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docs/articles_en/documentation/openvino-extensibility/openvino-plugin-library/advanced-guides/low-precision-transformations/quantization-scheme.rst

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 Quantization Scheme
 ==============================
 
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    :caption: Low Precision Transformations
 
 Key steps in the quantization scheme:
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 * Low Precision Transformations: ``FakeQuantize`` decomposition to Quantize with a low precision output and Dequantize. For more details, refer to the :doc:`Quantize decomposition <../low-precision-transformations>` section.
 * Low Precision Transformations: move Dequantize through operations. For more details, refer to the :doc:`Main transformations <../step3-main>` section.
 * Plugin: fuse operations with Quantize and inference in low precision.
 
 Quantization scheme features:
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 * Quantization operation is expressed through the ``FakeQuantize`` operation, which involves more than scale and shift. For more details, see: :doc:`FakeQuantize-1 <../../../../openvino-ir-format/operation-sets/operation-specs/operation-specs/quantization/fake-quantize-1>`. If the ``FakeQuantize`` input and output intervals are the same, ``FakeQuantize`` degenerates to ``Multiply``, ``Subtract`` and ``Convert`` (scale & shift).
 * Dequantization operation is expressed through element-wise ``Convert``, ``Subtract`` and ``Multiply`` operations. ``Convert`` and ``Subtract`` are optional. These operations can be handled as typical element-wise operations, for example, fused or transformed to another.
 * OpenVINO plugins fuse ``Dequantize`` and ``Quantize`` operations after a low precision operation and do not fuse ``Quantize`` before it.