openvino.runtime.opset12.mvn

openvino.runtime.opset12.mvn(data: openvino._pyopenvino.Node, axes: openvino._pyopenvino.Node, normalize_variance: bool, eps: float, eps_mode: str, name: Optional[str] = None) → openvino._pyopenvino.Node

Return a node which performs MeanVarianceNormalization (MVN).

Parameters

  • data – The node with data tensor.

  • axes – The node with axes to reduce on.

  • normalize_variance – Denotes whether to perform variance normalization.

  • eps – The number added to the variance to avoid division by zero when normalizing the value. Scalar value.

  • eps_mode – how eps is applied (inside_sqrt or outside_sqrt)

  • name – Optional output node name.

Returns

The new node performing a MVN operation on input tensor.