, rename the extracted folder and move it to the desired path:
+4. Download the `OpenVINO Runtime archive file for macOS <https://storage.openvinotoolkit.org/repositories/openvino/packages/2024.6/macos/>`__, extract the files, rename the extracted folder and move it to the desired path:
 
    .. tab-set::
 
@@ -57,19 +57,19 @@ Step 1: Install OpenVINO Core Components
          .. code-block:: sh
 
 
-            curl -L https://storage.openvinotoolkit.org/repositories/openvino/packages/2024.5/macos/m_openvino_toolkit_macos_12_6_2024.5.0.17288.7975fa5da0c_x86_64.tgz --output openvino_2024.5.0.tgz
-            tar -xf openvino_2024.5.0.tgz
-            sudo mv m_openvino_toolkit_macos_12_6_2024.5.0.17288.7975fa5da0c_x86_64 /opt/intel/openvino_2024.5.0
+            curl -L https://storage.openvinotoolkit.org/repositories/openvino/packages/2024.6/macos/m_openvino_toolkit_macos_12_6_2024.6.0.17404.4c0f47d2335_x86_64.tgz --output openvino_2024.6.0.tgz
+            tar -xf openvino_2024.6.0.tgz
+            sudo mv m_openvino_toolkit_macos_12_6_2024.6.0.17404.4c0f47d2335_x86_64 /opt/intel/openvino_2024.6.0
 
       .. tab-item:: ARM, 64-bit
          :sync: arm-64
 
          .. code-block:: sh
 
 
-            curl -L https://storage.openvinotoolkit.org/repositories/openvino/packages/2024.5/macos/m_openvino_toolkit_macos_12_6_2024.5.0.17288.7975fa5da0c_arm64.tgz --output openvino_2024.5.0.tgz
-            tar -xf openvino_2024.5.0.tgz
-            sudo mv m_openvino_toolkit_macos_12_6_2024.5.0.17288.7975fa5da0c_arm64 /opt/intel/openvino_2024.5.0
+            curl -L https://storage.openvinotoolkit.org/repositories/openvino/packages/2024.6/macos/m_openvino_toolkit_macos_12_6_2024.6.0.17404.4c0f47d2335_arm64.tgz --output openvino_2024.6.0.tgz
+            tar -xf openvino_2024.6.0.tgz
+            sudo mv m_openvino_toolkit_macos_12_6_2024.6.0.17404.4c0f47d2335_arm64 /opt/intel/openvino_2024.6.0
 
 
 5. (Optional) Install *numpy* Python Library:
@@ -78,19 +78,19 @@ Step 1: Install OpenVINO Core Components
 
       This step is required only when you decide to use Python API.
 
-   You can use the ``requirements.txt`` file from the ``/opt/intel/openvino_2024.5.0/python`` folder:
+   You can use the ``requirements.txt`` file from the ``/opt/intel/openvino_2024.6.0/python`` folder:
 
    .. code-block:: sh
 
-      cd /opt/intel/openvino_2024.5.0
+      cd /opt/intel/openvino_2024.6.0
       python3 -m pip install -r ./python/requirements.txt
 
 6. For simplicity, it is useful to create a symbolic link as below:
 
    .. code-block:: sh
 
 
-      sudo ln -s /opt/intel/openvino_2024.5.0 /opt/intel/openvino_2024
+      sudo ln -s /opt/intel/openvino_2024.6.0 /opt/intel/openvino_2024
 
 
    .. note::

docs/articles_en/get-started/install-openvino/install-openvino-archive-windows.rst

@@ -41,18 +41,18 @@ Step 1: Download and Install OpenVINO Core Components
       ``C:\Program Files (x86)\Intel`` is the recommended folder. You may also use a different path if desired or if you don't have administrator privileges on your computer.
 
 
-2. Download the `OpenVINO Runtime archive file for Windows <https://storage.openvinotoolkit.org/repositories/openvino/packages/2024.5/windows/>`__ to your local ``Downloads`` folder.
+2. Download the `OpenVINO Runtime archive file for Windows <https://storage.openvinotoolkit.org/repositories/openvino/packages/2024.6/windows/>`__ to your local ``Downloads`` folder.
 
    If you prefer using command-lines, run the following commands in the command prompt window you opened:
 
    .. code-block:: sh
 
       cd <user_home>/Downloads
-      curl -L https://storage.openvinotoolkit.org/repositories/openvino/packages/2024.5/windows/w_openvino_toolkit_windows_2024.5.0.17288.7975fa5da0c_x86_64.zip --output openvino_2024.5.0.zip
+      curl -L https://storage.openvinotoolkit.org/repositories/openvino/packages/2024.6/windows/w_openvino_toolkit_windows_2024.6.0.17404.4c0f47d2335_x86_64.zip --output openvino_2024.6.0.zip
 
    .. note::
 
-      A ``.sha256`` file is provided together with the archive file to validate your download process. To do that, download the ``.sha256`` file from the same repository and run ``CertUtil -hashfile openvino_2024.5.0.zip SHA256``. Compare the returned value in the output with what's in the ``.sha256`` file: if the values are the same, you have downloaded the correct file successfully; if not, create a Support ticket `here <https://www.intel.com/content/www/us/en/support/contact-intel.html>`__.
+      A ``.sha256`` file is provided together with the archive file to validate your download process. To do that, download the ``.sha256`` file from the same repository and run ``CertUtil -hashfile openvino_2024.6.0.zip SHA256``. Compare the returned value in the output with what's in the ``.sha256`` file: if the values are the same, you have downloaded the correct file successfully; if not, create a Support ticket `here <https://www.intel.com/content/www/us/en/support/contact-intel.html>`__.
 
 
 3. Use your favorite tool to extract the archive file, rename the extracted folder, and move it to the ``C:\Program Files (x86)\Intel`` directory.
@@ -61,9 +61,9 @@ Step 1: Download and Install OpenVINO Core Components
 
    .. code-block:: sh
 
-      tar -xf openvino_2024.5.0.zip
-      ren w_openvino_toolkit_windows_2024.5.0.17288.7975fa5da0c_x86_64 openvino_2024.5.0
-      move openvino_2024.5.0 "C:\Program Files (x86)\Intel"
+      tar -xf openvino_2024.6.0.zip
+      ren w_openvino_toolkit_windows_2024.6.0.17404.4c0f47d2335_x86_64 openvino_2024.6.0
+      move openvino_2024.6.0 "C:\Program Files (x86)\Intel"
 
 
 4. (Optional) Install *numpy* Python Library:
@@ -72,11 +72,11 @@ Step 1: Download and Install OpenVINO Core Components
 
       This step is required only when you decide to use Python API.
 
-   You can use the ``requirements.txt`` file from the ``C:\Program Files (x86)\Intel\openvino_2024.5.0\python`` folder:
+   You can use the ``requirements.txt`` file from the ``C:\Program Files (x86)\Intel\openvino_2024.6.0\python`` folder:
 
    .. code-block:: sh
 
-      cd "C:\Program Files (x86)\Intel\openvino_2024.5.0"
+      cd "C:\Program Files (x86)\Intel\openvino_2024.6.0"
       python -m pip install -r .\python\requirements.txt
 
 
@@ -85,7 +85,7 @@ Step 1: Download and Install OpenVINO Core Components
    .. code-block:: sh
 
       cd C:\Program Files (x86)\Intel
-      mklink /D openvino_2024 openvino_2024.5.0
+      mklink /D openvino_2024 openvino_2024.6.0
 
 
    .. note::