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  1. ci/official/wheel_test/README.md

    specific Python version.
    
    ##### Parameters
    `path_to_tensorflow_wheel`: The local path to the TensorFlow wheel file.
    Example: `/tmp/tensorflow-2.14.0-cp311-cp311-linux_x86_64.whl`
    
    `python_version`: The target Python version, replacing `.` with `_`.
    Example: For Python 3.11, use `3_11`
    
    The script performs the following steps:
    
    1. Navigates to the `../requirements_updater` directory.
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  2. README.md

    open-source software development.
    
    ## Patching guidelines
    
    Follow these steps to patch a specific version of TensorFlow, for example, to
    apply fixes to bugs or security vulnerabilities:
    
    *   Clone the TensorFlow repo and switch to the corresponding branch for your
        desired TensorFlow version, for example, branch `r2.8` for version 2.8.
    *   Apply (that is, cherry-pick) the desired changes and resolve any code
        conflicts.
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  3. ci/official/requirements_updater/README.md

    and
    [here](https://github.com/tensorflow/tensorflow/commit/052445e04ce20fd747657e0198a1bcec2b6dff5b),
    for an example.
    
    See
    [this commit](https://github.com/tensorflow/tensorflow/commit/5f7f05a80aac9b01325a78ec3fcff0dbedb1cc23)
    as a rough example of the steps below.
    
    All the files referenced below are located in the same directory as this README,
    unless indicated otherwise.
    
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  4. ci/official/README.md

    against a pending change. Search for "MLCI" internally to find it.
    
    You may invoke a CI script of your choice by following these instructions:
    
    ```bash
    cd tensorflow-git-dir
    
    # Here is a single-line example of running a script on Linux to build the
    # GPU version of TensorFlow for Python 3.12, using the public TF bazel cache and
    # a local build cache:
    TFCI=py312,linux_x86_cuda,public_cache,disk_cache ci/official/wheel.sh
    
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