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docs/articles_en/openvino-workflow/model-preparation/convert-model-keras.rst

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Run inference in Keras 3 with the OpenVINO backend
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Starting with the Keras 3.8 release, Keras provides native integration with the OpenVINO backend for accelerated inference.
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This integration allows you to leverage OpenVINO performance optimizations directly within Keras workflow, enabling faster inference on OpenVINO supported hardware.
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Starting with release 3.8, Keras provides native integration with the OpenVINO backend for accelerated inference.
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This integration enables you to leverage OpenVINO performance optimizations directly within the Keras workflow, enabling faster inference on OpenVINO supported hardware.
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To switch on the OpenVINO backend in Keras 3, set the environment variable ``KERAS_BACKEND`` to ``"openvino"``
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or update the local configuration file at ``~/.keras/keras.json`` to specify the backend.
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Below is an example of how to infer a model (trained with PyTorch, JAX, or TensorFlow backends) in Keras 3 using the OpenVINO backend:
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To switch to the OpenVINO backend in Keras 3, set the ``KERAS_BACKEND`` environment variable to ``"openvino"``
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or specify the backend in the local configuration file at ``~/.keras/keras.json``.
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Here is an example of how to infer a model (trained with PyTorch, JAX, or TensorFlow backends) in Keras 3, using the OpenVINO backend:
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.. code-block:: py
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