:py:mod:`anomalib.deploy.optimize`
==================================

.. py:module:: anomalib.deploy.optimize

.. autoapi-nested-parse::

   Utilities for optimization and OpenVINO conversion.



Module Contents
---------------


Functions
~~~~~~~~~

.. autoapisummary::

   anomalib.deploy.optimize.get_model_metadata
   anomalib.deploy.optimize.export_convert



.. py:function:: get_model_metadata(model: anomalib.models.components.AnomalyModule) -> Dict[str, torch.Tensor]

   Get meta data related to normalization from model.

   :param model: Anomaly model which contains metadata related to normalization.
   :type model: AnomalyModule

   :returns: metadata
   :rtype: Dict[str, Tensor]


.. py:function:: export_convert(model: anomalib.models.components.AnomalyModule, input_size: Union[List[int], Tuple[int, int]], onnx_path: Union[str, pathlib.Path], export_path: Union[str, pathlib.Path])

   Export the model to onnx format and convert to OpenVINO IR.

   :param model: Model to convert.
   :type model: AnomalyModule
   :param input_size: Image size used as the input for onnx converter.
   :type input_size: Union[List[int], Tuple[int, int]]
   :param onnx_path: Path to output onnx model.
   :type onnx_path: Union[str, Path]
   :param export_path: Path to exported OpenVINO IR.
   :type export_path: Union[str, Path]